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1. Agnostic Pathway/Gene Set Analysis of Genome-Wide Association Data Identifies Associations for Pancreatic Cancer.

Author

Walsh N, Zhang H, Hyland PL, Yang Q, Mocci E, Zhang M, Childs EJ, Collins I, Wang Z, Arslan AA, Beane-Freeman L, Bracci PM, Brennan P, Canzian F, Duell EJ, Gallinger S, Giles GG, Goggins M, Goodman GE, Goodman PJ, Hung RJ, Kooperberg C, Kurtz RC, Malats N, LeMarchand L, Neale RE, Olson SH, Scelo G, Shu XO, Van Den Eeden SK, Visvanathan K, White E, Zheng W, Albanes D, Andreotti G, Babic A, Bamlet WR, Berndt SI, Borgida A, Boutron-Ruault MC, Brais L, Brennan P, Bueno-de-Mesquita B, Buring J, Chaffee KG, Chanock S, Cleary S, Cotterchio M, Foretova L, Fuchs C, M Gaziano JM, Giovannucci E, Goggins M, Hackert T, Haiman C, Hartge P, Hasan M, Helzlsouer KJ, Herman J, Holcatova I, Holly EA, Hoover R, Hung RJ, Janout V, Klein EA, Kurtz RC, Laheru D, Lee IM, Lu L, Malats N, Mannisto S, Milne RL, Oberg AL, Orlow I, Patel AV, Peters U, Porta M, Real FX, Rothman N, Sesso HD, Severi G, Silverman D, Strobel O, Sund M, Thornquist MD, Tobias GS, Wactawski-Wende J, Wareham N, Weiderpass E, Wentzensen N, Wheeler W, Yu H, Zeleniuch-Jacquotte A, Kraft P, Li D, Jacobs EJ, Petersen GM, Wolpin BM, Risch HA, Amundadottir LT, Yu K, Klein AP, and Stolzenberg-Solomon RZ

Subjects
Case-Control Studies, Genetic Predisposition to Disease, Humans, Models, Statistical, Polymorphism, Single Nucleotide, Carcinoma, Pancreatic Ductal genetics, Genome-Wide Association Study methods, Pancreatic Neoplasms genetics
Abstract

Background: Genome-wide association studies (GWAS) identify associations of individual single-nucleotide polymorphisms (SNPs) with cancer risk but usually only explain a fraction of the inherited variability. Pathway analysis of genetic variants is a powerful tool to identify networks of susceptibility genes., Methods: We conducted a large agnostic pathway-based meta-analysis of GWAS data using the summary-based adaptive rank truncated product method to identify gene sets and pathways associated with pancreatic ductal adenocarcinoma (PDAC) in 9040 cases and 12 496 controls. We performed expression quantitative trait loci (eQTL) analysis and functional annotation of the top SNPs in genes contributing to the top associated pathways and gene sets. All statistical tests were two-sided., Results: We identified 14 pathways and gene sets associated with PDAC at a false discovery rate of less than 0.05. After Bonferroni correction (P ≤ 1.3 × 10-5), the strongest associations were detected in five pathways and gene sets, including maturity-onset diabetes of the young, regulation of beta-cell development, role of epidermal growth factor (EGF) receptor transactivation by G protein-coupled receptors in cardiac hypertrophy pathways, and the Nikolsky breast cancer chr17q11-q21 amplicon and Pujana ATM Pearson correlation coefficient (PCC) network gene sets. We identified and validated rs876493 and three correlating SNPs (PGAP3) and rs3124737 (CASP7) from the Pujana ATM PCC gene set as eQTLs in two normal derived pancreas tissue datasets., Conclusion: Our agnostic pathway and gene set analysis integrated with functional annotation and eQTL analysis provides insight into genes and pathways that may be biologically relevant for risk of PDAC, including those not previously identified., (Published by Oxford University Press 2018. This work is written by US Government employees and is in the public domain in the US.)

Published
2019
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2. Pancreatic cancer risk is modulated by inflammatory potential of diet and ABO genotype: a consortia-based evaluation and replication study.

Author

Antwi SO, Bamlet WR, Pedersen KS, Chaffee KG, Risch HA, Shivappa N, Steck SE, Anderson KE, Bracci PM, Polesel J, Serraino D, La Vecchia C, Bosetti C, Li D, Oberg AL, Arslan AA, Albanes D, Duell EJ, Huybrechts I, Amundadottir LT, Hoover R, Mannisto S, Chanock SJ, Zheng W, Shu XO, Stepien M, Canzian F, Bueno-de-Mesquita B, Quirós JR, Zeleniuch-Jacquotte A, Bruinsma F, Milne RL, Giles GG, Hébert JR, Stolzenberg-Solomon RZ, and Petersen GM

Subjects
Aged, Case-Control Studies, Female, Humans, Inflammation complications, Male, Middle Aged, Pancreas immunology, Pancreatic Neoplasms epidemiology, Pancreatic Neoplasms immunology, Polymorphism, Single Nucleotide, Retrospective Studies, Risk Factors, Surveys and Questionnaires statistics & numerical data, ABO Blood-Group System genetics, Feeding Behavior physiology, Inflammation immunology, Pancreatic Neoplasms blood
Abstract

Diets with high inflammatory potential are suspected to increase risk for pancreatic cancer (PC). Using pooled analyses, we examined whether this association applies to populations from different geographic regions and population subgroups with varying risks for PC, including variation in ABO blood type. Data from six case-control studies (cases, n = 2414; controls, n = 4528) in the Pancreatic Cancer Case-Control Consortium (PanC4) were analyzed, followed by replication in five nested case-control studies (cases, n = 1268; controls, n = 4215) from the Pancreatic Cancer Cohort Consortium (PanScan). Two polymorphisms in the ABO locus (rs505922 and rs8176746) were used to infer participants' blood types. Dietary questionnaire-derived nutrient/food intake was used to compute energy-adjusted dietary inflammatory index (E-DII®) scores to assess inflammatory potential of diet. Pooled odds ratios (ORs) and 95% confidence intervals (CIs) were calculated using multivariable-adjusted logistic regression. Higher E-DII scores, reflecting greater inflammatory potential of diet, were associated with increased PC risk in PanC4 [ORQ5 versus Q1=2.20, 95% confidence interval (CI) = 1.85-2.61, Ptrend < 0.0001; ORcontinuous = 1.20, 95% CI = 1.17-1.24], and PanScan (ORQ5 versus Q1 = 1.23, 95% CI = 0.92-1.66, Ptrend = 0.008; ORcontinuous = 1.09, 95% CI = 1.02-1.15). As expected, genotype-derived non-O blood type was associated with increased PC risk in both the PanC4 and PanScan studies. Stratified analyses of associations between E-DII quintiles and PC by genotype-derived ABO blood type did not show interaction by blood type (Pinteraction = 0.10 in PanC4 and Pinteraction=0.13 in PanScan). The results show that consuming a pro-inflammatory diet and carrying non-O blood type are each individually, but not interactively, associated with increased PC risk., (© The Author(s) 2018. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)

Published
2018
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3. Genome-wide meta-analysis identifies five new susceptibility loci for pancreatic cancer.

Author

Klein AP, Wolpin BM, Risch HA, Stolzenberg-Solomon RZ, Mocci E, Zhang M, Canzian F, Childs EJ, Hoskins JW, Jermusyk A, Zhong J, Chen F, Albanes D, Andreotti G, Arslan AA, Babic A, Bamlet WR, Beane-Freeman L, Berndt SI, Blackford A, Borges M, Borgida A, Bracci PM, Brais L, Brennan P, Brenner H, Bueno-de-Mesquita B, Buring J, Campa D, Capurso G, Cavestro GM, Chaffee KG, Chung CC, Cleary S, Cotterchio M, Dijk F, Duell EJ, Foretova L, Fuchs C, Funel N, Gallinger S, M Gaziano JM, Gazouli M, Giles GG, Giovannucci E, Goggins M, Goodman GE, Goodman PJ, Hackert T, Haiman C, Hartge P, Hasan M, Hegyi P, Helzlsouer KJ, Herman J, Holcatova I, Holly EA, Hoover R, Hung RJ, Jacobs EJ, Jamroziak K, Janout V, Kaaks R, Khaw KT, Klein EA, Kogevinas M, Kooperberg C, Kulke MH, Kupcinskas J, Kurtz RJ, Laheru D, Landi S, Lawlor RT, Lee IM, LeMarchand L, Lu L, Malats N, Mambrini A, Mannisto S, Milne RL, Mohelníková-Duchoňová B, Neale RE, Neoptolemos JP, Oberg AL, Olson SH, Orlow I, Pasquali C, Patel AV, Peters U, Pezzilli R, Porta M, Real FX, Rothman N, Scelo G, Sesso HD, Severi G, Shu XO, Silverman D, Smith JP, Soucek P, Sund M, Talar-Wojnarowska R, Tavano F, Thornquist MD, Tobias GS, Van Den Eeden SK, Vashist Y, Visvanathan K, Vodicka P, Wactawski-Wende J, Wang Z, Wentzensen N, White E, Yu H, Yu K, Zeleniuch-Jacquotte A, Zheng W, Kraft P, Li D, Chanock S, Obazee O, Petersen GM, and Amundadottir LT

Subjects
Databases, Genetic, Genetic Predisposition to Disease, Genome-Wide Association Study, Hepatocyte Nuclear Factor 1-beta genetics, Hepatocyte Nuclear Factor 4 genetics, Humans, Intercellular Signaling Peptides and Proteins, Intracellular Signaling Peptides and Proteins, Polymorphism, Single Nucleotide, Proteins genetics, Repressor Proteins genetics, Tensins genetics, Carcinoma, Pancreatic Ductal genetics, Pancreatic Neoplasms genetics
Abstract

In 2020, 146,063 deaths due to pancreatic cancer are estimated to occur in Europe and the United States combined. To identify common susceptibility alleles, we performed the largest pancreatic cancer GWAS to date, including 9040 patients and 12,496 controls of European ancestry from the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4). Here, we find significant evidence of a novel association at rs78417682 (7p12/TNS3, P = 4.35 × 10 -8 ). Replication of 10 promising signals in up to 2737 patients and 4752 controls from the PANcreatic Disease ReseArch (PANDoRA) consortium yields new genome-wide significant loci: rs13303010 at 1p36.33 (NOC2L, P = 8.36 × 10 -14 ), rs2941471 at 8q21.11 (HNF4G, P = 6.60 × 10 -10 ), rs4795218 at 17q12 (HNF1B, P = 1.32 × 10 -8 ), and rs1517037 at 18q21.32 (GRP, P = 3.28 × 10 -8 ). rs78417682 is not statistically significantly associated with pancreatic cancer in PANDoRA. Expression quantitative trait locus analysis in three independent pancreatic data sets provides molecular support of NOC2L as a pancreatic cancer susceptibility gene.

Published
2018
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4. Three new pancreatic cancer susceptibility signals identified on chromosomes 1q32.1, 5p15.33 and 8q24.21.

Author

Zhang M, Wang Z, Obazee O, Jia J, Childs EJ, Hoskins J, Figlioli G, Mocci E, Collins I, Chung CC, Hautman C, Arslan AA, Beane-Freeman L, Bracci PM, Buring J, Duell EJ, Gallinger S, Giles GG, Goodman GE, Goodman PJ, Kamineni A, Kolonel LN, Kulke MH, Malats N, Olson SH, Sesso HD, Visvanathan K, White E, Zheng W, Abnet CC, Albanes D, Andreotti G, Brais L, Bueno-de-Mesquita HB, Basso D, Berndt SI, Boutron-Ruault MC, Bijlsma MF, Brenner H, Burdette L, Campa D, Caporaso NE, Capurso G, Cavestro GM, Cotterchio M, Costello E, Elena J, Boggi U, Gaziano JM, Gazouli M, Giovannucci EL, Goggins M, Gross M, Haiman CA, Hassan M, Helzlsouer KJ, Hu N, Hunter DJ, Iskierka-Jazdzewska E, Jenab M, Kaaks R, Key TJ, Khaw KT, Klein EA, Kogevinas M, Krogh V, Kupcinskas J, Kurtz RC, Landi MT, Landi S, Le Marchand L, Mambrini A, Mannisto S, Milne RL, Neale RE, Oberg AL, Panico S, Patel AV, Peeters PH, Peters U, Pezzilli R, Porta M, Purdue M, Quiros JR, Riboli E, Rothman N, Scarpa A, Scelo G, Shu XO, Silverman DT, Soucek P, Strobel O, Sund M, Małecka-Panas E, Taylor PR, Tavano F, Travis RC, Thornquist M, Tjønneland A, Tobias GS, Trichopoulos D, Vashist Y, Vodicka P, Wactawski-Wende J, Wentzensen N, Yu H, Yu K, Zeleniuch-Jacquotte A, Kooperberg C, Risch HA, Jacobs EJ, Li D, Fuchs C, Hoover R, Hartge P, Chanock SJ, Petersen GM, Stolzenberg-Solomon RS, Wolpin BM, Kraft P, Klein AP, Canzian F, and Amundadottir LT

Subjects
Datasets as Topic, Genome-Wide Association Study methods, Genotype, Humans, Polymorphism, Single Nucleotide genetics, Chromosomes, Human, Pair 1 genetics, Chromosomes, Human, Pair 5 genetics, Chromosomes, Human, Pair 8 genetics, Genetic Predisposition to Disease genetics, Pancreatic Neoplasms genetics
Abstract

Genome-wide association studies (GWAS) have identified common pancreatic cancer susceptibility variants at 13 chromosomal loci in individuals of European descent. To identify new susceptibility variants, we performed imputation based on 1000 Genomes (1000G) Project data and association analysis using 5,107 case and 8,845 control subjects from 27 cohort and case-control studies that participated in the PanScan I-III GWAS. This analysis, in combination with a two-staged replication in an additional 6,076 case and 7,555 control subjects from the PANcreatic Disease ReseArch (PANDoRA) and Pancreatic Cancer Case-Control (PanC4) Consortia uncovered 3 new pancreatic cancer risk signals marked by single nucleotide polymorphisms (SNPs) rs2816938 at chromosome 1q32.1 (per allele odds ratio (OR) = 1.20, P = 4.88x10 -15), rs10094872 at 8q24.21 (OR = 1.15, P = 3.22x10 -9) and rs35226131 at 5p15.33 (OR = 0.71, P = 1.70x10 -8). These SNPs represent independent risk variants at previously identified pancreatic cancer risk loci on chr1q32.1 ( NR5A2), chr8q24.21 ( MYC) and chr5p15.33 ( CLPTM1L- TERT) as per analyses conditioned on previously reported susceptibility variants. We assessed expression of candidate genes at the three risk loci in histologically normal ( n = 10) and tumor ( n = 8) derived pancreatic tissue samples and observed a marked reduction of NR5A2 expression (chr1q32.1) in the tumors (fold change -7.6, P = 5.7x10 -8). This finding was validated in a second set of paired ( n = 20) histologically normal and tumor derived pancreatic tissue samples (average fold change for three NR5A2 isoforms -31.3 to -95.7, P = 7.5x10 -4-2.0x10 -3). Our study has identified new susceptibility variants independently conferring pancreatic cancer risk that merit functional follow-up to identify target genes and explain the underlying biology.

Published
2016
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5. Genome-wide association study identifies multiple susceptibility loci for pancreatic cancer.

Author

Wolpin BM, Rizzato C, Kraft P, Kooperberg C, Petersen GM, Wang Z, Arslan AA, Beane-Freeman L, Bracci PM, Buring J, Canzian F, Duell EJ, Gallinger S, Giles GG, Goodman GE, Goodman PJ, Jacobs EJ, Kamineni A, Klein AP, Kolonel LN, Kulke MH, Li D, Malats N, Olson SH, Risch HA, Sesso HD, Visvanathan K, White E, Zheng W, Abnet CC, Albanes D, Andreotti G, Austin MA, Barfield R, Basso D, Berndt SI, Boutron-Ruault MC, Brotzman M, Büchler MW, Bueno-de-Mesquita HB, Bugert P, Burdette L, Campa D, Caporaso NE, Capurso G, Chung C, Cotterchio M, Costello E, Elena J, Funel N, Gaziano JM, Giese NA, Giovannucci EL, Goggins M, Gorman MJ, Gross M, Haiman CA, Hassan M, Helzlsouer KJ, Henderson BE, Holly EA, Hu N, Hunter DJ, Innocenti F, Jenab M, Kaaks R, Key TJ, Khaw KT, Klein EA, Kogevinas M, Krogh V, Kupcinskas J, Kurtz RC, LaCroix A, Landi MT, Landi S, Le Marchand L, Mambrini A, Mannisto S, Milne RL, Nakamura Y, Oberg AL, Owzar K, Patel AV, Peeters PH, Peters U, Pezzilli R, Piepoli A, Porta M, Real FX, Riboli E, Rothman N, Scarpa A, Shu XO, Silverman DT, Soucek P, Sund M, Talar-Wojnarowska R, Taylor PR, Theodoropoulos GE, Thornquist M, Tjønneland A, Tobias GS, Trichopoulos D, Vodicka P, Wactawski-Wende J, Wentzensen N, Wu C, Yu H, Yu K, Zeleniuch-Jacquotte A, Hoover R, Hartge P, Fuchs C, Chanock SJ, Stolzenberg-Solomon RS, and Amundadottir LT

Subjects
Aged, Case-Control Studies, Female, Genetic Predisposition to Disease, Genome-Wide Association Study methods, Genotype, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide genetics, White People genetics, Genetic Loci, Pancreatic Neoplasms genetics
Abstract

We performed a multistage genome-wide association study including 7,683 individuals with pancreatic cancer and 14,397 controls of European descent. Four new loci reached genome-wide significance: rs6971499 at 7q32.3 (LINC-PINT, per-allele odds ratio (OR) = 0.79, 95% confidence interval (CI) 0.74-0.84, P = 3.0 × 10(-12)), rs7190458 at 16q23.1 (BCAR1/CTRB1/CTRB2, OR = 1.46, 95% CI 1.30-1.65, P = 1.1 × 10(-10)), rs9581943 at 13q12.2 (PDX1, OR = 1.15, 95% CI 1.10-1.20, P = 2.4 × 10(-9)) and rs16986825 at 22q12.1 (ZNRF3, OR = 1.18, 95% CI 1.12-1.25, P = 1.2 × 10(-8)). We identified an independent signal in exon 2 of TERT at the established region 5p15.33 (rs2736098, OR = 0.80, 95% CI 0.76-0.85, P = 9.8 × 10(-14)). We also identified a locus at 8q24.21 (rs1561927, P = 1.3 × 10(-7)) that approached genome-wide significance located 455 kb telomeric of PVT1. Our study identified multiple new susceptibility alleles for pancreatic cancer that are worthy of follow-up studies.

Published
2014
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6. Vitamin E intake, alpha-tocopherol status, and pancreatic cancer in a cohort of male smokers.

Author

Stolzenberg-Solomon RZ, Sheffler-Collins S, Weinstein S, Garabrant DH, Mannisto S, Taylor P, Virtamo J, and Albanes D

Subjects
Aged, Antioxidants administration & dosage, Antioxidants metabolism, Cohort Studies, Confidence Intervals, Dietary Fats administration & dosage, Finland epidemiology, Humans, Male, Middle Aged, Odds Ratio, Pancreatic Neoplasms blood, Pancreatic Neoplasms prevention & control, Proportional Hazards Models, Prospective Studies, Risk Factors, Smoking adverse effects, Dietary Fats, Unsaturated administration & dosage, Pancreatic Neoplasms epidemiology, Smoking blood, Vitamin E administration & dosage, alpha-Tocopherol blood
Abstract

Background: Evidence indicates that vitamin E has anticarcinogenic properties for gastrointestinal cancers; however, few studies have examined this with respect to exocrine pancreatic cancer., Objective: The objective was to examine whether vitamin E intake and serum alpha-tocopherol concentrations were prospectively associated with exocrine pancreatic cancer., Design: We conducted a cohort analysis of prediagnostic vitamin E intake (4 tocopherols, 4 tocotrienols), serum alpha-tocopherol concentrations, and pancreatic cancer in the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study of male Finnish smokers aged 50-69 y at baseline. During follow-up from 1985 to 2004 (maximum: 19.4 y; median: 16 y), 318 incident cases were diagnosed among cohort participants with complete serum samples (n = 29,092); 306 cases had complete dietary data (n = 27,111). Cox proportional hazards models adjusted for age, smoking history, history of diabetes mellitus, and/or serum cholesterol were used to calculate hazard ratios (HRs) and 95% CIs., Results: Higher alpha-tocopherol concentrations were associated with lower pancreatic cancer risk (highest compared with lowest quintile, HR: 0.52; 95% CI: 0.34, 0.80; P for trend = 0.03; continuous HR: 0.91; 95% CI: 0.84, 0.99). Polyunsaturated fat, a putative prooxidant nutrient, modified the association such that the inverse alpha-tocopherol association was most pronounced in subjects with a high polyunsaturated fat intake (ie, >9.9 g/d; highest compared with lowest quintile, HR: 0.38; 95% CI: 0.20, 0.70; P for trend = 0.03; continuous HR: 0.86; 95% CI: 0.75, 0.97; P for interaction = 0.05 and 0.02, respectively). No associations were observed for dietary tocopherols and tocotrienols., Conclusion: Our results support the hypothesis that higher alpha-tocopherol concentrations may play a protective role in pancreatic carcinogenesis in male smokers.

Published
2009
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7. Functional characterization of a multi-cancer risk locus on chr5p15.33 reveals regulation of TERT by ZNF148

Author

Fang, J, Jia, J, Makowski, M, Xu, M, Wang, Z, Zhang, T, Hoskins, Jw, Choi, J, Han, Y, Zhang, M, Thomas, J, Kovacs, M, Collins, I, Dzyadyk, M, Thompson, A, O'Neill, M, Das, S, Lan, Q, Koster, R, Solomon, Rs, Kraft, P, Wolpin, Bm, Jansen, Pwtc, Olson, S, Mcglynn, Ka, Kanetsky, Pa, Chatterjee, N, Barrett, Jh, Dunning, Am, Taylor, Jc, Newton Bishop, Ja, Bishop, Dt, Andresson, T, Petersen, Gm, Amos, Ci, Iles, Mm, Nathanson, Kl, Landi, Mt, Vermeulen, M, Brown, Km, Amundadottir, Lt, Canzian, F, Kooperberg, C, Arslan, Aa, Bracci, Pm, Buring, J, Duell, Ej, Gallinger, S, Jacobs, Ej, Kamineni, A, Van Den Eeden, S, Klein, Ap, Kolonel, Ln, Li, D, Olson, Sh, Risch, Ha, Sesso, Hd, Visvanathan, K, Zheng, W, Albanes, D, Austin, Ma, Boutron Ruault, Mc, Bueno de Mesquita, Hb, Cotterchio, M, Gaziano, Jm, Giovannucci, El, Goggins, M, Gross, M, Hassan, M, Helzlsouer, Kj, Holly, Ea, Hunter, Dj, Jenab, M, Kaaks, R, Key, Tj, Khaw, Kt, Krogh, V, Kurtz, Rc, Lacroix, A, Le Marchand, L, Mannisto, S, Patel, Av, Peeters, Phm, Riboli, E, Shu, Xo, Sund, M, Thornquist, M, Tjønneland, A, Tobias, Gs, Trichopoulos, D, Wactawski Wende, J, Yu, H, Yu, K, Zeleniuch Jacquotte, A, Hoover, R, Hartge, P, Fuchs, C, Chanock, Sj, Stevens, V, Caporaso, Ne, Brennan, P, Mckay, J, Wu, X, Hung, Rj, Mclaughlin, Jr, Bickeboller, H, Risch, A, Wichmann, E, Houlston, R, Mann, G, Hopper, J, Aitken, J, Armstrong, B, Giles, G, Holland, E, Kefford, R, Cust, A, Jenkins, M, Schmid, H, Puig, S, Aguilera, P, Badenas, C, Barreiro, A, Carrera, C, Gabriel, D, Xavier, Pg, Iglesias Garcia, P, Malvehy, J, Mila, M, Pigem, R, Potrony, M, Batille, Ja, Marti, Gt, Hayward, N, Martin, N, Montgomery, G, Duffy, D, Whiteman, D, Gregor, Sm, Calista, D, Landi, G, Minghetti, P, Arcangeli, F, Bertazzi, Pa, Ghiorzo, Paola, Bianchi, Giovanna, Pastorino, Lorenza, Bruno, William, Andreotti, Virginia, Queirolo, P, Spagnolo, Francesco, Mackie, R, Lang, J, Gruis, N, van Nieuwpoort, Fa, Out, C, Bergman, W, Kukutsch, N, Bavinck, Jnb, Bakker, B, van der Stoep, N, Ter Huurne, J, van der Rhee, H, Bekkenk, M, Snels, D, van Praag, M, Brochez, L, Gerritsen, R, Crijns, M, Vasen, H, Janssen, B, Ingvar, C, Olsson, H, Jonsson, G, Borg, A, Harbst, K, Nielsen, K, Zander, As, Molvern, A, Helsing, P, Andresen, Pa, Rootwelt, H, Akslen, La, Bressac de Paillerets, B, Demenais, F, Avril, Mf, Chaudru, V, Jeannin, P, Lesueur, F, Maubec, E, Mohamdi, H, Bossard, M, Vaysse, A, Boitier, F, Caron, O, Caux, F, Dalle, S, Dereure, O, Leroux, D, Martin, L, Mateus, C, Robert, C, Stoppa Lyonnet, D, Thomas, L, Wierzbicka, E, Elder, D, Ming, M, Mitra, N, Debniak, T, Lubinski, J, Hocevar, M, Novakovic, S, Peric, B, Skerl, P, Hansson, J, Hoiom, V, Freidman, E, Azizi, E, Baron Epel, O, Scope, A, Pavlotsky, F, Cohen Manheim, I, Laitman, Y, Harland, M, Randerson Moor, J, Laye, J, Davies, J, Nsengimana, J, O'Shea, S, Chan, M, Gascoyne, J, Tucker, Ma, Goldstein, Am, and Yang, X. r.

Subjects
0301 basic medicine, Male, Lung Neoplasms, Skin Neoplasms, General Physics and Astronomy, Genome-wide association study, VARIANTS, Histones, Skin cancer, RNA, Small Interfering, Melanoma, Telomerase, GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries), Pancreas cancer, Regulation of gene expression, Genetics, Zinc finger, Gene knockdown, Multidisciplinary, Proteomics and Chromatin Biology, TRICL Consortium, Chromosome Mapping, GenoMEL Consortium, PANCREATIC-CANCER, Multidisciplinary Sciences, DNA-Binding Proteins, Gene Expression Regulation, Neoplastic, Science & Technology - Other Topics, Chromosomes, Human, Pair 5, Female, Lung cancer, Signal Transduction, SUSCEPTIBILITY LOCI, Science, Locus (genetics), Single-nucleotide polymorphism, PROMOTES GROWTH, Biology, Polymorphism, Single Nucleotide, Article, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, LUNG-CANCER, Testicular Neoplasms, Cell Line, Tumor, MD Multidisciplinary, Humans, Genetic Predisposition to Disease, QUANTITATIVE PROTEOMICS, GENOME-WIDE ASSOCIATION, Gene, PanScan Consortium, Càncer de pell, Càncer de pàncrees, Alleles, Science & Technology, Kirurgi, HUMAN-CELLS, Telomere Homeostasis, Correction, General Chemistry, Molecular biology, TERT-CLPTM1L LOCUS, Telomere, Pancreatic Neoplasms, 030104 developmental biology, Genetic Loci, TELOMERE LENGTH, Càncer de pulmó, Surgery, Genètica, Genome-Wide Association Study, Transcription Factors
Abstract

Genome wide association studies (GWAS) have mapped multiple independent cancer susceptibility loci to chr5p15.33. Here, we show that fine-mapping of pancreatic and testicular cancer GWAS within one of these loci (Region 2 in CLPTM1L) focuses the signal to nine highly correlated SNPs. Of these, rs36115365-C associated with increased pancreatic and testicular but decreased lung cancer and melanoma risk, and exhibited preferred protein-binding and enhanced regulatory activity. Transcriptional gene silencing of this regulatory element repressed TERT expression in an allele-specific manner. Proteomic analysis identifies allele-preferred binding of Zinc finger protein 148 (ZNF148) to rs36115365-C, further supported by binding of purified recombinant ZNF148. Knockdown of ZNF148 results in reduced TERT expression, telomerase activity and telomere length. Our results indicate that the association with chr5p15.33-Region 2 may be explained by rs36115365, a variant influencing TERT expression via ZNF148 in a manner consistent with elevated TERT in carriers of the C allele., Genetic variants at multiple loci of chr5p15.33 have been associated with susceptibility to numerous cancers. Here the authors show that the association of one of these loci may be explained by a variant, rs36115365, influencing telomerase reverse transcriptase (TERT) expression via ZNF148.

Published
2017

8. Three new pancreatic cancer susceptibility signals identified on chromosomes 1q32.1, 5p15.33 and 8q24.21

Author

Anne Tjønneland, Jason W. Hoskins, Kala Visvanathan, Yogesh K. Vashist, Dimitrios Trichopoulos, Matthew H. Kulke, Ruth C. Travis, Charles S. Fuchs, Herbert Yu, Kai Yu, Phyllis J. Goodman, Michael Goggins, Jean Wactawski-Wende, Laurie Burdette, Joanne W. Elena, Andrea Mambrini, Petra H.M. Peeters, H. Bas Bueno-de-Mesquita, Maria Teresa Landi, Ulrike Peters, Mingfeng Zhang, Laurence N. Kolonel, Hermann Brenner, Elżbieta Iskierka-Jażdżewska, Robert C. Kurtz, Stephen J. Chanock, Marie-Christine Boutron-Ruault, Ann L. Oberg, Elio Riboli, Maarten F. Bijlsma, Eric J. Jacobs, Manolis Kogevinas, Evelina Mocci, Steven Gallinger, Jinping Jia, Mark P. Purdue, Raffaele Pezzilli, Harvey A. Risch, Demetrius Albanes, Irene Collins, Maria Gazouli, Michelle Cotterchio, Oliver Strobel, Erica J. Childs, Charles C. Chung, Geoffrey S. Tobias, J. Ramón Quirós, Núria Malats, Robert N. Hoover, Pavel Vodicka, Brian M. Wolpin, Ugo Boggi, Patricia Hartge, Gloria M. Petersen, Peter Kraft, Christopher Hautman, Gary E. Goodman, Manal Hassan, Donghui Li, Howard D. Sesso, Malin Sund, Julie E. Buring, Loic Le Marchand, Wei Zheng, Xiao-Ou Shu, Ewa Małecka-Panas, Pavel Soucek, Salvatore Panico, Nicolas Wentzensen, Graham G. Giles, Alpa V. Patel, Daniele Campa, Myron D. Gross, Ghislaine Scelo, J. Michael Gaziano, Juozas Kupcinskas, Debra T. Silverman, Laufey T. Amundadottir, Rachael S. Stolzenberg-Solomon, Neil E. Caporaso, Mazda Jenab, Sara H. Olson, Stefano Landi, Giulia Martina Cavestro, Aruna Kamineni, Laura Beane-Freeman, Roger L. Milne, Rachel E. Neale, Aldo Scarpa, Kathy J. Helzlsouer, Miquel Porta, Emily White, Eric J. Duell, Paige M. Bracci, Nan Hu, Federico Canzian, Eric A. Klein, Gabriele Capurso, Anne Zeleniuch-Jacquotte, Eithne Costello, David J. Hunter, Rudolf Kaaks, Sonja I. Berndt, Kay-Tee Khaw, Nathaniel Rothman, Christian C. Abnet, Francesca Tavano, Christopher A. Haiman, Zhaoming Wang, Ofure Obazee, Alan A. Arslan, Edward Giovannucci, Alison P. Klein, Daniela Basso, Charles Kooperberg, Philip R. Taylor, Satu Männistö, Timothy J. Key, Mark D. Thornquist, Gabriella Andreotti, Lauren K. Brais, Gisella Figlioli, Vittorio Krogh, University Medical Center Utrecht, Imperial College Trust, Cancer Research UK, Medical Research Council UK (MRC), National Institute for Health Research (NIHR), Cancer Research UK (Reino Unido), Medical Research Council (Reino Unido), National Institute for Health Research (Reino Unido), Zhang, Mingfeng, Wang, Zhaoming, Obazee, Ofure, Jia, Jinping, Childs, Erica J, Hoskins, Jason, Figlioli, Gisella, Mocci, Evelina, Collins, Irene, Chung, Charles C, Hautman, Christopher, Arslan, Alan A, Beane Freeman, Laura, Bracci, Paige M, Buring, Julie, Duell, Eric J, Gallinger, Steven, Giles, Graham G, Goodman, Gary E, Goodman, Phyllis J, Kamineni, Aruna, Kolonel, Laurence N, Kulke, Matthew H, Malats, Núria, Olson, Sara H, Sesso, Howard D, Visvanathan, Kala, White, Emily, Zheng, Wei, Abnet, Christian C, Albanes, Demetriu, Andreotti, Gabriella, Brais, Lauren, Bueno de Mesquita, H. Ba, Basso, Daniela, Berndt, Sonja I, Boutron Ruault, Marie Christine, Bijlsma, Maarten F, Brenner, Hermann, Burdette, Laurie, Campa, Daniele, Caporaso, Neil E, Capurso, Gabriele, Cavestro, Giulia Martina, Cotterchio, Michelle, Costello, Eithne, Elena, Joanne, Boggi, Ugo, Gaziano, J. Michael, Gazouli, Maria, Giovannucci, Edward L, Goggins, Michael, Gross, Myron, Haiman, Christopher A, Hassan, Manal, Helzlsouer, Kathy J, Hu, Nan, Hunter, David J, Iskierka Jazdzewska, Elzbieta, Jenab, Mazda, Kaaks, Rudolf, Key, Timothy J, Khaw, Kay Tee, Klein, Eric A, Kogevinas, Manoli, Krogh, Vittorio, Kupcinskas, Juoza, Kurtz, Robert C, Landi, Maria T, Landi, Stefano, Le Marchand, Loic, Mambrini, Andrea, Mannisto, Satu, Milne, Roger L, Neale, Rachel E, Oberg, Ann L, Panico, Salvatore, Patel, Alpa V, Peeters, Petra H. M, Peters, Ulrike, Pezzilli, Raffaele, Porta, Miquel, Purdue, Mark, Quiros, J. Ramón, Riboli, Elio, Rothman, Nathaniel, Scarpa, Aldo, Scelo, Ghislaine, Shu, Xiao Ou, Silverman, Debra T, Soucek, Pavel, Strobel, Oliver, Sund, Malin, Małecka Panas, Ewa, Taylor, Philip R, Tavano, Francesca, Travis, Ruth C, Thornquist, Mark, Tjønneland, Anne, Tobias, Geoffrey S, Trichopoulos, Dimitrio, Vashist, Yogesh, Vodicka, Pavel, Wactawski Wende, Jean, Wentzensen, Nicola, Yu, Herbert, Yu, Kai, Zeleniuch Jacquotte, Anne, Kooperberg, Charle, Risch, Harvey A, Jacobs, Eric J, Li, Donghui, Fuchs, Charle, Hoover, Robert, Hartge, Patricia, Chanock, Stephen J, Petersen, Gloria M, Stolzenberg Solomon, Rachael S, Wolpin, Brian M, Kraft, Peter, Klein, Alison P, Canzian, Federico, Amundadottir, Laufey T., Khaw, Kay-Tee [0000-0002-8802-2903], Apollo - University of Cambridge Repository, CCA -Cancer Center Amsterdam, Center of Experimental and Molecular Medicine, Radiotherapy, Zhang, M, Wang, Z, Obazee, O, Jia, J, Childs, Ej, Hoskins, J, Figlioli, G, Mocci, E, Collins, I, Chung, Cc, Hautman, C, Arslan, Aa, Beane Freeman, L, Bracci, Pm, Buring, J, Duell, Ej, Gallinger, S, Giles, Gg, Goodman, Ge, Goodman, Pj, Kamineni, A, Kolonel, Ln, Kulke, Mh, Malats, N, Olson, Sh, Sesso, Hd, Visvanathan, K, White, E, Zheng, W, Abnet, Cc, Albanes, D, Andreotti, G, Brais, L, Bueno de Mesquita, Hb, Basso, D, Berndt, Si, Boutron Ruault, Mc, Bijlsma, Mf, Brenner, H, Burdette, L, Campa, D, Caporaso, Ne, Capurso, G, Cavestro, GIULIA MARTINA, Cotterchio, M, Costello, E, Elena, J, Boggi, U, Gaziano, Jm, Gazouli, M, Giovannucci, El, Goggins, M, Gross, M, Haiman, Ca, Hassan, M, Helzlsouer, Kj, Hu, N, Hunter, Dj, Iskierka Jazdzewska, E, Jenab, M, Kaaks, R, Key, Tj, Khaw, Kt, Klein, Ea, Kogevinas, M, Krogh, V, Kupcinskas, J, Kurtz, Rc, Landi, Mt, Landi, S, Le Marchand, L, Mambrini, A, Mannisto, S, Milne, Rl, Neale, Re, Oberg, Al, Panico, S, Patel, Av, Peeters, Ph, Peters, U, Pezzilli, R, Porta, M, Purdue, M, Quiros, Jr, Riboli, E, Rothman, N, Scarpa, A, Scelo, G, Shu, Xo, Silverman, Dt, Soucek, P, Strobel, O, Sund, M, Małecka Panas, E, Taylor, Pr, Tavano, F, Travis, Rc, Thornquist, M, Tjønneland, A, Tobias, G, Trichopoulos, D, Vashist, Y, Vodicka, P, Wactawski Wende, J, Wentzensen, N, Yu, H, Yu, K, Zeleniuch Jacquotte, A, Kooperberg, C, Risch, Ha, Jacobs, Ej, Li, D, Fuchs, C, Hoover, R, Hartge, P, Chanock, Sj, Petersen, Gm, Stolzenberg Solomon, R, Wolpin, Bm, Kraft, P, Klein, Ap, Canzian, F, and Amundadottir, L. T.

Subjects
0301 basic medicine, Candidate gene, Pancreatic disease, GENETIC SUSCEPTIBILITY, pancreatic cancer, Datasets as Topic, Genome-wide association study, imputation, TRET, 0302 clinical medicine, Fine-mapping, GWAS, Imputation, NR5A2, Pancreatic cancer, Oncology, Genotype, Genetics, 3. Good health, fine-mapping, Chromosomes, Human, Pair 1, 030220 oncology & carcinogenesis, Chromosomes, Human, Pair 5, Chromosomes, Human, Pair 8, 616.37-006.6 [udc], BLADDER-CANCER, Single-nucleotide polymorphism, GENOTYPE IMPUTATION, BREAST, Polymorphism, Single Nucleotide, 03 medical and health sciences, Journal Article, medicine, Humans, Genetic Predisposition to Disease, GENOME-WIDE ASSOCIATION, Pàncrees -- Càncer, Cancer och onkologi, LONG-RANGE INTERACTION, business.industry, medicine.disease, Pancreatic neoplasms, genetics, Polymorphism, single nucleotide, RISK LOCI, Fold change, COMMON VARIANT, Cromosomes, Pancreatic Neoplasms, 030104 developmental biology, Cancer and Oncology, business, Imputation (genetics), LRH-1, Priority Research Paper, Genome-Wide Association Study
Abstract

Altres ajuts: The authors acknowledge the contribution of the staff of the Cancer Genomics Research Laboratory (CGR) at the National Cancer Institute, NIH, for their help throughout the project. This work was supported by the Intramural Research Program of the US National Institutes of Health (NIH), National Cancer Institute. The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. Government. Additional acknowledgements for individual participating studies are listed in the Supplemental Materials. Genome-wide association studies (GWAS) have identified common pancreatic cancer susceptibility variants at 13 chromosomal loci in individuals of European descent. To identify new susceptibility variants, we performed imputation based on 1000 Genomes (1000G) Project data and association analysis using 5,107 case and 8,845 control subjects from 27 cohort and case-control studies that participated in the PanScan I-III GWAS. This analysis, in combination with a two-staged replication in an additional 6,076 case and 7,555 control subjects from the PANcreatic Disease ReseArch (PANDoRA) and Pancreatic Cancer Case-Control (PanC4) Consortia uncovered 3 new pancreatic cancer risk signals marked by single nucleotide polymorphisms (SNPs) rs2816938 at chromosome 1q32.1 (per allele odds ratio (OR) = 1.20, P = 4.88×10 −15), rs10094872 at 8q24.21 (OR = 1.15, P = 3.22×10 −9) and rs35226131 at 5p15.33 (OR = 0.71, P = 1.70×10 −8). These SNPs represent independent risk variants at previously identified pancreatic cancer risk loci on chr1q32.1 (NR5A2), chr8q24.21 (MYC) and chr5p15.33 (CLPTM1L - TERT) as per analyses conditioned on previously reported susceptibility variants. We assessed expression of candidate genes at the three risk loci in histologically normal (n = 10) and tumor (n = 8) derived pancreatic tissue samples and observed a marked reduction of NR5A2 expression (chr1q32.1) in the tumors (fold change -7.6, P = 5.7×10 −8). This finding was validated in a second set of paired (n = 20) histologically normal and tumor derived pancreatic tissue samples (average fold change for three NR5A2 isoforms -31.3 to -95.7, P = 7.5×10 −4 -2.0×10 −3). Our study has identified new susceptibility variants independently conferring pancreatic cancer risk that merit functional follow-up to identify target genes and explain the underlying biology.

Published
2016

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