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1. Smoking Modifies Pancreatic Cancer Risk Loci on 2q21.3

Author

Mocci, E, Kundu, P, Wheeler, W, Arslan, AA, Beane-Freeman, LE, Bracci, PM, Brennan, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Andreotti, G, Babic, A, Bamlet, WR, Berndt, S, Blackford, AL, Bueno-de-Mesquita, B, Buring, JE, Campa, D, Chanock, SJ, Childs, EJ, Duell, EJ, Fuchs, CS, Gaziano, JM, Giovannucci, EL, Goggins, MG, Hartge, P, Hassan, MM, Holly, EA, Hoover, RN, Hung, RJ, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Ng, K, Oberg, AL, Panico, S, Peters, U, Porta, M, Rabe, KG, Riboli, E, Rothman, N, Scelo, G, Sesso, HD, Silverman, DT, Stevens, VL, Strobel, O, Thompson, IM, Tjonneland, A, Trichopoulou, A, Van den Eeden, SK, Wactawski-Wende, J, Wentzensen, N, Wilkens, LR, Yu, H, Yuan, F, Zeleniuch-Jacquotte, A, Amundadottir, LT, Li, D, Jacobs, EJ, Petersen, GM, Wolpin, BM, Risch, HA, Kraft, P, Chatterjee, N, Klein, AP, Stolzenberg-Solomon, R, Mocci, E, Kundu, P, Wheeler, W, Arslan, AA, Beane-Freeman, LE, Bracci, PM, Brennan, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Andreotti, G, Babic, A, Bamlet, WR, Berndt, S, Blackford, AL, Bueno-de-Mesquita, B, Buring, JE, Campa, D, Chanock, SJ, Childs, EJ, Duell, EJ, Fuchs, CS, Gaziano, JM, Giovannucci, EL, Goggins, MG, Hartge, P, Hassan, MM, Holly, EA, Hoover, RN, Hung, RJ, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Ng, K, Oberg, AL, Panico, S, Peters, U, Porta, M, Rabe, KG, Riboli, E, Rothman, N, Scelo, G, Sesso, HD, Silverman, DT, Stevens, VL, Strobel, O, Thompson, IM, Tjonneland, A, Trichopoulou, A, Van den Eeden, SK, Wactawski-Wende, J, Wentzensen, N, Wilkens, LR, Yu, H, Yuan, F, Zeleniuch-Jacquotte, A, Amundadottir, LT, Li, D, Jacobs, EJ, Petersen, GM, Wolpin, BM, Risch, HA, Kraft, P, Chatterjee, N, Klein, AP, and Stolzenberg-Solomon, R

Abstract

Germline variation and smoking are independently associated with pancreatic ductal adenocarcinoma (PDAC). We conducted genome-wide smoking interaction analysis of PDAC using genotype data from four previous genome-wide association studies in individuals of European ancestry (7,937 cases and 11,774 controls). Examination of expression quantitative trait loci data from the Genotype-Tissue Expression Project followed by colocalization analysis was conducted to determine whether there was support for common SNP(s) underlying the observed associations. Statistical tests were two sided and P < 5 × 10-8 was considered statistically significant. Genome-wide significant evidence of qualitative interaction was identified on chr2q21.3 in intron 5 of the transmembrane protein 163 (TMEM163) and upstream of the cyclin T2 (CCNT2). The most significant SNP using the Empirical Bayes method, in this region that included 45 significantly associated SNPs, was rs1818613 [per allele OR in never smokers 0.87, 95% confidence interval (CI), 0.82-0.93; former smokers 1.00, 95% CI, 0.91-1.07; current smokers 1.25, 95% CI 1.12-1.40, P interaction = 3.08 × 10-9). Examination of the Genotype-Tissue Expression Project data demonstrated an expression quantitative trait locus in this region for TMEM163 and CCNT2 in several tissue types. Colocalization analysis supported a shared SNP, rs842357, in high linkage disequilibrium with rs1818613 (r 2 = 0. 94) driving both the observed interaction and the expression quantitative trait loci signals. Future studies are needed to confirm and understand the differential biologic mechanisms by smoking status that contribute to our PDAC findings. SIGNIFICANCE: This large genome-wide interaction study identifies a susceptibility locus on 2q21.3 that significantly modified PDAC risk by smoking status, providing insight into smoking-associated PDAC, with implications for prevention.

Published
2021

2. Hepcidin-regulating iron metabolism genes and pancreatic ductal adenocarcinoma: a pathway analysis of genome-wide association studies

Author

Julian-Serrano, S, Yuan, F, Wheeler, W, Benyamin, B, Machiela, MJ, Arslan, AA, Beane-Freeman, LE, Bracci, PM, Duell, EJ, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Van den Eeden, SK, Visvanathan, K, Zheng, W, Albanes, D, Andreotti, G, Ardanaz, E, Babic, A, Berndt, S, Brais, LK, Brennan, P, Bueno-de-Mesquita, B, Buring, JE, Chanock, SJ, Childs, EJ, Chung, CC, Fabianova, E, Foretova, L, Fuchs, CS, Gaziano, JM, Gentiluomo, M, Giovannucci, EL, Goggins, MG, Hackert, T, Hartge, P, Hassan, MM, Holcatova, I, Holly, EA, Hung, R, Janout, V, Kurtz, RC, Lee, I-M, Malats, N, McKean, D, Milne, RL, Newton, CC, Oberg, AL, Perdomo, S, Peters, U, Porta, M, Rothman, N, Schulze, MB, Sesso, HD, Silverman, DT, Thompson, IM, Wactawski-Wende, J, Weiderpass, E, Wenstzensen, N, White, E, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Zhong, J, Kraft, P, Li, D, Campbell, PT, Petersen, GM, Wolpin, BM, Risch, HA, Amundadottir, LT, Klein, AP, Yu, K, Stolzenberg-Solomon, RZ, Julian-Serrano, S, Yuan, F, Wheeler, W, Benyamin, B, Machiela, MJ, Arslan, AA, Beane-Freeman, LE, Bracci, PM, Duell, EJ, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Van den Eeden, SK, Visvanathan, K, Zheng, W, Albanes, D, Andreotti, G, Ardanaz, E, Babic, A, Berndt, S, Brais, LK, Brennan, P, Bueno-de-Mesquita, B, Buring, JE, Chanock, SJ, Childs, EJ, Chung, CC, Fabianova, E, Foretova, L, Fuchs, CS, Gaziano, JM, Gentiluomo, M, Giovannucci, EL, Goggins, MG, Hackert, T, Hartge, P, Hassan, MM, Holcatova, I, Holly, EA, Hung, R, Janout, V, Kurtz, RC, Lee, I-M, Malats, N, McKean, D, Milne, RL, Newton, CC, Oberg, AL, Perdomo, S, Peters, U, Porta, M, Rothman, N, Schulze, MB, Sesso, HD, Silverman, DT, Thompson, IM, Wactawski-Wende, J, Weiderpass, E, Wenstzensen, N, White, E, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Zhong, J, Kraft, P, Li, D, Campbell, PT, Petersen, GM, Wolpin, BM, Risch, HA, Amundadottir, LT, Klein, AP, Yu, K, and Stolzenberg-Solomon, RZ

Abstract

BACKGROUND: Epidemiological studies have suggested positive associations for iron and red meat intake with risk of pancreatic ductal adenocarcinoma (PDAC). Inherited pathogenic variants in genes involved in the hepcidin-regulating iron metabolism pathway are known to cause iron overload and hemochromatosis. OBJECTIVES: The objective of this study was to determine whether common genetic variation in the hepcidin-regulating iron metabolism pathway is associated with PDAC. METHODS: We conducted a pathway analysis of the hepcidin-regulating genes using single nucleotide polymorphism (SNP) summary statistics generated from 4 genome-wide association studies in 2 large consortium studies using the summary data-based adaptive rank truncated product method. Our population consisted of 9253 PDAC cases and 12,525 controls of European descent. Our analysis included 11 hepcidin-regulating genes [bone morphogenetic protein 2 (BMP2), bone morphogenetic protein 6 (BMP6), ferritin heavy chain 1 (FTH1), ferritin light chain (FTL), hepcidin (HAMP), homeostatic iron regulator (HFE), hemojuvelin (HJV), nuclear factor erythroid 2-related factor 2 (NRF2), ferroportin 1 (SLC40A1), transferrin receptor 1 (TFR1), and transferrin receptor 2 (TFR2)] and their surrounding genomic regions (±20 kb) for a total of 412 SNPs. RESULTS: The hepcidin-regulating gene pathway was significantly associated with PDAC (P = 0.002), with the HJV, TFR2, TFR1, BMP6, and HAMP genes contributing the most to the association. CONCLUSIONS: Our results support that genetic susceptibility related to the hepcidin-regulating gene pathway is associated with PDAC risk and suggest a potential role of iron metabolism in pancreatic carcinogenesis. Further studies are needed to evaluate effect modification by intake of iron-rich foods on this association.

Published
2021

3. Genome-Wide Gene-Diabetes and Gene-Obesity Interaction Scan in 8,255 Cases and 11,900 Controls from PanScan and PanC4 Consortia

Author

Tang, H, Jiang, L, Stolzenberg-Solomon, RZ, Arslan, AA, Freeman, LEB, Bracci, PM, Brennan, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Andreotti, G, Babic, A, Bamlet, WR, Berndt, S, Blackford, A, Bueno-de-Mesquita, B, Buring, JE, Campa, D, Chanock, SJ, Childs, E, Duell, EJ, Fuchs, C, Gaziano, JM, Goggins, M, Hartge, P, Hassam, MH, Holly, EA, Hoover, RN, Hung, RJ, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Ng, K, Oberg, AL, Orlow, I, Peters, U, Porta, M, Rabe, KG, Rothman, N, Scelo, G, Sesso, HD, Silverman, DT, Thompson, IM, Tjonneland, A, Trichopoulou, A, Wactawski-Wende, J, Wentzensen, N, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Amundadottir, LT, Jacobs, EJ, Petersen, GM, Wolpin, BM, Risch, HA, Chatterjee, N, Klein, AP, Li, D, Kraft, P, Wei, P, Tang, H, Jiang, L, Stolzenberg-Solomon, RZ, Arslan, AA, Freeman, LEB, Bracci, PM, Brennan, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Andreotti, G, Babic, A, Bamlet, WR, Berndt, S, Blackford, A, Bueno-de-Mesquita, B, Buring, JE, Campa, D, Chanock, SJ, Childs, E, Duell, EJ, Fuchs, C, Gaziano, JM, Goggins, M, Hartge, P, Hassam, MH, Holly, EA, Hoover, RN, Hung, RJ, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Ng, K, Oberg, AL, Orlow, I, Peters, U, Porta, M, Rabe, KG, Rothman, N, Scelo, G, Sesso, HD, Silverman, DT, Thompson, IM, Tjonneland, A, Trichopoulou, A, Wactawski-Wende, J, Wentzensen, N, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Amundadottir, LT, Jacobs, EJ, Petersen, GM, Wolpin, BM, Risch, HA, Chatterjee, N, Klein, AP, Li, D, Kraft, P, and Wei, P

Abstract

BACKGROUND: Obesity and diabetes are major modifiable risk factors for pancreatic cancer. Interactions between genetic variants and diabetes/obesity have not previously been comprehensively investigated in pancreatic cancer at the genome-wide level. METHODS: We conducted a gene-environment interaction (GxE) analysis including 8,255 cases and 11,900 controls from four pancreatic cancer genome-wide association study (GWAS) datasets (Pancreatic Cancer Cohort Consortium I-III and Pancreatic Cancer Case Control Consortium). Obesity (body mass index ≥30 kg/m2) and diabetes (duration ≥3 years) were the environmental variables of interest. Approximately 870,000 SNPs (minor allele frequency ≥0.005, genotyped in at least one dataset) were analyzed. Case-control (CC), case-only (CO), and joint-effect test methods were used for SNP-level GxE analysis. As a complementary approach, gene-based GxE analysis was also performed. Age, sex, study site, and principal components accounting for population substructure were included as covariates. Meta-analysis was applied to combine individual GWAS summary statistics. RESULTS: No genome-wide significant interactions (departures from a log-additive odds model) with diabetes or obesity were detected at the SNP level by the CC or CO approaches. The joint-effect test detected numerous genome-wide significant GxE signals in the GWAS main effects top hit regions, but the significance diminished after adjusting for the GWAS top hits. In the gene-based analysis, a significant interaction of diabetes with variants in the FAM63A (family with sequence similarity 63 member A) gene (significance threshold P < 1.25 × 10-6) was observed in the meta-analysis (P GxE = 1.2 ×10-6, P Joint = 4.2 ×10-7). CONCLUSIONS: This analysis did not find significant GxE interactions at the SNP level but found one significant interaction with diabetes at the gene level. A larger sample size might unveil additional genetic factors via GxE scans. IMPACT: This study may con

Published
2020

4. Genome-Wide Association Study Data Reveal Genetic Susceptibility to Chronic Inflammatory Intestinal Diseases and Pancreatic Ductal Adenocarcinoma Risk

Author

Yuan, F, Hung, RJ, Walsh, N, Zhang, H, Platz, EA, Wheeler, W, Song, L, Arslan, AA, Freeman, LEB, Bracci, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Rosendahl, J, Scelo, G, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Amiano, P, Andreotti, G, Babic, A, Bamlet, WR, Berndt, SI, Brennan, P, Bueno-de-Mesquita, B, Buring, JE, Campbell, PT, Chanock, SJ, Fuchs, CS, Gaziano, JM, Goggins, MG, Hackert, T, Hartge, P, Hassan, MM, Holly, EA, Hoover, RN, Katzke, V, Kirsten, H, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Murphy, N, Ng, K, Oberg, AL, Porta, M, Rabe, KG, Real, FX, Rothman, N, Sesso, HD, Silverman, DT, Thompson, IM, Wactawski-Wende, J, Wang, X, Wentzensen, N, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Shi, J, Duell, EJ, Amundadottir, LT, Li, D, Petersen, GM, Wolpin, BM, Risch, HA, Yu, K, Klein, AP, Stolzenberg-Solomon, R, Yuan, F, Hung, RJ, Walsh, N, Zhang, H, Platz, EA, Wheeler, W, Song, L, Arslan, AA, Freeman, LEB, Bracci, P, Canzian, F, Du, M, Gallinger, S, Giles, GG, Goodman, PJ, Kooperberg, C, Le Marchand, L, Neale, RE, Rosendahl, J, Scelo, G, Shu, X-O, Visvanathan, K, White, E, Zheng, W, Albanes, D, Amiano, P, Andreotti, G, Babic, A, Bamlet, WR, Berndt, SI, Brennan, P, Bueno-de-Mesquita, B, Buring, JE, Campbell, PT, Chanock, SJ, Fuchs, CS, Gaziano, JM, Goggins, MG, Hackert, T, Hartge, P, Hassan, MM, Holly, EA, Hoover, RN, Katzke, V, Kirsten, H, Kurtz, RC, Lee, I-M, Malats, N, Milne, RL, Murphy, N, Ng, K, Oberg, AL, Porta, M, Rabe, KG, Real, FX, Rothman, N, Sesso, HD, Silverman, DT, Thompson, IM, Wactawski-Wende, J, Wang, X, Wentzensen, N, Wilkens, LR, Yu, H, Zeleniuch-Jacquotte, A, Shi, J, Duell, EJ, Amundadottir, LT, Li, D, Petersen, GM, Wolpin, BM, Risch, HA, Yu, K, Klein, AP, and Stolzenberg-Solomon, R

Abstract

Registry-based epidemiologic studies suggest associations between chronic inflammatory intestinal diseases and pancreatic ductal adenocarcinoma (PDAC). As genetic susceptibility contributes to a large proportion of chronic inflammatory intestinal diseases, we hypothesize that the genomic regions surrounding established genome-wide associated variants for these chronic inflammatory diseases are associated with PDAC. We examined the association between PDAC and genomic regions (±500 kb) surrounding established common susceptibility variants for ulcerative colitis, Crohn's disease, inflammatory bowel disease, celiac disease, chronic pancreatitis, and primary sclerosing cholangitis. We analyzed summary statistics from genome-wide association studies data for 8,384 cases and 11,955 controls of European descent from two large consortium studies using the summary data-based adaptive rank truncated product method to examine the overall association of combined genomic regions for each inflammatory disease group. Combined genomic susceptibility regions for ulcerative colitis, Crohn disease, inflammatory bowel disease, and chronic pancreatitis were associated with PDAC at P values < 0.05 (0.0040, 0.0057, 0.011, and 3.4 × 10-6, respectively). After excluding the 20 PDAC susceptibility regions (±500 kb) previously identified by GWAS, the genomic regions for ulcerative colitis, Crohn disease, and inflammatory bowel disease remained associated with PDAC (P = 0.0029, 0.0057, and 0.0098, respectively). Genomic regions for celiac disease (P = 0.22) and primary sclerosing cholangitis (P = 0.078) were not associated with PDAC. Our results support the hypothesis that genomic regions surrounding variants associated with inflammatory intestinal diseases, particularly, ulcerative colitis, Crohn disease, inflammatory bowel disease, and chronic pancreatitis are associated with PDAC. SIGNIFICANCE: The joint effects of common variants in genomic regions containing susceptibility loci for infla

Published
2020

5. 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, Gaziano, JMM, 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, K-T, Klein, EA, Kogevinas, M, Kooperberg, C, Kulke, MH, Kupcinskas, J, Kurtz, RJ, Laheru, D, Landi, S, Lawlor, RT, Lee, I-M, LeMarchand, L, Lu, L, Malats, N, Mambrini, A, Mannisto, S, Milne, RL, Mohelnikova-Duchonova, 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, X-O, 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, Amundadottir, LT, 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, Gaziano, JMM, 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, K-T, Klein, EA, Kogevinas, M, Kooperberg, C, Kulke, MH, Kupcinskas, J, Kurtz, RJ, Laheru, D, Landi, S, Lawlor, RT, Lee, I-M, LeMarchand, L, Lu, L, Malats, N, Mambrini, A, Mannisto, S, Milne, RL, Mohelnikova-Duchonova, 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, X-O, 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

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

6. 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, M-C, 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, K-T, 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, PHM, Peters, U, Pezzilli, R, Porta, M, Purdue, M, Ramon Quiros, J, Riboli, E, Rothman, N, Scarpa, A, Scelo, G, Shu, X-O, Silverman, DT, Soucek, P, Strobel, O, Sund, M, Malecka-Panas, E, Taylor, PR, Tavano, F, Travis, RC, Thornquist, M, Tjonneland, 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, Amundadottir, LT, 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, M-C, 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, K-T, 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, PHM, Peters, U, Pezzilli, R, Porta, M, Purdue, M, Ramon Quiros, J, Riboli, E, Rothman, N, Scarpa, A, Scelo, G, Shu, X-O, Silverman, DT, Soucek, P, Strobel, O, Sund, M, Malecka-Panas, E, Taylor, PR, Tavano, F, Travis, RC, Thornquist, M, Tjonneland, 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

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

7. 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, M-C, Brotzman, M, Buechler, 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, 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, K-T, 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, PHM, Peters, U, Pezzilli, R, Piepoli, A, Porta, M, Real, FX, Riboli, E, Rothman, N, Scarpa, A, Shu, X-O, Silverman, DT, Soucek, P, Sund, M, Talar-Wojnarowska, R, Taylor, PR, Theodoropoulos, GE, Thornquist, M, Tjonneland, 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, Amundadottir, LT, 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, M-C, Brotzman, M, Buechler, 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, 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, K-T, 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, PHM, Peters, U, Pezzilli, R, Piepoli, A, Porta, M, Real, FX, Riboli, E, Rothman, N, Scarpa, A, Shu, X-O, Silverman, DT, Soucek, P, Sund, M, Talar-Wojnarowska, R, Taylor, PR, Theodoropoulos, GE, Thornquist, M, Tjonneland, 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

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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