Plasma microRNAs as biomarkers of pancreatic cancer risk in a prospective cohort study
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Publication date
2017-09-01
Authors
Duell, Eric J.
Lujan-Barroso, Leila
Sala, Núria
Deitz McElyea, Samantha
Overvad, Kim
Tjonneland, Anne
Olsen, Anja
Weiderpass, Elisabete
Busund, Lill Tove
Moi, Line
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Document Type
Article
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taverne
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, Taverne, General Medicine, Oncology, Cancer Research, Journal Article
Citation
Duell, E J, Lujan-Barroso, L, Sala, N, Deitz McElyea, S, Overvad, K, Tjonneland, A, Olsen, A, Weiderpass, E, Busund, L T, Moi, L, Muller, D C, Vineis, P, Aune, D, Matullo, G, Naccarati, A, Panico, S, Tagliabue, G, Tumino, R, Palli, D, Kaaks, R, Katzke, V A, Boeing, H, Bueno-de-Mesquita, H B, Peeters, P H, Trichopoulou, A, Lagiou, P, Kotanidou, A, Travis, R C, Wareham, N, Khaw, K T, Ramon Quiros, J, Rodríguez-Barranco, M, Dorronsoro, M, Chirlaque, M D, Ardanaz, E, Severi, G, Boutron-Ruault, M C, Rebours, V, Brennan, P, Gunter, M J, Scelo, G, Cote, G, Sherman, S & Korc, M 2017, 'Plasma microRNAs as biomarkers of pancreatic cancer risk in a prospective cohort study', International Journal of Cancer, vol. 141, no. 5, pp. 905-915. https://doi.org/10.1002/ijc.30790