Cargando…
Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk
Although 21 pancreatic cancer susceptibility loci have been identified in individuals of European ancestry through genome-wide association studies (GWASs), much of the heritability of pancreatic cancer risk remains unidentified. A recessive genetic model could be a powerful tool for identifying addi...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678088/ https://www.ncbi.nlm.nih.gov/pubmed/34926279 http://dx.doi.org/10.3389/fonc.2021.771312 |
_version_ | 1784616277104394240 |
---|---|
author | Lu, Ye Gentiluomo, Manuel Macauda, Angelica Gioffreda, Domenica Gazouli, Maria Petrone, Maria C. Kelemen, Dezső Ginocchi, Laura Morelli, Luca Papiris, Konstantinos Greenhalf, William Izbicki, Jakob R. Kiudelis, Vytautas Mohelníková-Duchoňová, Beatrice Bueno-de-Mesquita, Bas Vodicka, Pavel Brenner, Hermann Diener, Markus K. Pezzilli, Raffaele Ivanauskas, Audrius Salvia, Roberto Szentesi, Andrea Aoki, Mateus Nóbrega Németh, Balázs C. Sperti, Cosimo Jamroziak, Krzysztof Chammas, Roger Oliverius, Martin Archibugi, Livia Ermini, Stefano Novák, János Kupcinskas, Juozas Strouhal, Ondřej Souček, Pavel Cavestro, Giulia M. Milanetto, Anna C. Vanella, Giuseppe Neoptolemos, John P. Theodoropoulos, George E. van Laarhoven, Hanneke W. M. Mambrini, Andrea Moz, Stefania Kala, Zdenek Loveček, Martin Basso, Daniela Uzunoglu, Faik G. Hackert, Thilo Testoni, Sabrina G. G. Hlaváč, Viktor Andriulli, Angelo Lucchesi, Maurizio Tavano, Francesca Carrara, Silvia Hegyi, Péter Arcidiacono, Paolo G. Busch, Olivier R. Lawlor, Rita T. Puzzono, Marta Boggi, Ugo Guo, Feng Małecka-Panas, Ewa Capurso, Gabriele Landi, Stefano Talar-Wojnarowska, Renata Strobel, Oliver Gao, Xin Vashist, Yogesh Campa, Daniele Canzian, Federico |
author_facet | Lu, Ye Gentiluomo, Manuel Macauda, Angelica Gioffreda, Domenica Gazouli, Maria Petrone, Maria C. Kelemen, Dezső Ginocchi, Laura Morelli, Luca Papiris, Konstantinos Greenhalf, William Izbicki, Jakob R. Kiudelis, Vytautas Mohelníková-Duchoňová, Beatrice Bueno-de-Mesquita, Bas Vodicka, Pavel Brenner, Hermann Diener, Markus K. Pezzilli, Raffaele Ivanauskas, Audrius Salvia, Roberto Szentesi, Andrea Aoki, Mateus Nóbrega Németh, Balázs C. Sperti, Cosimo Jamroziak, Krzysztof Chammas, Roger Oliverius, Martin Archibugi, Livia Ermini, Stefano Novák, János Kupcinskas, Juozas Strouhal, Ondřej Souček, Pavel Cavestro, Giulia M. Milanetto, Anna C. Vanella, Giuseppe Neoptolemos, John P. Theodoropoulos, George E. van Laarhoven, Hanneke W. M. Mambrini, Andrea Moz, Stefania Kala, Zdenek Loveček, Martin Basso, Daniela Uzunoglu, Faik G. Hackert, Thilo Testoni, Sabrina G. G. Hlaváč, Viktor Andriulli, Angelo Lucchesi, Maurizio Tavano, Francesca Carrara, Silvia Hegyi, Péter Arcidiacono, Paolo G. Busch, Olivier R. Lawlor, Rita T. Puzzono, Marta Boggi, Ugo Guo, Feng Małecka-Panas, Ewa Capurso, Gabriele Landi, Stefano Talar-Wojnarowska, Renata Strobel, Oliver Gao, Xin Vashist, Yogesh Campa, Daniele Canzian, Federico |
author_sort | Lu, Ye |
collection | PubMed |
description | Although 21 pancreatic cancer susceptibility loci have been identified in individuals of European ancestry through genome-wide association studies (GWASs), much of the heritability of pancreatic cancer risk remains unidentified. A recessive genetic model could be a powerful tool for identifying additional risk variants. To discover recessively inherited pancreatic cancer risk loci, we performed a re-analysis of the largest pancreatic cancer GWAS, the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4), including 8,769 cases and 7,055 controls of European ancestry. Six single nucleotide polymorphisms (SNPs) showed associations with pancreatic cancer risk according to a recessive model of inheritance. We replicated these variants in 3,212 cases and 3,470 controls collected from the PANcreatic Disease ReseArch (PANDoRA) consortium. The results of the meta-analyses confirmed that rs4626538 (7q32.2), rs7008921 (8p23.2) and rs147904962 (17q21.31) showed specific recessive effects (p<10(−5)) compared with the additive effects (p>10(−3)), although none of the six SNPs reached the conventional threshold for genome-wide significance (p < 5×10(−8)). Additional bioinformatic analysis explored the functional annotations of the SNPs and indicated a possible relationship between rs36018702 and expression of the BCL2L11 and BUB1 genes, which are known to be involved in pancreatic biology. Our findings, while not conclusive, indicate the importance of considering non-additive genetic models when performing GWAS analysis. The SNPs associated with pancreatic cancer in this study could be used for further meta-analysis for recessive association of SNPs and pancreatic cancer risk and might be a useful addiction to improve the performance of polygenic risk scores. |
format | Online Article Text |
id | pubmed-8678088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86780882021-12-18 Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk Lu, Ye Gentiluomo, Manuel Macauda, Angelica Gioffreda, Domenica Gazouli, Maria Petrone, Maria C. Kelemen, Dezső Ginocchi, Laura Morelli, Luca Papiris, Konstantinos Greenhalf, William Izbicki, Jakob R. Kiudelis, Vytautas Mohelníková-Duchoňová, Beatrice Bueno-de-Mesquita, Bas Vodicka, Pavel Brenner, Hermann Diener, Markus K. Pezzilli, Raffaele Ivanauskas, Audrius Salvia, Roberto Szentesi, Andrea Aoki, Mateus Nóbrega Németh, Balázs C. Sperti, Cosimo Jamroziak, Krzysztof Chammas, Roger Oliverius, Martin Archibugi, Livia Ermini, Stefano Novák, János Kupcinskas, Juozas Strouhal, Ondřej Souček, Pavel Cavestro, Giulia M. Milanetto, Anna C. Vanella, Giuseppe Neoptolemos, John P. Theodoropoulos, George E. van Laarhoven, Hanneke W. M. Mambrini, Andrea Moz, Stefania Kala, Zdenek Loveček, Martin Basso, Daniela Uzunoglu, Faik G. Hackert, Thilo Testoni, Sabrina G. G. Hlaváč, Viktor Andriulli, Angelo Lucchesi, Maurizio Tavano, Francesca Carrara, Silvia Hegyi, Péter Arcidiacono, Paolo G. Busch, Olivier R. Lawlor, Rita T. Puzzono, Marta Boggi, Ugo Guo, Feng Małecka-Panas, Ewa Capurso, Gabriele Landi, Stefano Talar-Wojnarowska, Renata Strobel, Oliver Gao, Xin Vashist, Yogesh Campa, Daniele Canzian, Federico Front Oncol Oncology Although 21 pancreatic cancer susceptibility loci have been identified in individuals of European ancestry through genome-wide association studies (GWASs), much of the heritability of pancreatic cancer risk remains unidentified. A recessive genetic model could be a powerful tool for identifying additional risk variants. To discover recessively inherited pancreatic cancer risk loci, we performed a re-analysis of the largest pancreatic cancer GWAS, the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4), including 8,769 cases and 7,055 controls of European ancestry. Six single nucleotide polymorphisms (SNPs) showed associations with pancreatic cancer risk according to a recessive model of inheritance. We replicated these variants in 3,212 cases and 3,470 controls collected from the PANcreatic Disease ReseArch (PANDoRA) consortium. The results of the meta-analyses confirmed that rs4626538 (7q32.2), rs7008921 (8p23.2) and rs147904962 (17q21.31) showed specific recessive effects (p<10(−5)) compared with the additive effects (p>10(−3)), although none of the six SNPs reached the conventional threshold for genome-wide significance (p < 5×10(−8)). Additional bioinformatic analysis explored the functional annotations of the SNPs and indicated a possible relationship between rs36018702 and expression of the BCL2L11 and BUB1 genes, which are known to be involved in pancreatic biology. Our findings, while not conclusive, indicate the importance of considering non-additive genetic models when performing GWAS analysis. The SNPs associated with pancreatic cancer in this study could be used for further meta-analysis for recessive association of SNPs and pancreatic cancer risk and might be a useful addiction to improve the performance of polygenic risk scores. Frontiers Media S.A. 2021-12-03 /pmc/articles/PMC8678088/ /pubmed/34926279 http://dx.doi.org/10.3389/fonc.2021.771312 Text en Copyright © 2021 Lu, Gentiluomo, Macauda, Gioffreda, Gazouli, Petrone, Kelemen, Ginocchi, Morelli, Papiris, Greenhalf, Izbicki, Kiudelis, Mohelníková-Duchoňová, Bueno-de-Mesquita, Vodicka, Brenner, Diener, Pezzilli, Ivanauskas, Salvia, Szentesi, Aoki, Németh, Sperti, Jamroziak, Chammas, Oliverius, Archibugi, Ermini, Novák, Kupcinskas, Strouhal, Souček, Cavestro, Milanetto, Vanella, Neoptolemos, Theodoropoulos, van Laarhoven, Mambrini, Moz, Kala, Loveček, Basso, Uzunoglu, Hackert, Testoni, Hlaváč, Andriulli, Lucchesi, Tavano, Carrara, Hegyi, Arcidiacono, Busch, Lawlor, Puzzono, Boggi, Guo, Małecka-Panas, Capurso, Landi, Talar-Wojnarowska, Strobel, Gao, Vashist, Campa and Canzian https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Lu, Ye Gentiluomo, Manuel Macauda, Angelica Gioffreda, Domenica Gazouli, Maria Petrone, Maria C. Kelemen, Dezső Ginocchi, Laura Morelli, Luca Papiris, Konstantinos Greenhalf, William Izbicki, Jakob R. Kiudelis, Vytautas Mohelníková-Duchoňová, Beatrice Bueno-de-Mesquita, Bas Vodicka, Pavel Brenner, Hermann Diener, Markus K. Pezzilli, Raffaele Ivanauskas, Audrius Salvia, Roberto Szentesi, Andrea Aoki, Mateus Nóbrega Németh, Balázs C. Sperti, Cosimo Jamroziak, Krzysztof Chammas, Roger Oliverius, Martin Archibugi, Livia Ermini, Stefano Novák, János Kupcinskas, Juozas Strouhal, Ondřej Souček, Pavel Cavestro, Giulia M. Milanetto, Anna C. Vanella, Giuseppe Neoptolemos, John P. Theodoropoulos, George E. van Laarhoven, Hanneke W. M. Mambrini, Andrea Moz, Stefania Kala, Zdenek Loveček, Martin Basso, Daniela Uzunoglu, Faik G. Hackert, Thilo Testoni, Sabrina G. G. Hlaváč, Viktor Andriulli, Angelo Lucchesi, Maurizio Tavano, Francesca Carrara, Silvia Hegyi, Péter Arcidiacono, Paolo G. Busch, Olivier R. Lawlor, Rita T. Puzzono, Marta Boggi, Ugo Guo, Feng Małecka-Panas, Ewa Capurso, Gabriele Landi, Stefano Talar-Wojnarowska, Renata Strobel, Oliver Gao, Xin Vashist, Yogesh Campa, Daniele Canzian, Federico Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title | Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title_full | Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title_fullStr | Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title_full_unstemmed | Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title_short | Identification of Recessively Inherited Genetic Variants Potentially Linked to Pancreatic Cancer Risk |
title_sort | identification of recessively inherited genetic variants potentially linked to pancreatic cancer risk |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8678088/ https://www.ncbi.nlm.nih.gov/pubmed/34926279 http://dx.doi.org/10.3389/fonc.2021.771312 |
work_keys_str_mv | AT luye identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT gentiluomomanuel identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT macaudaangelica identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT gioffredadomenica identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT gazoulimaria identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT petronemariac identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT kelemendezso identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT ginocchilaura identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT morelliluca identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT papiriskonstantinos identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT greenhalfwilliam identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT izbickijakobr identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT kiudelisvytautas identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT mohelnikovaduchonovabeatrice identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT buenodemesquitabas identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT vodickapavel identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT brennerhermann identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT dienermarkusk identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT pezzilliraffaele identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT ivanauskasaudrius identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT salviaroberto identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT szentesiandrea identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT aokimateusnobrega identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT nemethbalazsc identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT sperticosimo identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT jamroziakkrzysztof identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT chammasroger identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT oliveriusmartin identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT archibugilivia identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT erministefano identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT novakjanos identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT kupcinskasjuozas identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT strouhalondrej identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT soucekpavel identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT cavestrogiuliam identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT milanettoannac identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT vanellagiuseppe identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT neoptolemosjohnp identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT theodoropoulosgeorgee identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT vanlaarhovenhannekewm identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT mambriniandrea identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT mozstefania identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT kalazdenek identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT lovecekmartin identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT bassodaniela identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT uzunoglufaikg identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT hackertthilo identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT testonisabrinagg identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT hlavacviktor identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT andriulliangelo identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT lucchesimaurizio identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT tavanofrancesca identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT carrarasilvia identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT hegyipeter identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT arcidiaconopaolog identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT buscholivierr identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT lawlorritat identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT puzzonomarta identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT boggiugo identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT guofeng identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT małeckapanasewa identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT capursogabriele identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT landistefano identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT talarwojnarowskarenata identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT strobeloliver identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT gaoxin identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT vashistyogesh identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT campadaniele identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk AT canzianfederico identificationofrecessivelyinheritedgeneticvariantspotentiallylinkedtopancreaticcancerrisk |