Plasma microRNAs as biomarkers of pancreatic cancer risk in a prospective cohort study
Duell, Eric J.; Lujan-Barroso, Leila; Sala, Núria; Deitz McElyea, Samantha; Overvad, Kim; Tjonneland, Anne; Olsen, Anja; Weiderpass, Elisabete; Busund, Lill Tove; Moi, Line; Muller, David C.; Vineis, Paolo; Aune, Dagfinn; Matullo, Giuseppe; Naccarati, Alessio; Panico, Salvatore; Tagliabue, Giovanna; Tumino, Rosario; Palli, Domenico; Kaaks, Rudolf; Katzke, Verena A.; Boeing, Heiner; Bueno-de-Mesquita, H. Bas; Peeters, Petra H.; Trichopoulou, Antonia; Lagiou, Pagona; Kotanidou, Anastasia; Travis, Ruth C.; Wareham, Nick; Khaw, Kay Tee; Ramon Quiros, Jose; Rodríguez-Barranco, Miguel; Dorronsoro, Miren; Chirlaque, María Dolores; Ardanaz, Eva; Severi, Gianluca; Boutron-Ruault, Marie Christine; Rebours, Vinciane; Brennan, Paul; Gunter, Marc J.; Scelo, Ghislaine; Cote, Greg; Sherman, Stuart; Korc, Murray
(2017) International Journal of Cancer, volume 141, issue 5, pp. 905 - 915
(Article)
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,
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-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).
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Keywords: biomarkers, cohort studies, microRNAs, pancreatic cancer, General Medicine, Oncology, Cancer Research, Journal Article
ISSN: 0020-7136
Publisher: Wiley-Liss Inc.
(Peer reviewed)