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Novel Blood Biomarkers May Detect Early Pancreatic Cancer
TOPLINE:
Adding aminopeptidase N and polymeric immunoglobin receptor to a plasma biomarker panel of carbohydrate antigen 19-9 (CA19-9) and thrombospondin 2 (THBS2) enhanced the detection of early-stage pancreatic ductal adenocarcinoma (PDAC). At 95% specificity, the four-marker panel achieved more than 87% sensitivity for early-stage and more than 91% sensitivity for disease at any stage in two independent phase II studies. But prospective validation is required to ascertain clinical applicability.
METHODOLOGY:
- PDAC is associated with high mortality, but markedly improved survival is observed with early detection. Biomarkers such as CA19-9 are widely used to monitor PDAC treatment response but lack sensitivity and specificity for early-stage disease and can be influenced by patients’ genetics. A phase 2 study found THBS2 complements CA19‑9, with higher THBS2 levels linked to poorer prognosis in late-stage disease. This study uses phase 1 and 2 analyses to identify additional plasma biomarkers to improve early detection of PDAC.
- In phase 1 discovery, researchers used pooled plasma from 2 centers (University of Pennsylvania [Penn] and Mayo Clinic [Mayo]) to create representative samples for healthy control, chronic pancreatitis, early-stage PDAC (stage I/II), mid-stage PDAC (stage III), and late-stage PDAC.
- Plasma pools underwent abundant-protein depletion and were analyzed by two complementary mass spectrometry workflows; proteins consistently elevated in early PDAC (aminopeptidase N and polymeric immunoglobin receptor) were prioritized.
- Phase 2 validation measured CA19-9, THBS2, aminopeptidase N, and polymeric immunoglobin receptor levels by enzyme-linked immunosorbent assay in two blinded retrospective cohorts (Penn, n = 135; Mayo, n = 537). Overall, the Penn cohort included 59 patients with PDAC, 47 healthy control individuals, and 29 control patients with diseases (chronic pancreatitis, pancreatic cysts, pancreatic intraepithelial neoplasia, and intraductal papillary mucinous neoplasms). The Mayo cohort included 197 patients with PDAC, 140 healthy control individuals, and 200 control patients with diseases (intraductal papillary mucinous neoplasms, pancreatic neuroendocrine tumors, and chronic pancreatitis).
- Investigators developed univariate and multivariable logistic regression models to evaluate each marker alone and in combinations (2-, 3-, and 4-marker panels) for discriminating patients with PDAC from healthy control individuals and from control patients with diseases. Model performance was assessed using receiver-operating characteristic (ROC) curves and area under the ROC curve (AUC), and bootstrap methods were used to estimate 95% CIs.
TAKEAWAY:
- Comparing the performances of single markers for patients with stage I/II PDAC vs healthy control individuals, no single marker could outperform CA19-9 alone (AUC = 0.90 in both Penn and Mayo cohorts). Two-marker models (CA19-9 plus one marker) vs CA19-9 alone improved AUCs for both early- and all-stage PDACs in both cohorts.
- Looking at multivariable panels for patients with stage I/II PDAC vs healthy control individuals, the 3-marker panel of CA19-9/THBS2/ aminopeptidase N outperformed the other three-marker models, with AUCs of 0.96 (Penn) and 0.97 (Mayo). The 4-marker panel of CA19-9/THBS2/aminopeptidase N /polymeric immunoglobin receptor was the strongest performing panel with AUCs of 0.96 (Penn) and 0.97 (Mayo).
- In the Mayo cohort, the 4-marker panel (CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor) achieved AUCs of 0.87 and 0.91 for patients with stage I/II PDAC vs control patients with diseases and patients with stages I-IV PDAC vs control patients with diseases, respectively.
- At a specificity of 95%, “a plasma biomarker panel composed of CA19-9 (≥ 35 U/mL), THBS2 (≥ 42 ng/mL), aminopeptidase N (≥ 2995 ng/mL), and polymeric immunoglobin receptor (≥ 1800 ng/mL) yielded a sensitivity of 91.94% for all stages and 87.53% for early stage I/II PDAC detection,” the authors wrote.
IN PRACTICE:
“A panel composed of CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor may be suitable for early detection of PDAC based on results showing a high sensitivity and specificity in the larger Mayo phase II cohort but would require prediagnostic cohorts for verification,” the authors of the study wrote.
SOURCE:
The study, led by Brianna M. Krusen, Institute for Regenerative Medicine, Perelman School of Medicine at Penn, Philadelphia, was published online in Clinical Cancer Research.
LIMITATIONS:
The biomarker panel was evaluated on samples drawn at the time of diagnosis and has not yet been assessed in prediagnostic or high‑risk surveillance cohorts, which are necessary to establish its clinical performance.
DISCLOSURES:
The study was supported by the Penn Pancreatic Cancer Research Center, A Love for Life, and National Institutes of Health (NIH) Grant. Several authors reported receiving grants and other support from the NIH and various 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 first appeared on Medscape.com.
TOPLINE:
Adding aminopeptidase N and polymeric immunoglobin receptor to a plasma biomarker panel of carbohydrate antigen 19-9 (CA19-9) and thrombospondin 2 (THBS2) enhanced the detection of early-stage pancreatic ductal adenocarcinoma (PDAC). At 95% specificity, the four-marker panel achieved more than 87% sensitivity for early-stage and more than 91% sensitivity for disease at any stage in two independent phase II studies. But prospective validation is required to ascertain clinical applicability.
METHODOLOGY:
- PDAC is associated with high mortality, but markedly improved survival is observed with early detection. Biomarkers such as CA19-9 are widely used to monitor PDAC treatment response but lack sensitivity and specificity for early-stage disease and can be influenced by patients’ genetics. A phase 2 study found THBS2 complements CA19‑9, with higher THBS2 levels linked to poorer prognosis in late-stage disease. This study uses phase 1 and 2 analyses to identify additional plasma biomarkers to improve early detection of PDAC.
- In phase 1 discovery, researchers used pooled plasma from 2 centers (University of Pennsylvania [Penn] and Mayo Clinic [Mayo]) to create representative samples for healthy control, chronic pancreatitis, early-stage PDAC (stage I/II), mid-stage PDAC (stage III), and late-stage PDAC.
- Plasma pools underwent abundant-protein depletion and were analyzed by two complementary mass spectrometry workflows; proteins consistently elevated in early PDAC (aminopeptidase N and polymeric immunoglobin receptor) were prioritized.
- Phase 2 validation measured CA19-9, THBS2, aminopeptidase N, and polymeric immunoglobin receptor levels by enzyme-linked immunosorbent assay in two blinded retrospective cohorts (Penn, n = 135; Mayo, n = 537). Overall, the Penn cohort included 59 patients with PDAC, 47 healthy control individuals, and 29 control patients with diseases (chronic pancreatitis, pancreatic cysts, pancreatic intraepithelial neoplasia, and intraductal papillary mucinous neoplasms). The Mayo cohort included 197 patients with PDAC, 140 healthy control individuals, and 200 control patients with diseases (intraductal papillary mucinous neoplasms, pancreatic neuroendocrine tumors, and chronic pancreatitis).
- Investigators developed univariate and multivariable logistic regression models to evaluate each marker alone and in combinations (2-, 3-, and 4-marker panels) for discriminating patients with PDAC from healthy control individuals and from control patients with diseases. Model performance was assessed using receiver-operating characteristic (ROC) curves and area under the ROC curve (AUC), and bootstrap methods were used to estimate 95% CIs.
TAKEAWAY:
- Comparing the performances of single markers for patients with stage I/II PDAC vs healthy control individuals, no single marker could outperform CA19-9 alone (AUC = 0.90 in both Penn and Mayo cohorts). Two-marker models (CA19-9 plus one marker) vs CA19-9 alone improved AUCs for both early- and all-stage PDACs in both cohorts.
- Looking at multivariable panels for patients with stage I/II PDAC vs healthy control individuals, the 3-marker panel of CA19-9/THBS2/ aminopeptidase N outperformed the other three-marker models, with AUCs of 0.96 (Penn) and 0.97 (Mayo). The 4-marker panel of CA19-9/THBS2/aminopeptidase N /polymeric immunoglobin receptor was the strongest performing panel with AUCs of 0.96 (Penn) and 0.97 (Mayo).
- In the Mayo cohort, the 4-marker panel (CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor) achieved AUCs of 0.87 and 0.91 for patients with stage I/II PDAC vs control patients with diseases and patients with stages I-IV PDAC vs control patients with diseases, respectively.
- At a specificity of 95%, “a plasma biomarker panel composed of CA19-9 (≥ 35 U/mL), THBS2 (≥ 42 ng/mL), aminopeptidase N (≥ 2995 ng/mL), and polymeric immunoglobin receptor (≥ 1800 ng/mL) yielded a sensitivity of 91.94% for all stages and 87.53% for early stage I/II PDAC detection,” the authors wrote.
IN PRACTICE:
“A panel composed of CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor may be suitable for early detection of PDAC based on results showing a high sensitivity and specificity in the larger Mayo phase II cohort but would require prediagnostic cohorts for verification,” the authors of the study wrote.
SOURCE:
The study, led by Brianna M. Krusen, Institute for Regenerative Medicine, Perelman School of Medicine at Penn, Philadelphia, was published online in Clinical Cancer Research.
LIMITATIONS:
The biomarker panel was evaluated on samples drawn at the time of diagnosis and has not yet been assessed in prediagnostic or high‑risk surveillance cohorts, which are necessary to establish its clinical performance.
DISCLOSURES:
The study was supported by the Penn Pancreatic Cancer Research Center, A Love for Life, and National Institutes of Health (NIH) Grant. Several authors reported receiving grants and other support from the NIH and various 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 first appeared on Medscape.com.
TOPLINE:
Adding aminopeptidase N and polymeric immunoglobin receptor to a plasma biomarker panel of carbohydrate antigen 19-9 (CA19-9) and thrombospondin 2 (THBS2) enhanced the detection of early-stage pancreatic ductal adenocarcinoma (PDAC). At 95% specificity, the four-marker panel achieved more than 87% sensitivity for early-stage and more than 91% sensitivity for disease at any stage in two independent phase II studies. But prospective validation is required to ascertain clinical applicability.
METHODOLOGY:
- PDAC is associated with high mortality, but markedly improved survival is observed with early detection. Biomarkers such as CA19-9 are widely used to monitor PDAC treatment response but lack sensitivity and specificity for early-stage disease and can be influenced by patients’ genetics. A phase 2 study found THBS2 complements CA19‑9, with higher THBS2 levels linked to poorer prognosis in late-stage disease. This study uses phase 1 and 2 analyses to identify additional plasma biomarkers to improve early detection of PDAC.
- In phase 1 discovery, researchers used pooled plasma from 2 centers (University of Pennsylvania [Penn] and Mayo Clinic [Mayo]) to create representative samples for healthy control, chronic pancreatitis, early-stage PDAC (stage I/II), mid-stage PDAC (stage III), and late-stage PDAC.
- Plasma pools underwent abundant-protein depletion and were analyzed by two complementary mass spectrometry workflows; proteins consistently elevated in early PDAC (aminopeptidase N and polymeric immunoglobin receptor) were prioritized.
- Phase 2 validation measured CA19-9, THBS2, aminopeptidase N, and polymeric immunoglobin receptor levels by enzyme-linked immunosorbent assay in two blinded retrospective cohorts (Penn, n = 135; Mayo, n = 537). Overall, the Penn cohort included 59 patients with PDAC, 47 healthy control individuals, and 29 control patients with diseases (chronic pancreatitis, pancreatic cysts, pancreatic intraepithelial neoplasia, and intraductal papillary mucinous neoplasms). The Mayo cohort included 197 patients with PDAC, 140 healthy control individuals, and 200 control patients with diseases (intraductal papillary mucinous neoplasms, pancreatic neuroendocrine tumors, and chronic pancreatitis).
- Investigators developed univariate and multivariable logistic regression models to evaluate each marker alone and in combinations (2-, 3-, and 4-marker panels) for discriminating patients with PDAC from healthy control individuals and from control patients with diseases. Model performance was assessed using receiver-operating characteristic (ROC) curves and area under the ROC curve (AUC), and bootstrap methods were used to estimate 95% CIs.
TAKEAWAY:
- Comparing the performances of single markers for patients with stage I/II PDAC vs healthy control individuals, no single marker could outperform CA19-9 alone (AUC = 0.90 in both Penn and Mayo cohorts). Two-marker models (CA19-9 plus one marker) vs CA19-9 alone improved AUCs for both early- and all-stage PDACs in both cohorts.
- Looking at multivariable panels for patients with stage I/II PDAC vs healthy control individuals, the 3-marker panel of CA19-9/THBS2/ aminopeptidase N outperformed the other three-marker models, with AUCs of 0.96 (Penn) and 0.97 (Mayo). The 4-marker panel of CA19-9/THBS2/aminopeptidase N /polymeric immunoglobin receptor was the strongest performing panel with AUCs of 0.96 (Penn) and 0.97 (Mayo).
- In the Mayo cohort, the 4-marker panel (CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor) achieved AUCs of 0.87 and 0.91 for patients with stage I/II PDAC vs control patients with diseases and patients with stages I-IV PDAC vs control patients with diseases, respectively.
- At a specificity of 95%, “a plasma biomarker panel composed of CA19-9 (≥ 35 U/mL), THBS2 (≥ 42 ng/mL), aminopeptidase N (≥ 2995 ng/mL), and polymeric immunoglobin receptor (≥ 1800 ng/mL) yielded a sensitivity of 91.94% for all stages and 87.53% for early stage I/II PDAC detection,” the authors wrote.
IN PRACTICE:
“A panel composed of CA19-9/THBS2/aminopeptidase N/polymeric immunoglobin receptor may be suitable for early detection of PDAC based on results showing a high sensitivity and specificity in the larger Mayo phase II cohort but would require prediagnostic cohorts for verification,” the authors of the study wrote.
SOURCE:
The study, led by Brianna M. Krusen, Institute for Regenerative Medicine, Perelman School of Medicine at Penn, Philadelphia, was published online in Clinical Cancer Research.
LIMITATIONS:
The biomarker panel was evaluated on samples drawn at the time of diagnosis and has not yet been assessed in prediagnostic or high‑risk surveillance cohorts, which are necessary to establish its clinical performance.
DISCLOSURES:
The study was supported by the Penn Pancreatic Cancer Research Center, A Love for Life, and National Institutes of Health (NIH) Grant. Several authors reported receiving grants and other support from the NIH and various 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 first appeared on Medscape.com.
Novel Blood Biomarkers May Detect Early Pancreatic Cancer
Novel Blood Biomarkers May Detect Early Pancreatic Cancer