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BARCELONA – As many as 40%-60% of children have diabetic ketoacidosis (DKA) at the time of being diagnosed with type 1 diabetes, according to data from two U.S. analyses – and the figures have been rising for the past 10 years.
Between 2010 and 2017, the prevalence of DKA at diagnosis in children who were followed up at the Barbara Davies Cancer Center in Denver (n = 2,429) went from 41% to 59%, with a 7% annual rise, Arleta Rewers, MD, PhD, of Children’s Hospital Colorado, Denver, reported at the annual meeting of the European Association for the Study of Diabetes.
Meanwhile, in another analysis that included multiple U.S. centers and about 7,600 cases of youth-onset type 1 diabetes, the overall prevalence of DKA at diagnosis was 38.5% between 2010 and 2016. However, the prevalence had increased from 35% in 2010 to 40.6% in 2016, according to Elizabeth T. Jensen, MPH, PhD, of Wake Forest University, Winston-Salem, N.C. The annual increase in prevalence of DKA at diagnosis of type 1 disease was 2%, adjusted for sociodemographic factors.
Rising prevalence
“DKA occurs most commonly at the time of type 1 diabetes diagnosis,” observed Dr. Jensen, who noted that “in the United States, among children, it’s younger children, uninsured or underinsured children, and children from minority racial or ethnic groups, who are at greatest risk.”
Dr. Jensen and colleagues had previously shown that the prevalence of DKA at diagnosis was around 30% between 2002 and 2010, with no significant change in its prevalence. However, more recent reports from referral-based, single-center studies had suggested there was an increase, and that led her and her colleagues to take a closer look at the data.
To characterize the risk factors for DKA and the prevalence of DKA over time, Dr. Jensen and her team used the SEARCH for Diabetes in Youth database, which, she said, was “uniquely suited” for this purpose. SEARCH is a population-based, multicenter study conducted in centers in five U.S. states: South Carolina, Ohio, Colorado, California, and Washington.
A diagnosis of DKA was based on blood bicarbonate levels of less than 15 mmol/L, a venous pH of less than 7.25 or arterial or capillary pH of less than 7.3, or if there was any documentation of a DKA diagnosis.
As expected, the prevalence of DKA was highest in the youngest age group (0-4 years), Dr. Jensen said, but the increase in prevalence in that group was no different from the increases seen over time in the other age groups (5-9 years, 10-14 years, and 15 years or older).
There were no differences in the prevalence of DKA between the sexes, although there was a general increase over time. Similar trends were seen in DKA prevalence by race or ethnicity and by season, or time of year.
Of note, higher rates of DKA were seen in children who were covered by public health insurance, than in those covered by private insurance, although there was no difference in the rate of increase in DKA prevalence between the two groups. Dr. Jensen noted that only 64% of this study population had private insurance.
She said that future research in this area would need to look at the economic drivers and the “changing landscape of health insurance coverage in the United States.”
Expansion in health coverage
In presenting the findings of a study showing an increase in the prevalence of DKA at diagnosis of type 1 diabetes in children in Colorado from 2010 to 2017, Dr. Rewers said that the increase “paradoxically occurred” at a time of increasing health insurance coverage, a reference to the expansion of Medicaid during 2008-2012 and implementation in 2013 of the Affordable Care Act.
“Our group in Colorado has followed the frequency of DKA for almost 2 decades,” Dr. Rewers said. It’s important to study DKA as it is linked to worse glycemic control – with children with DKA having an HbA1c level of around 1% higher than those without DKA – and the potential for future, long-term complications.
Dr. Rewers noted that the increase in DKA at diagnosis of type 1 diabetes was more rapid in the children who had private rather than public health insurance. Of 1,187 patients with DKA, 57% had private health insurance, and 37% had public insurance, compared with 66% and 28%, respectively, in those without DKA. In 2010, the prevalence of DKA at diagnosis was 35.3% in those who were privately insured and 52.2% of those with public health insurance, but by 2017, a similar percentage of DKA was seen in the privately and publicly insured children (59.6% and 58.5%, respectively).
She said one possible explanation for that might be that “increased enrollment in high-deductible insurance plans could discourage families with private insurance from seeking timely care.”
Another explanation is that there is a low awareness of type 1 diabetes in the general population, she added. “Educational campaigns and autoimmunity screening have been shown to reduce DKA at diabetes diagnosis, but unfortunately they are not used widely at this point.”
Identifying at-risk children
“Diabetic ketoacidosis is a serious complication of diabetes [and] is difficult to diagnose because of the variability of the symptoms, said Angela Ibald-Mulli, PhD, who presented the findings of a retrospective cohort study in which she and her colleagues used a “discovery algorithm” called Q-Finder to identify the predictive factors for DKA in youth with type 1 diabetes, based on data from the Diabetes Prospective Follow-up Registry (DPV).
“The better we know the risk factors, the better we can care for our patients,” she emphasized.
The investigators obtained data on 108,223 patients with a diagnosis of type 1 disease and with more than two visits related to diabetes. The prevalence of DKA – defined as a pH of less than 7.3 during hospitalization occurring at least 10 days after the onset of type 1 diabetes – was 5.2%, said Dr. Ibald-Mulli, head of Medical Evidence Generation Primary Care at Sanofi, Paris.
A total of 129 different features were considered for their association with DKA – including comorbidities, sociodemographic factors, laboratory values, and concomitant medications – and were then used to identify, test, and the validate likely risk profiles.
After comparing the characteristics of patients with and without DKA, eight significant factors, all of which have been reported previously in the DPV cohort, were seen: younger age, lower body weight, higher HbA1c, younger age at onset of T1D; shorter disease duration; having a migration background; being less active; and having had more medical visits.
The investigators used the algorithm, and found 11 distinct profiles associated with DKA: an HbA1c higher than 8.87%; being aged 6-10 years; being aged 11-15 years; a diagnosis of nephropathy; DKA being present at onset; a prevalence of hypoglycemia with coma; a diagnosis of thyroiditis; a standardized body mass index lower than 16.9; not using short-acting insulin; younger than age 15 years; and not using continuous glucose monitoring.
Almost two-thirds of patients (64.7%) belonged to at least one of these risk profiles, Dr. Ibald-Mulli observed, with 7.1% of them having DKA, compared with 1.6% who belonged to none of the profiles.
Dr. Ibald-Mulli said it was important to note that the DKA risk profiles could overlap. “The more profiles a patient belongs to, the higher is the risk of having DKA,” she emphasized, adding that most patients (88.8%) with DKA belonged to just one profile, and fewer than 5% belonged to three or more profiles.
“Overall, the results of the algorithm confirmed known risk-factor profiles that had been previously identified by conventional statistical methods,” she concluded. It also provided “additional insights that can be further explored.”
SEARCH is funded by the Centers for Disease and Prevention and the National Institute of Diabetes and Digestive and Kidney Diseases. The DPV Registry is funded by multiple sponsors, including the European Federation for the Study of Diabetes and other academic institutions with the support of several commercial partners. Sanofi sponsored the study presented by Dr. Ibald-Mulli. Dr. Rewers made no disclosures, and Dr. Jensen did not have any conflicts of interest to declare. Dr. Ibald-Mulli is an employee of Sanofi.
SOURCE: Rewers A et al. EASD 2019, Abstract 115; Jensen E et al. EASD 2019, Abstract 116; Ibald-Mulli A et al. EASD 2019, Abstract 117.
BARCELONA – As many as 40%-60% of children have diabetic ketoacidosis (DKA) at the time of being diagnosed with type 1 diabetes, according to data from two U.S. analyses – and the figures have been rising for the past 10 years.
Between 2010 and 2017, the prevalence of DKA at diagnosis in children who were followed up at the Barbara Davies Cancer Center in Denver (n = 2,429) went from 41% to 59%, with a 7% annual rise, Arleta Rewers, MD, PhD, of Children’s Hospital Colorado, Denver, reported at the annual meeting of the European Association for the Study of Diabetes.
Meanwhile, in another analysis that included multiple U.S. centers and about 7,600 cases of youth-onset type 1 diabetes, the overall prevalence of DKA at diagnosis was 38.5% between 2010 and 2016. However, the prevalence had increased from 35% in 2010 to 40.6% in 2016, according to Elizabeth T. Jensen, MPH, PhD, of Wake Forest University, Winston-Salem, N.C. The annual increase in prevalence of DKA at diagnosis of type 1 disease was 2%, adjusted for sociodemographic factors.
Rising prevalence
“DKA occurs most commonly at the time of type 1 diabetes diagnosis,” observed Dr. Jensen, who noted that “in the United States, among children, it’s younger children, uninsured or underinsured children, and children from minority racial or ethnic groups, who are at greatest risk.”
Dr. Jensen and colleagues had previously shown that the prevalence of DKA at diagnosis was around 30% between 2002 and 2010, with no significant change in its prevalence. However, more recent reports from referral-based, single-center studies had suggested there was an increase, and that led her and her colleagues to take a closer look at the data.
To characterize the risk factors for DKA and the prevalence of DKA over time, Dr. Jensen and her team used the SEARCH for Diabetes in Youth database, which, she said, was “uniquely suited” for this purpose. SEARCH is a population-based, multicenter study conducted in centers in five U.S. states: South Carolina, Ohio, Colorado, California, and Washington.
A diagnosis of DKA was based on blood bicarbonate levels of less than 15 mmol/L, a venous pH of less than 7.25 or arterial or capillary pH of less than 7.3, or if there was any documentation of a DKA diagnosis.
As expected, the prevalence of DKA was highest in the youngest age group (0-4 years), Dr. Jensen said, but the increase in prevalence in that group was no different from the increases seen over time in the other age groups (5-9 years, 10-14 years, and 15 years or older).
There were no differences in the prevalence of DKA between the sexes, although there was a general increase over time. Similar trends were seen in DKA prevalence by race or ethnicity and by season, or time of year.
Of note, higher rates of DKA were seen in children who were covered by public health insurance, than in those covered by private insurance, although there was no difference in the rate of increase in DKA prevalence between the two groups. Dr. Jensen noted that only 64% of this study population had private insurance.
She said that future research in this area would need to look at the economic drivers and the “changing landscape of health insurance coverage in the United States.”
Expansion in health coverage
In presenting the findings of a study showing an increase in the prevalence of DKA at diagnosis of type 1 diabetes in children in Colorado from 2010 to 2017, Dr. Rewers said that the increase “paradoxically occurred” at a time of increasing health insurance coverage, a reference to the expansion of Medicaid during 2008-2012 and implementation in 2013 of the Affordable Care Act.
“Our group in Colorado has followed the frequency of DKA for almost 2 decades,” Dr. Rewers said. It’s important to study DKA as it is linked to worse glycemic control – with children with DKA having an HbA1c level of around 1% higher than those without DKA – and the potential for future, long-term complications.
Dr. Rewers noted that the increase in DKA at diagnosis of type 1 diabetes was more rapid in the children who had private rather than public health insurance. Of 1,187 patients with DKA, 57% had private health insurance, and 37% had public insurance, compared with 66% and 28%, respectively, in those without DKA. In 2010, the prevalence of DKA at diagnosis was 35.3% in those who were privately insured and 52.2% of those with public health insurance, but by 2017, a similar percentage of DKA was seen in the privately and publicly insured children (59.6% and 58.5%, respectively).
She said one possible explanation for that might be that “increased enrollment in high-deductible insurance plans could discourage families with private insurance from seeking timely care.”
Another explanation is that there is a low awareness of type 1 diabetes in the general population, she added. “Educational campaigns and autoimmunity screening have been shown to reduce DKA at diabetes diagnosis, but unfortunately they are not used widely at this point.”
Identifying at-risk children
“Diabetic ketoacidosis is a serious complication of diabetes [and] is difficult to diagnose because of the variability of the symptoms, said Angela Ibald-Mulli, PhD, who presented the findings of a retrospective cohort study in which she and her colleagues used a “discovery algorithm” called Q-Finder to identify the predictive factors for DKA in youth with type 1 diabetes, based on data from the Diabetes Prospective Follow-up Registry (DPV).
“The better we know the risk factors, the better we can care for our patients,” she emphasized.
The investigators obtained data on 108,223 patients with a diagnosis of type 1 disease and with more than two visits related to diabetes. The prevalence of DKA – defined as a pH of less than 7.3 during hospitalization occurring at least 10 days after the onset of type 1 diabetes – was 5.2%, said Dr. Ibald-Mulli, head of Medical Evidence Generation Primary Care at Sanofi, Paris.
A total of 129 different features were considered for their association with DKA – including comorbidities, sociodemographic factors, laboratory values, and concomitant medications – and were then used to identify, test, and the validate likely risk profiles.
After comparing the characteristics of patients with and without DKA, eight significant factors, all of which have been reported previously in the DPV cohort, were seen: younger age, lower body weight, higher HbA1c, younger age at onset of T1D; shorter disease duration; having a migration background; being less active; and having had more medical visits.
The investigators used the algorithm, and found 11 distinct profiles associated with DKA: an HbA1c higher than 8.87%; being aged 6-10 years; being aged 11-15 years; a diagnosis of nephropathy; DKA being present at onset; a prevalence of hypoglycemia with coma; a diagnosis of thyroiditis; a standardized body mass index lower than 16.9; not using short-acting insulin; younger than age 15 years; and not using continuous glucose monitoring.
Almost two-thirds of patients (64.7%) belonged to at least one of these risk profiles, Dr. Ibald-Mulli observed, with 7.1% of them having DKA, compared with 1.6% who belonged to none of the profiles.
Dr. Ibald-Mulli said it was important to note that the DKA risk profiles could overlap. “The more profiles a patient belongs to, the higher is the risk of having DKA,” she emphasized, adding that most patients (88.8%) with DKA belonged to just one profile, and fewer than 5% belonged to three or more profiles.
“Overall, the results of the algorithm confirmed known risk-factor profiles that had been previously identified by conventional statistical methods,” she concluded. It also provided “additional insights that can be further explored.”
SEARCH is funded by the Centers for Disease and Prevention and the National Institute of Diabetes and Digestive and Kidney Diseases. The DPV Registry is funded by multiple sponsors, including the European Federation for the Study of Diabetes and other academic institutions with the support of several commercial partners. Sanofi sponsored the study presented by Dr. Ibald-Mulli. Dr. Rewers made no disclosures, and Dr. Jensen did not have any conflicts of interest to declare. Dr. Ibald-Mulli is an employee of Sanofi.
SOURCE: Rewers A et al. EASD 2019, Abstract 115; Jensen E et al. EASD 2019, Abstract 116; Ibald-Mulli A et al. EASD 2019, Abstract 117.
BARCELONA – As many as 40%-60% of children have diabetic ketoacidosis (DKA) at the time of being diagnosed with type 1 diabetes, according to data from two U.S. analyses – and the figures have been rising for the past 10 years.
Between 2010 and 2017, the prevalence of DKA at diagnosis in children who were followed up at the Barbara Davies Cancer Center in Denver (n = 2,429) went from 41% to 59%, with a 7% annual rise, Arleta Rewers, MD, PhD, of Children’s Hospital Colorado, Denver, reported at the annual meeting of the European Association for the Study of Diabetes.
Meanwhile, in another analysis that included multiple U.S. centers and about 7,600 cases of youth-onset type 1 diabetes, the overall prevalence of DKA at diagnosis was 38.5% between 2010 and 2016. However, the prevalence had increased from 35% in 2010 to 40.6% in 2016, according to Elizabeth T. Jensen, MPH, PhD, of Wake Forest University, Winston-Salem, N.C. The annual increase in prevalence of DKA at diagnosis of type 1 disease was 2%, adjusted for sociodemographic factors.
Rising prevalence
“DKA occurs most commonly at the time of type 1 diabetes diagnosis,” observed Dr. Jensen, who noted that “in the United States, among children, it’s younger children, uninsured or underinsured children, and children from minority racial or ethnic groups, who are at greatest risk.”
Dr. Jensen and colleagues had previously shown that the prevalence of DKA at diagnosis was around 30% between 2002 and 2010, with no significant change in its prevalence. However, more recent reports from referral-based, single-center studies had suggested there was an increase, and that led her and her colleagues to take a closer look at the data.
To characterize the risk factors for DKA and the prevalence of DKA over time, Dr. Jensen and her team used the SEARCH for Diabetes in Youth database, which, she said, was “uniquely suited” for this purpose. SEARCH is a population-based, multicenter study conducted in centers in five U.S. states: South Carolina, Ohio, Colorado, California, and Washington.
A diagnosis of DKA was based on blood bicarbonate levels of less than 15 mmol/L, a venous pH of less than 7.25 or arterial or capillary pH of less than 7.3, or if there was any documentation of a DKA diagnosis.
As expected, the prevalence of DKA was highest in the youngest age group (0-4 years), Dr. Jensen said, but the increase in prevalence in that group was no different from the increases seen over time in the other age groups (5-9 years, 10-14 years, and 15 years or older).
There were no differences in the prevalence of DKA between the sexes, although there was a general increase over time. Similar trends were seen in DKA prevalence by race or ethnicity and by season, or time of year.
Of note, higher rates of DKA were seen in children who were covered by public health insurance, than in those covered by private insurance, although there was no difference in the rate of increase in DKA prevalence between the two groups. Dr. Jensen noted that only 64% of this study population had private insurance.
She said that future research in this area would need to look at the economic drivers and the “changing landscape of health insurance coverage in the United States.”
Expansion in health coverage
In presenting the findings of a study showing an increase in the prevalence of DKA at diagnosis of type 1 diabetes in children in Colorado from 2010 to 2017, Dr. Rewers said that the increase “paradoxically occurred” at a time of increasing health insurance coverage, a reference to the expansion of Medicaid during 2008-2012 and implementation in 2013 of the Affordable Care Act.
“Our group in Colorado has followed the frequency of DKA for almost 2 decades,” Dr. Rewers said. It’s important to study DKA as it is linked to worse glycemic control – with children with DKA having an HbA1c level of around 1% higher than those without DKA – and the potential for future, long-term complications.
Dr. Rewers noted that the increase in DKA at diagnosis of type 1 diabetes was more rapid in the children who had private rather than public health insurance. Of 1,187 patients with DKA, 57% had private health insurance, and 37% had public insurance, compared with 66% and 28%, respectively, in those without DKA. In 2010, the prevalence of DKA at diagnosis was 35.3% in those who were privately insured and 52.2% of those with public health insurance, but by 2017, a similar percentage of DKA was seen in the privately and publicly insured children (59.6% and 58.5%, respectively).
She said one possible explanation for that might be that “increased enrollment in high-deductible insurance plans could discourage families with private insurance from seeking timely care.”
Another explanation is that there is a low awareness of type 1 diabetes in the general population, she added. “Educational campaigns and autoimmunity screening have been shown to reduce DKA at diabetes diagnosis, but unfortunately they are not used widely at this point.”
Identifying at-risk children
“Diabetic ketoacidosis is a serious complication of diabetes [and] is difficult to diagnose because of the variability of the symptoms, said Angela Ibald-Mulli, PhD, who presented the findings of a retrospective cohort study in which she and her colleagues used a “discovery algorithm” called Q-Finder to identify the predictive factors for DKA in youth with type 1 diabetes, based on data from the Diabetes Prospective Follow-up Registry (DPV).
“The better we know the risk factors, the better we can care for our patients,” she emphasized.
The investigators obtained data on 108,223 patients with a diagnosis of type 1 disease and with more than two visits related to diabetes. The prevalence of DKA – defined as a pH of less than 7.3 during hospitalization occurring at least 10 days after the onset of type 1 diabetes – was 5.2%, said Dr. Ibald-Mulli, head of Medical Evidence Generation Primary Care at Sanofi, Paris.
A total of 129 different features were considered for their association with DKA – including comorbidities, sociodemographic factors, laboratory values, and concomitant medications – and were then used to identify, test, and the validate likely risk profiles.
After comparing the characteristics of patients with and without DKA, eight significant factors, all of which have been reported previously in the DPV cohort, were seen: younger age, lower body weight, higher HbA1c, younger age at onset of T1D; shorter disease duration; having a migration background; being less active; and having had more medical visits.
The investigators used the algorithm, and found 11 distinct profiles associated with DKA: an HbA1c higher than 8.87%; being aged 6-10 years; being aged 11-15 years; a diagnosis of nephropathy; DKA being present at onset; a prevalence of hypoglycemia with coma; a diagnosis of thyroiditis; a standardized body mass index lower than 16.9; not using short-acting insulin; younger than age 15 years; and not using continuous glucose monitoring.
Almost two-thirds of patients (64.7%) belonged to at least one of these risk profiles, Dr. Ibald-Mulli observed, with 7.1% of them having DKA, compared with 1.6% who belonged to none of the profiles.
Dr. Ibald-Mulli said it was important to note that the DKA risk profiles could overlap. “The more profiles a patient belongs to, the higher is the risk of having DKA,” she emphasized, adding that most patients (88.8%) with DKA belonged to just one profile, and fewer than 5% belonged to three or more profiles.
“Overall, the results of the algorithm confirmed known risk-factor profiles that had been previously identified by conventional statistical methods,” she concluded. It also provided “additional insights that can be further explored.”
SEARCH is funded by the Centers for Disease and Prevention and the National Institute of Diabetes and Digestive and Kidney Diseases. The DPV Registry is funded by multiple sponsors, including the European Federation for the Study of Diabetes and other academic institutions with the support of several commercial partners. Sanofi sponsored the study presented by Dr. Ibald-Mulli. Dr. Rewers made no disclosures, and Dr. Jensen did not have any conflicts of interest to declare. Dr. Ibald-Mulli is an employee of Sanofi.
SOURCE: Rewers A et al. EASD 2019, Abstract 115; Jensen E et al. EASD 2019, Abstract 116; Ibald-Mulli A et al. EASD 2019, Abstract 117.
REPORTING FROM EASD 2019