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Strobel, Oliver

0000-0001-5100-8449

Mayo Clinic

Heidelberg University

Citations 6

Neurogenic diarrhoea after superior mesenteric artery divestment or resection for pancreatic adenocarcinoma following preoperative chemotherapy: international multicentre retrospective study
Stoop, Thomas F, Crocè, C , Ishida, Hiroyuki, Ali, Mahsoem , Halimi, Asif , Oba, Atsushi , Koerkamp, Bas Groot , Leonhardt, Carl-Stephan , Thiels, Cornelius A, Rangelova, Elena , Sparrelid, Ernesto, Sotirova, Ira , Leiting, Jennifer L. , Tauchi, Jun, Kobayashi, Kosuke, Klos, Marit, Beuk, Lysanne P M, Genova, Luana , Kendrick, Michael L, Mughal, Nabiha A, Franklin, Oskar , Larsson, P, Klaiber, Ulla , Schulick, Richard D, Theijse, Rutger T., Strobel, Oliver, Ghorbani, Poya, Wilde, R F de, Wilmink, Johanna W, Messersmith, Wells, Wolfgang, Christopher L, Inoue, Yosuke, Truty, Mark J, Chiaro, Marco Del, Kazemier, G, Rompen, I F, Erdmann, J I, Daams, F, Strobel, Oliver , Oba, Atsushi , Groot Koerkamp, Bas , Leonhardt, Carl-Stephan , Mastronardi, Manuela , Busch, Olivier R , Franklin, Oskar , Klaiber, Ulla , Sugawara, Toshitaka , Besselink, Marc G , Strobel, Oliver , Stoop, Thomas F. , Javed, Ammar A. , Thiels, Cornelius A. , Sparrelid, Ernesto , Kobayashi, Kosuke , Beuk, Lysanne P.M. , Kendrick, Michael L. , Mughal, Nabiha Akhlaq, Larsson, Patrik , Schulick, Richard D. , Ghorbani, Poya , Wilde, Roeland De, Franco, Salvador Rodriguez , Wilmink, Johanna W., Messersmith, Wells A. , Wolfgang, Christopher L. , Inoue, Yosuke , Truty, Mark J. , Chiaro, Marco Del , Kazemier, Geert , Rompen, Ingmar Florin

BJS Open | April 16, 2026 | Volume: 10 | Issue: 3 | Pages: No page available

10.1093/bjsopen/zrag057 Get It

Abstract Background The increased use of superior mesenteric artery (SMA) divestment has been a driver behind the increased resection rate for locally advanced pancreatic cancer following preoperative therapy. This has also resulted in an increase in the rate of postoperative neurogenic diarrhoea, but knowledge about postoperative neurogenic diarrhoea is lacking. The aims of this study were to determine the incidence, risk factors, management, and outcomes of neurogenic diarrhoea after SMA divestment/resection for pancreatic adenocarcinoma. Methods This multicentre retrospective study included consecutive patients undergoing pancreatic adenocarcinoma resection, including SMA divestment/resection, after preoperative chemotherapy with or without radiotherapy between 2016 and 2022. Primary endpoints were the incidence of postoperative neurogenic diarrhoea, associated factors, treatment strategies, and outcomes. Secondary endpoints were the rate of adjuvant chemotherapy and the impact of neurogenic diarrhoea on overall survival (OS). Results Overall, 291 patients who underwent pancreatic resection with concomitant SMA divestment (240, 82%) or resection (51, 18%) were included in the study. Postoperative neurogenic diarrhoea was diagnosed in 193 patients. The adjusted risk of developing neurogenic diarrhoea was 59% (95% confidence interval (c.i.) 46 to 73) after ≤ 180° SMA divestment, 80% (95% c.i. 67 to 93) after > 180° SMA divestment, and 77% (95% c.i. 66 to 88) after SMA resection. Postoperative neurogenic diarrhoea was treated with non-opioid drugs (29, 15%), non-opium opioids (140, 73%), opium tincture (69, 36%), and/or octreotide (49, 25%), and normalized in 51% of patients. After adjusting for confounders, neurogenic diarrhoea was not significantly associated with OS (hazard ratio 0.83; 95% c.i. 0.55 to 1.25). Conclusion Neurogenic diarrhoea occurred in two-thirds of patients following resection of pancreatic adenocarcinoma with concomitant SMA divestment/resection, particularly after > 180° SMA divestment or SMA resection. Although challenging to manage, neurogenic diarrhoea is not associated with impaired OS. Evidence-based treatment strategies are needed for adequate management.
Postpancreatectomy Acute Pancreatitis (PPAP)
Barreto, Savio George , Bannone, Elisa , Sarr, Michael G., Vollmer, Charles M., Wolfgang, Christopher L. , Zyromski, Nicholas J. , Yeo, Charles J. , Adham, Mustapha, Takaori, Kyoichi , Hilal, Mohammad Abu , Loos, Martin , Hackert, Thilo , Strobel, Oliver , Lillemoe, Keith D. , Miao, Yi , Werner, Jens , Friess, Helmut , Izbicki, Jakob R. , Bockhorn, Maximillian, Vashist, Yogesh K. , Conlon, Kevin C. , Passas, Ioannis , Chiaro, Marco Del , Schulick, Richard D. , Montorsi, Marco , Oláh, Attila , Fusai, Giuseppe , Serrablo, Alejandro , Zerbi, Alessandro , Padbury, Robert, Dervenis, Christos, Bassi, Claudio , Büchler, Markus W., Shrikhande, Shailesh V. , Surgery, on behalf of the International Study Group for Pancreatic, Sarr, Michael, Strobel, Oliver , Marchegiani, Giovanni , Connor, Saxon J. , Falconi, Massimo , Besselink, Marc G , Salvia, Roberto , Siriwardena, Ajith K. , Probst, Pascal , Busch, Olivier R , Halloran, Christopher Michael , Gianotti, Luca Vittorio , Fingerhut, Abe L. , Andersson, Roland E. , Neoptolemos, John P. , Surgery, on behalf of the International Study Group for Pancreatic

Annals of Surgery | October 1, 2021 | Volume: 275 | Issue: 4 | Pages: 663-672

10.1097/sla.0000000000005226 Get It

Objective: The ISGPS aimed to develop a universally accepted definition for PPAP for standardized reporting and outcome comparison. Background: : PPAP is an increasingly recognized complication after partial pancreatic resections, but its incidence and clinical impact, and even its existence are variable because an internationally accepted consensus definition and grading system are lacking. Methods: The ISGPS developed a consensus definition and grading of PPAP with its members after an evidence review and after a series of discussions and multiple revisions from April 2020 to May 2021. Results: We defined PPAP as an acute inflammatory condition of the pancreatic remnant beginning within the first 3 postoperative days after a partial pancreatic resection. The diagnosis requires (1) a sustained postoperative serum hyperamylasemia (POH) greater than the institutional upper limit of normal for at least the first 48 hours postoperatively, (2) associated with clinically relevant features, and (3) radiologic alterations consistent with PPAP. Three different PPAP grades were defined based on the clinical impact: (1) grade postoperative hyperamylasemia, biochemical changes only; (2) grade B, mild or moderate complications; and (3) grade C, severe life-threatening complications. Discussions: The present definition and grading scale of PPAP, based on biochemical, radiologic, and clinical criteria, are instrumental for a better understanding of PPAP and the spectrum of postoperative complications related to this emerging entity. The current terminology will serve as a reference point for standard assessment and lend itself to developing specific treatments and prevention strategies.
Smoking Modifies Pancreatic Cancer Risk Loci on 2q21.3
Mocci, Evelina, Kundu, Prosenjit, Wheeler, William, Arslan, Alan A. , Beane-Freeman, Laura E., Bracci, Paige M., Brennan, Paul , Canzian, Federico , Du, Mengmeng, Gallinger, Steven, Goodman, Phyllis J., Kooperberg, Charles, Marchand, Loic Le, Neale, Rachel E., Shu, Xiao-Ou, Visvanathan, Kala , White, Emily, Zheng, Wei, Albanes, Demetrius, Andreotti, Gabriella, Babic, Ana, Berndt, Sonja I., Bueno-de-Mesquita, Bas, Buring, Julie E., Campa, Daniele, Chanock, Stephen J., Childs, Erica J., Fuchs, Charles S., Gaziano, J. Michael, Giovannucci, Edward L., Goggins, Michael G., Hartge, Patricia, Hassan, Manal M., Holly, Elizabeth A., Hoover, Robert N., Kurtz, Robert C., Lee, I-Min, Ng, Kimmie, Oberg, Ann L. , Panico, Salvatore, Peters, Ulrike, Porta, Miquel, Rabe, Kari G. , Riboli, Elio, Rothman, Nathaniel, Scelo, Ghislaine, Sesso, Howard D. , Silverman, Debra T., Stevens, Victoria L. , Strobel, Oliver , Thompson, Ian M., Tjønneland, Anne , Trichopoulou, Antonia, Wactawski‐Wende, Jean , Wentzensen, Nicolas, Wilkens, Lynne R., Yuan, Fangcheng , Zeleniuch-Jacquotte, Anne, Li, Donghui , Jacobs, Eric J., Petersen, Gloria M., Wolpin, Brian M., Risch, Harvey A., Kraft, Peter, Chatterjee, Nilanjan, Ríboli, Elio , Zeleniuch‐Jacquotte, Anne , Thompson, Ian M. , Mocci, Evelina , Porta, Miquel , Giles, Graham G , Visvanathan, Kala , Bamlet, William R , Blackford, Amanda , Duell, Eric J , Hung, Rayjean J , Malats, Nuria , Milne, Roger L , Oberg, Ann L , Chaffee, Kari G. , Sesso, Howard D , Stevens, Victoria L , Strobel, Oliver , Tjønneland, Anne , Van Den Eeden, Stephen K , Wactawski-Wende, Jean , Yu, Herbert , Yuan, Fangcheng , Amundadottir, Laufey , Li, Donghui , Klein, Alison P , Stolzenberg-Solomon, Rachael , Arslan, Alan A , Canzian, Federico , Riboli, Elio , Porta, Miquel , Thompson, Ian M , Zeleniuch-Jacquotte, Anne , Kundu, Prosenjit, Wheeler, William, Beane-Freeman, Laura E., Bracci, Paige M., Brennan, Paul , Du, Mengmeng, Gallinger, Steven, Goodman, Phyllis J., Kooperberg, Charles, Marchand, Loic Le, Neale, Rachel E., Shu, Xiao-Ou, White, Emily, Zheng, Wei, Albanes, Demetrius, Andreotti, Gabriella, Babic, Ana, Berndt, Sonja I., Bueno-de-Mesquita, Bas, Buring, Julie E., Campa, Daniele, Chanock, Stephen J., Childs, Erica J., Fuchs, Charles S., Gaziano, J. Michael, Giovannucci, Edward L., Goggins, Michael G., Hartge, Patricia, Hassan, Manal M., Holly, Elizabeth A., Hoover, Robert N., Kurtz, Robert C., Lee, I-Min, Ng, Kimmie, Panico, Salvatore, Peters, Ulrike, Rothman, Nathaniel, Scelo, Ghislaine, Silverman, Debra T., Thompson, Ian M., Trichopoulou, Antonia, Wentzensen, Nicolas, Wilkens, Lynne R., Jacobs, Eric J., Petersen, Gloria M., Wolpin, Brian M., Risch, Harvey A., Kraft, Peter, Chatterjee, Nilanjan

Cancer Research | February 11, 2021 | Volume: 81 | Issue: 11 | Pages: 3134-3143

10.1158/0008-5472.can-20-3267 Get It

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, Pinteraction = 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 (r2 = 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.
Agnostic Pathway/Gene Set Analysis of Genome-Wide Association Data Identifies Associations for Pancreatic Cancer
Walsh, Naomi , Hyland, Paula L. , Yang, Qi , Childs, Erica J., Collins, Irene , Wang, Zhaoming , Arslan, Alan A. , Bracci, Paige M. , Brennan, Paul , Canzian, Federico , Gallinger, Steven , Goodman, Gary E. , Goodman, Phyllis J. , Hung, Rayjean J, Kurtz, Robert C. , Scélo, Ghislaine , Shu, Xiao Ou , Visvanathan, Kala , consortia, PanScan and PanC4, Andreotti, Gabriella , Babić, Ana , Berndt, Sonja I. , Borgida, Ayelet , Bueno‐de‐Mesquita, Bas , Buring, Julie E. , Chaffee, Kari G. , Foretová, Lenka , Fuchs, Charles S. , Gaziano, J. Michael , Giovannucci, Edward, Hackert, Thilo , Haiman, Christopher A. , Hartge, Patricia, Hasan, Manal , Helzlsouer, Kathy J., Herman, Joseph M. , Holly, Elizabeth A., Hoover, Robert N. , Hung, Rayjean J, Janout, Vladimí­r , Klein, Eric A. , Laheru, Daniel A. , Lee, I‐Min , Oberg, Ann L. , Patel, Alpa V. , Peters, Ulrike , Porta, Miquel , Real, Francisco X. , Rothman, Nathaniel , Sesso, Howard D. , Strobel, Oliver , Thornquist, Mark, Wactawski‐Wende, Jean , Wareham, Nick, Weiderpass, Elisabete , Wentzensen, Nicolas , Wheeler, William, Zeleniuch‐Jacquotte, Anne , Kraft, Peter , Li, Donghui , Jacobs, Eric J. , Petersen, Gloria M. , Wolpin, Brian M. , Rabe, Kari G. , Hung, Rayjean J. , Cleary, Sean, Weiderpass, Elisabete , Arslan, Alan A , Canzian, Federico , Hung, Rayjean J , Wactawski-Wende, Jean , Wang, Zhaoming , Visvanathan, Kala , Klein, Eric A , Strobel, Oliver , Kraft, Peter , Porta, Miquel , Real, Francisco X , Zeleniuch-Jacquotte, Anne , Zhang, Han , Mocci, Evelina , Zhang, Mingfeng , Freeman, Laura E. Beane , Duell, Eric J. , Giles, Graham G. , Goggins, Michael , Hung, Rayjean J, Kooperberg, Charles , Malats, Núria , Marchand, Loı̈c Le , Neale, Rachel Ε. , Olson, Sara H. , Van Den Eeden, Stephen K , White, Emily , Zheng, Wei , consortia, PanScan and PanC4, Albanes, Demetrius , Bamlet, William R. , Boutron‐Ruault, Marie‐Christine , Brais, Lauren K , Chanock, Stephen Jacob , Cleary, Sean P. , Cotterchio, Michelle , Holcátová, Ivana , Hung, Rayjean J, Lu, Lingeng , Männistö, Satu , Milne, Roger L. , Orlow, Irene , Rothman, Nathaniel , Severi, Gianluca , Silverman, Debra T. , Sund, Malin , Tobias, Geoffrey S. , Wareham, Nick, Yu, Kai , Risch, Harvey A. , Ámundadóttir, Laufey T. , Yu, Kai , Klein, Alison P. , Stolzenberg‐Solomon, Rachael Z.

JNCI: Journal of the National Cancer Institute | August 15, 2018 | Volume: 111 | Issue: 6 | Pages: 557-567

10.1093/jnci/djy155 Get It

Three new pancreatic cancer susceptibility signals identified on chromosomes 1q32.1, 5p15.33 and 8q24.21
Wang, Zhaoming , Obazee, Ofure , Jia, Jinping , Childs, Erica J., Hoskins, Jason W. , Figlioli, Gisella , Collins, Irene , Chung, Charles C., Hautman, Christopher, Arslan, Alan A. , Bracci, Paige M. , Buring, Julie E. , Gallinger, Steven , Goodman, Gary E. , Goodman, Phyllis J. , Kamineni, Aruna , Kolonel, Laurence N. , Kulke, Matthew H. , Malats, Núria , Olson, Sara H. , Sesso, Howard D. , Visvanathan, Kala , Zheng, Wei , Abnet, Christian C. , Andreotti, Gabriella , Bueno-de-Mesquita, H. Bas, Basso, Daniela , Berndt, Sonja I. , Brenner, Hermann , Burdette, Laurie , Campa, Daniele , Caporaso, Neil E. , Capurso, Gabriele , Cavestro, Giulia Martina , Costello, Eithne , Elena, Joanne W. , Boggi, Ugo , Gaziano, J. Michael , Giovannucci, Edward L. , Gross, Myron D., Haiman, Christopher A. , Hassan, Manal M. , Helzlsouer, Kathy J., Hu, Nan , Hunter, David J., Iskierka‐Jazdzewska, Elżbieta , Jenab, Mazda , Klein, Eric A. , Krogh, Vittorio , Kupčinskas, Juozas , Kurtz, Robert C. , Landi, Maria Teresa , Mambrini, Andrea , Neale, Rachel Ε. , Oberg, Ann L. , Patel, Alpa V. , Peeters, Petra H., Peters, Ulrike , Pezzilli, Raffaele , Porta, Miquel , Purdue, Mark P. , Quirós, J. Ramón , Ríboli, Elio , Rothman, Nathaniel , Scarpa, Aldo , Scélo, Ghislaine , Strobel, Oliver , Małecka‐Panas, Ewa , Tavano, Francesca , Travis, Ruth C. , Thornquist, Mark, Tjønneland, Anne , Trichopoulos, Dimitrios, Vashist, Yogesh K. , Vodička, Pavel , Wactawski‐Wende, Jean , Wentzensen, Nicolas , Yu, Kai , Zeleniuch‐Jacquotte, Anne , Jacobs, Eric J. , Li, Donghui , Fuchs, Charles S. , Hoover, Robert N. , Hartge, Patricia, Petersen, Gloria M. , Stolzenberg-Solomon, Rachael S., Wolpin, Brian M. , Kraft, Peter , Canzian, Federico , Ámundadóttir, Laufey T. , Zhang, Mingfeng , Mocci, Evelina , Freeman, Laura E. Beane , Duell, Eric J. , Giles, Graham G. , White, Emily , Albanes, Demetrius , Brais, Lauren K , Boutron‐Ruault, Marie‐Christine , Bijlsma, Maarten F. , Cotterchio, Michelle , Gazouli, Maria , Goggins, Michael , Kaaks, Rudolf , Key, Tim , Khaw, Kay‐Tee , Kogevinas, Manolis , Kupcinskas, Juozas , Landi, Stefano , Marchand, Loı̈c Le , Männistö, Satu , Milne, Roger L. , Panico, Salvatore , Shu, Xiao‐Ou , Silverman, Debra T. , Souček, Pavel , Sund, Malin , Taylor, Philip R. , Tobias, Geoffrey S. , Yu, Kai , Kooperberg, Charles , Risch, Harvey A. , Chanock, Stephen Jacob , Klein, Alison P. , Amundadottir, Laufey , Malats, Nuria , Arslan, Alan A , Canzian, Federico , Tjønneland, Anne , Wactawski-Wende, Jean , Travis, Ruth C , Wang, Zhaoming , Abnet, Christian C , Visvanathan, Kala , Klein, Eric A , Brenner, Hermann , Strobel, Oliver , Jenab, Mazda , Kraft, Peter , Zheng, Wei , Iskierka-Jazdzewska, Elżbieta , Riboli, Elio , Vodicka, Pavel , Neale, Rachel E , Porta, Miquel , Zeleniuch-Jacquotte, Anne , Hoskins, Jason W , Tavano, Francesca

Oncotarget | September 16, 2016 | Volume: 7 | Issue: 41 | Pages: 66328-66343

10.18632/oncotarget.11041 Get It

TERT gene harbors multiple variants associated with pancreatic cancer susceptibility
Campa, Daniele , Rizzato, Cosmeri , Pacetti, Paola, Vodička, Pavel , Cleary, Sean P. , Capurso, Gabriele , Bueno‐de‐Mesquita, H. Bas, Werner, Jens , Butterbach, Katja, Ivanauskas, Audrius , Giese, Nathalia A. , Petersen, Gloria M. , Fogar, Paola, Bassi, Claudio , Ryska, Miroslav , Theodoropoulos, George , Li, Donghui , Greenhalf, William , Pasquali, Claudio , Hackert, Thilo , Fuchs, Charles S. , Mohelníková-Duchoňová, Beatrice , Funel, Niccola , Dieffenbach, Aida Karina, Buring, Julie E. , Holcátová, Ivana , Costello, Eithne , Zambon, Carlo‐Federico , Kupčinskas, Juozas , Bracci, Paige M. , Pezzilli, Raffaele , Olson, Sara H. , Sesso, Howard D. , Hartge, Patricia, Strobel, Oliver , Małecka‐Panas, Ewa , Visvanathan, Kala , Arslan, Alan A. , Pedrazzoli, Sergio , Souček, Pavel , Gioffreda, Domenica , Talar‐Wojnarowska, Renata , Scarpa, Aldo , Mambrini, Andrea , Jacobs, Eric J. , Jamroziak, Krzysztof , Tavano, Francesca , Bambi, Franco , Landi, Stefano , Austin, Melissa A. , Vodičková, Ludmila, Brenner, Hermann , Fave, Gianfranco Delle, Piepoli, Ada, Cantore, Maurizio , Zheng, Wei , Wolpin, Brian M. , Ámundadóttir, Laufey T. , Canzian, Federico , Wang, Zhaoming , Salvia, Roberto , Stolzenberg‐Solomon, Rachael Z. , Gazouli, Maria , Wang, Zhaoming , Kooperberg, Charles , Sperti, Cosimo , Wareham, Nicholas J. , Kupcinskas, Juozas , Risch, Harvey A. , Kraft, Peter , Key, Tim , Klein, Alison P. , Chanock, Stephen Jacob , Amundadottir, Laufey , Arslan, Alan A , Canzian, Federico , Wang, Zhaoming , Visvanathan, Kala , Brenner, Hermann , Strobel, Oliver , Zheng, Wei , Cleary, Sean P , Vodicka, Pavel , Landi, Stefano , Holcatova, Ivana , Tavano, Francesca

International Journal of Cancer | May 5, 2015 | Volume: 137 | Issue: 9 | Pages: 2175-2183

10.1002/ijc.29590 Get It

A small number of common susceptibility loci have been identified for pancreatic cancer, one of which is marked by rs401681 in the TERT–CLPTM1L gene region on chromosome 5p15.33. Because this region is characterized by low linkage disequilibrium, we sought to identify whether additional single nucleotide polymorphisms (SNPs) could be related to pancreatic cancer risk, independently of rs401681. We performed an in‐depth analysis of genetic variability of the telomerase reverse transcriptase (TERT) and the telomerase RNA component (TERC) genes, in 5,550 subjects with pancreatic cancer and 7,585 controls from the PANcreatic Disease ReseArch (PANDoRA) and the PanScan consortia. We identified a significant association between a variant in TERT and pancreatic cancer risk (rs2853677, odds ratio = 0.85; 95% confidence interval = 0.80–0.90, p = 8.3 × 10−8). Additional analysis adjusting rs2853677 for rs401681 indicated that the two SNPs are independently associated with pancreatic cancer risk, as suggested by the low linkage disequilibrium between them (r2 = 0.07, D′ = 0.28). Three additional SNPs in TERT reached statistical significance after correction for multiple testing: rs2736100 (p = 3.0 × 10−5), rs4583925 (p = 4.0 × 10−5) and rs2735948 (p = 5.0 × 10−5). In conclusion, we confirmed that the TERT locus is associated with pancreatic cancer risk, possibly through several independent variants.