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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...

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Autores principales: 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
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
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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.
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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
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