User login
News and Views that Matter to Rheumatologists
gambling
compulsive behaviors
ammunition
assault rifle
black jack
Boko Haram
bondage
child abuse
cocaine
Daech
drug paraphernalia
explosion
gun
human trafficking
ISIL
ISIS
Islamic caliphate
Islamic state
mixed martial arts
MMA
molestation
national rifle association
NRA
nsfw
pedophile
pedophilia
poker
porn
pornography
psychedelic drug
recreational drug
sex slave rings
slot machine
terrorism
terrorist
Texas hold 'em
UFC
substance abuse
abuseed
abuseer
abusees
abuseing
abusely
abuses
aeolus
aeolused
aeoluser
aeoluses
aeolusing
aeolusly
aeoluss
ahole
aholeed
aholeer
aholees
aholeing
aholely
aholes
alcohol
alcoholed
alcoholer
alcoholes
alcoholing
alcoholly
alcohols
allman
allmaned
allmaner
allmanes
allmaning
allmanly
allmans
alted
altes
alting
altly
alts
analed
analer
anales
analing
anally
analprobe
analprobeed
analprobeer
analprobees
analprobeing
analprobely
analprobes
anals
anilingus
anilingused
anilinguser
anilinguses
anilingusing
anilingusly
anilinguss
anus
anused
anuser
anuses
anusing
anusly
anuss
areola
areolaed
areolaer
areolaes
areolaing
areolaly
areolas
areole
areoleed
areoleer
areolees
areoleing
areolely
areoles
arian
arianed
arianer
arianes
arianing
arianly
arians
aryan
aryaned
aryaner
aryanes
aryaning
aryanly
aryans
asiaed
asiaer
asiaes
asiaing
asialy
asias
ass
ass hole
ass lick
ass licked
ass licker
ass lickes
ass licking
ass lickly
ass licks
assbang
assbanged
assbangeded
assbangeder
assbangedes
assbangeding
assbangedly
assbangeds
assbanger
assbanges
assbanging
assbangly
assbangs
assbangsed
assbangser
assbangses
assbangsing
assbangsly
assbangss
assed
asser
asses
assesed
asseser
asseses
assesing
assesly
assess
assfuck
assfucked
assfucker
assfuckered
assfuckerer
assfuckeres
assfuckering
assfuckerly
assfuckers
assfuckes
assfucking
assfuckly
assfucks
asshat
asshated
asshater
asshates
asshating
asshatly
asshats
assholeed
assholeer
assholees
assholeing
assholely
assholes
assholesed
assholeser
assholeses
assholesing
assholesly
assholess
assing
assly
assmaster
assmastered
assmasterer
assmasteres
assmastering
assmasterly
assmasters
assmunch
assmunched
assmuncher
assmunches
assmunching
assmunchly
assmunchs
asss
asswipe
asswipeed
asswipeer
asswipees
asswipeing
asswipely
asswipes
asswipesed
asswipeser
asswipeses
asswipesing
asswipesly
asswipess
azz
azzed
azzer
azzes
azzing
azzly
azzs
babeed
babeer
babees
babeing
babely
babes
babesed
babeser
babeses
babesing
babesly
babess
ballsac
ballsaced
ballsacer
ballsaces
ballsacing
ballsack
ballsacked
ballsacker
ballsackes
ballsacking
ballsackly
ballsacks
ballsacly
ballsacs
ballsed
ballser
ballses
ballsing
ballsly
ballss
barf
barfed
barfer
barfes
barfing
barfly
barfs
bastard
bastarded
bastarder
bastardes
bastarding
bastardly
bastards
bastardsed
bastardser
bastardses
bastardsing
bastardsly
bastardss
bawdy
bawdyed
bawdyer
bawdyes
bawdying
bawdyly
bawdys
beaner
beanered
beanerer
beaneres
beanering
beanerly
beaners
beardedclam
beardedclamed
beardedclamer
beardedclames
beardedclaming
beardedclamly
beardedclams
beastiality
beastialityed
beastialityer
beastialityes
beastialitying
beastialityly
beastialitys
beatch
beatched
beatcher
beatches
beatching
beatchly
beatchs
beater
beatered
beaterer
beateres
beatering
beaterly
beaters
beered
beerer
beeres
beering
beerly
beeyotch
beeyotched
beeyotcher
beeyotches
beeyotching
beeyotchly
beeyotchs
beotch
beotched
beotcher
beotches
beotching
beotchly
beotchs
biatch
biatched
biatcher
biatches
biatching
biatchly
biatchs
big tits
big titsed
big titser
big titses
big titsing
big titsly
big titss
bigtits
bigtitsed
bigtitser
bigtitses
bigtitsing
bigtitsly
bigtitss
bimbo
bimboed
bimboer
bimboes
bimboing
bimboly
bimbos
bisexualed
bisexualer
bisexuales
bisexualing
bisexually
bisexuals
bitch
bitched
bitcheded
bitcheder
bitchedes
bitcheding
bitchedly
bitcheds
bitcher
bitches
bitchesed
bitcheser
bitcheses
bitchesing
bitchesly
bitchess
bitching
bitchly
bitchs
bitchy
bitchyed
bitchyer
bitchyes
bitchying
bitchyly
bitchys
bleached
bleacher
bleaches
bleaching
bleachly
bleachs
blow job
blow jobed
blow jober
blow jobes
blow jobing
blow jobly
blow jobs
blowed
blower
blowes
blowing
blowjob
blowjobed
blowjober
blowjobes
blowjobing
blowjobly
blowjobs
blowjobsed
blowjobser
blowjobses
blowjobsing
blowjobsly
blowjobss
blowly
blows
boink
boinked
boinker
boinkes
boinking
boinkly
boinks
bollock
bollocked
bollocker
bollockes
bollocking
bollockly
bollocks
bollocksed
bollockser
bollockses
bollocksing
bollocksly
bollockss
bollok
bolloked
bolloker
bollokes
bolloking
bollokly
bolloks
boner
bonered
bonerer
boneres
bonering
bonerly
boners
bonersed
bonerser
bonerses
bonersing
bonersly
bonerss
bong
bonged
bonger
bonges
bonging
bongly
bongs
boob
boobed
boober
boobes
boobies
boobiesed
boobieser
boobieses
boobiesing
boobiesly
boobiess
boobing
boobly
boobs
boobsed
boobser
boobses
boobsing
boobsly
boobss
booby
boobyed
boobyer
boobyes
boobying
boobyly
boobys
booger
boogered
boogerer
boogeres
boogering
boogerly
boogers
bookie
bookieed
bookieer
bookiees
bookieing
bookiely
bookies
bootee
booteeed
booteeer
booteees
booteeing
booteely
bootees
bootie
bootieed
bootieer
bootiees
bootieing
bootiely
booties
booty
bootyed
bootyer
bootyes
bootying
bootyly
bootys
boozeed
boozeer
boozees
boozeing
boozely
boozer
boozered
boozerer
boozeres
boozering
boozerly
boozers
boozes
boozy
boozyed
boozyer
boozyes
boozying
boozyly
boozys
bosomed
bosomer
bosomes
bosoming
bosomly
bosoms
bosomy
bosomyed
bosomyer
bosomyes
bosomying
bosomyly
bosomys
bugger
buggered
buggerer
buggeres
buggering
buggerly
buggers
bukkake
bukkakeed
bukkakeer
bukkakees
bukkakeing
bukkakely
bukkakes
bull shit
bull shited
bull shiter
bull shites
bull shiting
bull shitly
bull shits
bullshit
bullshited
bullshiter
bullshites
bullshiting
bullshitly
bullshits
bullshitsed
bullshitser
bullshitses
bullshitsing
bullshitsly
bullshitss
bullshitted
bullshitteded
bullshitteder
bullshittedes
bullshitteding
bullshittedly
bullshitteds
bullturds
bullturdsed
bullturdser
bullturdses
bullturdsing
bullturdsly
bullturdss
bung
bunged
bunger
bunges
bunging
bungly
bungs
busty
bustyed
bustyer
bustyes
bustying
bustyly
bustys
butt
butt fuck
butt fucked
butt fucker
butt fuckes
butt fucking
butt fuckly
butt fucks
butted
buttes
buttfuck
buttfucked
buttfucker
buttfuckered
buttfuckerer
buttfuckeres
buttfuckering
buttfuckerly
buttfuckers
buttfuckes
buttfucking
buttfuckly
buttfucks
butting
buttly
buttplug
buttpluged
buttpluger
buttpluges
buttpluging
buttplugly
buttplugs
butts
caca
cacaed
cacaer
cacaes
cacaing
cacaly
cacas
cahone
cahoneed
cahoneer
cahonees
cahoneing
cahonely
cahones
cameltoe
cameltoeed
cameltoeer
cameltoees
cameltoeing
cameltoely
cameltoes
carpetmuncher
carpetmunchered
carpetmuncherer
carpetmuncheres
carpetmunchering
carpetmuncherly
carpetmunchers
cawk
cawked
cawker
cawkes
cawking
cawkly
cawks
chinc
chinced
chincer
chinces
chincing
chincly
chincs
chincsed
chincser
chincses
chincsing
chincsly
chincss
chink
chinked
chinker
chinkes
chinking
chinkly
chinks
chode
chodeed
chodeer
chodees
chodeing
chodely
chodes
chodesed
chodeser
chodeses
chodesing
chodesly
chodess
clit
clited
cliter
clites
cliting
clitly
clitoris
clitorised
clitoriser
clitorises
clitorising
clitorisly
clitoriss
clitorus
clitorused
clitoruser
clitoruses
clitorusing
clitorusly
clitoruss
clits
clitsed
clitser
clitses
clitsing
clitsly
clitss
clitty
clittyed
clittyer
clittyes
clittying
clittyly
clittys
cocain
cocaine
cocained
cocaineed
cocaineer
cocainees
cocaineing
cocainely
cocainer
cocaines
cocaining
cocainly
cocains
cock
cock sucker
cock suckered
cock suckerer
cock suckeres
cock suckering
cock suckerly
cock suckers
cockblock
cockblocked
cockblocker
cockblockes
cockblocking
cockblockly
cockblocks
cocked
cocker
cockes
cockholster
cockholstered
cockholsterer
cockholsteres
cockholstering
cockholsterly
cockholsters
cocking
cockknocker
cockknockered
cockknockerer
cockknockeres
cockknockering
cockknockerly
cockknockers
cockly
cocks
cocksed
cockser
cockses
cocksing
cocksly
cocksmoker
cocksmokered
cocksmokerer
cocksmokeres
cocksmokering
cocksmokerly
cocksmokers
cockss
cocksucker
cocksuckered
cocksuckerer
cocksuckeres
cocksuckering
cocksuckerly
cocksuckers
coital
coitaled
coitaler
coitales
coitaling
coitally
coitals
commie
commieed
commieer
commiees
commieing
commiely
commies
condomed
condomer
condomes
condoming
condomly
condoms
coon
cooned
cooner
coones
cooning
coonly
coons
coonsed
coonser
coonses
coonsing
coonsly
coonss
corksucker
corksuckered
corksuckerer
corksuckeres
corksuckering
corksuckerly
corksuckers
cracked
crackwhore
crackwhoreed
crackwhoreer
crackwhorees
crackwhoreing
crackwhorely
crackwhores
crap
craped
craper
crapes
craping
craply
crappy
crappyed
crappyer
crappyes
crappying
crappyly
crappys
cum
cumed
cumer
cumes
cuming
cumly
cummin
cummined
cumminer
cummines
cumming
cumminged
cumminger
cumminges
cumminging
cummingly
cummings
cummining
cumminly
cummins
cums
cumshot
cumshoted
cumshoter
cumshotes
cumshoting
cumshotly
cumshots
cumshotsed
cumshotser
cumshotses
cumshotsing
cumshotsly
cumshotss
cumslut
cumsluted
cumsluter
cumslutes
cumsluting
cumslutly
cumsluts
cumstain
cumstained
cumstainer
cumstaines
cumstaining
cumstainly
cumstains
cunilingus
cunilingused
cunilinguser
cunilinguses
cunilingusing
cunilingusly
cunilinguss
cunnilingus
cunnilingused
cunnilinguser
cunnilinguses
cunnilingusing
cunnilingusly
cunnilinguss
cunny
cunnyed
cunnyer
cunnyes
cunnying
cunnyly
cunnys
cunt
cunted
cunter
cuntes
cuntface
cuntfaceed
cuntfaceer
cuntfacees
cuntfaceing
cuntfacely
cuntfaces
cunthunter
cunthuntered
cunthunterer
cunthunteres
cunthuntering
cunthunterly
cunthunters
cunting
cuntlick
cuntlicked
cuntlicker
cuntlickered
cuntlickerer
cuntlickeres
cuntlickering
cuntlickerly
cuntlickers
cuntlickes
cuntlicking
cuntlickly
cuntlicks
cuntly
cunts
cuntsed
cuntser
cuntses
cuntsing
cuntsly
cuntss
dago
dagoed
dagoer
dagoes
dagoing
dagoly
dagos
dagosed
dagoser
dagoses
dagosing
dagosly
dagoss
dammit
dammited
dammiter
dammites
dammiting
dammitly
dammits
damn
damned
damneded
damneder
damnedes
damneding
damnedly
damneds
damner
damnes
damning
damnit
damnited
damniter
damnites
damniting
damnitly
damnits
damnly
damns
dick
dickbag
dickbaged
dickbager
dickbages
dickbaging
dickbagly
dickbags
dickdipper
dickdippered
dickdipperer
dickdipperes
dickdippering
dickdipperly
dickdippers
dicked
dicker
dickes
dickface
dickfaceed
dickfaceer
dickfacees
dickfaceing
dickfacely
dickfaces
dickflipper
dickflippered
dickflipperer
dickflipperes
dickflippering
dickflipperly
dickflippers
dickhead
dickheaded
dickheader
dickheades
dickheading
dickheadly
dickheads
dickheadsed
dickheadser
dickheadses
dickheadsing
dickheadsly
dickheadss
dicking
dickish
dickished
dickisher
dickishes
dickishing
dickishly
dickishs
dickly
dickripper
dickrippered
dickripperer
dickripperes
dickrippering
dickripperly
dickrippers
dicks
dicksipper
dicksippered
dicksipperer
dicksipperes
dicksippering
dicksipperly
dicksippers
dickweed
dickweeded
dickweeder
dickweedes
dickweeding
dickweedly
dickweeds
dickwhipper
dickwhippered
dickwhipperer
dickwhipperes
dickwhippering
dickwhipperly
dickwhippers
dickzipper
dickzippered
dickzipperer
dickzipperes
dickzippering
dickzipperly
dickzippers
diddle
diddleed
diddleer
diddlees
diddleing
diddlely
diddles
dike
dikeed
dikeer
dikees
dikeing
dikely
dikes
dildo
dildoed
dildoer
dildoes
dildoing
dildoly
dildos
dildosed
dildoser
dildoses
dildosing
dildosly
dildoss
diligaf
diligafed
diligafer
diligafes
diligafing
diligafly
diligafs
dillweed
dillweeded
dillweeder
dillweedes
dillweeding
dillweedly
dillweeds
dimwit
dimwited
dimwiter
dimwites
dimwiting
dimwitly
dimwits
dingle
dingleed
dingleer
dinglees
dingleing
dinglely
dingles
dipship
dipshiped
dipshiper
dipshipes
dipshiping
dipshiply
dipships
dizzyed
dizzyer
dizzyes
dizzying
dizzyly
dizzys
doggiestyleed
doggiestyleer
doggiestylees
doggiestyleing
doggiestylely
doggiestyles
doggystyleed
doggystyleer
doggystylees
doggystyleing
doggystylely
doggystyles
dong
donged
donger
donges
donging
dongly
dongs
doofus
doofused
doofuser
doofuses
doofusing
doofusly
doofuss
doosh
dooshed
doosher
dooshes
dooshing
dooshly
dooshs
dopeyed
dopeyer
dopeyes
dopeying
dopeyly
dopeys
douchebag
douchebaged
douchebager
douchebages
douchebaging
douchebagly
douchebags
douchebagsed
douchebagser
douchebagses
douchebagsing
douchebagsly
douchebagss
doucheed
doucheer
douchees
doucheing
douchely
douches
douchey
doucheyed
doucheyer
doucheyes
doucheying
doucheyly
doucheys
drunk
drunked
drunker
drunkes
drunking
drunkly
drunks
dumass
dumassed
dumasser
dumasses
dumassing
dumassly
dumasss
dumbass
dumbassed
dumbasser
dumbasses
dumbassesed
dumbasseser
dumbasseses
dumbassesing
dumbassesly
dumbassess
dumbassing
dumbassly
dumbasss
dummy
dummyed
dummyer
dummyes
dummying
dummyly
dummys
dyke
dykeed
dykeer
dykees
dykeing
dykely
dykes
dykesed
dykeser
dykeses
dykesing
dykesly
dykess
erotic
eroticed
eroticer
erotices
eroticing
eroticly
erotics
extacy
extacyed
extacyer
extacyes
extacying
extacyly
extacys
extasy
extasyed
extasyer
extasyes
extasying
extasyly
extasys
fack
facked
facker
fackes
facking
fackly
facks
fag
faged
fager
fages
fagg
fagged
faggeded
faggeder
faggedes
faggeding
faggedly
faggeds
fagger
fagges
fagging
faggit
faggited
faggiter
faggites
faggiting
faggitly
faggits
faggly
faggot
faggoted
faggoter
faggotes
faggoting
faggotly
faggots
faggs
faging
fagly
fagot
fagoted
fagoter
fagotes
fagoting
fagotly
fagots
fags
fagsed
fagser
fagses
fagsing
fagsly
fagss
faig
faiged
faiger
faiges
faiging
faigly
faigs
faigt
faigted
faigter
faigtes
faigting
faigtly
faigts
fannybandit
fannybandited
fannybanditer
fannybandites
fannybanditing
fannybanditly
fannybandits
farted
farter
fartes
farting
fartknocker
fartknockered
fartknockerer
fartknockeres
fartknockering
fartknockerly
fartknockers
fartly
farts
felch
felched
felcher
felchered
felcherer
felcheres
felchering
felcherly
felchers
felches
felching
felchinged
felchinger
felchinges
felchinging
felchingly
felchings
felchly
felchs
fellate
fellateed
fellateer
fellatees
fellateing
fellately
fellates
fellatio
fellatioed
fellatioer
fellatioes
fellatioing
fellatioly
fellatios
feltch
feltched
feltcher
feltchered
feltcherer
feltcheres
feltchering
feltcherly
feltchers
feltches
feltching
feltchly
feltchs
feom
feomed
feomer
feomes
feoming
feomly
feoms
fisted
fisteded
fisteder
fistedes
fisteding
fistedly
fisteds
fisting
fistinged
fistinger
fistinges
fistinging
fistingly
fistings
fisty
fistyed
fistyer
fistyes
fistying
fistyly
fistys
floozy
floozyed
floozyer
floozyes
floozying
floozyly
floozys
foad
foaded
foader
foades
foading
foadly
foads
fondleed
fondleer
fondlees
fondleing
fondlely
fondles
foobar
foobared
foobarer
foobares
foobaring
foobarly
foobars
freex
freexed
freexer
freexes
freexing
freexly
freexs
frigg
frigga
friggaed
friggaer
friggaes
friggaing
friggaly
friggas
frigged
frigger
frigges
frigging
friggly
friggs
fubar
fubared
fubarer
fubares
fubaring
fubarly
fubars
fuck
fuckass
fuckassed
fuckasser
fuckasses
fuckassing
fuckassly
fuckasss
fucked
fuckeded
fuckeder
fuckedes
fuckeding
fuckedly
fuckeds
fucker
fuckered
fuckerer
fuckeres
fuckering
fuckerly
fuckers
fuckes
fuckface
fuckfaceed
fuckfaceer
fuckfacees
fuckfaceing
fuckfacely
fuckfaces
fuckin
fuckined
fuckiner
fuckines
fucking
fuckinged
fuckinger
fuckinges
fuckinging
fuckingly
fuckings
fuckining
fuckinly
fuckins
fuckly
fucknugget
fucknuggeted
fucknuggeter
fucknuggetes
fucknuggeting
fucknuggetly
fucknuggets
fucknut
fucknuted
fucknuter
fucknutes
fucknuting
fucknutly
fucknuts
fuckoff
fuckoffed
fuckoffer
fuckoffes
fuckoffing
fuckoffly
fuckoffs
fucks
fucksed
fuckser
fuckses
fucksing
fucksly
fuckss
fucktard
fucktarded
fucktarder
fucktardes
fucktarding
fucktardly
fucktards
fuckup
fuckuped
fuckuper
fuckupes
fuckuping
fuckuply
fuckups
fuckwad
fuckwaded
fuckwader
fuckwades
fuckwading
fuckwadly
fuckwads
fuckwit
fuckwited
fuckwiter
fuckwites
fuckwiting
fuckwitly
fuckwits
fudgepacker
fudgepackered
fudgepackerer
fudgepackeres
fudgepackering
fudgepackerly
fudgepackers
fuk
fuked
fuker
fukes
fuking
fukly
fuks
fvck
fvcked
fvcker
fvckes
fvcking
fvckly
fvcks
fxck
fxcked
fxcker
fxckes
fxcking
fxckly
fxcks
gae
gaeed
gaeer
gaees
gaeing
gaely
gaes
gai
gaied
gaier
gaies
gaiing
gaily
gais
ganja
ganjaed
ganjaer
ganjaes
ganjaing
ganjaly
ganjas
gayed
gayer
gayes
gaying
gayly
gays
gaysed
gayser
gayses
gaysing
gaysly
gayss
gey
geyed
geyer
geyes
geying
geyly
geys
gfc
gfced
gfcer
gfces
gfcing
gfcly
gfcs
gfy
gfyed
gfyer
gfyes
gfying
gfyly
gfys
ghay
ghayed
ghayer
ghayes
ghaying
ghayly
ghays
ghey
gheyed
gheyer
gheyes
gheying
gheyly
gheys
gigolo
gigoloed
gigoloer
gigoloes
gigoloing
gigololy
gigolos
goatse
goatseed
goatseer
goatsees
goatseing
goatsely
goatses
godamn
godamned
godamner
godamnes
godamning
godamnit
godamnited
godamniter
godamnites
godamniting
godamnitly
godamnits
godamnly
godamns
goddam
goddamed
goddamer
goddames
goddaming
goddamly
goddammit
goddammited
goddammiter
goddammites
goddammiting
goddammitly
goddammits
goddamn
goddamned
goddamner
goddamnes
goddamning
goddamnly
goddamns
goddams
goldenshower
goldenshowered
goldenshowerer
goldenshoweres
goldenshowering
goldenshowerly
goldenshowers
gonad
gonaded
gonader
gonades
gonading
gonadly
gonads
gonadsed
gonadser
gonadses
gonadsing
gonadsly
gonadss
gook
gooked
gooker
gookes
gooking
gookly
gooks
gooksed
gookser
gookses
gooksing
gooksly
gookss
gringo
gringoed
gringoer
gringoes
gringoing
gringoly
gringos
gspot
gspoted
gspoter
gspotes
gspoting
gspotly
gspots
gtfo
gtfoed
gtfoer
gtfoes
gtfoing
gtfoly
gtfos
guido
guidoed
guidoer
guidoes
guidoing
guidoly
guidos
handjob
handjobed
handjober
handjobes
handjobing
handjobly
handjobs
hard on
hard oned
hard oner
hard ones
hard oning
hard only
hard ons
hardknight
hardknighted
hardknighter
hardknightes
hardknighting
hardknightly
hardknights
hebe
hebeed
hebeer
hebees
hebeing
hebely
hebes
heeb
heebed
heeber
heebes
heebing
heebly
heebs
hell
helled
heller
helles
helling
hellly
hells
hemp
hemped
hemper
hempes
hemping
hemply
hemps
heroined
heroiner
heroines
heroining
heroinly
heroins
herp
herped
herper
herpes
herpesed
herpeser
herpeses
herpesing
herpesly
herpess
herping
herply
herps
herpy
herpyed
herpyer
herpyes
herpying
herpyly
herpys
hitler
hitlered
hitlerer
hitleres
hitlering
hitlerly
hitlers
hived
hiver
hives
hiving
hivly
hivs
hobag
hobaged
hobager
hobages
hobaging
hobagly
hobags
homey
homeyed
homeyer
homeyes
homeying
homeyly
homeys
homo
homoed
homoer
homoes
homoey
homoeyed
homoeyer
homoeyes
homoeying
homoeyly
homoeys
homoing
homoly
homos
honky
honkyed
honkyer
honkyes
honkying
honkyly
honkys
hooch
hooched
hoocher
hooches
hooching
hoochly
hoochs
hookah
hookahed
hookaher
hookahes
hookahing
hookahly
hookahs
hooker
hookered
hookerer
hookeres
hookering
hookerly
hookers
hoor
hoored
hoorer
hoores
hooring
hoorly
hoors
hootch
hootched
hootcher
hootches
hootching
hootchly
hootchs
hooter
hootered
hooterer
hooteres
hootering
hooterly
hooters
hootersed
hooterser
hooterses
hootersing
hootersly
hooterss
horny
hornyed
hornyer
hornyes
hornying
hornyly
hornys
houstoned
houstoner
houstones
houstoning
houstonly
houstons
hump
humped
humpeded
humpeder
humpedes
humpeding
humpedly
humpeds
humper
humpes
humping
humpinged
humpinger
humpinges
humpinging
humpingly
humpings
humply
humps
husbanded
husbander
husbandes
husbanding
husbandly
husbands
hussy
hussyed
hussyer
hussyes
hussying
hussyly
hussys
hymened
hymener
hymenes
hymening
hymenly
hymens
inbred
inbreded
inbreder
inbredes
inbreding
inbredly
inbreds
incest
incested
incester
incestes
incesting
incestly
incests
injun
injuned
injuner
injunes
injuning
injunly
injuns
jackass
jackassed
jackasser
jackasses
jackassing
jackassly
jackasss
jackhole
jackholeed
jackholeer
jackholees
jackholeing
jackholely
jackholes
jackoff
jackoffed
jackoffer
jackoffes
jackoffing
jackoffly
jackoffs
jap
japed
japer
japes
japing
japly
japs
japsed
japser
japses
japsing
japsly
japss
jerkoff
jerkoffed
jerkoffer
jerkoffes
jerkoffing
jerkoffly
jerkoffs
jerks
jism
jismed
jismer
jismes
jisming
jismly
jisms
jiz
jized
jizer
jizes
jizing
jizly
jizm
jizmed
jizmer
jizmes
jizming
jizmly
jizms
jizs
jizz
jizzed
jizzeded
jizzeder
jizzedes
jizzeding
jizzedly
jizzeds
jizzer
jizzes
jizzing
jizzly
jizzs
junkie
junkieed
junkieer
junkiees
junkieing
junkiely
junkies
junky
junkyed
junkyer
junkyes
junkying
junkyly
junkys
kike
kikeed
kikeer
kikees
kikeing
kikely
kikes
kikesed
kikeser
kikeses
kikesing
kikesly
kikess
killed
killer
killes
killing
killly
kills
kinky
kinkyed
kinkyer
kinkyes
kinkying
kinkyly
kinkys
kkk
kkked
kkker
kkkes
kkking
kkkly
kkks
klan
klaned
klaner
klanes
klaning
klanly
klans
knobend
knobended
knobender
knobendes
knobending
knobendly
knobends
kooch
kooched
koocher
kooches
koochesed
koocheser
koocheses
koochesing
koochesly
koochess
kooching
koochly
koochs
kootch
kootched
kootcher
kootches
kootching
kootchly
kootchs
kraut
krauted
krauter
krautes
krauting
krautly
krauts
kyke
kykeed
kykeer
kykees
kykeing
kykely
kykes
lech
leched
lecher
leches
leching
lechly
lechs
leper
lepered
leperer
leperes
lepering
leperly
lepers
lesbiansed
lesbianser
lesbianses
lesbiansing
lesbiansly
lesbianss
lesbo
lesboed
lesboer
lesboes
lesboing
lesboly
lesbos
lesbosed
lesboser
lesboses
lesbosing
lesbosly
lesboss
lez
lezbianed
lezbianer
lezbianes
lezbianing
lezbianly
lezbians
lezbiansed
lezbianser
lezbianses
lezbiansing
lezbiansly
lezbianss
lezbo
lezboed
lezboer
lezboes
lezboing
lezboly
lezbos
lezbosed
lezboser
lezboses
lezbosing
lezbosly
lezboss
lezed
lezer
lezes
lezing
lezly
lezs
lezzie
lezzieed
lezzieer
lezziees
lezzieing
lezziely
lezzies
lezziesed
lezzieser
lezzieses
lezziesing
lezziesly
lezziess
lezzy
lezzyed
lezzyer
lezzyes
lezzying
lezzyly
lezzys
lmaoed
lmaoer
lmaoes
lmaoing
lmaoly
lmaos
lmfao
lmfaoed
lmfaoer
lmfaoes
lmfaoing
lmfaoly
lmfaos
loined
loiner
loines
loining
loinly
loins
loinsed
loinser
loinses
loinsing
loinsly
loinss
lubeed
lubeer
lubees
lubeing
lubely
lubes
lusty
lustyed
lustyer
lustyes
lustying
lustyly
lustys
massa
massaed
massaer
massaes
massaing
massaly
massas
masterbate
masterbateed
masterbateer
masterbatees
masterbateing
masterbately
masterbates
masterbating
masterbatinged
masterbatinger
masterbatinges
masterbatinging
masterbatingly
masterbatings
masterbation
masterbationed
masterbationer
masterbationes
masterbationing
masterbationly
masterbations
masturbate
masturbateed
masturbateer
masturbatees
masturbateing
masturbately
masturbates
masturbating
masturbatinged
masturbatinger
masturbatinges
masturbatinging
masturbatingly
masturbatings
masturbation
masturbationed
masturbationer
masturbationes
masturbationing
masturbationly
masturbations
methed
mether
methes
mething
methly
meths
militaryed
militaryer
militaryes
militarying
militaryly
militarys
mofo
mofoed
mofoer
mofoes
mofoing
mofoly
mofos
molest
molested
molester
molestes
molesting
molestly
molests
moolie
moolieed
moolieer
mooliees
moolieing
mooliely
moolies
moron
moroned
moroner
morones
moroning
moronly
morons
motherfucka
motherfuckaed
motherfuckaer
motherfuckaes
motherfuckaing
motherfuckaly
motherfuckas
motherfucker
motherfuckered
motherfuckerer
motherfuckeres
motherfuckering
motherfuckerly
motherfuckers
motherfucking
motherfuckinged
motherfuckinger
motherfuckinges
motherfuckinging
motherfuckingly
motherfuckings
mtherfucker
mtherfuckered
mtherfuckerer
mtherfuckeres
mtherfuckering
mtherfuckerly
mtherfuckers
mthrfucker
mthrfuckered
mthrfuckerer
mthrfuckeres
mthrfuckering
mthrfuckerly
mthrfuckers
mthrfucking
mthrfuckinged
mthrfuckinger
mthrfuckinges
mthrfuckinging
mthrfuckingly
mthrfuckings
muff
muffdiver
muffdivered
muffdiverer
muffdiveres
muffdivering
muffdiverly
muffdivers
muffed
muffer
muffes
muffing
muffly
muffs
murdered
murderer
murderes
murdering
murderly
murders
muthafuckaz
muthafuckazed
muthafuckazer
muthafuckazes
muthafuckazing
muthafuckazly
muthafuckazs
muthafucker
muthafuckered
muthafuckerer
muthafuckeres
muthafuckering
muthafuckerly
muthafuckers
mutherfucker
mutherfuckered
mutherfuckerer
mutherfuckeres
mutherfuckering
mutherfuckerly
mutherfuckers
mutherfucking
mutherfuckinged
mutherfuckinger
mutherfuckinges
mutherfuckinging
mutherfuckingly
mutherfuckings
muthrfucking
muthrfuckinged
muthrfuckinger
muthrfuckinges
muthrfuckinging
muthrfuckingly
muthrfuckings
nad
naded
nader
nades
nading
nadly
nads
nadsed
nadser
nadses
nadsing
nadsly
nadss
nakeded
nakeder
nakedes
nakeding
nakedly
nakeds
napalm
napalmed
napalmer
napalmes
napalming
napalmly
napalms
nappy
nappyed
nappyer
nappyes
nappying
nappyly
nappys
nazi
nazied
nazier
nazies
naziing
nazily
nazis
nazism
nazismed
nazismer
nazismes
nazisming
nazismly
nazisms
negro
negroed
negroer
negroes
negroing
negroly
negros
nigga
niggaed
niggaer
niggaes
niggah
niggahed
niggaher
niggahes
niggahing
niggahly
niggahs
niggaing
niggaly
niggas
niggased
niggaser
niggases
niggasing
niggasly
niggass
niggaz
niggazed
niggazer
niggazes
niggazing
niggazly
niggazs
nigger
niggered
niggerer
niggeres
niggering
niggerly
niggers
niggersed
niggerser
niggerses
niggersing
niggersly
niggerss
niggle
niggleed
niggleer
nigglees
niggleing
nigglely
niggles
niglet
nigleted
nigleter
nigletes
nigleting
nigletly
niglets
nimrod
nimroded
nimroder
nimrodes
nimroding
nimrodly
nimrods
ninny
ninnyed
ninnyer
ninnyes
ninnying
ninnyly
ninnys
nooky
nookyed
nookyer
nookyes
nookying
nookyly
nookys
nuccitelli
nuccitellied
nuccitellier
nuccitellies
nuccitelliing
nuccitellily
nuccitellis
nympho
nymphoed
nymphoer
nymphoes
nymphoing
nympholy
nymphos
opium
opiumed
opiumer
opiumes
opiuming
opiumly
opiums
orgies
orgiesed
orgieser
orgieses
orgiesing
orgiesly
orgiess
orgy
orgyed
orgyer
orgyes
orgying
orgyly
orgys
paddy
paddyed
paddyer
paddyes
paddying
paddyly
paddys
paki
pakied
pakier
pakies
pakiing
pakily
pakis
pantie
pantieed
pantieer
pantiees
pantieing
pantiely
panties
pantiesed
pantieser
pantieses
pantiesing
pantiesly
pantiess
panty
pantyed
pantyer
pantyes
pantying
pantyly
pantys
pastie
pastieed
pastieer
pastiees
pastieing
pastiely
pasties
pasty
pastyed
pastyer
pastyes
pastying
pastyly
pastys
pecker
peckered
peckerer
peckeres
peckering
peckerly
peckers
pedo
pedoed
pedoer
pedoes
pedoing
pedoly
pedophile
pedophileed
pedophileer
pedophilees
pedophileing
pedophilely
pedophiles
pedophilia
pedophiliac
pedophiliaced
pedophiliacer
pedophiliaces
pedophiliacing
pedophiliacly
pedophiliacs
pedophiliaed
pedophiliaer
pedophiliaes
pedophiliaing
pedophilialy
pedophilias
pedos
penial
penialed
penialer
peniales
penialing
penially
penials
penile
penileed
penileer
penilees
penileing
penilely
peniles
penis
penised
peniser
penises
penising
penisly
peniss
perversion
perversioned
perversioner
perversiones
perversioning
perversionly
perversions
peyote
peyoteed
peyoteer
peyotees
peyoteing
peyotely
peyotes
phuck
phucked
phucker
phuckes
phucking
phuckly
phucks
pillowbiter
pillowbitered
pillowbiterer
pillowbiteres
pillowbitering
pillowbiterly
pillowbiters
pimp
pimped
pimper
pimpes
pimping
pimply
pimps
pinko
pinkoed
pinkoer
pinkoes
pinkoing
pinkoly
pinkos
pissed
pisseded
pisseder
pissedes
pisseding
pissedly
pisseds
pisser
pisses
pissing
pissly
pissoff
pissoffed
pissoffer
pissoffes
pissoffing
pissoffly
pissoffs
pisss
polack
polacked
polacker
polackes
polacking
polackly
polacks
pollock
pollocked
pollocker
pollockes
pollocking
pollockly
pollocks
poon
pooned
pooner
poones
pooning
poonly
poons
poontang
poontanged
poontanger
poontanges
poontanging
poontangly
poontangs
porn
porned
porner
pornes
porning
pornly
porno
pornoed
pornoer
pornoes
pornography
pornographyed
pornographyer
pornographyes
pornographying
pornographyly
pornographys
pornoing
pornoly
pornos
porns
prick
pricked
pricker
prickes
pricking
prickly
pricks
prig
priged
priger
priges
priging
prigly
prigs
prostitute
prostituteed
prostituteer
prostitutees
prostituteing
prostitutely
prostitutes
prude
prudeed
prudeer
prudees
prudeing
prudely
prudes
punkass
punkassed
punkasser
punkasses
punkassing
punkassly
punkasss
punky
punkyed
punkyer
punkyes
punkying
punkyly
punkys
puss
pussed
pusser
pusses
pussies
pussiesed
pussieser
pussieses
pussiesing
pussiesly
pussiess
pussing
pussly
pusss
pussy
pussyed
pussyer
pussyes
pussying
pussyly
pussypounder
pussypoundered
pussypounderer
pussypounderes
pussypoundering
pussypounderly
pussypounders
pussys
puto
putoed
putoer
putoes
putoing
putoly
putos
queaf
queafed
queafer
queafes
queafing
queafly
queafs
queef
queefed
queefer
queefes
queefing
queefly
queefs
queer
queered
queerer
queeres
queering
queerly
queero
queeroed
queeroer
queeroes
queeroing
queeroly
queeros
queers
queersed
queerser
queerses
queersing
queersly
queerss
quicky
quickyed
quickyer
quickyes
quickying
quickyly
quickys
quim
quimed
quimer
quimes
quiming
quimly
quims
racy
racyed
racyer
racyes
racying
racyly
racys
rape
raped
rapeded
rapeder
rapedes
rapeding
rapedly
rapeds
rapeed
rapeer
rapees
rapeing
rapely
raper
rapered
raperer
raperes
rapering
raperly
rapers
rapes
rapist
rapisted
rapister
rapistes
rapisting
rapistly
rapists
raunch
raunched
rauncher
raunches
raunching
raunchly
raunchs
rectus
rectused
rectuser
rectuses
rectusing
rectusly
rectuss
reefer
reefered
reeferer
reeferes
reefering
reeferly
reefers
reetard
reetarded
reetarder
reetardes
reetarding
reetardly
reetards
reich
reiched
reicher
reiches
reiching
reichly
reichs
retard
retarded
retardeded
retardeder
retardedes
retardeding
retardedly
retardeds
retarder
retardes
retarding
retardly
retards
rimjob
rimjobed
rimjober
rimjobes
rimjobing
rimjobly
rimjobs
ritard
ritarded
ritarder
ritardes
ritarding
ritardly
ritards
rtard
rtarded
rtarder
rtardes
rtarding
rtardly
rtards
rum
rumed
rumer
rumes
ruming
rumly
rump
rumped
rumper
rumpes
rumping
rumply
rumprammer
rumprammered
rumprammerer
rumprammeres
rumprammering
rumprammerly
rumprammers
rumps
rums
ruski
ruskied
ruskier
ruskies
ruskiing
ruskily
ruskis
sadism
sadismed
sadismer
sadismes
sadisming
sadismly
sadisms
sadist
sadisted
sadister
sadistes
sadisting
sadistly
sadists
scag
scaged
scager
scages
scaging
scagly
scags
scantily
scantilyed
scantilyer
scantilyes
scantilying
scantilyly
scantilys
schlong
schlonged
schlonger
schlonges
schlonging
schlongly
schlongs
scrog
scroged
scroger
scroges
scroging
scrogly
scrogs
scrot
scrote
scroted
scroteed
scroteer
scrotees
scroteing
scrotely
scroter
scrotes
scroting
scrotly
scrots
scrotum
scrotumed
scrotumer
scrotumes
scrotuming
scrotumly
scrotums
scrud
scruded
scruder
scrudes
scruding
scrudly
scruds
scum
scumed
scumer
scumes
scuming
scumly
scums
seaman
seamaned
seamaner
seamanes
seamaning
seamanly
seamans
seamen
seamened
seamener
seamenes
seamening
seamenly
seamens
seduceed
seduceer
seducees
seduceing
seducely
seduces
semen
semened
semener
semenes
semening
semenly
semens
shamedame
shamedameed
shamedameer
shamedamees
shamedameing
shamedamely
shamedames
shit
shite
shiteater
shiteatered
shiteaterer
shiteateres
shiteatering
shiteaterly
shiteaters
shited
shiteed
shiteer
shitees
shiteing
shitely
shiter
shites
shitface
shitfaceed
shitfaceer
shitfacees
shitfaceing
shitfacely
shitfaces
shithead
shitheaded
shitheader
shitheades
shitheading
shitheadly
shitheads
shithole
shitholeed
shitholeer
shitholees
shitholeing
shitholely
shitholes
shithouse
shithouseed
shithouseer
shithousees
shithouseing
shithousely
shithouses
shiting
shitly
shits
shitsed
shitser
shitses
shitsing
shitsly
shitss
shitt
shitted
shitteded
shitteder
shittedes
shitteding
shittedly
shitteds
shitter
shittered
shitterer
shitteres
shittering
shitterly
shitters
shittes
shitting
shittly
shitts
shitty
shittyed
shittyer
shittyes
shittying
shittyly
shittys
shiz
shized
shizer
shizes
shizing
shizly
shizs
shooted
shooter
shootes
shooting
shootly
shoots
sissy
sissyed
sissyer
sissyes
sissying
sissyly
sissys
skag
skaged
skager
skages
skaging
skagly
skags
skank
skanked
skanker
skankes
skanking
skankly
skanks
slave
slaveed
slaveer
slavees
slaveing
slavely
slaves
sleaze
sleazeed
sleazeer
sleazees
sleazeing
sleazely
sleazes
sleazy
sleazyed
sleazyer
sleazyes
sleazying
sleazyly
sleazys
slut
slutdumper
slutdumpered
slutdumperer
slutdumperes
slutdumpering
slutdumperly
slutdumpers
sluted
sluter
slutes
sluting
slutkiss
slutkissed
slutkisser
slutkisses
slutkissing
slutkissly
slutkisss
slutly
sluts
slutsed
slutser
slutses
slutsing
slutsly
slutss
smegma
smegmaed
smegmaer
smegmaes
smegmaing
smegmaly
smegmas
smut
smuted
smuter
smutes
smuting
smutly
smuts
smutty
smuttyed
smuttyer
smuttyes
smuttying
smuttyly
smuttys
snatch
snatched
snatcher
snatches
snatching
snatchly
snatchs
sniper
snipered
sniperer
sniperes
snipering
sniperly
snipers
snort
snorted
snorter
snortes
snorting
snortly
snorts
snuff
snuffed
snuffer
snuffes
snuffing
snuffly
snuffs
sodom
sodomed
sodomer
sodomes
sodoming
sodomly
sodoms
spic
spiced
spicer
spices
spicing
spick
spicked
spicker
spickes
spicking
spickly
spicks
spicly
spics
spik
spoof
spoofed
spoofer
spoofes
spoofing
spoofly
spoofs
spooge
spoogeed
spoogeer
spoogees
spoogeing
spoogely
spooges
spunk
spunked
spunker
spunkes
spunking
spunkly
spunks
steamyed
steamyer
steamyes
steamying
steamyly
steamys
stfu
stfued
stfuer
stfues
stfuing
stfuly
stfus
stiffy
stiffyed
stiffyer
stiffyes
stiffying
stiffyly
stiffys
stoneded
stoneder
stonedes
stoneding
stonedly
stoneds
stupided
stupider
stupides
stupiding
stupidly
stupids
suckeded
suckeder
suckedes
suckeding
suckedly
suckeds
sucker
suckes
sucking
suckinged
suckinger
suckinges
suckinging
suckingly
suckings
suckly
sucks
sumofabiatch
sumofabiatched
sumofabiatcher
sumofabiatches
sumofabiatching
sumofabiatchly
sumofabiatchs
tard
tarded
tarder
tardes
tarding
tardly
tards
tawdry
tawdryed
tawdryer
tawdryes
tawdrying
tawdryly
tawdrys
teabagging
teabagginged
teabagginger
teabagginges
teabagginging
teabaggingly
teabaggings
terd
terded
terder
terdes
terding
terdly
terds
teste
testee
testeed
testeeed
testeeer
testeees
testeeing
testeely
testeer
testees
testeing
testely
testes
testesed
testeser
testeses
testesing
testesly
testess
testicle
testicleed
testicleer
testiclees
testicleing
testiclely
testicles
testis
testised
testiser
testises
testising
testisly
testiss
thrusted
thruster
thrustes
thrusting
thrustly
thrusts
thug
thuged
thuger
thuges
thuging
thugly
thugs
tinkle
tinkleed
tinkleer
tinklees
tinkleing
tinklely
tinkles
tit
tited
titer
tites
titfuck
titfucked
titfucker
titfuckes
titfucking
titfuckly
titfucks
titi
titied
titier
tities
titiing
titily
titing
titis
titly
tits
titsed
titser
titses
titsing
titsly
titss
tittiefucker
tittiefuckered
tittiefuckerer
tittiefuckeres
tittiefuckering
tittiefuckerly
tittiefuckers
titties
tittiesed
tittieser
tittieses
tittiesing
tittiesly
tittiess
titty
tittyed
tittyer
tittyes
tittyfuck
tittyfucked
tittyfucker
tittyfuckered
tittyfuckerer
tittyfuckeres
tittyfuckering
tittyfuckerly
tittyfuckers
tittyfuckes
tittyfucking
tittyfuckly
tittyfucks
tittying
tittyly
tittys
toke
tokeed
tokeer
tokees
tokeing
tokely
tokes
toots
tootsed
tootser
tootses
tootsing
tootsly
tootss
tramp
tramped
tramper
trampes
tramping
tramply
tramps
transsexualed
transsexualer
transsexuales
transsexualing
transsexually
transsexuals
trashy
trashyed
trashyer
trashyes
trashying
trashyly
trashys
tubgirl
tubgirled
tubgirler
tubgirles
tubgirling
tubgirlly
tubgirls
turd
turded
turder
turdes
turding
turdly
turds
tush
tushed
tusher
tushes
tushing
tushly
tushs
twat
twated
twater
twates
twating
twatly
twats
twatsed
twatser
twatses
twatsing
twatsly
twatss
undies
undiesed
undieser
undieses
undiesing
undiesly
undiess
unweded
unweder
unwedes
unweding
unwedly
unweds
uzi
uzied
uzier
uzies
uziing
uzily
uzis
vag
vaged
vager
vages
vaging
vagly
vags
valium
valiumed
valiumer
valiumes
valiuming
valiumly
valiums
venous
virgined
virginer
virgines
virgining
virginly
virgins
vixen
vixened
vixener
vixenes
vixening
vixenly
vixens
vodkaed
vodkaer
vodkaes
vodkaing
vodkaly
vodkas
voyeur
voyeured
voyeurer
voyeures
voyeuring
voyeurly
voyeurs
vulgar
vulgared
vulgarer
vulgares
vulgaring
vulgarly
vulgars
wang
wanged
wanger
wanges
wanging
wangly
wangs
wank
wanked
wanker
wankered
wankerer
wankeres
wankering
wankerly
wankers
wankes
wanking
wankly
wanks
wazoo
wazooed
wazooer
wazooes
wazooing
wazooly
wazoos
wedgie
wedgieed
wedgieer
wedgiees
wedgieing
wedgiely
wedgies
weeded
weeder
weedes
weeding
weedly
weeds
weenie
weenieed
weenieer
weeniees
weenieing
weeniely
weenies
weewee
weeweeed
weeweeer
weeweees
weeweeing
weeweely
weewees
weiner
weinered
weinerer
weineres
weinering
weinerly
weiners
weirdo
weirdoed
weirdoer
weirdoes
weirdoing
weirdoly
weirdos
wench
wenched
wencher
wenches
wenching
wenchly
wenchs
wetback
wetbacked
wetbacker
wetbackes
wetbacking
wetbackly
wetbacks
whitey
whiteyed
whiteyer
whiteyes
whiteying
whiteyly
whiteys
whiz
whized
whizer
whizes
whizing
whizly
whizs
whoralicious
whoralicioused
whoraliciouser
whoraliciouses
whoraliciousing
whoraliciously
whoraliciouss
whore
whorealicious
whorealicioused
whorealiciouser
whorealiciouses
whorealiciousing
whorealiciously
whorealiciouss
whored
whoreded
whoreder
whoredes
whoreding
whoredly
whoreds
whoreed
whoreer
whorees
whoreface
whorefaceed
whorefaceer
whorefacees
whorefaceing
whorefacely
whorefaces
whorehopper
whorehoppered
whorehopperer
whorehopperes
whorehoppering
whorehopperly
whorehoppers
whorehouse
whorehouseed
whorehouseer
whorehousees
whorehouseing
whorehousely
whorehouses
whoreing
whorely
whores
whoresed
whoreser
whoreses
whoresing
whoresly
whoress
whoring
whoringed
whoringer
whoringes
whoringing
whoringly
whorings
wigger
wiggered
wiggerer
wiggeres
wiggering
wiggerly
wiggers
woody
woodyed
woodyer
woodyes
woodying
woodyly
woodys
wop
woped
woper
wopes
woping
woply
wops
wtf
wtfed
wtfer
wtfes
wtfing
wtfly
wtfs
xxx
xxxed
xxxer
xxxes
xxxing
xxxly
xxxs
yeasty
yeastyed
yeastyer
yeastyes
yeastying
yeastyly
yeastys
yobbo
yobboed
yobboer
yobboes
yobboing
yobboly
yobbos
zoophile
zoophileed
zoophileer
zoophilees
zoophileing
zoophilely
zoophiles
anal
ass
ass lick
balls
ballsac
bisexual
bleach
causas
cheap
cost of miracles
cunt
display network stats
fart
fda and death
fda AND warn
fda AND warning
fda AND warns
feom
fuck
gfc
humira AND expensive
illegal
madvocate
masturbation
nuccitelli
overdose
porn
shit
snort
texarkana
section[contains(@class, 'nav-hidden')]
footer[@id='footer']
The leading independent newspaper covering rheumatology news and commentary.
Industry Payments to Peer Reviewers Scrutinized at Four Major Medical Journals
TOPLINE:
More than half of the US peer reviewers for four major medical journals received industry payments between 2020-2022, new research shows. Altogether they received more than $64 million in general, non-research payments, with a median payment per physician of $7614. Research payments — including money paid directly to physicians as well as funds related to research for which a physician was registered as a principal investigator — exceeded $1 billion.
METHODOLOGY:
- Researchers identified peer reviewers in 2022 for The BMJ, JAMA, The Lancet, and The New England Journal of Medicine using each journal’s list of reviewers for that year. They included 1962 US-based physicians in their analysis.
- General and research payments made to the peer reviewers between 2020-2022 were extracted from the Open Payments database.
TAKEAWAY:
- Nearly 59% of the peer reviewers received industry payments between 2020-2022.
- Payments included $34.31 million in consulting fees and $11.8 million for speaking compensation unrelated to continuing medical education programs.
- Male reviewers received a significantly higher median total payment than did female reviewers ($38,959 vs $19,586). General payments were higher for men as well ($8663 vs $4183).
- For comparison, the median general payment to all physicians in 2018 was $216, the researchers noted.
IN PRACTICE:
“Additional research and transparency regarding industry payments in the peer review process are needed,” the authors of the study wrote.
SOURCE:
Christopher J. D. Wallis, MD, PhD, with the division of urology at the University of Toronto, Canada, was the corresponding author for the study. The article was published online October 10 in JAMA.
LIMITATIONS:
Whether the financial ties were relevant to any of the papers that the peer reviewers critiqued is not known. Some reviewers might have received additional payments from insurance and technology companies that were not captured in this study. The findings might not apply to other journals, the researchers noted.
DISCLOSURES:
Wallis disclosed personal fees from Janssen Oncology, Nanostics, Precision Point Specialty, Sesen Bio, AbbVie, Astellas, AstraZeneca, Bayer, EMD Serono, Knight Therapeutics, Merck, Science and Medicine Canada, TerSera, and Tolmar. He and some coauthors also disclosed support and grants from foundations and government institutions.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
More than half of the US peer reviewers for four major medical journals received industry payments between 2020-2022, new research shows. Altogether they received more than $64 million in general, non-research payments, with a median payment per physician of $7614. Research payments — including money paid directly to physicians as well as funds related to research for which a physician was registered as a principal investigator — exceeded $1 billion.
METHODOLOGY:
- Researchers identified peer reviewers in 2022 for The BMJ, JAMA, The Lancet, and The New England Journal of Medicine using each journal’s list of reviewers for that year. They included 1962 US-based physicians in their analysis.
- General and research payments made to the peer reviewers between 2020-2022 were extracted from the Open Payments database.
TAKEAWAY:
- Nearly 59% of the peer reviewers received industry payments between 2020-2022.
- Payments included $34.31 million in consulting fees and $11.8 million for speaking compensation unrelated to continuing medical education programs.
- Male reviewers received a significantly higher median total payment than did female reviewers ($38,959 vs $19,586). General payments were higher for men as well ($8663 vs $4183).
- For comparison, the median general payment to all physicians in 2018 was $216, the researchers noted.
IN PRACTICE:
“Additional research and transparency regarding industry payments in the peer review process are needed,” the authors of the study wrote.
SOURCE:
Christopher J. D. Wallis, MD, PhD, with the division of urology at the University of Toronto, Canada, was the corresponding author for the study. The article was published online October 10 in JAMA.
LIMITATIONS:
Whether the financial ties were relevant to any of the papers that the peer reviewers critiqued is not known. Some reviewers might have received additional payments from insurance and technology companies that were not captured in this study. The findings might not apply to other journals, the researchers noted.
DISCLOSURES:
Wallis disclosed personal fees from Janssen Oncology, Nanostics, Precision Point Specialty, Sesen Bio, AbbVie, Astellas, AstraZeneca, Bayer, EMD Serono, Knight Therapeutics, Merck, Science and Medicine Canada, TerSera, and Tolmar. He and some coauthors also disclosed support and grants from foundations and government institutions.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
More than half of the US peer reviewers for four major medical journals received industry payments between 2020-2022, new research shows. Altogether they received more than $64 million in general, non-research payments, with a median payment per physician of $7614. Research payments — including money paid directly to physicians as well as funds related to research for which a physician was registered as a principal investigator — exceeded $1 billion.
METHODOLOGY:
- Researchers identified peer reviewers in 2022 for The BMJ, JAMA, The Lancet, and The New England Journal of Medicine using each journal’s list of reviewers for that year. They included 1962 US-based physicians in their analysis.
- General and research payments made to the peer reviewers between 2020-2022 were extracted from the Open Payments database.
TAKEAWAY:
- Nearly 59% of the peer reviewers received industry payments between 2020-2022.
- Payments included $34.31 million in consulting fees and $11.8 million for speaking compensation unrelated to continuing medical education programs.
- Male reviewers received a significantly higher median total payment than did female reviewers ($38,959 vs $19,586). General payments were higher for men as well ($8663 vs $4183).
- For comparison, the median general payment to all physicians in 2018 was $216, the researchers noted.
IN PRACTICE:
“Additional research and transparency regarding industry payments in the peer review process are needed,” the authors of the study wrote.
SOURCE:
Christopher J. D. Wallis, MD, PhD, with the division of urology at the University of Toronto, Canada, was the corresponding author for the study. The article was published online October 10 in JAMA.
LIMITATIONS:
Whether the financial ties were relevant to any of the papers that the peer reviewers critiqued is not known. Some reviewers might have received additional payments from insurance and technology companies that were not captured in this study. The findings might not apply to other journals, the researchers noted.
DISCLOSURES:
Wallis disclosed personal fees from Janssen Oncology, Nanostics, Precision Point Specialty, Sesen Bio, AbbVie, Astellas, AstraZeneca, Bayer, EMD Serono, Knight Therapeutics, Merck, Science and Medicine Canada, TerSera, and Tolmar. He and some coauthors also disclosed support and grants from foundations and government institutions.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
The Game We Play Every Day
Words do have power. Names have power. Words are events, they do things, change things. They transform both speaker and hearer ... They feed understanding or emotion back and forth and amplify it. — Ursula K. Le Guin
Every medical student should have a class in linguistics. I’m just unsure what it might replace. Maybe physiology? (When was the last time you used Fick’s or Fourier’s Laws anyway?). Even if we don’t supplant any core curriculum, it’s worth noting that we spend more time in our daily work calculating how to communicate things than calculating cardiac outputs. That we can convey so much so consistently and without specific training is a marvel. Making the diagnosis or a plan is often the easy part.
Linguistics is a broad field. At its essence, it studies how we communicate. It’s fascinating how we use tone, word choice, gestures, syntax, and grammar to explain, reassure, instruct or implore patients. Medical appointments are sometimes high stakes and occur within a huge variety of circumstances. In a single day of clinic, I had a patient with dementia, and one pursuing a PhD in P-Chem. I had English speakers, second language English speakers, and a Vietnamese patient who knew no English. In just one day, I explained things to toddlers and adults, a Black woman from Oklahoma and a Jewish woman from New York. For a brief few minutes, each of them was my partner in a game of medical charades. For each one, I had to figure out how to get them to know what I’m thinking.
I learned of this game of charades concept from a podcast featuring Morten Christiansen, professor of psychology at Cornell University, and professor in Cognitive Science of Language, at Aarhus University, Denmark. The idea is that language can be thought of as a game where speakers constantly improvise based on the topic, each one’s expertise, and the shared understanding. I found this intriguing. In his explanation, grammar and definitions are less important than the mutual understanding of what is being communicated. It helps explain the wide variations of speech even among those speaking the same language. It also flips the idea that brains are designed for language, a concept proposed by linguistic greats such as Noam Chomsky and Steven Pinker. Rather, what we call language is just the best solution our brains could create to convey information.
I thought about how each of us instinctively varies the complexity of sentences and tone of voice based on the ability of each patient to understand. Gestures, storytelling and analogies are linguistic tools we use without thinking about them. We’ve a unique communications conundrum in that we often need patients to understand a complex idea, but only have minutes to get them there. We don’t want them to panic. We also don’t want them to be so dispassionate as to not act. To speed things up, we often use a technique known as chunking, short phrases that capture an idea in one bite. For example, “soak and smear” to get atopic patients to moisturize or “scrape and burn” to describe a curettage and electrodesiccation of a basal cell carcinoma or “a stick and a burn” before injecting them (I never liked that one). These are pithy, efficient. But they don’t always work.
One afternoon I had a 93-year-old woman with glossodynia. She had dementia and her 96-year-old husband was helping. When I explained how she’d “swish and spit” her magic mouthwash, he looked perplexed. Is she swishing a wand or something? I shook my head, “No” and gestured with my hands palms down, waving back and forth. It is just a mouthwash. She should rinse, then spit it out. I lost that round.
Then a 64-year-old woman whom I had to advise that the pink bump on her arm was a cutaneous neuroendocrine tumor. Do I call it a Merkel cell carcinoma? Do I say, “You know, like the one Jimmy Buffett had?” (Nope, not a good use of storytelling). She wanted to know how she got it. Sun exposure, we think. Or, perhaps a virus. Just how does one explain a virus called MCPyV that is ubiquitous but somehow caused cancer just for you? How do you convey, “This is serious, but you might not die like Jimmy Buffett?” I had to use all my language skills to get this right.
Then there is the Henderson-Hasselbalch problem of linguistics: communicating through a translator. When doing so, I’m cognizant of choosing short, simple sentences. Subject, verb, object. First this, then that. This mitigates what’s lost in translation and reduces waiting for translations (especially when your patient is storytelling in paragraphs). But try doing this with an emotionally wrought condition like alopecia. Finding the fewest words to convey that your FSH and estrogen levels are irrelevant to your telogen effluvium to a Vietnamese speaker is tricky. “Yes, I see your primary care physician ordered these tests. No, the numbers do not matter.” Did that translate as they are normal? Or that they don’t matter because she is 54? Or that they don’t matter to me because I didn’t order them?
When you find yourself exhausted at the day’s end, perhaps you’ll better appreciate how it was not only the graduate level medicine you did today; you’ve practically got a PhD in linguistics as well. You just didn’t realize it.
Dr. Benabio is chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at [email protected].
Words do have power. Names have power. Words are events, they do things, change things. They transform both speaker and hearer ... They feed understanding or emotion back and forth and amplify it. — Ursula K. Le Guin
Every medical student should have a class in linguistics. I’m just unsure what it might replace. Maybe physiology? (When was the last time you used Fick’s or Fourier’s Laws anyway?). Even if we don’t supplant any core curriculum, it’s worth noting that we spend more time in our daily work calculating how to communicate things than calculating cardiac outputs. That we can convey so much so consistently and without specific training is a marvel. Making the diagnosis or a plan is often the easy part.
Linguistics is a broad field. At its essence, it studies how we communicate. It’s fascinating how we use tone, word choice, gestures, syntax, and grammar to explain, reassure, instruct or implore patients. Medical appointments are sometimes high stakes and occur within a huge variety of circumstances. In a single day of clinic, I had a patient with dementia, and one pursuing a PhD in P-Chem. I had English speakers, second language English speakers, and a Vietnamese patient who knew no English. In just one day, I explained things to toddlers and adults, a Black woman from Oklahoma and a Jewish woman from New York. For a brief few minutes, each of them was my partner in a game of medical charades. For each one, I had to figure out how to get them to know what I’m thinking.
I learned of this game of charades concept from a podcast featuring Morten Christiansen, professor of psychology at Cornell University, and professor in Cognitive Science of Language, at Aarhus University, Denmark. The idea is that language can be thought of as a game where speakers constantly improvise based on the topic, each one’s expertise, and the shared understanding. I found this intriguing. In his explanation, grammar and definitions are less important than the mutual understanding of what is being communicated. It helps explain the wide variations of speech even among those speaking the same language. It also flips the idea that brains are designed for language, a concept proposed by linguistic greats such as Noam Chomsky and Steven Pinker. Rather, what we call language is just the best solution our brains could create to convey information.
I thought about how each of us instinctively varies the complexity of sentences and tone of voice based on the ability of each patient to understand. Gestures, storytelling and analogies are linguistic tools we use without thinking about them. We’ve a unique communications conundrum in that we often need patients to understand a complex idea, but only have minutes to get them there. We don’t want them to panic. We also don’t want them to be so dispassionate as to not act. To speed things up, we often use a technique known as chunking, short phrases that capture an idea in one bite. For example, “soak and smear” to get atopic patients to moisturize or “scrape and burn” to describe a curettage and electrodesiccation of a basal cell carcinoma or “a stick and a burn” before injecting them (I never liked that one). These are pithy, efficient. But they don’t always work.
One afternoon I had a 93-year-old woman with glossodynia. She had dementia and her 96-year-old husband was helping. When I explained how she’d “swish and spit” her magic mouthwash, he looked perplexed. Is she swishing a wand or something? I shook my head, “No” and gestured with my hands palms down, waving back and forth. It is just a mouthwash. She should rinse, then spit it out. I lost that round.
Then a 64-year-old woman whom I had to advise that the pink bump on her arm was a cutaneous neuroendocrine tumor. Do I call it a Merkel cell carcinoma? Do I say, “You know, like the one Jimmy Buffett had?” (Nope, not a good use of storytelling). She wanted to know how she got it. Sun exposure, we think. Or, perhaps a virus. Just how does one explain a virus called MCPyV that is ubiquitous but somehow caused cancer just for you? How do you convey, “This is serious, but you might not die like Jimmy Buffett?” I had to use all my language skills to get this right.
Then there is the Henderson-Hasselbalch problem of linguistics: communicating through a translator. When doing so, I’m cognizant of choosing short, simple sentences. Subject, verb, object. First this, then that. This mitigates what’s lost in translation and reduces waiting for translations (especially when your patient is storytelling in paragraphs). But try doing this with an emotionally wrought condition like alopecia. Finding the fewest words to convey that your FSH and estrogen levels are irrelevant to your telogen effluvium to a Vietnamese speaker is tricky. “Yes, I see your primary care physician ordered these tests. No, the numbers do not matter.” Did that translate as they are normal? Or that they don’t matter because she is 54? Or that they don’t matter to me because I didn’t order them?
When you find yourself exhausted at the day’s end, perhaps you’ll better appreciate how it was not only the graduate level medicine you did today; you’ve practically got a PhD in linguistics as well. You just didn’t realize it.
Dr. Benabio is chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at [email protected].
Words do have power. Names have power. Words are events, they do things, change things. They transform both speaker and hearer ... They feed understanding or emotion back and forth and amplify it. — Ursula K. Le Guin
Every medical student should have a class in linguistics. I’m just unsure what it might replace. Maybe physiology? (When was the last time you used Fick’s or Fourier’s Laws anyway?). Even if we don’t supplant any core curriculum, it’s worth noting that we spend more time in our daily work calculating how to communicate things than calculating cardiac outputs. That we can convey so much so consistently and without specific training is a marvel. Making the diagnosis or a plan is often the easy part.
Linguistics is a broad field. At its essence, it studies how we communicate. It’s fascinating how we use tone, word choice, gestures, syntax, and grammar to explain, reassure, instruct or implore patients. Medical appointments are sometimes high stakes and occur within a huge variety of circumstances. In a single day of clinic, I had a patient with dementia, and one pursuing a PhD in P-Chem. I had English speakers, second language English speakers, and a Vietnamese patient who knew no English. In just one day, I explained things to toddlers and adults, a Black woman from Oklahoma and a Jewish woman from New York. For a brief few minutes, each of them was my partner in a game of medical charades. For each one, I had to figure out how to get them to know what I’m thinking.
I learned of this game of charades concept from a podcast featuring Morten Christiansen, professor of psychology at Cornell University, and professor in Cognitive Science of Language, at Aarhus University, Denmark. The idea is that language can be thought of as a game where speakers constantly improvise based on the topic, each one’s expertise, and the shared understanding. I found this intriguing. In his explanation, grammar and definitions are less important than the mutual understanding of what is being communicated. It helps explain the wide variations of speech even among those speaking the same language. It also flips the idea that brains are designed for language, a concept proposed by linguistic greats such as Noam Chomsky and Steven Pinker. Rather, what we call language is just the best solution our brains could create to convey information.
I thought about how each of us instinctively varies the complexity of sentences and tone of voice based on the ability of each patient to understand. Gestures, storytelling and analogies are linguistic tools we use without thinking about them. We’ve a unique communications conundrum in that we often need patients to understand a complex idea, but only have minutes to get them there. We don’t want them to panic. We also don’t want them to be so dispassionate as to not act. To speed things up, we often use a technique known as chunking, short phrases that capture an idea in one bite. For example, “soak and smear” to get atopic patients to moisturize or “scrape and burn” to describe a curettage and electrodesiccation of a basal cell carcinoma or “a stick and a burn” before injecting them (I never liked that one). These are pithy, efficient. But they don’t always work.
One afternoon I had a 93-year-old woman with glossodynia. She had dementia and her 96-year-old husband was helping. When I explained how she’d “swish and spit” her magic mouthwash, he looked perplexed. Is she swishing a wand or something? I shook my head, “No” and gestured with my hands palms down, waving back and forth. It is just a mouthwash. She should rinse, then spit it out. I lost that round.
Then a 64-year-old woman whom I had to advise that the pink bump on her arm was a cutaneous neuroendocrine tumor. Do I call it a Merkel cell carcinoma? Do I say, “You know, like the one Jimmy Buffett had?” (Nope, not a good use of storytelling). She wanted to know how she got it. Sun exposure, we think. Or, perhaps a virus. Just how does one explain a virus called MCPyV that is ubiquitous but somehow caused cancer just for you? How do you convey, “This is serious, but you might not die like Jimmy Buffett?” I had to use all my language skills to get this right.
Then there is the Henderson-Hasselbalch problem of linguistics: communicating through a translator. When doing so, I’m cognizant of choosing short, simple sentences. Subject, verb, object. First this, then that. This mitigates what’s lost in translation and reduces waiting for translations (especially when your patient is storytelling in paragraphs). But try doing this with an emotionally wrought condition like alopecia. Finding the fewest words to convey that your FSH and estrogen levels are irrelevant to your telogen effluvium to a Vietnamese speaker is tricky. “Yes, I see your primary care physician ordered these tests. No, the numbers do not matter.” Did that translate as they are normal? Or that they don’t matter because she is 54? Or that they don’t matter to me because I didn’t order them?
When you find yourself exhausted at the day’s end, perhaps you’ll better appreciate how it was not only the graduate level medicine you did today; you’ve practically got a PhD in linguistics as well. You just didn’t realize it.
Dr. Benabio is chief of dermatology at Kaiser Permanente San Diego. The opinions expressed in this column are his own and do not represent those of Kaiser Permanente. Dr. Benabio is @Dermdoc on X. Write to him at [email protected].
A Doctor Gets the Save When a Little League Umpire Collapses
Emergencies happen anywhere, anytime, and sometimes, medical professionals find themselves in situations where they are the only ones who can help. Is There a Doctor in the House? is a Medscape Medical News series telling these stories.
I sincerely believe that what goes around comes around. Good things come to good people. And sometimes that saves lives.
My 10-year-old son was in the semifinals of the Little League district championship. And we were losing. My son is an excellent pitcher, and he had started the game. But that night, he was struggling. He just couldn’t find where to throw the ball. Needless to say, he was frustrated.
He was changed to shortstop in the second inning, and the home plate umpire walked over to him. This umpire is well known in the area for his kindness and commitment, how he encourages the kids and helps make baseball fun even when it’s stressful.
We didn’t know him well, but he was really supportive of my kid in that moment, talking to him about how baseball is a team sport and we’re here to have fun. Just being really positive.
As the game continued, I saw the umpire suddenly walk to the side of the field. I hadn’t seen it, but he had been hit by a wild pitch on the side of his neck. He was wearing protective gear, but the ball managed to bounce up the side and caught bare neck. I knew something wasn’t right.
I went down to talk to him, and my medical assistant (MA), who was also at the game, came with me. I could tell the umpire was injured, but he didn’t want to leave the game. I suggested going to the hospital, but he wouldn’t consider it. So I sat there with my arms crossed, watching him.
His symptoms got worse. I could see he was in pain, and it was getting harder for him to speak.
Again, I strongly urged him to go to the hospital, but again, he said no.
In the sixth inning, things got bad enough that the umpire finally agreed to leave the game. As I was figuring out how to get him to the hospital, he disappeared on me. He had walked up to the second floor of the snack shack. My MA and I got him back downstairs and sat him on a bench behind home plate.
We were in the process of calling 911 ... when he arrested.
Luckily, when he lost vital signs, my MA and I were standing right next to him. We were able to activate ACLS protocol and start CPR within seconds.
Many times in these critical situations — especially if people are scared or have never seen an emergency like this — there’s the potential for chaos. Well, that was the polar opposite of what happened.
As soon as I started to run the code, there was this sense of order. People were keeping their composure and following directions. My MA and I would say, “this is what we need,” and the task would immediately be assigned to someone. It was quiet. There was no yelling. Everyone trusted me, even though some of them had never met me before. It was so surprising. I remember thinking, we’re running an arrest, but it’s so calm.
We were an organized team, and it really worked like clockwork, which was remarkable given where we were. It’s one thing to be in the hospital for an event like that. But to be on a baseball field where you have nothing is a completely different scenario.
Meanwhile, the game went on.
I had requested that all the kids be placed in the dugout when they weren’t on the field. So they saw the umpire walk off, but none of them saw him arrest. Some parents were really helpful with making sure the kids were okay.
The president of Oxford Little League ran across the street to a fire station to get an AED. But the fire department personnel were out on a call. He had to break down the door.
By the time he got back, the umpire’s vital signs were returning. And then EMS arrived.
They loaded him in the ambulance, and I called ahead to the trauma team, so they knew exactly what was happening.
I was pretty worried. My hypothesis was that there was probably compression on the vasculature, which had caused him to lose his vital signs. I thought he probably had an impending airway loss. I wasn’t sure if he was going to make it through the night.
What I didn’t know was that while I was giving CPR, my son stole home, and we won the game. As the ambulance was leaving, the celebration was going on in the outfield.
The umpire was in the hospital for several days. Early on, I got permission from his family to visit him. The first time I saw him, I felt this incredible gratitude and peace.
My dad was an ER doctor, and growing up, it seemed like every time we went on a family vacation, there was an emergency. We would be near a car accident or something, and my father would fly in and save the day. I remember being on the Autobahn somewhere in Europe, and there was a devastating accident between a car and a motorcycle. My father stabilized the guy, had him airlifted out, and apparently, he did fine. I grew up watching things like this and thinking, wow, that’s incredible.
Fast forward to 2 years ago, my father was diagnosed with a lung cancer he never should have had. He never smoked. As a cancer surgeon, I know we did everything in our power to save him. But it didn’t happen. He passed away.
I realize this is superstitious, but seeing the umpire alive, I had this feeling that somehow my dad was there. It was bittersweet but also a joyful moment — like I could breathe again.
I met the umpire’s family that first time, and it was like meeting family that you didn’t know you had but now you have forever. Even though the event was traumatic — I’m still trying not to be on high alert every time I go to a game — it felt like a gift to be part of this journey with them.
Little League’s mission is to teach kids about teamwork, leadership, and making good choices so communities are stronger. Our umpire is a guy who does that every day. He’s not a Little League umpire because he makes any money. He shows up at every single game to support these kids and engage them, to model respect, gratitude, and kindness.
I think our obligation as people is to live with intentionality. We all need to make sure we leave the world a better place, even when we are called upon to do uncomfortable things. Our umpire showed our kids what that looks like, and in that moment when he could have died, we were able to do the same for him.
Jennifer LaFemina, MD, is a surgical oncologist at UMass Memorial Medical Center in Massachusetts.
Are you a medical professional with a dramatic story outside the clinic? Medscape Medical News would love to consider your story for Is There a Doctor in the House? Please email your contact information and a short summary to [email protected].
A version of this article appeared on Medscape.com.
Emergencies happen anywhere, anytime, and sometimes, medical professionals find themselves in situations where they are the only ones who can help. Is There a Doctor in the House? is a Medscape Medical News series telling these stories.
I sincerely believe that what goes around comes around. Good things come to good people. And sometimes that saves lives.
My 10-year-old son was in the semifinals of the Little League district championship. And we were losing. My son is an excellent pitcher, and he had started the game. But that night, he was struggling. He just couldn’t find where to throw the ball. Needless to say, he was frustrated.
He was changed to shortstop in the second inning, and the home plate umpire walked over to him. This umpire is well known in the area for his kindness and commitment, how he encourages the kids and helps make baseball fun even when it’s stressful.
We didn’t know him well, but he was really supportive of my kid in that moment, talking to him about how baseball is a team sport and we’re here to have fun. Just being really positive.
As the game continued, I saw the umpire suddenly walk to the side of the field. I hadn’t seen it, but he had been hit by a wild pitch on the side of his neck. He was wearing protective gear, but the ball managed to bounce up the side and caught bare neck. I knew something wasn’t right.
I went down to talk to him, and my medical assistant (MA), who was also at the game, came with me. I could tell the umpire was injured, but he didn’t want to leave the game. I suggested going to the hospital, but he wouldn’t consider it. So I sat there with my arms crossed, watching him.
His symptoms got worse. I could see he was in pain, and it was getting harder for him to speak.
Again, I strongly urged him to go to the hospital, but again, he said no.
In the sixth inning, things got bad enough that the umpire finally agreed to leave the game. As I was figuring out how to get him to the hospital, he disappeared on me. He had walked up to the second floor of the snack shack. My MA and I got him back downstairs and sat him on a bench behind home plate.
We were in the process of calling 911 ... when he arrested.
Luckily, when he lost vital signs, my MA and I were standing right next to him. We were able to activate ACLS protocol and start CPR within seconds.
Many times in these critical situations — especially if people are scared or have never seen an emergency like this — there’s the potential for chaos. Well, that was the polar opposite of what happened.
As soon as I started to run the code, there was this sense of order. People were keeping their composure and following directions. My MA and I would say, “this is what we need,” and the task would immediately be assigned to someone. It was quiet. There was no yelling. Everyone trusted me, even though some of them had never met me before. It was so surprising. I remember thinking, we’re running an arrest, but it’s so calm.
We were an organized team, and it really worked like clockwork, which was remarkable given where we were. It’s one thing to be in the hospital for an event like that. But to be on a baseball field where you have nothing is a completely different scenario.
Meanwhile, the game went on.
I had requested that all the kids be placed in the dugout when they weren’t on the field. So they saw the umpire walk off, but none of them saw him arrest. Some parents were really helpful with making sure the kids were okay.
The president of Oxford Little League ran across the street to a fire station to get an AED. But the fire department personnel were out on a call. He had to break down the door.
By the time he got back, the umpire’s vital signs were returning. And then EMS arrived.
They loaded him in the ambulance, and I called ahead to the trauma team, so they knew exactly what was happening.
I was pretty worried. My hypothesis was that there was probably compression on the vasculature, which had caused him to lose his vital signs. I thought he probably had an impending airway loss. I wasn’t sure if he was going to make it through the night.
What I didn’t know was that while I was giving CPR, my son stole home, and we won the game. As the ambulance was leaving, the celebration was going on in the outfield.
The umpire was in the hospital for several days. Early on, I got permission from his family to visit him. The first time I saw him, I felt this incredible gratitude and peace.
My dad was an ER doctor, and growing up, it seemed like every time we went on a family vacation, there was an emergency. We would be near a car accident or something, and my father would fly in and save the day. I remember being on the Autobahn somewhere in Europe, and there was a devastating accident between a car and a motorcycle. My father stabilized the guy, had him airlifted out, and apparently, he did fine. I grew up watching things like this and thinking, wow, that’s incredible.
Fast forward to 2 years ago, my father was diagnosed with a lung cancer he never should have had. He never smoked. As a cancer surgeon, I know we did everything in our power to save him. But it didn’t happen. He passed away.
I realize this is superstitious, but seeing the umpire alive, I had this feeling that somehow my dad was there. It was bittersweet but also a joyful moment — like I could breathe again.
I met the umpire’s family that first time, and it was like meeting family that you didn’t know you had but now you have forever. Even though the event was traumatic — I’m still trying not to be on high alert every time I go to a game — it felt like a gift to be part of this journey with them.
Little League’s mission is to teach kids about teamwork, leadership, and making good choices so communities are stronger. Our umpire is a guy who does that every day. He’s not a Little League umpire because he makes any money. He shows up at every single game to support these kids and engage them, to model respect, gratitude, and kindness.
I think our obligation as people is to live with intentionality. We all need to make sure we leave the world a better place, even when we are called upon to do uncomfortable things. Our umpire showed our kids what that looks like, and in that moment when he could have died, we were able to do the same for him.
Jennifer LaFemina, MD, is a surgical oncologist at UMass Memorial Medical Center in Massachusetts.
Are you a medical professional with a dramatic story outside the clinic? Medscape Medical News would love to consider your story for Is There a Doctor in the House? Please email your contact information and a short summary to [email protected].
A version of this article appeared on Medscape.com.
Emergencies happen anywhere, anytime, and sometimes, medical professionals find themselves in situations where they are the only ones who can help. Is There a Doctor in the House? is a Medscape Medical News series telling these stories.
I sincerely believe that what goes around comes around. Good things come to good people. And sometimes that saves lives.
My 10-year-old son was in the semifinals of the Little League district championship. And we were losing. My son is an excellent pitcher, and he had started the game. But that night, he was struggling. He just couldn’t find where to throw the ball. Needless to say, he was frustrated.
He was changed to shortstop in the second inning, and the home plate umpire walked over to him. This umpire is well known in the area for his kindness and commitment, how he encourages the kids and helps make baseball fun even when it’s stressful.
We didn’t know him well, but he was really supportive of my kid in that moment, talking to him about how baseball is a team sport and we’re here to have fun. Just being really positive.
As the game continued, I saw the umpire suddenly walk to the side of the field. I hadn’t seen it, but he had been hit by a wild pitch on the side of his neck. He was wearing protective gear, but the ball managed to bounce up the side and caught bare neck. I knew something wasn’t right.
I went down to talk to him, and my medical assistant (MA), who was also at the game, came with me. I could tell the umpire was injured, but he didn’t want to leave the game. I suggested going to the hospital, but he wouldn’t consider it. So I sat there with my arms crossed, watching him.
His symptoms got worse. I could see he was in pain, and it was getting harder for him to speak.
Again, I strongly urged him to go to the hospital, but again, he said no.
In the sixth inning, things got bad enough that the umpire finally agreed to leave the game. As I was figuring out how to get him to the hospital, he disappeared on me. He had walked up to the second floor of the snack shack. My MA and I got him back downstairs and sat him on a bench behind home plate.
We were in the process of calling 911 ... when he arrested.
Luckily, when he lost vital signs, my MA and I were standing right next to him. We were able to activate ACLS protocol and start CPR within seconds.
Many times in these critical situations — especially if people are scared or have never seen an emergency like this — there’s the potential for chaos. Well, that was the polar opposite of what happened.
As soon as I started to run the code, there was this sense of order. People were keeping their composure and following directions. My MA and I would say, “this is what we need,” and the task would immediately be assigned to someone. It was quiet. There was no yelling. Everyone trusted me, even though some of them had never met me before. It was so surprising. I remember thinking, we’re running an arrest, but it’s so calm.
We were an organized team, and it really worked like clockwork, which was remarkable given where we were. It’s one thing to be in the hospital for an event like that. But to be on a baseball field where you have nothing is a completely different scenario.
Meanwhile, the game went on.
I had requested that all the kids be placed in the dugout when they weren’t on the field. So they saw the umpire walk off, but none of them saw him arrest. Some parents were really helpful with making sure the kids were okay.
The president of Oxford Little League ran across the street to a fire station to get an AED. But the fire department personnel were out on a call. He had to break down the door.
By the time he got back, the umpire’s vital signs were returning. And then EMS arrived.
They loaded him in the ambulance, and I called ahead to the trauma team, so they knew exactly what was happening.
I was pretty worried. My hypothesis was that there was probably compression on the vasculature, which had caused him to lose his vital signs. I thought he probably had an impending airway loss. I wasn’t sure if he was going to make it through the night.
What I didn’t know was that while I was giving CPR, my son stole home, and we won the game. As the ambulance was leaving, the celebration was going on in the outfield.
The umpire was in the hospital for several days. Early on, I got permission from his family to visit him. The first time I saw him, I felt this incredible gratitude and peace.
My dad was an ER doctor, and growing up, it seemed like every time we went on a family vacation, there was an emergency. We would be near a car accident or something, and my father would fly in and save the day. I remember being on the Autobahn somewhere in Europe, and there was a devastating accident between a car and a motorcycle. My father stabilized the guy, had him airlifted out, and apparently, he did fine. I grew up watching things like this and thinking, wow, that’s incredible.
Fast forward to 2 years ago, my father was diagnosed with a lung cancer he never should have had. He never smoked. As a cancer surgeon, I know we did everything in our power to save him. But it didn’t happen. He passed away.
I realize this is superstitious, but seeing the umpire alive, I had this feeling that somehow my dad was there. It was bittersweet but also a joyful moment — like I could breathe again.
I met the umpire’s family that first time, and it was like meeting family that you didn’t know you had but now you have forever. Even though the event was traumatic — I’m still trying not to be on high alert every time I go to a game — it felt like a gift to be part of this journey with them.
Little League’s mission is to teach kids about teamwork, leadership, and making good choices so communities are stronger. Our umpire is a guy who does that every day. He’s not a Little League umpire because he makes any money. He shows up at every single game to support these kids and engage them, to model respect, gratitude, and kindness.
I think our obligation as people is to live with intentionality. We all need to make sure we leave the world a better place, even when we are called upon to do uncomfortable things. Our umpire showed our kids what that looks like, and in that moment when he could have died, we were able to do the same for him.
Jennifer LaFemina, MD, is a surgical oncologist at UMass Memorial Medical Center in Massachusetts.
Are you a medical professional with a dramatic story outside the clinic? Medscape Medical News would love to consider your story for Is There a Doctor in the House? Please email your contact information and a short summary to [email protected].
A version of this article appeared on Medscape.com.
Therapeutic Drug Monitoring in Rheumatology: A Promising Outlook But Many Barriers to Overcome
Therapeutic drug monitoring (TDM) — the practice of using laboratory testing to measure blood levels of drugs — has garnered growing interest among rheumatologists in managing patients on disease-modifying antirheumatic drugs (DMARDs), but that hasn’t exactly translated to widespread practice.
While TDM has made some inroads with patients taking monoclonal antibodies, specifically infliximab, its uptake has encountered a number of headwinds, not the least of which is a lack of evidence and clinical guidelines, uneven access and standards of assays, and even an uncertainty about how to interpret laboratory results.
“In some fields, such as neurology, TDM is accepted for antiepileptics,” Michelle Petri, MD, MPH, director of the Johns Hopkins Lupus Center, Baltimore, told Medscape Medical News. “In rheumatology, though, TDM is underutilized and not adequately championed by the American College of Rheumatology.”
She noted that TDM is most acutely needed for management of systemic lupus erythematosus, where nonadherence is a major problem. “Whole blood hydroxychloroquine monitoring has proven beneficial for identifying nonadherence, but also to pinpoint patients who are on too much, a risk factor for retinopathy,” Petri said.
“The state of therapeutic drug monitoring in general has been interesting when you think about its use in autoimmune disease because it’s very much used in gastroenterology and it’s been much less used in rheumatology,” Zachary Wallace, MD, codirector of the Rheumatology & Allergy Clinical Epidemiology Research Center at Massachusetts General Hospital in Boston, told Medscape Medical News. “Some of that may have to do with the interpretation of the availability of evidence, but I think it’s something clinicians will come across more and more often in their practice and wondering what its role might be,” he added.
The movement to precision medicine also portends to grow interest in TDM in rheumatology, said Stephen Balevic, MD, PhD, a rheumatologist and pharmacologist at Duke University and director of pharmacometrics at the Duke Clinical Research Institute, Durham, North Carolina.
“It’s a very exciting time for rheumatologists to begin thinking outside box on what it means to study precision medicine, and I think pharmacology is one of the most overlooked aspects of precision medicine in our community,” he told Medscape Medical News.
That may be because older DMARDs, namely hydroxychloroquine and methotrexate, came to market when regulatory requirements were different than they are today, Balevic said. “Many of the older conventional DMARDs were discovered incidentally and never really had the traditional pharmacokinetic-pharmacodynamic trials to determine optimal dosing, or perhaps that was extrapolated from other populations,” he said.
So, the “one-size-fits-all” approach does not work for prescribing older or even some of the newer DMARDs for rheumatologic disorders, Balevic said.
Reactive vs Proactive TDM
Among the few trials that examined TDM in rheumatology patients are the NOR-DRUM A and B trials in Norway. Marthe Brun, MD, PhD, a rheumatologist at the Center for Treatment of Rheumatic and Musculoskeletal Diseases at Diakonhjemmet Hospital in Oslo, Norway, and a coauthor of the NOR-DRUM trials, told Medscape Medical News that the trials found an overall benefit to TDM during infliximab maintenance therapy. The trials included not only patients with inflammatory arthritis (rheumatoid arthritis, psoriatic arthritis, and spondyloarthritis) but also patients with inflammatory bowel disease and psoriasis, Brun said.
Brun explained that two types of TDM exist: Reactive and proactive. “Reactive TDM is when you use it to find the reason for a patient having a flare or disease worsening,” she told Medscape Medical News. “Proactive TDM would be regular testing to keep a patient within a therapeutic range to avoid flare because of low drug concentrations.”
Gastroenterologists are more inclined than rheumatologists and dermatologists to use reactive TDM, she said. “There have been no recommendations regarding proactive TDM because of the lack of data.”
In Europe, Wallace noted that European Alliance of Associations for Rheumatology (EULAR) recommendations consider the use of TDM in specific clinical scenarios, such as when treatment fails or to evaluate immunogenicity of a reaction, but they are limited. The American College of Rheumatology (ACR) does not have any recommendations for the use of TDM.
Based on the NOR-DRUM trials, rheumatologists in Norway have published their own guidelines for TDM for infliximab in rheumatologic disease, but they are in Norwegian and have not yet been taken up by EULAR, Brun noted. Publication of those recommendations in English is pending, she said.
“But for other subcutaneously administered TNF inhibitors, there’s a lack of data,” Brun added.
The State of the Evidence
NOR-DRUM A did not support the use of proactive TDM in the 30-week induction period as a way to improve disease remission in patients with chronic immune-mediated inflammatory disease. NOR-DRUM B, which evaluated TDM over a year, found the approach was more likely to lead to sustained disease control for that period.
Brun’s group recently published an analysis of the trials. “We did not find an overall effect during the initial phase of the treatment, the first 30 weeks,” she told Medscape Medical News.
“Then we looked at subgroups, and we found that the patients that developed antidrug antibodies [ADAs] had an effect, and ADA are associated with poorer outcomes as well as infusion reactions for patients treated with infliximab.
“So, it’s probably a benefit to be able to detect these ADA early before the patient experiences a disease flare or infusion reaction,” Brun added. “It facilitates for the clinician to take action to, for example, increase the dosing or switch therapy.”
However, the quality of the data supporting TDM in rheumatology is limited, Balevic said. “There’s very good observational data, but we have very few clinical trials that actually leverage TDM,” he said.
NOR-DRUM is the exception, he said. “Ideally, we need more of these dose-optimization trials to help guide clinical practice,” he said. But it stands alone.
Wallace noted several take-home messages from the NOR-DRUM trials, namely that using TDM to prevent ADA may be more effective during the maintenance phase of treatment than the induction phase. However, he said, the evidence is still emerging.
“It’s reasonable to say that we’re at an early stage of the evidence,” he said. “If you look at the large trials that have been done in rheumatology, they’ve combined patients with many different types of conditions, and a lot of our recommendations in rheumatology are disease-specific — in rheumatoid arthritis, in vasculitis. There’s a lack of data in specific diseases to guide or examine what the role of TDM might be.”
In the meantime, no fewer than four clinical trials evaluating TDM with tumor necrosis factor (TNF) inhibitors in rheumatologic diseases are ongoing or have completed but not yet released results, according to Wallace. Three Adalimumab Drug Optimization in Rheumatoid Arthritis trials are underway: The first is evaluating drug tapering vs disease activity score; the second is testing low or usual drug concentration; and the third is studying switches to etanercept or a non-TNF inhibitor drug (abatacept, rituximab, tocilizumab, or sarilumab) in patients failing treatment. Another trial called Tocilizumab Drug Levels to Optimized Treatment in RA is randomizing patients with high drug levels to dose maintenance or dose reduction. All four trials are sponsored by the Reade Rheumatology Research Institute, Amsterdam, the Netherlands.
Until clearer answers emerge from clinical trials, a number of barriers to and questions about the potential for TDM in rheumatology persist.
Barriers to Wider Use of TDM
“The biggest barrier with TDM is simply just a lack of what to do with the data,” Balevic said. “The clinician needs clear-cut guidance on what to do with the drug level. So, in other words, what is the target concentration for the drug? And if that target is not the goal, how should that dose be adjusted?”
The optimal drug levels, particularly for the older conventional synthetic DMARDs, simply have not been validated by clinical trials, he said.
“Different studies may report different target drug levels, and this could be due to different underlying population, or a different matrix — a measure of whole blood vs plasma — or even the timing of the sample,” he said. Balevic led a pharmacokinetic study earlier this year that proposed an algorithm for determining the number of missed hydroxychloroquine doses.
“This really goes back to the clinician needing to draw on a lot of pharmacology training to interpret the literature,” Balevic added.
That gets to the need for more education among rheumatologists, as Brun pointed out. “The physician needs to be educated about therapeutic ranges, when to assess concentrations of drug antibodies, and how to react to the results,” Brun said.
Which ADAs to identify is also problematic. “For antidrug antibodies, it’s especially challenging because there are so many assay formats in use, and it’s a bit complicated to analyze these antidrug antibodies,” Brun said. “There’s no consensus on what calibrators to use, and there’s no standardization of how to report the results, so you can’t really compare results from different assays. You need to know what your laboratory is using and how to interpret results from that particular assay, so that’s a challenge.”
Variability in drug tolerance also exists across assays, Wallace noted. “One of the challenges that have come up in the discussion of therapeutic drug monitoring is understanding what the target level is,” he said. “Defining what the target level might be for a specific condition is not something that’s well understood.”
Breaking down the science, he noted that an ADA can bind to a monoclonal antibody, forming an immune complex that avoids detection. Drug-sensitive assays may detect high concentrations of ADAs but miss low or moderate concentrations. Drug-tolerant assays may be more likely to detect low concentrations at ADAs, but the clinical significance is unclear.
Cost and Patient Trust as Barriers
“The costs vary a lot from assay to assay,” Brun said. “Some commercial assays can be really expensive.” In Norway, a dedicated lab with its own in-house assays helps to keep costs down, she said.
But that’s not the case in the United States, where insurance coverage can be a question mark, Shivani Garg, MD, a rheumatologist at the University of Wisconsin (UW)-Madison and director of the UW-Madison Health Lupus and Lupus Nephritis Clinics, told Medscape Medical News. “A lot of insurances are covering therapeutic drug monitoring, but for the high-deductible plans, there should be a way to offer these important tests to patients at a lower cost or figure out a way for coverage for those patients so that they can show that there are benefits of therapeutic drug monitoring without being sent a really big bill,” she said.
Patient trust could be another potential barrier, Garg said. “A lot of times there is not shared decision-making involved in why this test is being done, how those tests will help us as clinicians, and [patients’ understanding of] the use of the medicine,” Garg said.
“If the shared decision-making to build trust is not there, a lot of times patients worry that they’re being under surveillance or they’re being watched, so that might add to the lack of trust in the core issues that are critical threats to patients with chronic diseases because this is a lifelong partnership,” she said.
Convenience is another issue. “Particularly with mycophenolate levels, a lot of studies have used area under the curve, so getting an area under the curve level over a period of 12 hours would require several samples,” Garg said.
Testing protocols are also uncertain, Garg added. “A few data points ... are missing, like how we use the data over time,” she said. “If you do it for a given patient over several years, how often should you do it? How often do the levels fluctuate? How are the data used to inform dosing changes or monitoring changes?
“When those pieces are put together, then we are more likely to build up an intervention that clinicians can use in clinical practice, so they know how to order it and how frequently do it — every 6 months, 3 months, or every month. And then, over a period of time, how to adjust the dosing. That’s the big question.”
Who May Benefit Most From TDM?
In the NOR-DRUM trials, patients at risk of developing ADA early on, before a disease flare or infusion reaction, seemed to benefit most from TDM. But who are those patients?
“We looked at risk factors for developing antidrug antibodies, and we found that patients with high disease activity when starting treatment, smokers, and patients with rheumatoid arthritis had a higher risk than other patients, as did patients who are not using concomitant immunosuppressive therapy,” Brun said.
“During treatment, we also found that low serum drug levels and drug holidays above 11 weeks were also risk factors,” she added.
The NOR-DRUM researchers also evaluated genetic risk factors and found that patients with the HLA-DQ2 gene variant were also at increased risk of developing ADA.
While NOR-DRUM evaluated only infliximab, some of its lessons may be applied to other DMARDs, Brun said. “We think that for other subcutaneously administered TNF inhibitors, you would probably see the same effect of proactive TDM, but we currently do not have data on that,” she said. A study similar to the NOR-DRUM design will evaluate this in Norway, Brun added.
She explained why the findings with infliximab may extend to adalimumab, which may be the second most immunogenic TNF inhibitor after infliximab. “The administration is different; it’s administered more often than infliximab; that would also make the results more uncertain to generalize to the other treatments, but I would guess there are also benefits of using TDM in other treatments.”
Potential Risks for TDM
Wallace has noted that TDM, with the current state of evidence, carries a number of potential risks. “The potential risks might be that you unnecessarily discontinue a medication because you detected an antibody, or the level seems low and you’re not able to get it higher, but the patient is otherwise doing fine,” he said. “You might end up increasing doses of the medicine that would put the patient at potentially increased risk of infection, as well as obviously more costs.”
That would also lead to more utilization of resources and costs, he said. “Some of those reasons are why there has been hesitation with therapeutic drug monitoring,” Wallace added.
A number of questions also surround the use of biosimilars and ADA levels, Wallace said. While a review of clinical trials found no meaningful differences in terms of immunogenicity between biosimilars and reference products, it did note discrepancies in how the agents were evaluated.
What DMARDs Are Most Suitable for TDM?
Petri said TDM would be useful for monitoring patients on mycophenolate mofetil. “A trough level can at least tell us if a patient is taking it,” she said. “Tacrolimus, used for lupus nephritis, has well-accepted peak and trough trends due to widespread use in transplant.”
Drugs with a wide variability in pharmacokinetics may also be suitable for TDM, Balevic said. That would include hydroxychloroquine, azathioprine, mycophenolate, or even cyclophosphamide. Drugs that have a narrow therapeutic index, such as tacrolimus, cyclosporine, or again, cyclophosphamide, might also be amenable to TDM, he said.
Why Do TDM?
“The two main reasons why somebody would go on to detect drug levels: The first may be to assess medication adherence, and this applies virtually to any drug that rheumatologists use; the second reason is to optimize dozing, either for efficacy purposes or to prevent toxicity,” Balevic said.
“When it comes to optimizing dosing, you should really think about TDM as one tool in our toolbelt,” he said.
Dose is “just a surrogate,” he said. “When we prescribe a drug, what truly matters is the amount of active unbound drug at the site of action. That’s what’s responsible for a drug’s pharmacologic effect.”
However, the same dose, or even the same weight-based dose, does not necessarily mean similar patients will achieve the same amount of exposure to the drug, but TDM can help determine that, he said.
What’s Next
Studies into the use of TDM in rheumatology are ongoing. Brun said her group is currently conducting a cost-effective analysis from the NOR-DRUM trials.
“There’s going to be more studies coming out in the next few years, looking at what impact the use of therapeutic drug monitoring might have on outcomes,” Wallace said.
“As we accumulate more and more evidence, we might see organizations like ACR and EULAR start to weigh in more on whether or not therapeutic drug monitoring can or should be used.”
Petri, Brun, and Garg had no relevant disclosures. Wallace disclosed financial relationships with Amgen, Alexion, BioCryst, Boehringer Ingelheim, Bristol Myers Squibb, Medpace, Novartis, Sanofi, Viela Bio, Visterra, Xencor, and Zenas. Balevic disclosed relationships with the National Institutes of Health, the Childhood Arthritis and Rheumatology Research Alliance, and UCB.
A version of this article appeared on Medscape.com.
Therapeutic drug monitoring (TDM) — the practice of using laboratory testing to measure blood levels of drugs — has garnered growing interest among rheumatologists in managing patients on disease-modifying antirheumatic drugs (DMARDs), but that hasn’t exactly translated to widespread practice.
While TDM has made some inroads with patients taking monoclonal antibodies, specifically infliximab, its uptake has encountered a number of headwinds, not the least of which is a lack of evidence and clinical guidelines, uneven access and standards of assays, and even an uncertainty about how to interpret laboratory results.
“In some fields, such as neurology, TDM is accepted for antiepileptics,” Michelle Petri, MD, MPH, director of the Johns Hopkins Lupus Center, Baltimore, told Medscape Medical News. “In rheumatology, though, TDM is underutilized and not adequately championed by the American College of Rheumatology.”
She noted that TDM is most acutely needed for management of systemic lupus erythematosus, where nonadherence is a major problem. “Whole blood hydroxychloroquine monitoring has proven beneficial for identifying nonadherence, but also to pinpoint patients who are on too much, a risk factor for retinopathy,” Petri said.
“The state of therapeutic drug monitoring in general has been interesting when you think about its use in autoimmune disease because it’s very much used in gastroenterology and it’s been much less used in rheumatology,” Zachary Wallace, MD, codirector of the Rheumatology & Allergy Clinical Epidemiology Research Center at Massachusetts General Hospital in Boston, told Medscape Medical News. “Some of that may have to do with the interpretation of the availability of evidence, but I think it’s something clinicians will come across more and more often in their practice and wondering what its role might be,” he added.
The movement to precision medicine also portends to grow interest in TDM in rheumatology, said Stephen Balevic, MD, PhD, a rheumatologist and pharmacologist at Duke University and director of pharmacometrics at the Duke Clinical Research Institute, Durham, North Carolina.
“It’s a very exciting time for rheumatologists to begin thinking outside box on what it means to study precision medicine, and I think pharmacology is one of the most overlooked aspects of precision medicine in our community,” he told Medscape Medical News.
That may be because older DMARDs, namely hydroxychloroquine and methotrexate, came to market when regulatory requirements were different than they are today, Balevic said. “Many of the older conventional DMARDs were discovered incidentally and never really had the traditional pharmacokinetic-pharmacodynamic trials to determine optimal dosing, or perhaps that was extrapolated from other populations,” he said.
So, the “one-size-fits-all” approach does not work for prescribing older or even some of the newer DMARDs for rheumatologic disorders, Balevic said.
Reactive vs Proactive TDM
Among the few trials that examined TDM in rheumatology patients are the NOR-DRUM A and B trials in Norway. Marthe Brun, MD, PhD, a rheumatologist at the Center for Treatment of Rheumatic and Musculoskeletal Diseases at Diakonhjemmet Hospital in Oslo, Norway, and a coauthor of the NOR-DRUM trials, told Medscape Medical News that the trials found an overall benefit to TDM during infliximab maintenance therapy. The trials included not only patients with inflammatory arthritis (rheumatoid arthritis, psoriatic arthritis, and spondyloarthritis) but also patients with inflammatory bowel disease and psoriasis, Brun said.
Brun explained that two types of TDM exist: Reactive and proactive. “Reactive TDM is when you use it to find the reason for a patient having a flare or disease worsening,” she told Medscape Medical News. “Proactive TDM would be regular testing to keep a patient within a therapeutic range to avoid flare because of low drug concentrations.”
Gastroenterologists are more inclined than rheumatologists and dermatologists to use reactive TDM, she said. “There have been no recommendations regarding proactive TDM because of the lack of data.”
In Europe, Wallace noted that European Alliance of Associations for Rheumatology (EULAR) recommendations consider the use of TDM in specific clinical scenarios, such as when treatment fails or to evaluate immunogenicity of a reaction, but they are limited. The American College of Rheumatology (ACR) does not have any recommendations for the use of TDM.
Based on the NOR-DRUM trials, rheumatologists in Norway have published their own guidelines for TDM for infliximab in rheumatologic disease, but they are in Norwegian and have not yet been taken up by EULAR, Brun noted. Publication of those recommendations in English is pending, she said.
“But for other subcutaneously administered TNF inhibitors, there’s a lack of data,” Brun added.
The State of the Evidence
NOR-DRUM A did not support the use of proactive TDM in the 30-week induction period as a way to improve disease remission in patients with chronic immune-mediated inflammatory disease. NOR-DRUM B, which evaluated TDM over a year, found the approach was more likely to lead to sustained disease control for that period.
Brun’s group recently published an analysis of the trials. “We did not find an overall effect during the initial phase of the treatment, the first 30 weeks,” she told Medscape Medical News.
“Then we looked at subgroups, and we found that the patients that developed antidrug antibodies [ADAs] had an effect, and ADA are associated with poorer outcomes as well as infusion reactions for patients treated with infliximab.
“So, it’s probably a benefit to be able to detect these ADA early before the patient experiences a disease flare or infusion reaction,” Brun added. “It facilitates for the clinician to take action to, for example, increase the dosing or switch therapy.”
However, the quality of the data supporting TDM in rheumatology is limited, Balevic said. “There’s very good observational data, but we have very few clinical trials that actually leverage TDM,” he said.
NOR-DRUM is the exception, he said. “Ideally, we need more of these dose-optimization trials to help guide clinical practice,” he said. But it stands alone.
Wallace noted several take-home messages from the NOR-DRUM trials, namely that using TDM to prevent ADA may be more effective during the maintenance phase of treatment than the induction phase. However, he said, the evidence is still emerging.
“It’s reasonable to say that we’re at an early stage of the evidence,” he said. “If you look at the large trials that have been done in rheumatology, they’ve combined patients with many different types of conditions, and a lot of our recommendations in rheumatology are disease-specific — in rheumatoid arthritis, in vasculitis. There’s a lack of data in specific diseases to guide or examine what the role of TDM might be.”
In the meantime, no fewer than four clinical trials evaluating TDM with tumor necrosis factor (TNF) inhibitors in rheumatologic diseases are ongoing or have completed but not yet released results, according to Wallace. Three Adalimumab Drug Optimization in Rheumatoid Arthritis trials are underway: The first is evaluating drug tapering vs disease activity score; the second is testing low or usual drug concentration; and the third is studying switches to etanercept or a non-TNF inhibitor drug (abatacept, rituximab, tocilizumab, or sarilumab) in patients failing treatment. Another trial called Tocilizumab Drug Levels to Optimized Treatment in RA is randomizing patients with high drug levels to dose maintenance or dose reduction. All four trials are sponsored by the Reade Rheumatology Research Institute, Amsterdam, the Netherlands.
Until clearer answers emerge from clinical trials, a number of barriers to and questions about the potential for TDM in rheumatology persist.
Barriers to Wider Use of TDM
“The biggest barrier with TDM is simply just a lack of what to do with the data,” Balevic said. “The clinician needs clear-cut guidance on what to do with the drug level. So, in other words, what is the target concentration for the drug? And if that target is not the goal, how should that dose be adjusted?”
The optimal drug levels, particularly for the older conventional synthetic DMARDs, simply have not been validated by clinical trials, he said.
“Different studies may report different target drug levels, and this could be due to different underlying population, or a different matrix — a measure of whole blood vs plasma — or even the timing of the sample,” he said. Balevic led a pharmacokinetic study earlier this year that proposed an algorithm for determining the number of missed hydroxychloroquine doses.
“This really goes back to the clinician needing to draw on a lot of pharmacology training to interpret the literature,” Balevic added.
That gets to the need for more education among rheumatologists, as Brun pointed out. “The physician needs to be educated about therapeutic ranges, when to assess concentrations of drug antibodies, and how to react to the results,” Brun said.
Which ADAs to identify is also problematic. “For antidrug antibodies, it’s especially challenging because there are so many assay formats in use, and it’s a bit complicated to analyze these antidrug antibodies,” Brun said. “There’s no consensus on what calibrators to use, and there’s no standardization of how to report the results, so you can’t really compare results from different assays. You need to know what your laboratory is using and how to interpret results from that particular assay, so that’s a challenge.”
Variability in drug tolerance also exists across assays, Wallace noted. “One of the challenges that have come up in the discussion of therapeutic drug monitoring is understanding what the target level is,” he said. “Defining what the target level might be for a specific condition is not something that’s well understood.”
Breaking down the science, he noted that an ADA can bind to a monoclonal antibody, forming an immune complex that avoids detection. Drug-sensitive assays may detect high concentrations of ADAs but miss low or moderate concentrations. Drug-tolerant assays may be more likely to detect low concentrations at ADAs, but the clinical significance is unclear.
Cost and Patient Trust as Barriers
“The costs vary a lot from assay to assay,” Brun said. “Some commercial assays can be really expensive.” In Norway, a dedicated lab with its own in-house assays helps to keep costs down, she said.
But that’s not the case in the United States, where insurance coverage can be a question mark, Shivani Garg, MD, a rheumatologist at the University of Wisconsin (UW)-Madison and director of the UW-Madison Health Lupus and Lupus Nephritis Clinics, told Medscape Medical News. “A lot of insurances are covering therapeutic drug monitoring, but for the high-deductible plans, there should be a way to offer these important tests to patients at a lower cost or figure out a way for coverage for those patients so that they can show that there are benefits of therapeutic drug monitoring without being sent a really big bill,” she said.
Patient trust could be another potential barrier, Garg said. “A lot of times there is not shared decision-making involved in why this test is being done, how those tests will help us as clinicians, and [patients’ understanding of] the use of the medicine,” Garg said.
“If the shared decision-making to build trust is not there, a lot of times patients worry that they’re being under surveillance or they’re being watched, so that might add to the lack of trust in the core issues that are critical threats to patients with chronic diseases because this is a lifelong partnership,” she said.
Convenience is another issue. “Particularly with mycophenolate levels, a lot of studies have used area under the curve, so getting an area under the curve level over a period of 12 hours would require several samples,” Garg said.
Testing protocols are also uncertain, Garg added. “A few data points ... are missing, like how we use the data over time,” she said. “If you do it for a given patient over several years, how often should you do it? How often do the levels fluctuate? How are the data used to inform dosing changes or monitoring changes?
“When those pieces are put together, then we are more likely to build up an intervention that clinicians can use in clinical practice, so they know how to order it and how frequently do it — every 6 months, 3 months, or every month. And then, over a period of time, how to adjust the dosing. That’s the big question.”
Who May Benefit Most From TDM?
In the NOR-DRUM trials, patients at risk of developing ADA early on, before a disease flare or infusion reaction, seemed to benefit most from TDM. But who are those patients?
“We looked at risk factors for developing antidrug antibodies, and we found that patients with high disease activity when starting treatment, smokers, and patients with rheumatoid arthritis had a higher risk than other patients, as did patients who are not using concomitant immunosuppressive therapy,” Brun said.
“During treatment, we also found that low serum drug levels and drug holidays above 11 weeks were also risk factors,” she added.
The NOR-DRUM researchers also evaluated genetic risk factors and found that patients with the HLA-DQ2 gene variant were also at increased risk of developing ADA.
While NOR-DRUM evaluated only infliximab, some of its lessons may be applied to other DMARDs, Brun said. “We think that for other subcutaneously administered TNF inhibitors, you would probably see the same effect of proactive TDM, but we currently do not have data on that,” she said. A study similar to the NOR-DRUM design will evaluate this in Norway, Brun added.
She explained why the findings with infliximab may extend to adalimumab, which may be the second most immunogenic TNF inhibitor after infliximab. “The administration is different; it’s administered more often than infliximab; that would also make the results more uncertain to generalize to the other treatments, but I would guess there are also benefits of using TDM in other treatments.”
Potential Risks for TDM
Wallace has noted that TDM, with the current state of evidence, carries a number of potential risks. “The potential risks might be that you unnecessarily discontinue a medication because you detected an antibody, or the level seems low and you’re not able to get it higher, but the patient is otherwise doing fine,” he said. “You might end up increasing doses of the medicine that would put the patient at potentially increased risk of infection, as well as obviously more costs.”
That would also lead to more utilization of resources and costs, he said. “Some of those reasons are why there has been hesitation with therapeutic drug monitoring,” Wallace added.
A number of questions also surround the use of biosimilars and ADA levels, Wallace said. While a review of clinical trials found no meaningful differences in terms of immunogenicity between biosimilars and reference products, it did note discrepancies in how the agents were evaluated.
What DMARDs Are Most Suitable for TDM?
Petri said TDM would be useful for monitoring patients on mycophenolate mofetil. “A trough level can at least tell us if a patient is taking it,” she said. “Tacrolimus, used for lupus nephritis, has well-accepted peak and trough trends due to widespread use in transplant.”
Drugs with a wide variability in pharmacokinetics may also be suitable for TDM, Balevic said. That would include hydroxychloroquine, azathioprine, mycophenolate, or even cyclophosphamide. Drugs that have a narrow therapeutic index, such as tacrolimus, cyclosporine, or again, cyclophosphamide, might also be amenable to TDM, he said.
Why Do TDM?
“The two main reasons why somebody would go on to detect drug levels: The first may be to assess medication adherence, and this applies virtually to any drug that rheumatologists use; the second reason is to optimize dozing, either for efficacy purposes or to prevent toxicity,” Balevic said.
“When it comes to optimizing dosing, you should really think about TDM as one tool in our toolbelt,” he said.
Dose is “just a surrogate,” he said. “When we prescribe a drug, what truly matters is the amount of active unbound drug at the site of action. That’s what’s responsible for a drug’s pharmacologic effect.”
However, the same dose, or even the same weight-based dose, does not necessarily mean similar patients will achieve the same amount of exposure to the drug, but TDM can help determine that, he said.
What’s Next
Studies into the use of TDM in rheumatology are ongoing. Brun said her group is currently conducting a cost-effective analysis from the NOR-DRUM trials.
“There’s going to be more studies coming out in the next few years, looking at what impact the use of therapeutic drug monitoring might have on outcomes,” Wallace said.
“As we accumulate more and more evidence, we might see organizations like ACR and EULAR start to weigh in more on whether or not therapeutic drug monitoring can or should be used.”
Petri, Brun, and Garg had no relevant disclosures. Wallace disclosed financial relationships with Amgen, Alexion, BioCryst, Boehringer Ingelheim, Bristol Myers Squibb, Medpace, Novartis, Sanofi, Viela Bio, Visterra, Xencor, and Zenas. Balevic disclosed relationships with the National Institutes of Health, the Childhood Arthritis and Rheumatology Research Alliance, and UCB.
A version of this article appeared on Medscape.com.
Therapeutic drug monitoring (TDM) — the practice of using laboratory testing to measure blood levels of drugs — has garnered growing interest among rheumatologists in managing patients on disease-modifying antirheumatic drugs (DMARDs), but that hasn’t exactly translated to widespread practice.
While TDM has made some inroads with patients taking monoclonal antibodies, specifically infliximab, its uptake has encountered a number of headwinds, not the least of which is a lack of evidence and clinical guidelines, uneven access and standards of assays, and even an uncertainty about how to interpret laboratory results.
“In some fields, such as neurology, TDM is accepted for antiepileptics,” Michelle Petri, MD, MPH, director of the Johns Hopkins Lupus Center, Baltimore, told Medscape Medical News. “In rheumatology, though, TDM is underutilized and not adequately championed by the American College of Rheumatology.”
She noted that TDM is most acutely needed for management of systemic lupus erythematosus, where nonadherence is a major problem. “Whole blood hydroxychloroquine monitoring has proven beneficial for identifying nonadherence, but also to pinpoint patients who are on too much, a risk factor for retinopathy,” Petri said.
“The state of therapeutic drug monitoring in general has been interesting when you think about its use in autoimmune disease because it’s very much used in gastroenterology and it’s been much less used in rheumatology,” Zachary Wallace, MD, codirector of the Rheumatology & Allergy Clinical Epidemiology Research Center at Massachusetts General Hospital in Boston, told Medscape Medical News. “Some of that may have to do with the interpretation of the availability of evidence, but I think it’s something clinicians will come across more and more often in their practice and wondering what its role might be,” he added.
The movement to precision medicine also portends to grow interest in TDM in rheumatology, said Stephen Balevic, MD, PhD, a rheumatologist and pharmacologist at Duke University and director of pharmacometrics at the Duke Clinical Research Institute, Durham, North Carolina.
“It’s a very exciting time for rheumatologists to begin thinking outside box on what it means to study precision medicine, and I think pharmacology is one of the most overlooked aspects of precision medicine in our community,” he told Medscape Medical News.
That may be because older DMARDs, namely hydroxychloroquine and methotrexate, came to market when regulatory requirements were different than they are today, Balevic said. “Many of the older conventional DMARDs were discovered incidentally and never really had the traditional pharmacokinetic-pharmacodynamic trials to determine optimal dosing, or perhaps that was extrapolated from other populations,” he said.
So, the “one-size-fits-all” approach does not work for prescribing older or even some of the newer DMARDs for rheumatologic disorders, Balevic said.
Reactive vs Proactive TDM
Among the few trials that examined TDM in rheumatology patients are the NOR-DRUM A and B trials in Norway. Marthe Brun, MD, PhD, a rheumatologist at the Center for Treatment of Rheumatic and Musculoskeletal Diseases at Diakonhjemmet Hospital in Oslo, Norway, and a coauthor of the NOR-DRUM trials, told Medscape Medical News that the trials found an overall benefit to TDM during infliximab maintenance therapy. The trials included not only patients with inflammatory arthritis (rheumatoid arthritis, psoriatic arthritis, and spondyloarthritis) but also patients with inflammatory bowel disease and psoriasis, Brun said.
Brun explained that two types of TDM exist: Reactive and proactive. “Reactive TDM is when you use it to find the reason for a patient having a flare or disease worsening,” she told Medscape Medical News. “Proactive TDM would be regular testing to keep a patient within a therapeutic range to avoid flare because of low drug concentrations.”
Gastroenterologists are more inclined than rheumatologists and dermatologists to use reactive TDM, she said. “There have been no recommendations regarding proactive TDM because of the lack of data.”
In Europe, Wallace noted that European Alliance of Associations for Rheumatology (EULAR) recommendations consider the use of TDM in specific clinical scenarios, such as when treatment fails or to evaluate immunogenicity of a reaction, but they are limited. The American College of Rheumatology (ACR) does not have any recommendations for the use of TDM.
Based on the NOR-DRUM trials, rheumatologists in Norway have published their own guidelines for TDM for infliximab in rheumatologic disease, but they are in Norwegian and have not yet been taken up by EULAR, Brun noted. Publication of those recommendations in English is pending, she said.
“But for other subcutaneously administered TNF inhibitors, there’s a lack of data,” Brun added.
The State of the Evidence
NOR-DRUM A did not support the use of proactive TDM in the 30-week induction period as a way to improve disease remission in patients with chronic immune-mediated inflammatory disease. NOR-DRUM B, which evaluated TDM over a year, found the approach was more likely to lead to sustained disease control for that period.
Brun’s group recently published an analysis of the trials. “We did not find an overall effect during the initial phase of the treatment, the first 30 weeks,” she told Medscape Medical News.
“Then we looked at subgroups, and we found that the patients that developed antidrug antibodies [ADAs] had an effect, and ADA are associated with poorer outcomes as well as infusion reactions for patients treated with infliximab.
“So, it’s probably a benefit to be able to detect these ADA early before the patient experiences a disease flare or infusion reaction,” Brun added. “It facilitates for the clinician to take action to, for example, increase the dosing or switch therapy.”
However, the quality of the data supporting TDM in rheumatology is limited, Balevic said. “There’s very good observational data, but we have very few clinical trials that actually leverage TDM,” he said.
NOR-DRUM is the exception, he said. “Ideally, we need more of these dose-optimization trials to help guide clinical practice,” he said. But it stands alone.
Wallace noted several take-home messages from the NOR-DRUM trials, namely that using TDM to prevent ADA may be more effective during the maintenance phase of treatment than the induction phase. However, he said, the evidence is still emerging.
“It’s reasonable to say that we’re at an early stage of the evidence,” he said. “If you look at the large trials that have been done in rheumatology, they’ve combined patients with many different types of conditions, and a lot of our recommendations in rheumatology are disease-specific — in rheumatoid arthritis, in vasculitis. There’s a lack of data in specific diseases to guide or examine what the role of TDM might be.”
In the meantime, no fewer than four clinical trials evaluating TDM with tumor necrosis factor (TNF) inhibitors in rheumatologic diseases are ongoing or have completed but not yet released results, according to Wallace. Three Adalimumab Drug Optimization in Rheumatoid Arthritis trials are underway: The first is evaluating drug tapering vs disease activity score; the second is testing low or usual drug concentration; and the third is studying switches to etanercept or a non-TNF inhibitor drug (abatacept, rituximab, tocilizumab, or sarilumab) in patients failing treatment. Another trial called Tocilizumab Drug Levels to Optimized Treatment in RA is randomizing patients with high drug levels to dose maintenance or dose reduction. All four trials are sponsored by the Reade Rheumatology Research Institute, Amsterdam, the Netherlands.
Until clearer answers emerge from clinical trials, a number of barriers to and questions about the potential for TDM in rheumatology persist.
Barriers to Wider Use of TDM
“The biggest barrier with TDM is simply just a lack of what to do with the data,” Balevic said. “The clinician needs clear-cut guidance on what to do with the drug level. So, in other words, what is the target concentration for the drug? And if that target is not the goal, how should that dose be adjusted?”
The optimal drug levels, particularly for the older conventional synthetic DMARDs, simply have not been validated by clinical trials, he said.
“Different studies may report different target drug levels, and this could be due to different underlying population, or a different matrix — a measure of whole blood vs plasma — or even the timing of the sample,” he said. Balevic led a pharmacokinetic study earlier this year that proposed an algorithm for determining the number of missed hydroxychloroquine doses.
“This really goes back to the clinician needing to draw on a lot of pharmacology training to interpret the literature,” Balevic added.
That gets to the need for more education among rheumatologists, as Brun pointed out. “The physician needs to be educated about therapeutic ranges, when to assess concentrations of drug antibodies, and how to react to the results,” Brun said.
Which ADAs to identify is also problematic. “For antidrug antibodies, it’s especially challenging because there are so many assay formats in use, and it’s a bit complicated to analyze these antidrug antibodies,” Brun said. “There’s no consensus on what calibrators to use, and there’s no standardization of how to report the results, so you can’t really compare results from different assays. You need to know what your laboratory is using and how to interpret results from that particular assay, so that’s a challenge.”
Variability in drug tolerance also exists across assays, Wallace noted. “One of the challenges that have come up in the discussion of therapeutic drug monitoring is understanding what the target level is,” he said. “Defining what the target level might be for a specific condition is not something that’s well understood.”
Breaking down the science, he noted that an ADA can bind to a monoclonal antibody, forming an immune complex that avoids detection. Drug-sensitive assays may detect high concentrations of ADAs but miss low or moderate concentrations. Drug-tolerant assays may be more likely to detect low concentrations at ADAs, but the clinical significance is unclear.
Cost and Patient Trust as Barriers
“The costs vary a lot from assay to assay,” Brun said. “Some commercial assays can be really expensive.” In Norway, a dedicated lab with its own in-house assays helps to keep costs down, she said.
But that’s not the case in the United States, where insurance coverage can be a question mark, Shivani Garg, MD, a rheumatologist at the University of Wisconsin (UW)-Madison and director of the UW-Madison Health Lupus and Lupus Nephritis Clinics, told Medscape Medical News. “A lot of insurances are covering therapeutic drug monitoring, but for the high-deductible plans, there should be a way to offer these important tests to patients at a lower cost or figure out a way for coverage for those patients so that they can show that there are benefits of therapeutic drug monitoring without being sent a really big bill,” she said.
Patient trust could be another potential barrier, Garg said. “A lot of times there is not shared decision-making involved in why this test is being done, how those tests will help us as clinicians, and [patients’ understanding of] the use of the medicine,” Garg said.
“If the shared decision-making to build trust is not there, a lot of times patients worry that they’re being under surveillance or they’re being watched, so that might add to the lack of trust in the core issues that are critical threats to patients with chronic diseases because this is a lifelong partnership,” she said.
Convenience is another issue. “Particularly with mycophenolate levels, a lot of studies have used area under the curve, so getting an area under the curve level over a period of 12 hours would require several samples,” Garg said.
Testing protocols are also uncertain, Garg added. “A few data points ... are missing, like how we use the data over time,” she said. “If you do it for a given patient over several years, how often should you do it? How often do the levels fluctuate? How are the data used to inform dosing changes or monitoring changes?
“When those pieces are put together, then we are more likely to build up an intervention that clinicians can use in clinical practice, so they know how to order it and how frequently do it — every 6 months, 3 months, or every month. And then, over a period of time, how to adjust the dosing. That’s the big question.”
Who May Benefit Most From TDM?
In the NOR-DRUM trials, patients at risk of developing ADA early on, before a disease flare or infusion reaction, seemed to benefit most from TDM. But who are those patients?
“We looked at risk factors for developing antidrug antibodies, and we found that patients with high disease activity when starting treatment, smokers, and patients with rheumatoid arthritis had a higher risk than other patients, as did patients who are not using concomitant immunosuppressive therapy,” Brun said.
“During treatment, we also found that low serum drug levels and drug holidays above 11 weeks were also risk factors,” she added.
The NOR-DRUM researchers also evaluated genetic risk factors and found that patients with the HLA-DQ2 gene variant were also at increased risk of developing ADA.
While NOR-DRUM evaluated only infliximab, some of its lessons may be applied to other DMARDs, Brun said. “We think that for other subcutaneously administered TNF inhibitors, you would probably see the same effect of proactive TDM, but we currently do not have data on that,” she said. A study similar to the NOR-DRUM design will evaluate this in Norway, Brun added.
She explained why the findings with infliximab may extend to adalimumab, which may be the second most immunogenic TNF inhibitor after infliximab. “The administration is different; it’s administered more often than infliximab; that would also make the results more uncertain to generalize to the other treatments, but I would guess there are also benefits of using TDM in other treatments.”
Potential Risks for TDM
Wallace has noted that TDM, with the current state of evidence, carries a number of potential risks. “The potential risks might be that you unnecessarily discontinue a medication because you detected an antibody, or the level seems low and you’re not able to get it higher, but the patient is otherwise doing fine,” he said. “You might end up increasing doses of the medicine that would put the patient at potentially increased risk of infection, as well as obviously more costs.”
That would also lead to more utilization of resources and costs, he said. “Some of those reasons are why there has been hesitation with therapeutic drug monitoring,” Wallace added.
A number of questions also surround the use of biosimilars and ADA levels, Wallace said. While a review of clinical trials found no meaningful differences in terms of immunogenicity between biosimilars and reference products, it did note discrepancies in how the agents were evaluated.
What DMARDs Are Most Suitable for TDM?
Petri said TDM would be useful for monitoring patients on mycophenolate mofetil. “A trough level can at least tell us if a patient is taking it,” she said. “Tacrolimus, used for lupus nephritis, has well-accepted peak and trough trends due to widespread use in transplant.”
Drugs with a wide variability in pharmacokinetics may also be suitable for TDM, Balevic said. That would include hydroxychloroquine, azathioprine, mycophenolate, or even cyclophosphamide. Drugs that have a narrow therapeutic index, such as tacrolimus, cyclosporine, or again, cyclophosphamide, might also be amenable to TDM, he said.
Why Do TDM?
“The two main reasons why somebody would go on to detect drug levels: The first may be to assess medication adherence, and this applies virtually to any drug that rheumatologists use; the second reason is to optimize dozing, either for efficacy purposes or to prevent toxicity,” Balevic said.
“When it comes to optimizing dosing, you should really think about TDM as one tool in our toolbelt,” he said.
Dose is “just a surrogate,” he said. “When we prescribe a drug, what truly matters is the amount of active unbound drug at the site of action. That’s what’s responsible for a drug’s pharmacologic effect.”
However, the same dose, or even the same weight-based dose, does not necessarily mean similar patients will achieve the same amount of exposure to the drug, but TDM can help determine that, he said.
What’s Next
Studies into the use of TDM in rheumatology are ongoing. Brun said her group is currently conducting a cost-effective analysis from the NOR-DRUM trials.
“There’s going to be more studies coming out in the next few years, looking at what impact the use of therapeutic drug monitoring might have on outcomes,” Wallace said.
“As we accumulate more and more evidence, we might see organizations like ACR and EULAR start to weigh in more on whether or not therapeutic drug monitoring can or should be used.”
Petri, Brun, and Garg had no relevant disclosures. Wallace disclosed financial relationships with Amgen, Alexion, BioCryst, Boehringer Ingelheim, Bristol Myers Squibb, Medpace, Novartis, Sanofi, Viela Bio, Visterra, Xencor, and Zenas. Balevic disclosed relationships with the National Institutes of Health, the Childhood Arthritis and Rheumatology Research Alliance, and UCB.
A version of this article appeared on Medscape.com.
Few Differences Seen in RA Pain Outcomes for JAK Inhibitors, Biologics
TOPLINE:
Janus kinase (JAK) inhibitors had a marginally superior effect on pain relief when compared with tumor necrosis factor (TNF) inhibitors in patients with rheumatoid arthritis (RA), particularly when used as monotherapy and in those previously treated with at least two biologic disease-modifying antirheumatic drugs (DMARDs), but their pain reduction effects were similar to those of non–TNF inhibitor biologic DMARDs.
METHODOLOGY:
- Researchers aimed to compare the effect of JAK inhibitors and each class of biologic DMARDs such as TNF inhibitors, rituximab, abatacept, and interleukin (IL)-6 inhibitors on pain in patients with RA in clinical practice.
- They included 8430 patients with RA who were initiated on either a JAK inhibitor (n = 1827), TNF inhibitor (n = 6422), IL-6 inhibitor (n = 887), abatacept (n = 1102), or rituximab (n = 1149) in 2017-2019.
- Differences in the change in pain, assessed using a visual analog scale (VAS; 0-100 mm), from baseline to 3 months were compared between the treatment arms.
- The proportion of patients who continued their initial treatment with low pain levels (VAS pain, < 20 mm) at 12 months was also evaluated.
- The comparisons of treatment responses between JAK inhibitors and biologic DMARDs were analyzed using multivariate linear regression, adjusted for patient characteristics, comorbidities, current co-medication, and previous treatment.
TAKEAWAY:
- Pain scores improved from baseline to 3 months in all the treatment arms, with mean changes ranging from −20.1 mm (95% CI, −23.1 to −17.2) for IL-6 inhibitors to −16.6 mm (95% CI, −19.1 to −14.0) for rituximab.
- At 3 months, JAK inhibitors reduced pain scores by 4.0 mm (95% CI, 1.7-6.3) more than TNF inhibitors and by 3.9 mm (95% CI, 0.9-6.9) more than rituximab; however, the change in pain was not significantly different on comparing JAK inhibitors with abatacept or IL-6 inhibitors.
- The superior pain-reducing effects of JAK inhibitors over those of TNF inhibitors were more prominent in those who were previously treated with at least two biologic DMARDs and when the treatments were used as monotherapy.
- At 12 months, 19.5% of the patients receiving JAK inhibitors continued their treatment and achieved low pain levels, with the corresponding proportions ranging from 17% to 26% for biologic DMARDs; JAK inhibitors were more effective in reducing pain than TNF inhibitors, although the difference was not statistically significant.
IN PRACTICE:
“JAK inhibitors yield slightly better pain outcomes than TNF inhibitors. The magnitude of these effects is unlikely to be clinically meaningful in unselected groups of patients with RA,” experts from Feinberg School of Medicine, Northwestern University, Chicago, wrote in an accompanying editorial. “Specific subgroups, such as those who have tried at least two DMARDs, may experience greater effects,” they added.
SOURCE:
The study was led by Anna Eberhard, MD, Department of Clinical Sciences, Lund University, Malmö, Sweden. It was published online on September 22, 2024, in Arthritis & Rheumatology.
LIMITATIONS:
The study had a significant amount of missing data, particularly for follow-up evaluations, which may have introduced bias. The majority of patients were treated using baricitinib, potentially limiting the generalizability to other JAK inhibitors. Residual confounding could not be excluded despite adjustments for multiple relevant patient characteristics.
DISCLOSURES:
This study was supported by grants from The Swedish Research Council, The Swedish Rheumatism Association, and Lund University. Some authors declared receiving consulting fees, payments or honoraria, or grants or having other ties with pharmaceutical companies and other sources.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
Janus kinase (JAK) inhibitors had a marginally superior effect on pain relief when compared with tumor necrosis factor (TNF) inhibitors in patients with rheumatoid arthritis (RA), particularly when used as monotherapy and in those previously treated with at least two biologic disease-modifying antirheumatic drugs (DMARDs), but their pain reduction effects were similar to those of non–TNF inhibitor biologic DMARDs.
METHODOLOGY:
- Researchers aimed to compare the effect of JAK inhibitors and each class of biologic DMARDs such as TNF inhibitors, rituximab, abatacept, and interleukin (IL)-6 inhibitors on pain in patients with RA in clinical practice.
- They included 8430 patients with RA who were initiated on either a JAK inhibitor (n = 1827), TNF inhibitor (n = 6422), IL-6 inhibitor (n = 887), abatacept (n = 1102), or rituximab (n = 1149) in 2017-2019.
- Differences in the change in pain, assessed using a visual analog scale (VAS; 0-100 mm), from baseline to 3 months were compared between the treatment arms.
- The proportion of patients who continued their initial treatment with low pain levels (VAS pain, < 20 mm) at 12 months was also evaluated.
- The comparisons of treatment responses between JAK inhibitors and biologic DMARDs were analyzed using multivariate linear regression, adjusted for patient characteristics, comorbidities, current co-medication, and previous treatment.
TAKEAWAY:
- Pain scores improved from baseline to 3 months in all the treatment arms, with mean changes ranging from −20.1 mm (95% CI, −23.1 to −17.2) for IL-6 inhibitors to −16.6 mm (95% CI, −19.1 to −14.0) for rituximab.
- At 3 months, JAK inhibitors reduced pain scores by 4.0 mm (95% CI, 1.7-6.3) more than TNF inhibitors and by 3.9 mm (95% CI, 0.9-6.9) more than rituximab; however, the change in pain was not significantly different on comparing JAK inhibitors with abatacept or IL-6 inhibitors.
- The superior pain-reducing effects of JAK inhibitors over those of TNF inhibitors were more prominent in those who were previously treated with at least two biologic DMARDs and when the treatments were used as monotherapy.
- At 12 months, 19.5% of the patients receiving JAK inhibitors continued their treatment and achieved low pain levels, with the corresponding proportions ranging from 17% to 26% for biologic DMARDs; JAK inhibitors were more effective in reducing pain than TNF inhibitors, although the difference was not statistically significant.
IN PRACTICE:
“JAK inhibitors yield slightly better pain outcomes than TNF inhibitors. The magnitude of these effects is unlikely to be clinically meaningful in unselected groups of patients with RA,” experts from Feinberg School of Medicine, Northwestern University, Chicago, wrote in an accompanying editorial. “Specific subgroups, such as those who have tried at least two DMARDs, may experience greater effects,” they added.
SOURCE:
The study was led by Anna Eberhard, MD, Department of Clinical Sciences, Lund University, Malmö, Sweden. It was published online on September 22, 2024, in Arthritis & Rheumatology.
LIMITATIONS:
The study had a significant amount of missing data, particularly for follow-up evaluations, which may have introduced bias. The majority of patients were treated using baricitinib, potentially limiting the generalizability to other JAK inhibitors. Residual confounding could not be excluded despite adjustments for multiple relevant patient characteristics.
DISCLOSURES:
This study was supported by grants from The Swedish Research Council, The Swedish Rheumatism Association, and Lund University. Some authors declared receiving consulting fees, payments or honoraria, or grants or having other ties with pharmaceutical companies and other sources.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
Janus kinase (JAK) inhibitors had a marginally superior effect on pain relief when compared with tumor necrosis factor (TNF) inhibitors in patients with rheumatoid arthritis (RA), particularly when used as monotherapy and in those previously treated with at least two biologic disease-modifying antirheumatic drugs (DMARDs), but their pain reduction effects were similar to those of non–TNF inhibitor biologic DMARDs.
METHODOLOGY:
- Researchers aimed to compare the effect of JAK inhibitors and each class of biologic DMARDs such as TNF inhibitors, rituximab, abatacept, and interleukin (IL)-6 inhibitors on pain in patients with RA in clinical practice.
- They included 8430 patients with RA who were initiated on either a JAK inhibitor (n = 1827), TNF inhibitor (n = 6422), IL-6 inhibitor (n = 887), abatacept (n = 1102), or rituximab (n = 1149) in 2017-2019.
- Differences in the change in pain, assessed using a visual analog scale (VAS; 0-100 mm), from baseline to 3 months were compared between the treatment arms.
- The proportion of patients who continued their initial treatment with low pain levels (VAS pain, < 20 mm) at 12 months was also evaluated.
- The comparisons of treatment responses between JAK inhibitors and biologic DMARDs were analyzed using multivariate linear regression, adjusted for patient characteristics, comorbidities, current co-medication, and previous treatment.
TAKEAWAY:
- Pain scores improved from baseline to 3 months in all the treatment arms, with mean changes ranging from −20.1 mm (95% CI, −23.1 to −17.2) for IL-6 inhibitors to −16.6 mm (95% CI, −19.1 to −14.0) for rituximab.
- At 3 months, JAK inhibitors reduced pain scores by 4.0 mm (95% CI, 1.7-6.3) more than TNF inhibitors and by 3.9 mm (95% CI, 0.9-6.9) more than rituximab; however, the change in pain was not significantly different on comparing JAK inhibitors with abatacept or IL-6 inhibitors.
- The superior pain-reducing effects of JAK inhibitors over those of TNF inhibitors were more prominent in those who were previously treated with at least two biologic DMARDs and when the treatments were used as monotherapy.
- At 12 months, 19.5% of the patients receiving JAK inhibitors continued their treatment and achieved low pain levels, with the corresponding proportions ranging from 17% to 26% for biologic DMARDs; JAK inhibitors were more effective in reducing pain than TNF inhibitors, although the difference was not statistically significant.
IN PRACTICE:
“JAK inhibitors yield slightly better pain outcomes than TNF inhibitors. The magnitude of these effects is unlikely to be clinically meaningful in unselected groups of patients with RA,” experts from Feinberg School of Medicine, Northwestern University, Chicago, wrote in an accompanying editorial. “Specific subgroups, such as those who have tried at least two DMARDs, may experience greater effects,” they added.
SOURCE:
The study was led by Anna Eberhard, MD, Department of Clinical Sciences, Lund University, Malmö, Sweden. It was published online on September 22, 2024, in Arthritis & Rheumatology.
LIMITATIONS:
The study had a significant amount of missing data, particularly for follow-up evaluations, which may have introduced bias. The majority of patients were treated using baricitinib, potentially limiting the generalizability to other JAK inhibitors. Residual confounding could not be excluded despite adjustments for multiple relevant patient characteristics.
DISCLOSURES:
This study was supported by grants from The Swedish Research Council, The Swedish Rheumatism Association, and Lund University. Some authors declared receiving consulting fees, payments or honoraria, or grants or having other ties with pharmaceutical companies and other sources.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
Small Bowel Dysmotility Brings Challenges to Patients With Systemic Sclerosis
TOPLINE:
Patients with systemic sclerosis (SSc) who exhibit abnormal small bowel transit are more likely to be men, experience more severe cardiac involvement, have a higher mortality risk, and show fewer sicca symptoms.
METHODOLOGY:
- Researchers enrolled 130 patients with SSc having gastrointestinal (GI) symptoms (mean age at symptom onset, 56.8 years; 90% women; 81% White) seen at the Johns Hopkins Scleroderma Center, Baltimore, from October 2014 to May 2022.
- Clinical data and serum samples were longitudinally collected from all actively followed patients at the time of enrollment and every 6 months thereafter (median disease duration, 8.4 years).
- Participants underwent whole gut transit scintigraphy for the assessment of small bowel motility.
- A cross-sectional analysis compared the clinical features of patients with (n = 22; mean age at symptom onset, 61.4 years) and without (n = 108; mean age at symptom onset, 55.8 years) abnormal small bowel transit.
TAKEAWAY:
- Men with SSc (odds ratio [OR], 3.70; P = .038) and those with severe cardiac involvement (OR, 3.98; P = .035) were more likely to have abnormal small bowel transit.
- Sicca symptoms were negatively associated with abnormal small bowel transit in patients with SSc (adjusted OR, 0.28; P = .043).
- Patients with abnormal small bowel transit reported significantly worse (P = .028) and social functioning (P = .015) than those having a normal transit.
- A multivariate analysis showed that patients with abnormal small bowel transit had higher mortality than those with a normal transit (adjusted hazard ratio, 5.03; P = .005).
IN PRACTICE:
“Our findings improve our understanding of risk factors associated with abnormal small bowel transit in SSc patients and shed light on the lived experience of patients with this GI [gastrointestinal] complication,” the authors wrote. “Overall, these findings are important for patient risk stratification and monitoring and will help to identify a more homogeneous group of patients for future clinical and translational studies,” they added.
SOURCE:
The study was led by Jenice X. Cheah, MD, University of California, Los Angeles. It was published online on October 7, 2024, in Rheumatology.
LIMITATIONS:
The study may be subject to referral bias as it was conducted at a tertiary referral center, potentially including patients with a more severe disease status. Furthermore, this study was retrospective in nature, and whole gut transit studies were not conducted in all the patients seen at the referral center. Additionally, the cross-sectional design limited the ability to establish causality between the clinical features and abnormal small bowel transit.
DISCLOSURES:
The study was supported by grants from the National Institute of Arthritis and Musculoskeletal and Skin Diseases. The authors declared no conflicts of interest.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
Patients with systemic sclerosis (SSc) who exhibit abnormal small bowel transit are more likely to be men, experience more severe cardiac involvement, have a higher mortality risk, and show fewer sicca symptoms.
METHODOLOGY:
- Researchers enrolled 130 patients with SSc having gastrointestinal (GI) symptoms (mean age at symptom onset, 56.8 years; 90% women; 81% White) seen at the Johns Hopkins Scleroderma Center, Baltimore, from October 2014 to May 2022.
- Clinical data and serum samples were longitudinally collected from all actively followed patients at the time of enrollment and every 6 months thereafter (median disease duration, 8.4 years).
- Participants underwent whole gut transit scintigraphy for the assessment of small bowel motility.
- A cross-sectional analysis compared the clinical features of patients with (n = 22; mean age at symptom onset, 61.4 years) and without (n = 108; mean age at symptom onset, 55.8 years) abnormal small bowel transit.
TAKEAWAY:
- Men with SSc (odds ratio [OR], 3.70; P = .038) and those with severe cardiac involvement (OR, 3.98; P = .035) were more likely to have abnormal small bowel transit.
- Sicca symptoms were negatively associated with abnormal small bowel transit in patients with SSc (adjusted OR, 0.28; P = .043).
- Patients with abnormal small bowel transit reported significantly worse (P = .028) and social functioning (P = .015) than those having a normal transit.
- A multivariate analysis showed that patients with abnormal small bowel transit had higher mortality than those with a normal transit (adjusted hazard ratio, 5.03; P = .005).
IN PRACTICE:
“Our findings improve our understanding of risk factors associated with abnormal small bowel transit in SSc patients and shed light on the lived experience of patients with this GI [gastrointestinal] complication,” the authors wrote. “Overall, these findings are important for patient risk stratification and monitoring and will help to identify a more homogeneous group of patients for future clinical and translational studies,” they added.
SOURCE:
The study was led by Jenice X. Cheah, MD, University of California, Los Angeles. It was published online on October 7, 2024, in Rheumatology.
LIMITATIONS:
The study may be subject to referral bias as it was conducted at a tertiary referral center, potentially including patients with a more severe disease status. Furthermore, this study was retrospective in nature, and whole gut transit studies were not conducted in all the patients seen at the referral center. Additionally, the cross-sectional design limited the ability to establish causality between the clinical features and abnormal small bowel transit.
DISCLOSURES:
The study was supported by grants from the National Institute of Arthritis and Musculoskeletal and Skin Diseases. The authors declared no conflicts of interest.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
Patients with systemic sclerosis (SSc) who exhibit abnormal small bowel transit are more likely to be men, experience more severe cardiac involvement, have a higher mortality risk, and show fewer sicca symptoms.
METHODOLOGY:
- Researchers enrolled 130 patients with SSc having gastrointestinal (GI) symptoms (mean age at symptom onset, 56.8 years; 90% women; 81% White) seen at the Johns Hopkins Scleroderma Center, Baltimore, from October 2014 to May 2022.
- Clinical data and serum samples were longitudinally collected from all actively followed patients at the time of enrollment and every 6 months thereafter (median disease duration, 8.4 years).
- Participants underwent whole gut transit scintigraphy for the assessment of small bowel motility.
- A cross-sectional analysis compared the clinical features of patients with (n = 22; mean age at symptom onset, 61.4 years) and without (n = 108; mean age at symptom onset, 55.8 years) abnormal small bowel transit.
TAKEAWAY:
- Men with SSc (odds ratio [OR], 3.70; P = .038) and those with severe cardiac involvement (OR, 3.98; P = .035) were more likely to have abnormal small bowel transit.
- Sicca symptoms were negatively associated with abnormal small bowel transit in patients with SSc (adjusted OR, 0.28; P = .043).
- Patients with abnormal small bowel transit reported significantly worse (P = .028) and social functioning (P = .015) than those having a normal transit.
- A multivariate analysis showed that patients with abnormal small bowel transit had higher mortality than those with a normal transit (adjusted hazard ratio, 5.03; P = .005).
IN PRACTICE:
“Our findings improve our understanding of risk factors associated with abnormal small bowel transit in SSc patients and shed light on the lived experience of patients with this GI [gastrointestinal] complication,” the authors wrote. “Overall, these findings are important for patient risk stratification and monitoring and will help to identify a more homogeneous group of patients for future clinical and translational studies,” they added.
SOURCE:
The study was led by Jenice X. Cheah, MD, University of California, Los Angeles. It was published online on October 7, 2024, in Rheumatology.
LIMITATIONS:
The study may be subject to referral bias as it was conducted at a tertiary referral center, potentially including patients with a more severe disease status. Furthermore, this study was retrospective in nature, and whole gut transit studies were not conducted in all the patients seen at the referral center. Additionally, the cross-sectional design limited the ability to establish causality between the clinical features and abnormal small bowel transit.
DISCLOSURES:
The study was supported by grants from the National Institute of Arthritis and Musculoskeletal and Skin Diseases. The authors declared no conflicts of interest.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
Hospital Diagnostic Errors May Affect 7% of Patients
Diagnostic errors are common in hospitals and are largely preventable, according to a new observational study led by Anuj K. Dalal, MD, from the Division of General Internal Medicine at Brigham and Women’s Hospital and Harvard Medical School in Boston, published in BMJ Quality & Safety.
Dalal and his colleagues found that 1 in 14 general medicine patients (7%) suffer harm due to diagnostic errors, and up to 85% of these cases could be prevented.
Few Studies on Diagnostic Errors
The study found that adverse event surveillance in hospital underestimated the prevalence of harmful diagnostic errors.
“It is difficult to quantify and characterize diagnostic errors, which have been studied less than medication errors,” Micaela La Regina, MD, an internist and head of the Clinical Governance and Risk Management Unit at ASL 5 in La Spezia, Italy, told Univadis Italy. “Generally, it is estimated that around 50% of diagnostic errors are preventable, but the authors of this study went beyond simply observing the hospital admission period and followed their sample for 90 days after discharge. Their findings will need to be verified in other studies, but they seem convincing.”
The researchers in Boston selected a random sample of 675 hospital patients from a total of 9147 eligible cases who received general medical care between July 2019 and September 2021, excluding the peak of the COVID-19 pandemic (April-December 2020). They retrospectively reviewed the patients’ electronic health records using a structured method to evaluate the diagnostic process for potential errors and then estimated the impact and severity of any harm.
Cases sampled were those featuring transfer to intensive care more than 24 hours after admission (100% of 130 cases), death within 90 days of hospital admission or after discharge (38.5% of 141 cases), complex clinical problems without transfer to intensive care or death within 90 days of admission (7% of 298 cases), and 2.4% of 106 cases without high-risk criteria.
Each case was reviewed by two experts trained in the use of diagnostic error evaluation and research taxonomy, modified for acute care. Harm was classified as mild, moderate, severe, or fatal. The review assessed whether diagnostic error contributed to the harm and whether it was preventable. Cases with discrepancies or uncertainties regarding the diagnostic error or its impact were further examined by an expert panel.
Most Frequent Situations
Among all the cases examined, diagnostic errors were identified in 160 instances in 154 patients. The most frequent situations with diagnostic errors involved transfer to intensive care (54 cases), death within 90 days (34 cases), and complex clinical problems (52 cases). Diagnostic errors causing harm were found in 84 cases (82 patients), of which 37 (28.5%) occurred in those transferred to intensive care; 18 (13%) among patients who died within 90 days; 23 (8%) among patients with complex clinical issues; and 6 (6%) in low-risk cases.
The severity of harm was categorized as minor in 5 cases (6%), moderate in 36 (43%), major in 25 (30%), and fatal in 18 cases (21.5%). Overall, the researchers estimated that the proportion of harmful, preventable diagnostic errors with serious harm in general medicine patients was slightly more than 7%, 6%, and 1%, respectively.
Most Frequent Diagnoses
The most common diagnoses associated with diagnostic errors in the study included heart failure, acute kidney injury, sepsis, pneumonia, respiratory failure, altered mental state, abdominal pain, and hypoxemia. Dalal and colleagues emphasize the need for more attention to diagnostic error analysis, including the adoption of artificial intelligence–based tools for medical record screening.
“The technological approach, with alert-based systems, can certainly be helpful, but more attention must also be paid to continuous training and the well-being of healthcare workers. It is also crucial to encourage greater listening to caregivers and patients,” said La Regina. She noted that in the past, a focus on error prevention has often led to an increased workload and administrative burden on healthcare workers. However, the well-being of healthcare workers is key to ensuring patient safety.
“Countermeasures to reduce diagnostic errors require a multimodal approach, targeting professionals, the healthcare system, and organizational aspects, because even waiting lists are a critical factor,” she said. As a clinical risk expert, she recently proposed an adaptation of the value-based medicine formula in the International Journal for Quality in Health Care to include healthcare professionals’ care experience as one of the elements that contribute to determining high-value healthcare interventions. “Experiments are already underway to reimburse healthcare costs based on this formula, which also allows the assessment of the value of skills and expertise acquired by healthcare workers,” concluded La Regina.
This story was translated from Univadis Italy using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
Diagnostic errors are common in hospitals and are largely preventable, according to a new observational study led by Anuj K. Dalal, MD, from the Division of General Internal Medicine at Brigham and Women’s Hospital and Harvard Medical School in Boston, published in BMJ Quality & Safety.
Dalal and his colleagues found that 1 in 14 general medicine patients (7%) suffer harm due to diagnostic errors, and up to 85% of these cases could be prevented.
Few Studies on Diagnostic Errors
The study found that adverse event surveillance in hospital underestimated the prevalence of harmful diagnostic errors.
“It is difficult to quantify and characterize diagnostic errors, which have been studied less than medication errors,” Micaela La Regina, MD, an internist and head of the Clinical Governance and Risk Management Unit at ASL 5 in La Spezia, Italy, told Univadis Italy. “Generally, it is estimated that around 50% of diagnostic errors are preventable, but the authors of this study went beyond simply observing the hospital admission period and followed their sample for 90 days after discharge. Their findings will need to be verified in other studies, but they seem convincing.”
The researchers in Boston selected a random sample of 675 hospital patients from a total of 9147 eligible cases who received general medical care between July 2019 and September 2021, excluding the peak of the COVID-19 pandemic (April-December 2020). They retrospectively reviewed the patients’ electronic health records using a structured method to evaluate the diagnostic process for potential errors and then estimated the impact and severity of any harm.
Cases sampled were those featuring transfer to intensive care more than 24 hours after admission (100% of 130 cases), death within 90 days of hospital admission or after discharge (38.5% of 141 cases), complex clinical problems without transfer to intensive care or death within 90 days of admission (7% of 298 cases), and 2.4% of 106 cases without high-risk criteria.
Each case was reviewed by two experts trained in the use of diagnostic error evaluation and research taxonomy, modified for acute care. Harm was classified as mild, moderate, severe, or fatal. The review assessed whether diagnostic error contributed to the harm and whether it was preventable. Cases with discrepancies or uncertainties regarding the diagnostic error or its impact were further examined by an expert panel.
Most Frequent Situations
Among all the cases examined, diagnostic errors were identified in 160 instances in 154 patients. The most frequent situations with diagnostic errors involved transfer to intensive care (54 cases), death within 90 days (34 cases), and complex clinical problems (52 cases). Diagnostic errors causing harm were found in 84 cases (82 patients), of which 37 (28.5%) occurred in those transferred to intensive care; 18 (13%) among patients who died within 90 days; 23 (8%) among patients with complex clinical issues; and 6 (6%) in low-risk cases.
The severity of harm was categorized as minor in 5 cases (6%), moderate in 36 (43%), major in 25 (30%), and fatal in 18 cases (21.5%). Overall, the researchers estimated that the proportion of harmful, preventable diagnostic errors with serious harm in general medicine patients was slightly more than 7%, 6%, and 1%, respectively.
Most Frequent Diagnoses
The most common diagnoses associated with diagnostic errors in the study included heart failure, acute kidney injury, sepsis, pneumonia, respiratory failure, altered mental state, abdominal pain, and hypoxemia. Dalal and colleagues emphasize the need for more attention to diagnostic error analysis, including the adoption of artificial intelligence–based tools for medical record screening.
“The technological approach, with alert-based systems, can certainly be helpful, but more attention must also be paid to continuous training and the well-being of healthcare workers. It is also crucial to encourage greater listening to caregivers and patients,” said La Regina. She noted that in the past, a focus on error prevention has often led to an increased workload and administrative burden on healthcare workers. However, the well-being of healthcare workers is key to ensuring patient safety.
“Countermeasures to reduce diagnostic errors require a multimodal approach, targeting professionals, the healthcare system, and organizational aspects, because even waiting lists are a critical factor,” she said. As a clinical risk expert, she recently proposed an adaptation of the value-based medicine formula in the International Journal for Quality in Health Care to include healthcare professionals’ care experience as one of the elements that contribute to determining high-value healthcare interventions. “Experiments are already underway to reimburse healthcare costs based on this formula, which also allows the assessment of the value of skills and expertise acquired by healthcare workers,” concluded La Regina.
This story was translated from Univadis Italy using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
Diagnostic errors are common in hospitals and are largely preventable, according to a new observational study led by Anuj K. Dalal, MD, from the Division of General Internal Medicine at Brigham and Women’s Hospital and Harvard Medical School in Boston, published in BMJ Quality & Safety.
Dalal and his colleagues found that 1 in 14 general medicine patients (7%) suffer harm due to diagnostic errors, and up to 85% of these cases could be prevented.
Few Studies on Diagnostic Errors
The study found that adverse event surveillance in hospital underestimated the prevalence of harmful diagnostic errors.
“It is difficult to quantify and characterize diagnostic errors, which have been studied less than medication errors,” Micaela La Regina, MD, an internist and head of the Clinical Governance and Risk Management Unit at ASL 5 in La Spezia, Italy, told Univadis Italy. “Generally, it is estimated that around 50% of diagnostic errors are preventable, but the authors of this study went beyond simply observing the hospital admission period and followed their sample for 90 days after discharge. Their findings will need to be verified in other studies, but they seem convincing.”
The researchers in Boston selected a random sample of 675 hospital patients from a total of 9147 eligible cases who received general medical care between July 2019 and September 2021, excluding the peak of the COVID-19 pandemic (April-December 2020). They retrospectively reviewed the patients’ electronic health records using a structured method to evaluate the diagnostic process for potential errors and then estimated the impact and severity of any harm.
Cases sampled were those featuring transfer to intensive care more than 24 hours after admission (100% of 130 cases), death within 90 days of hospital admission or after discharge (38.5% of 141 cases), complex clinical problems without transfer to intensive care or death within 90 days of admission (7% of 298 cases), and 2.4% of 106 cases without high-risk criteria.
Each case was reviewed by two experts trained in the use of diagnostic error evaluation and research taxonomy, modified for acute care. Harm was classified as mild, moderate, severe, or fatal. The review assessed whether diagnostic error contributed to the harm and whether it was preventable. Cases with discrepancies or uncertainties regarding the diagnostic error or its impact were further examined by an expert panel.
Most Frequent Situations
Among all the cases examined, diagnostic errors were identified in 160 instances in 154 patients. The most frequent situations with diagnostic errors involved transfer to intensive care (54 cases), death within 90 days (34 cases), and complex clinical problems (52 cases). Diagnostic errors causing harm were found in 84 cases (82 patients), of which 37 (28.5%) occurred in those transferred to intensive care; 18 (13%) among patients who died within 90 days; 23 (8%) among patients with complex clinical issues; and 6 (6%) in low-risk cases.
The severity of harm was categorized as minor in 5 cases (6%), moderate in 36 (43%), major in 25 (30%), and fatal in 18 cases (21.5%). Overall, the researchers estimated that the proportion of harmful, preventable diagnostic errors with serious harm in general medicine patients was slightly more than 7%, 6%, and 1%, respectively.
Most Frequent Diagnoses
The most common diagnoses associated with diagnostic errors in the study included heart failure, acute kidney injury, sepsis, pneumonia, respiratory failure, altered mental state, abdominal pain, and hypoxemia. Dalal and colleagues emphasize the need for more attention to diagnostic error analysis, including the adoption of artificial intelligence–based tools for medical record screening.
“The technological approach, with alert-based systems, can certainly be helpful, but more attention must also be paid to continuous training and the well-being of healthcare workers. It is also crucial to encourage greater listening to caregivers and patients,” said La Regina. She noted that in the past, a focus on error prevention has often led to an increased workload and administrative burden on healthcare workers. However, the well-being of healthcare workers is key to ensuring patient safety.
“Countermeasures to reduce diagnostic errors require a multimodal approach, targeting professionals, the healthcare system, and organizational aspects, because even waiting lists are a critical factor,” she said. As a clinical risk expert, she recently proposed an adaptation of the value-based medicine formula in the International Journal for Quality in Health Care to include healthcare professionals’ care experience as one of the elements that contribute to determining high-value healthcare interventions. “Experiments are already underway to reimburse healthcare costs based on this formula, which also allows the assessment of the value of skills and expertise acquired by healthcare workers,” concluded La Regina.
This story was translated from Univadis Italy using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
Is It Possible To Treat Patients You Dislike?
This transcript has been edited for clarity.
What do we do if we don’t like patients? We take the Hippocratic Oath as young students in Glasgow. We do that just before our graduation ceremony; we hold our hands up and repeat the Hippocratic Oath: “First, do no harm,” and so on.
I can only think genuinely over a couple of times in which I’ve acted reflexively when a patient has done something awful. The couple of times it happened, it was just terrible racist comments to junior doctors who were with me. Extraordinarily dreadful things such as, “I don’t want to be touched by ...” or something of that sort.
Without really thinking about it, you react as a normal citizen and say, “That’s absolutely awful. Apologize immediately or leave the consultation room, and never ever come back again.”
I remember that it happened once in Glasgow and once when I was a young professor in Birmingham, and it’s just an automatic gut reaction. The patient got a fright, and I immediately apologized and groveled around. In that relationship, we hold all the power, don’t we? Rather than being gentle about it, I was genuinely angry because of these ridiculous comments.
Otherwise, I think most of the doctor-patient relationships are predicated on nonromantic love. I think patients want us to love them as one would a son, mother, father, or daughter, because if we do, then we will do better for them and we’ll pull out all the stops. “Placebo” means “I will please.” I think in the vast majority of cases, at least in our National Health Service (NHS), patients come with trust and a sense of wanting to build that relationship. That may be changing, but not for me.
What about putting the boot on the other foot? What if the patients don’t like us rather than vice versa? As part of our accreditation appraisal process, from time to time we have to take patient surveys as to whether the patients felt that, after they had been seen in a consultation, they were treated with dignity, the quality of information given was appropriate, and they were treated with kindness.
It’s an excellent exercise. Without bragging about it, patients objectively, according to these measures, appreciate the service that I give. It’s like getting five-star reviews on Trustpilot, or whatever these things are, that allow you to review car salesmen and so on. I have always had five-star reviews across the board.
That, again, I thought was just a feature of that relationship, of patients wanting to please. These are patients who had been treated, who were in the outpatient department, who were in the midst of battle. Still, the scores are very high. I speak to my colleagues and that’s not uniformly the case. Patients actually do use these feedback forms, I think in a positive rather than negative way, reflecting back on the way that they were treated.
It has caused some of my colleagues to think quite hard about their personal style and approach to patients. That sense of feedback is important.
What about losing trust? If that’s at the heart of everything that we do, then what would be an objective measure of losing trust? Again, in our healthcare system, it has been exceedingly unusual for a patient to request a second opinion. Now, that’s changing. The government is trying to change it. Leaders of the NHS are trying to change it so that patients feel assured that they can seek second opinions.
Again, in all the years I’ve been a cancer doctor, it has been incredibly infrequent that somebody has sought a second opinion after I’ve said something. That may be a measure of trust. Again, I’ve lived through an NHS in which seeking second opinions was something of a rarity.
I’d be really interested to see what you think. In your own sphere of healthcare practice, is it possible for us to look after patients that we don’t like, or should we be honest and say, “I don’t like you. Our relationship has broken down. I want you to be seen by a colleague,” or “I want you to be nursed by somebody else”?
Has that happened? Is that something that you think is common or may become more common? What about when trust breaks down the other way? Can you think of instances in which the relationship, for whatever reason, just didn’t work and the patient had to move on because of that loss of trust and what underpinned it? I’d be really interested to know.
I seek to be informed rather than the other way around. Can we truly look after patients that we don’t like or can we rise above it as Hippocrates might have done?
Thanks for listening, as always. For the time being, over and out.
Dr. Kerr, Professor, Nuffield Department of Clinical Laboratory Science, University of Oxford; Professor of Cancer Medicine, Oxford Cancer Centre, Oxford, United Kingdom, disclosed ties with Celleron Therapeutics, Oxford Cancer Biomarkers, Afrox, GlaxoSmithKline, Bayer HealthCare Pharmaceuticals, Genomic Health, Merck Serono, and Roche.
A version of this article appeared on Medscape.com.
This transcript has been edited for clarity.
What do we do if we don’t like patients? We take the Hippocratic Oath as young students in Glasgow. We do that just before our graduation ceremony; we hold our hands up and repeat the Hippocratic Oath: “First, do no harm,” and so on.
I can only think genuinely over a couple of times in which I’ve acted reflexively when a patient has done something awful. The couple of times it happened, it was just terrible racist comments to junior doctors who were with me. Extraordinarily dreadful things such as, “I don’t want to be touched by ...” or something of that sort.
Without really thinking about it, you react as a normal citizen and say, “That’s absolutely awful. Apologize immediately or leave the consultation room, and never ever come back again.”
I remember that it happened once in Glasgow and once when I was a young professor in Birmingham, and it’s just an automatic gut reaction. The patient got a fright, and I immediately apologized and groveled around. In that relationship, we hold all the power, don’t we? Rather than being gentle about it, I was genuinely angry because of these ridiculous comments.
Otherwise, I think most of the doctor-patient relationships are predicated on nonromantic love. I think patients want us to love them as one would a son, mother, father, or daughter, because if we do, then we will do better for them and we’ll pull out all the stops. “Placebo” means “I will please.” I think in the vast majority of cases, at least in our National Health Service (NHS), patients come with trust and a sense of wanting to build that relationship. That may be changing, but not for me.
What about putting the boot on the other foot? What if the patients don’t like us rather than vice versa? As part of our accreditation appraisal process, from time to time we have to take patient surveys as to whether the patients felt that, after they had been seen in a consultation, they were treated with dignity, the quality of information given was appropriate, and they were treated with kindness.
It’s an excellent exercise. Without bragging about it, patients objectively, according to these measures, appreciate the service that I give. It’s like getting five-star reviews on Trustpilot, or whatever these things are, that allow you to review car salesmen and so on. I have always had five-star reviews across the board.
That, again, I thought was just a feature of that relationship, of patients wanting to please. These are patients who had been treated, who were in the outpatient department, who were in the midst of battle. Still, the scores are very high. I speak to my colleagues and that’s not uniformly the case. Patients actually do use these feedback forms, I think in a positive rather than negative way, reflecting back on the way that they were treated.
It has caused some of my colleagues to think quite hard about their personal style and approach to patients. That sense of feedback is important.
What about losing trust? If that’s at the heart of everything that we do, then what would be an objective measure of losing trust? Again, in our healthcare system, it has been exceedingly unusual for a patient to request a second opinion. Now, that’s changing. The government is trying to change it. Leaders of the NHS are trying to change it so that patients feel assured that they can seek second opinions.
Again, in all the years I’ve been a cancer doctor, it has been incredibly infrequent that somebody has sought a second opinion after I’ve said something. That may be a measure of trust. Again, I’ve lived through an NHS in which seeking second opinions was something of a rarity.
I’d be really interested to see what you think. In your own sphere of healthcare practice, is it possible for us to look after patients that we don’t like, or should we be honest and say, “I don’t like you. Our relationship has broken down. I want you to be seen by a colleague,” or “I want you to be nursed by somebody else”?
Has that happened? Is that something that you think is common or may become more common? What about when trust breaks down the other way? Can you think of instances in which the relationship, for whatever reason, just didn’t work and the patient had to move on because of that loss of trust and what underpinned it? I’d be really interested to know.
I seek to be informed rather than the other way around. Can we truly look after patients that we don’t like or can we rise above it as Hippocrates might have done?
Thanks for listening, as always. For the time being, over and out.
Dr. Kerr, Professor, Nuffield Department of Clinical Laboratory Science, University of Oxford; Professor of Cancer Medicine, Oxford Cancer Centre, Oxford, United Kingdom, disclosed ties with Celleron Therapeutics, Oxford Cancer Biomarkers, Afrox, GlaxoSmithKline, Bayer HealthCare Pharmaceuticals, Genomic Health, Merck Serono, and Roche.
A version of this article appeared on Medscape.com.
This transcript has been edited for clarity.
What do we do if we don’t like patients? We take the Hippocratic Oath as young students in Glasgow. We do that just before our graduation ceremony; we hold our hands up and repeat the Hippocratic Oath: “First, do no harm,” and so on.
I can only think genuinely over a couple of times in which I’ve acted reflexively when a patient has done something awful. The couple of times it happened, it was just terrible racist comments to junior doctors who were with me. Extraordinarily dreadful things such as, “I don’t want to be touched by ...” or something of that sort.
Without really thinking about it, you react as a normal citizen and say, “That’s absolutely awful. Apologize immediately or leave the consultation room, and never ever come back again.”
I remember that it happened once in Glasgow and once when I was a young professor in Birmingham, and it’s just an automatic gut reaction. The patient got a fright, and I immediately apologized and groveled around. In that relationship, we hold all the power, don’t we? Rather than being gentle about it, I was genuinely angry because of these ridiculous comments.
Otherwise, I think most of the doctor-patient relationships are predicated on nonromantic love. I think patients want us to love them as one would a son, mother, father, or daughter, because if we do, then we will do better for them and we’ll pull out all the stops. “Placebo” means “I will please.” I think in the vast majority of cases, at least in our National Health Service (NHS), patients come with trust and a sense of wanting to build that relationship. That may be changing, but not for me.
What about putting the boot on the other foot? What if the patients don’t like us rather than vice versa? As part of our accreditation appraisal process, from time to time we have to take patient surveys as to whether the patients felt that, after they had been seen in a consultation, they were treated with dignity, the quality of information given was appropriate, and they were treated with kindness.
It’s an excellent exercise. Without bragging about it, patients objectively, according to these measures, appreciate the service that I give. It’s like getting five-star reviews on Trustpilot, or whatever these things are, that allow you to review car salesmen and so on. I have always had five-star reviews across the board.
That, again, I thought was just a feature of that relationship, of patients wanting to please. These are patients who had been treated, who were in the outpatient department, who were in the midst of battle. Still, the scores are very high. I speak to my colleagues and that’s not uniformly the case. Patients actually do use these feedback forms, I think in a positive rather than negative way, reflecting back on the way that they were treated.
It has caused some of my colleagues to think quite hard about their personal style and approach to patients. That sense of feedback is important.
What about losing trust? If that’s at the heart of everything that we do, then what would be an objective measure of losing trust? Again, in our healthcare system, it has been exceedingly unusual for a patient to request a second opinion. Now, that’s changing. The government is trying to change it. Leaders of the NHS are trying to change it so that patients feel assured that they can seek second opinions.
Again, in all the years I’ve been a cancer doctor, it has been incredibly infrequent that somebody has sought a second opinion after I’ve said something. That may be a measure of trust. Again, I’ve lived through an NHS in which seeking second opinions was something of a rarity.
I’d be really interested to see what you think. In your own sphere of healthcare practice, is it possible for us to look after patients that we don’t like, or should we be honest and say, “I don’t like you. Our relationship has broken down. I want you to be seen by a colleague,” or “I want you to be nursed by somebody else”?
Has that happened? Is that something that you think is common or may become more common? What about when trust breaks down the other way? Can you think of instances in which the relationship, for whatever reason, just didn’t work and the patient had to move on because of that loss of trust and what underpinned it? I’d be really interested to know.
I seek to be informed rather than the other way around. Can we truly look after patients that we don’t like or can we rise above it as Hippocrates might have done?
Thanks for listening, as always. For the time being, over and out.
Dr. Kerr, Professor, Nuffield Department of Clinical Laboratory Science, University of Oxford; Professor of Cancer Medicine, Oxford Cancer Centre, Oxford, United Kingdom, disclosed ties with Celleron Therapeutics, Oxford Cancer Biomarkers, Afrox, GlaxoSmithKline, Bayer HealthCare Pharmaceuticals, Genomic Health, Merck Serono, and Roche.
A version of this article appeared on Medscape.com.
Risk Assessment Tool Can Help Predict Fractures in Cancer
TOPLINE:
METHODOLOGY:
- Cancer-specific guidelines recommend using FRAX to assess fracture risk, but its applicability in patients with cancer remains unclear.
- This retrospective cohort study included 9877 patients with cancer (mean age, 67.1 years) and 45,875 matched control individuals without cancer (mean age, 66.2 years). All participants had dual-energy x-ray absorptiometry (DXA) scans.
- Researchers collected data on bone mineral density and fractures. The 10-year probabilities of major osteoporotic fractures and hip fractures were calculated using FRAX, and the observed 10-year probabilities of these fractures were compared with FRAX-derived probabilities.
- Compared with individuals without cancer, patients with cancer had a shorter mean follow-up duration (8.5 vs 7.6 years), a slightly higher mean body mass index, and a higher percentage of parental hip fractures (7.0% vs 8.2%); additionally, patients with cancer were more likely to have secondary causes of osteoporosis (10% vs 38.4%) and less likely to receive osteoporosis medication (9.9% vs 4.2%).
TAKEAWAY:
- Compared with individuals without cancer, patients with cancer had a significantly higher incidence rate of major fractures (12.9 vs 14.5 per 1000 person-years) and hip fractures (3.5 vs 4.2 per 1000 person-years).
- FRAX with bone mineral density exhibited excellent calibration for predicting major osteoporotic fractures (slope, 1.03) and hip fractures (0.97) in patients with cancer, regardless of the site of cancer diagnosis. FRAX without bone mineral density, however, underestimated the risk for both major (0.87) and hip fractures (0.72).
- In patients with cancer, FRAX with bone mineral density findings were associated with incident major osteoporotic fractures (hazard ratio [HR] per SD, 1.84) and hip fractures (HR per SD, 3.61).
- When models were adjusted for FRAX with bone mineral density, patients with cancer had an increased risk for both major osteoporotic fractures (HR, 1.17) and hip fractures (HR, 1.30). No difference was found in the risk for fracture between patients with and individuals without cancer when the models were adjusted for FRAX without bone mineral density, even when considering osteoporosis medication use.
IN PRACTICE:
“This retrospective cohort study demonstrates that individuals with cancer are at higher risk of fracture than individuals without cancer and that FRAX, particularly with BMD [bone mineral density], may accurately predict fracture risk in this population. These results, along with the known mortality risk of osteoporotic fractures among cancer survivors, further emphasize the clinical importance of closing the current osteoporosis care gap among cancer survivors,” the authors wrote.
SOURCE:
This study, led by Carrie Ye, MD, MPH, University of Alberta, Edmonton, Alberta, Canada, was published online in JAMA Oncology.
LIMITATIONS:
This study cohort included a selected group of cancer survivors who were referred for DXA scans and may not represent the general cancer population. The cohort consisted predominantly of women, limiting the generalizability to men with cancer. Given the heterogeneity of the population, the findings may not be applicable to all cancer subgroups. Information on cancer stage or the presence of bone metastases at the time of fracture risk assessment was lacking, which could have affected the findings.
DISCLOSURES:
This study was funded by the CancerCare Manitoba Foundation. Three authors reported having ties with various sources, including two who received grants from various organizations.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
METHODOLOGY:
- Cancer-specific guidelines recommend using FRAX to assess fracture risk, but its applicability in patients with cancer remains unclear.
- This retrospective cohort study included 9877 patients with cancer (mean age, 67.1 years) and 45,875 matched control individuals without cancer (mean age, 66.2 years). All participants had dual-energy x-ray absorptiometry (DXA) scans.
- Researchers collected data on bone mineral density and fractures. The 10-year probabilities of major osteoporotic fractures and hip fractures were calculated using FRAX, and the observed 10-year probabilities of these fractures were compared with FRAX-derived probabilities.
- Compared with individuals without cancer, patients with cancer had a shorter mean follow-up duration (8.5 vs 7.6 years), a slightly higher mean body mass index, and a higher percentage of parental hip fractures (7.0% vs 8.2%); additionally, patients with cancer were more likely to have secondary causes of osteoporosis (10% vs 38.4%) and less likely to receive osteoporosis medication (9.9% vs 4.2%).
TAKEAWAY:
- Compared with individuals without cancer, patients with cancer had a significantly higher incidence rate of major fractures (12.9 vs 14.5 per 1000 person-years) and hip fractures (3.5 vs 4.2 per 1000 person-years).
- FRAX with bone mineral density exhibited excellent calibration for predicting major osteoporotic fractures (slope, 1.03) and hip fractures (0.97) in patients with cancer, regardless of the site of cancer diagnosis. FRAX without bone mineral density, however, underestimated the risk for both major (0.87) and hip fractures (0.72).
- In patients with cancer, FRAX with bone mineral density findings were associated with incident major osteoporotic fractures (hazard ratio [HR] per SD, 1.84) and hip fractures (HR per SD, 3.61).
- When models were adjusted for FRAX with bone mineral density, patients with cancer had an increased risk for both major osteoporotic fractures (HR, 1.17) and hip fractures (HR, 1.30). No difference was found in the risk for fracture between patients with and individuals without cancer when the models were adjusted for FRAX without bone mineral density, even when considering osteoporosis medication use.
IN PRACTICE:
“This retrospective cohort study demonstrates that individuals with cancer are at higher risk of fracture than individuals without cancer and that FRAX, particularly with BMD [bone mineral density], may accurately predict fracture risk in this population. These results, along with the known mortality risk of osteoporotic fractures among cancer survivors, further emphasize the clinical importance of closing the current osteoporosis care gap among cancer survivors,” the authors wrote.
SOURCE:
This study, led by Carrie Ye, MD, MPH, University of Alberta, Edmonton, Alberta, Canada, was published online in JAMA Oncology.
LIMITATIONS:
This study cohort included a selected group of cancer survivors who were referred for DXA scans and may not represent the general cancer population. The cohort consisted predominantly of women, limiting the generalizability to men with cancer. Given the heterogeneity of the population, the findings may not be applicable to all cancer subgroups. Information on cancer stage or the presence of bone metastases at the time of fracture risk assessment was lacking, which could have affected the findings.
DISCLOSURES:
This study was funded by the CancerCare Manitoba Foundation. Three authors reported having ties with various sources, including two who received grants from various organizations.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
TOPLINE:
METHODOLOGY:
- Cancer-specific guidelines recommend using FRAX to assess fracture risk, but its applicability in patients with cancer remains unclear.
- This retrospective cohort study included 9877 patients with cancer (mean age, 67.1 years) and 45,875 matched control individuals without cancer (mean age, 66.2 years). All participants had dual-energy x-ray absorptiometry (DXA) scans.
- Researchers collected data on bone mineral density and fractures. The 10-year probabilities of major osteoporotic fractures and hip fractures were calculated using FRAX, and the observed 10-year probabilities of these fractures were compared with FRAX-derived probabilities.
- Compared with individuals without cancer, patients with cancer had a shorter mean follow-up duration (8.5 vs 7.6 years), a slightly higher mean body mass index, and a higher percentage of parental hip fractures (7.0% vs 8.2%); additionally, patients with cancer were more likely to have secondary causes of osteoporosis (10% vs 38.4%) and less likely to receive osteoporosis medication (9.9% vs 4.2%).
TAKEAWAY:
- Compared with individuals without cancer, patients with cancer had a significantly higher incidence rate of major fractures (12.9 vs 14.5 per 1000 person-years) and hip fractures (3.5 vs 4.2 per 1000 person-years).
- FRAX with bone mineral density exhibited excellent calibration for predicting major osteoporotic fractures (slope, 1.03) and hip fractures (0.97) in patients with cancer, regardless of the site of cancer diagnosis. FRAX without bone mineral density, however, underestimated the risk for both major (0.87) and hip fractures (0.72).
- In patients with cancer, FRAX with bone mineral density findings were associated with incident major osteoporotic fractures (hazard ratio [HR] per SD, 1.84) and hip fractures (HR per SD, 3.61).
- When models were adjusted for FRAX with bone mineral density, patients with cancer had an increased risk for both major osteoporotic fractures (HR, 1.17) and hip fractures (HR, 1.30). No difference was found in the risk for fracture between patients with and individuals without cancer when the models were adjusted for FRAX without bone mineral density, even when considering osteoporosis medication use.
IN PRACTICE:
“This retrospective cohort study demonstrates that individuals with cancer are at higher risk of fracture than individuals without cancer and that FRAX, particularly with BMD [bone mineral density], may accurately predict fracture risk in this population. These results, along with the known mortality risk of osteoporotic fractures among cancer survivors, further emphasize the clinical importance of closing the current osteoporosis care gap among cancer survivors,” the authors wrote.
SOURCE:
This study, led by Carrie Ye, MD, MPH, University of Alberta, Edmonton, Alberta, Canada, was published online in JAMA Oncology.
LIMITATIONS:
This study cohort included a selected group of cancer survivors who were referred for DXA scans and may not represent the general cancer population. The cohort consisted predominantly of women, limiting the generalizability to men with cancer. Given the heterogeneity of the population, the findings may not be applicable to all cancer subgroups. Information on cancer stage or the presence of bone metastases at the time of fracture risk assessment was lacking, which could have affected the findings.
DISCLOSURES:
This study was funded by the CancerCare Manitoba Foundation. Three authors reported having ties with various sources, including two who received grants from various organizations.
This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.
How Doctors Use Music to Learn Faster and Perform Better
“Because you know I’m all about that base, ‘bout that base, no acid.”
Do those words sound familiar? That’s because they’re the lyrics to Meghan Trainor’s “All About That Bass,” slightly tweaked to function as a medical study tool.
Early in med school, J.C. Sue, DO, now a family medicine physician, refashioned the song’s words to help him prepare for a test on acid extruders and loaders. Sue’s version, “All About That Base,” contained his lecture notes. During the exam, he found himself mentally singing his parody and easily recalling the information. Plus, the approach made cramming a lot more palatable.
Sound silly? It’s not. Sue’s approach is backed up by science. Recently, a 2024 study from Canada suggested that musical memory doesn’t decrease with age. And a 2023 study revealed music was a better cue than food for helping both young and older adults recall autobiographical memories.
Inspired by his success, Sue gave popular songs a medical spin throughout his medical training. “There’s no rule that says studying must be boring, tedious, or torturous,” Sue said. “If you can make it fun, why not?”
Sue isn’t alone. Many physicians say that writing songs, listening to music, or playing instruments improves their focus, energy, and work performance, along with their confidence and well-being.
Why does music work so well?
Tune Your Brain to Work With Tunes
Remember learning your ABCs to the tune of “Twinkle, Twinkle, Little Star?” (Or ask any Gen X person about Schoolhouse Rock.)
In the classroom, music is an established tool for teaching kids, said Ruth Gotian, EdD, MS, chief learning officer and associate professor of education in anesthesiology at Weill Cornell Medicine, New York City. But she said musical strategies make studying easier for adults, too, no matter how complex the material.
Christopher Emdin, PhD, Maxine Greene chair and professor of science education at Teachers College, Columbia University, New York City, shares Gotian’s view. When teaching science, engineering, technology, and mathematics (STEM) subjects to high school kids, he challenged them to write raps about the new concepts.
That’s when he saw visible results: As his students took exams, Emdin noticed them nodding and moving their mouths and heads.
“They were literally performing the songs they’d written for themselves,” Emdin said. “When you write a song to a beat, it’s almost like your heartbeat. You know it so well; you can conjure up your memories by reciting the lyrics.”
If songwriting isn’t in your repertoire, you’ll be glad to hear that just listening to music while studying can help with retention. “Music keeps both sides of the brain stimulated, which has been shown to increase focus and motivation,” explained Anita A. Paschall, MD, PhD, Medical School and Healthcare Admissions expert/director of Medical School and Healthcare Admissions at The Princeton Review.
‘Mind on a Permanent Vacation’
Paschall’s enthusiasm comes from personal experience. While preparing for her board exams, Jimmy Buffet’s catalog was her study soundtrack. “His songs stayed in my mind. I could hum along without having to think about it, so my brain was free to focus,” she recalled.
Because Paschall grew up listening to Buffet’s tunes, they also evoked relaxing moments from her earlier life, which she found comforting and uplifting. The combination helped make long, intense study sessions more pleasant. After all, when you’re “wasting away again in Margaritaville,” how can you feel stressed and despondent?
Alexander Remy Bonnel, MD, clinical assistant professor of medicine at the University of Pennsylvania and a physician at Pennsylvania Hospital, both in Philadelphia, found ways to incorporate both auditory and visual stimuli in his med school study routine. He listened to music while color-coding his notes to link both cues to the information. As with Paschall, these tactics helped reduce the monotony of learning reams of material.
That gave Bonnel an easy way to establish an important element for memory: Novelty.
“When you need to memorize so many things in a short amount of time, you’re trying to vary ways of internalizing information,” he observed. “You have a higher chance of retaining information if there’s something unique about it.”
Building Team Harmony
“Almost every single OR I rotated through in med school had music playing,” Bonnel also recalled. Furthermore, he noticed a pattern to the chosen songs: Regardless of their age, surgeons selected playlists of tunes that had been popular when they were in their 20s. Those golden oldies, from any era, could turn the OR team into a focused, cohesive unit.
Kyle McCormick, MD, a fifth-year resident in orthopedic surgery at New York–Presbyterian Hospital, Columbia University Irving Medical Center, New York City, has also noticed the ubiquity of background music in ORs. Her observation: Surgeons tend to choose universally popular, inoffensive songs, like tracks from Hall & Oates and Fleetwood Mac.
This meshes with the results of a joint survey of nearly 700 surgeons and other healthcare professionals conducted by Spotify and Figure 1 in 2021; 90% of the surgeons and surgical residents who responded said they listened to music in the OR. Rock and pop were the most popular genres, followed by classical, jazz, and then R&B.
Regardless of genre, music helped the surgical teams focus and feel less tense, the surgeons reported. But when training younger doctors, managing complications, or performing during critical points in surgery, many said they’d lower the volume.
Outside the OR, music can also help foster connection between colleagues. For Lawrence C. Loh, MD, MPH, adjunct professor at Dalla Lana School of Public Health at the University of Toronto in Ontario, Canada, playing guitar and piano has helped him connect with his staff. “I’ve played tunes at staff gatherings and recorded videos as encouragement during the emergency response for COVID-19,” he shared.
In his free time, Loh has also organized outings to his local pub’s weekly karaoke show for more than a decade. His goal: “Promote social cohesion and combat loneliness among my friend and social networks.”
Get Your Own Musical Boost
If all this sounds like music to your ears, here are some ways to try it yourself.
Find a study soundtrack. When choosing study music, follow Paschall’s lead and pick songs you know well so they’ll remain in the background. Also, compile a soundtrack you find pleasant and mood-boosting to help relieve the tedium of study and decrease stress.
Keep in mind that we all take in and process information differently, said Gotian. So background music during study sessions might not work for you. According to a 2017 study published in Frontiers in Psychology, it can be a distraction and impair learning for some. Do what works.
Get pumped with a “walkup song.” What songs make you feel like you could conquer the world? asked Emdin. Or what soundtrack would be playing if you were ascending a stage to accept an award or walking out to take the mound in the ninth inning? Those songs should be on what he calls your “superhero” or “walkup” playlist. His prescription: Tune in before you begin your workday or start a challenging procedure.
Paschall agrees and recommends her students and clients listen to music before sitting down for an exam. Forget reviewing flashcards for the nth time, she counseled. Putting on headphones (or earbuds) will put you in a “better headspace.”
Choose work and play playlists. As well as incorporating tunes in your clinic or hospital, music can help relieve stress at the end of the workday. “Medical culture can often be detrimental to doctors’ health,” said Sue, who credits music with helping him maintain equanimity.
Bonnel can relate. Practicing and performing with the Penn Medicine Symphony Orchestra offers him a sense of community and relief from the stress of modern life. “For 2 hours every Tuesday, I put my phone away and just play,” he said. “It’s nice to have those moments when I’m temporarily disconnected and can just focus on one thing: Playing.”
Scale Up Your Career
Years after med school graduation, Sue still recalls many of the tunes he wrote to help him remember information. When he sings a song in his head, he’ll get a refresher on pediatric developmental milestones, medication side effects, anatomical details, and more, which informs the treatment plans he devises for patients. To help other doctors reap these benefits, Sue created the website Tune Rx, a medical music study resource that includes many of the roughly 100 songs he’s written.
Emdin often discusses his musical strategies during talks on STEM education. Initially, people are skeptical, he said. But the idea quickly rings a bell for audience members. “They come up to me afterward to share anecdotes,” Emdin said. “If you have enough anecdotes, there’s a pattern. So let’s create a process. Let’s be intentional about using music as a learning strategy,” he urged.
A version of this article first appeared on Medscape.com.
“Because you know I’m all about that base, ‘bout that base, no acid.”
Do those words sound familiar? That’s because they’re the lyrics to Meghan Trainor’s “All About That Bass,” slightly tweaked to function as a medical study tool.
Early in med school, J.C. Sue, DO, now a family medicine physician, refashioned the song’s words to help him prepare for a test on acid extruders and loaders. Sue’s version, “All About That Base,” contained his lecture notes. During the exam, he found himself mentally singing his parody and easily recalling the information. Plus, the approach made cramming a lot more palatable.
Sound silly? It’s not. Sue’s approach is backed up by science. Recently, a 2024 study from Canada suggested that musical memory doesn’t decrease with age. And a 2023 study revealed music was a better cue than food for helping both young and older adults recall autobiographical memories.
Inspired by his success, Sue gave popular songs a medical spin throughout his medical training. “There’s no rule that says studying must be boring, tedious, or torturous,” Sue said. “If you can make it fun, why not?”
Sue isn’t alone. Many physicians say that writing songs, listening to music, or playing instruments improves their focus, energy, and work performance, along with their confidence and well-being.
Why does music work so well?
Tune Your Brain to Work With Tunes
Remember learning your ABCs to the tune of “Twinkle, Twinkle, Little Star?” (Or ask any Gen X person about Schoolhouse Rock.)
In the classroom, music is an established tool for teaching kids, said Ruth Gotian, EdD, MS, chief learning officer and associate professor of education in anesthesiology at Weill Cornell Medicine, New York City. But she said musical strategies make studying easier for adults, too, no matter how complex the material.
Christopher Emdin, PhD, Maxine Greene chair and professor of science education at Teachers College, Columbia University, New York City, shares Gotian’s view. When teaching science, engineering, technology, and mathematics (STEM) subjects to high school kids, he challenged them to write raps about the new concepts.
That’s when he saw visible results: As his students took exams, Emdin noticed them nodding and moving their mouths and heads.
“They were literally performing the songs they’d written for themselves,” Emdin said. “When you write a song to a beat, it’s almost like your heartbeat. You know it so well; you can conjure up your memories by reciting the lyrics.”
If songwriting isn’t in your repertoire, you’ll be glad to hear that just listening to music while studying can help with retention. “Music keeps both sides of the brain stimulated, which has been shown to increase focus and motivation,” explained Anita A. Paschall, MD, PhD, Medical School and Healthcare Admissions expert/director of Medical School and Healthcare Admissions at The Princeton Review.
‘Mind on a Permanent Vacation’
Paschall’s enthusiasm comes from personal experience. While preparing for her board exams, Jimmy Buffet’s catalog was her study soundtrack. “His songs stayed in my mind. I could hum along without having to think about it, so my brain was free to focus,” she recalled.
Because Paschall grew up listening to Buffet’s tunes, they also evoked relaxing moments from her earlier life, which she found comforting and uplifting. The combination helped make long, intense study sessions more pleasant. After all, when you’re “wasting away again in Margaritaville,” how can you feel stressed and despondent?
Alexander Remy Bonnel, MD, clinical assistant professor of medicine at the University of Pennsylvania and a physician at Pennsylvania Hospital, both in Philadelphia, found ways to incorporate both auditory and visual stimuli in his med school study routine. He listened to music while color-coding his notes to link both cues to the information. As with Paschall, these tactics helped reduce the monotony of learning reams of material.
That gave Bonnel an easy way to establish an important element for memory: Novelty.
“When you need to memorize so many things in a short amount of time, you’re trying to vary ways of internalizing information,” he observed. “You have a higher chance of retaining information if there’s something unique about it.”
Building Team Harmony
“Almost every single OR I rotated through in med school had music playing,” Bonnel also recalled. Furthermore, he noticed a pattern to the chosen songs: Regardless of their age, surgeons selected playlists of tunes that had been popular when they were in their 20s. Those golden oldies, from any era, could turn the OR team into a focused, cohesive unit.
Kyle McCormick, MD, a fifth-year resident in orthopedic surgery at New York–Presbyterian Hospital, Columbia University Irving Medical Center, New York City, has also noticed the ubiquity of background music in ORs. Her observation: Surgeons tend to choose universally popular, inoffensive songs, like tracks from Hall & Oates and Fleetwood Mac.
This meshes with the results of a joint survey of nearly 700 surgeons and other healthcare professionals conducted by Spotify and Figure 1 in 2021; 90% of the surgeons and surgical residents who responded said they listened to music in the OR. Rock and pop were the most popular genres, followed by classical, jazz, and then R&B.
Regardless of genre, music helped the surgical teams focus and feel less tense, the surgeons reported. But when training younger doctors, managing complications, or performing during critical points in surgery, many said they’d lower the volume.
Outside the OR, music can also help foster connection between colleagues. For Lawrence C. Loh, MD, MPH, adjunct professor at Dalla Lana School of Public Health at the University of Toronto in Ontario, Canada, playing guitar and piano has helped him connect with his staff. “I’ve played tunes at staff gatherings and recorded videos as encouragement during the emergency response for COVID-19,” he shared.
In his free time, Loh has also organized outings to his local pub’s weekly karaoke show for more than a decade. His goal: “Promote social cohesion and combat loneliness among my friend and social networks.”
Get Your Own Musical Boost
If all this sounds like music to your ears, here are some ways to try it yourself.
Find a study soundtrack. When choosing study music, follow Paschall’s lead and pick songs you know well so they’ll remain in the background. Also, compile a soundtrack you find pleasant and mood-boosting to help relieve the tedium of study and decrease stress.
Keep in mind that we all take in and process information differently, said Gotian. So background music during study sessions might not work for you. According to a 2017 study published in Frontiers in Psychology, it can be a distraction and impair learning for some. Do what works.
Get pumped with a “walkup song.” What songs make you feel like you could conquer the world? asked Emdin. Or what soundtrack would be playing if you were ascending a stage to accept an award or walking out to take the mound in the ninth inning? Those songs should be on what he calls your “superhero” or “walkup” playlist. His prescription: Tune in before you begin your workday or start a challenging procedure.
Paschall agrees and recommends her students and clients listen to music before sitting down for an exam. Forget reviewing flashcards for the nth time, she counseled. Putting on headphones (or earbuds) will put you in a “better headspace.”
Choose work and play playlists. As well as incorporating tunes in your clinic or hospital, music can help relieve stress at the end of the workday. “Medical culture can often be detrimental to doctors’ health,” said Sue, who credits music with helping him maintain equanimity.
Bonnel can relate. Practicing and performing with the Penn Medicine Symphony Orchestra offers him a sense of community and relief from the stress of modern life. “For 2 hours every Tuesday, I put my phone away and just play,” he said. “It’s nice to have those moments when I’m temporarily disconnected and can just focus on one thing: Playing.”
Scale Up Your Career
Years after med school graduation, Sue still recalls many of the tunes he wrote to help him remember information. When he sings a song in his head, he’ll get a refresher on pediatric developmental milestones, medication side effects, anatomical details, and more, which informs the treatment plans he devises for patients. To help other doctors reap these benefits, Sue created the website Tune Rx, a medical music study resource that includes many of the roughly 100 songs he’s written.
Emdin often discusses his musical strategies during talks on STEM education. Initially, people are skeptical, he said. But the idea quickly rings a bell for audience members. “They come up to me afterward to share anecdotes,” Emdin said. “If you have enough anecdotes, there’s a pattern. So let’s create a process. Let’s be intentional about using music as a learning strategy,” he urged.
A version of this article first appeared on Medscape.com.
“Because you know I’m all about that base, ‘bout that base, no acid.”
Do those words sound familiar? That’s because they’re the lyrics to Meghan Trainor’s “All About That Bass,” slightly tweaked to function as a medical study tool.
Early in med school, J.C. Sue, DO, now a family medicine physician, refashioned the song’s words to help him prepare for a test on acid extruders and loaders. Sue’s version, “All About That Base,” contained his lecture notes. During the exam, he found himself mentally singing his parody and easily recalling the information. Plus, the approach made cramming a lot more palatable.
Sound silly? It’s not. Sue’s approach is backed up by science. Recently, a 2024 study from Canada suggested that musical memory doesn’t decrease with age. And a 2023 study revealed music was a better cue than food for helping both young and older adults recall autobiographical memories.
Inspired by his success, Sue gave popular songs a medical spin throughout his medical training. “There’s no rule that says studying must be boring, tedious, or torturous,” Sue said. “If you can make it fun, why not?”
Sue isn’t alone. Many physicians say that writing songs, listening to music, or playing instruments improves their focus, energy, and work performance, along with their confidence and well-being.
Why does music work so well?
Tune Your Brain to Work With Tunes
Remember learning your ABCs to the tune of “Twinkle, Twinkle, Little Star?” (Or ask any Gen X person about Schoolhouse Rock.)
In the classroom, music is an established tool for teaching kids, said Ruth Gotian, EdD, MS, chief learning officer and associate professor of education in anesthesiology at Weill Cornell Medicine, New York City. But she said musical strategies make studying easier for adults, too, no matter how complex the material.
Christopher Emdin, PhD, Maxine Greene chair and professor of science education at Teachers College, Columbia University, New York City, shares Gotian’s view. When teaching science, engineering, technology, and mathematics (STEM) subjects to high school kids, he challenged them to write raps about the new concepts.
That’s when he saw visible results: As his students took exams, Emdin noticed them nodding and moving their mouths and heads.
“They were literally performing the songs they’d written for themselves,” Emdin said. “When you write a song to a beat, it’s almost like your heartbeat. You know it so well; you can conjure up your memories by reciting the lyrics.”
If songwriting isn’t in your repertoire, you’ll be glad to hear that just listening to music while studying can help with retention. “Music keeps both sides of the brain stimulated, which has been shown to increase focus and motivation,” explained Anita A. Paschall, MD, PhD, Medical School and Healthcare Admissions expert/director of Medical School and Healthcare Admissions at The Princeton Review.
‘Mind on a Permanent Vacation’
Paschall’s enthusiasm comes from personal experience. While preparing for her board exams, Jimmy Buffet’s catalog was her study soundtrack. “His songs stayed in my mind. I could hum along without having to think about it, so my brain was free to focus,” she recalled.
Because Paschall grew up listening to Buffet’s tunes, they also evoked relaxing moments from her earlier life, which she found comforting and uplifting. The combination helped make long, intense study sessions more pleasant. After all, when you’re “wasting away again in Margaritaville,” how can you feel stressed and despondent?
Alexander Remy Bonnel, MD, clinical assistant professor of medicine at the University of Pennsylvania and a physician at Pennsylvania Hospital, both in Philadelphia, found ways to incorporate both auditory and visual stimuli in his med school study routine. He listened to music while color-coding his notes to link both cues to the information. As with Paschall, these tactics helped reduce the monotony of learning reams of material.
That gave Bonnel an easy way to establish an important element for memory: Novelty.
“When you need to memorize so many things in a short amount of time, you’re trying to vary ways of internalizing information,” he observed. “You have a higher chance of retaining information if there’s something unique about it.”
Building Team Harmony
“Almost every single OR I rotated through in med school had music playing,” Bonnel also recalled. Furthermore, he noticed a pattern to the chosen songs: Regardless of their age, surgeons selected playlists of tunes that had been popular when they were in their 20s. Those golden oldies, from any era, could turn the OR team into a focused, cohesive unit.
Kyle McCormick, MD, a fifth-year resident in orthopedic surgery at New York–Presbyterian Hospital, Columbia University Irving Medical Center, New York City, has also noticed the ubiquity of background music in ORs. Her observation: Surgeons tend to choose universally popular, inoffensive songs, like tracks from Hall & Oates and Fleetwood Mac.
This meshes with the results of a joint survey of nearly 700 surgeons and other healthcare professionals conducted by Spotify and Figure 1 in 2021; 90% of the surgeons and surgical residents who responded said they listened to music in the OR. Rock and pop were the most popular genres, followed by classical, jazz, and then R&B.
Regardless of genre, music helped the surgical teams focus and feel less tense, the surgeons reported. But when training younger doctors, managing complications, or performing during critical points in surgery, many said they’d lower the volume.
Outside the OR, music can also help foster connection between colleagues. For Lawrence C. Loh, MD, MPH, adjunct professor at Dalla Lana School of Public Health at the University of Toronto in Ontario, Canada, playing guitar and piano has helped him connect with his staff. “I’ve played tunes at staff gatherings and recorded videos as encouragement during the emergency response for COVID-19,” he shared.
In his free time, Loh has also organized outings to his local pub’s weekly karaoke show for more than a decade. His goal: “Promote social cohesion and combat loneliness among my friend and social networks.”
Get Your Own Musical Boost
If all this sounds like music to your ears, here are some ways to try it yourself.
Find a study soundtrack. When choosing study music, follow Paschall’s lead and pick songs you know well so they’ll remain in the background. Also, compile a soundtrack you find pleasant and mood-boosting to help relieve the tedium of study and decrease stress.
Keep in mind that we all take in and process information differently, said Gotian. So background music during study sessions might not work for you. According to a 2017 study published in Frontiers in Psychology, it can be a distraction and impair learning for some. Do what works.
Get pumped with a “walkup song.” What songs make you feel like you could conquer the world? asked Emdin. Or what soundtrack would be playing if you were ascending a stage to accept an award or walking out to take the mound in the ninth inning? Those songs should be on what he calls your “superhero” or “walkup” playlist. His prescription: Tune in before you begin your workday or start a challenging procedure.
Paschall agrees and recommends her students and clients listen to music before sitting down for an exam. Forget reviewing flashcards for the nth time, she counseled. Putting on headphones (or earbuds) will put you in a “better headspace.”
Choose work and play playlists. As well as incorporating tunes in your clinic or hospital, music can help relieve stress at the end of the workday. “Medical culture can often be detrimental to doctors’ health,” said Sue, who credits music with helping him maintain equanimity.
Bonnel can relate. Practicing and performing with the Penn Medicine Symphony Orchestra offers him a sense of community and relief from the stress of modern life. “For 2 hours every Tuesday, I put my phone away and just play,” he said. “It’s nice to have those moments when I’m temporarily disconnected and can just focus on one thing: Playing.”
Scale Up Your Career
Years after med school graduation, Sue still recalls many of the tunes he wrote to help him remember information. When he sings a song in his head, he’ll get a refresher on pediatric developmental milestones, medication side effects, anatomical details, and more, which informs the treatment plans he devises for patients. To help other doctors reap these benefits, Sue created the website Tune Rx, a medical music study resource that includes many of the roughly 100 songs he’s written.
Emdin often discusses his musical strategies during talks on STEM education. Initially, people are skeptical, he said. But the idea quickly rings a bell for audience members. “They come up to me afterward to share anecdotes,” Emdin said. “If you have enough anecdotes, there’s a pattern. So let’s create a process. Let’s be intentional about using music as a learning strategy,” he urged.
A version of this article first appeared on Medscape.com.