TY - JOUR
T1 - Blood-Based microRNA Biomarker Signature of Early-Stage Pancreatic Ductal Adenocarcinoma With Lead-Time Trajectory in Prediagnostic Samples
AU - Treekitkarnmongkol, Warapen
AU - Dai, Jianliang
AU - Liu, Suyu
AU - Sankaran, Deivendran
AU - Nguyen, Tristian
AU - Balasenthil, Seetharaman
AU - Hurd, Mark W.
AU - Chen, Meng
AU - Katayama, Hiroshi
AU - Roy-Chowdhuri, Sinchita
AU - Calin, George A.
AU - Brand, Randall E.
AU - Lampe, Paul D.
AU - Hu, Tony Y.
AU - Maitra, Anirban
AU - Koay, Eugene J.
AU - Killary, Ann M.
AU - Sen, Subrata
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/1
Y1 - 2024/1
N2 - Background and Aims: Clinically validated biomarker of pancreatic ductal adenocarcinoma (PDAC), carbohydrate antigen 19-9 (CA19-9), has limited sensitivity and specificity for early-stage disease. Circulating miRNAs in plasma associated with cancer relevant pathways were developed as early detection biomarkers. Methods: 2083 miRNAs in 15 μl of plasma from multicenter age-matched cohorts (N = 203: healthy controls, n = 46; pancreatitis controls, n = 36; diagnosed cases: n = 121) and a prediagnostic Prostate, Lung, Colorectal, and Ovarian age- and gender-matched cohort (N = 96; controls, n = 48; prediagnosed cases, n = 48) were interrogated. A three-miRNA biomarker signature was developed for early-stage PDAC. Results: The three-miRNA signature (let-7i-5p, miR-130a-3p and miR-221-3p) detected PDAC from healthy controls independently (area under the curve [AUC] of stage I, II, I-IV = 0.970, 0.975, 0.974) and in combination with CA19-9 (AUC of stage I, II, I-IV = 1.000, 0.992, 0.995). It also discriminated chronic pancreatitis (AUC of stage I, II, I-IV = 0.932, 0.931, 0.929), improving performance of CA19-9 alone (AUC of stage I, II, I-IV = 0.763, 0.701, 0.735) in combination (AUC of stage I, II, I-IV = 0.971, 0.943, 0.951). Blinded validation in prediagnostic Prostate, Lung, Colorectal, and Ovarian cohort revealed lead-time trajectory increase in AUC from 0.702 to 0.729 to 0.757 at twelve-, six-, and three-months before PDAC diagnosis, respectively. The signature also helped stratification of patients with different circulating tumor DNA and imaging subtypes. Conclusion: Plasma miRNAs associated with oncogenic pathways may serve as PDAC early detection biomarkers.
AB - Background and Aims: Clinically validated biomarker of pancreatic ductal adenocarcinoma (PDAC), carbohydrate antigen 19-9 (CA19-9), has limited sensitivity and specificity for early-stage disease. Circulating miRNAs in plasma associated with cancer relevant pathways were developed as early detection biomarkers. Methods: 2083 miRNAs in 15 μl of plasma from multicenter age-matched cohorts (N = 203: healthy controls, n = 46; pancreatitis controls, n = 36; diagnosed cases: n = 121) and a prediagnostic Prostate, Lung, Colorectal, and Ovarian age- and gender-matched cohort (N = 96; controls, n = 48; prediagnosed cases, n = 48) were interrogated. A three-miRNA biomarker signature was developed for early-stage PDAC. Results: The three-miRNA signature (let-7i-5p, miR-130a-3p and miR-221-3p) detected PDAC from healthy controls independently (area under the curve [AUC] of stage I, II, I-IV = 0.970, 0.975, 0.974) and in combination with CA19-9 (AUC of stage I, II, I-IV = 1.000, 0.992, 0.995). It also discriminated chronic pancreatitis (AUC of stage I, II, I-IV = 0.932, 0.931, 0.929), improving performance of CA19-9 alone (AUC of stage I, II, I-IV = 0.763, 0.701, 0.735) in combination (AUC of stage I, II, I-IV = 0.971, 0.943, 0.951). Blinded validation in prediagnostic Prostate, Lung, Colorectal, and Ovarian cohort revealed lead-time trajectory increase in AUC from 0.702 to 0.729 to 0.757 at twelve-, six-, and three-months before PDAC diagnosis, respectively. The signature also helped stratification of patients with different circulating tumor DNA and imaging subtypes. Conclusion: Plasma miRNAs associated with oncogenic pathways may serve as PDAC early detection biomarkers.
KW - Early Detection Biomarkers
KW - Liquid Biopsy
KW - Pancreatic Ductal Adenocarcinoma
KW - Plasma miRNA
KW - Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial
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U2 - 10.1016/j.gastha.2024.08.002
DO - 10.1016/j.gastha.2024.08.002
M3 - Article
AN - SCOPUS:85207705516
SN - 2772-5723
VL - 3
SP - 1098
EP - 1115
JO - Gastro Hep Advances
JF - Gastro Hep Advances
IS - 8
ER -