Plasma microRNAs as biomarkers of pancreatic cancer risk in a prospective cohort study

Int J Cancer. 2017 Sep 1;141(5):905-915. doi: 10.1002/ijc.30790. Epub 2017 Jun 12.

Abstract

Noninvasive biomarkers for early pancreatic ductal adenocarcinoma (PDAC) diagnosis and disease risk stratification are greatly needed. We conducted a nested case-control study within the Prospective Investigation into Cancer and Nutrition (EPIC) cohort to evaluate prediagnostic microRNAs (miRs) as biomarkers of subsequent PDAC risk. A panel of eight miRs (miR-10a, -10b, -21-3p, -21-5p, -30c, -106b, -155 and -212) based on previous evidence from our group was evaluated in 225 microscopically confirmed PDAC cases and 225 controls matched on center, sex, fasting status and age/date/time of blood collection. MiR levels in prediagnostic plasma samples were determined by quantitative RT-PCR. Logistic regression was used to model levels and PDAC risk, adjusting for covariates and to estimate area under the receiver operating characteristic curves (AUC). Plasma miR-10b, -21-5p, -30c and -106b levels were significantly higher in cases diagnosed within 2 years of blood collection compared to matched controls (all p-values <0.04). Based on adjusted logistic regression models, levels for six miRs (miR-10a, -10b, -21-5p, -30c, -155 and -212) overall, and for four miRs (-10a, -10b, -21-5p and -30c) at shorter follow-up time between blood collection and diagnosis (≤5 yr, ≤2 yr), were statistically significantly associated with risk. A score based on the panel showed a linear dose-response trend with risk (p-value = 0.0006). For shorter follow-up (≤5 yr), AUC for the score was 0.73, and for individual miRs ranged from 0.73 (miR-212) to 0.79 (miR-21-5p).

Keywords: biomarkers; cohort studies; microRNAs; pancreatic cancer.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Adult
  • Aged
  • Area Under Curve
  • Biomarkers, Tumor / blood
  • Biomarkers, Tumor / genetics*
  • Carcinoma, Pancreatic Ductal / blood
  • Carcinoma, Pancreatic Ductal / genetics*
  • Case-Control Studies
  • Female
  • Humans
  • Male
  • MicroRNAs / blood*
  • Middle Aged
  • Pancreatic Neoplasms / blood
  • Pancreatic Neoplasms / genetics*
  • Polymerase Chain Reaction
  • Prospective Studies
  • ROC Curve
  • Sensitivity and Specificity

Substances

  • Biomarkers, Tumor
  • MicroRNAs