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Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study
BACKGROUND: The pathogenesis of pancreatitis involves diverse environmental risk factors, some of which have not yet been clearly elucidated. This study systematically investigated the causal effects of genetically predicted modifiable risk factors on pancreatitis using the Mendelian randomization (...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043332/ https://www.ncbi.nlm.nih.gov/pubmed/36999014 http://dx.doi.org/10.3389/fimmu.2023.1091780 |
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author | Mao, Xiaotong Mao, Shenghan Sun, Hongxin Huang, Fuquan Wang, Yuanchen Zhang, Deyu Wang, Qiwen Li, Zhaoshen Zou, Wenbin Liao, Zhuan |
author_facet | Mao, Xiaotong Mao, Shenghan Sun, Hongxin Huang, Fuquan Wang, Yuanchen Zhang, Deyu Wang, Qiwen Li, Zhaoshen Zou, Wenbin Liao, Zhuan |
author_sort | Mao, Xiaotong |
collection | PubMed |
description | BACKGROUND: The pathogenesis of pancreatitis involves diverse environmental risk factors, some of which have not yet been clearly elucidated. This study systematically investigated the causal effects of genetically predicted modifiable risk factors on pancreatitis using the Mendelian randomization (MR) approach. METHODS: Genetic variants associated with 30 exposure factors were obtained from genome-wide association studies. Summary-level statistical data for acute pancreatitis (AP), chronic pancreatitis (CP), alcohol-induced AP (AAP) and alcohol-induced CP (ACP) were obtained from FinnGen consortia. Univariable and multivariable MR analyses were performed to identify causal risk factors for pancreatitis. RESULTS: Genetic predisposition to smoking (OR = 1.314, P = 0.021), cholelithiasis (OR = 1.365, P = 1.307E-19) and inflammatory bowel disease (IBD) (OR = 1.063, P = 0.008) as well as higher triglycerides (OR = 1.189, P = 0.016), body mass index (BMI) (OR = 1.335, P = 3.077E-04), whole body fat mass (OR = 1.291, P = 0.004) and waist circumference (OR = 1.466, P = 0.011) were associated with increased risk of AP. The effect of obesity traits on AP was attenuated after correcting for cholelithiasis. Genetically-driven smoking (OR = 1.595, P = 0.005), alcohol consumption (OR = 3.142, P = 0.020), cholelithiasis (OR = 1.180, P = 0.001), autoimmune diseases (OR = 1.123, P = 0.008), IBD (OR = 1.066, P = 0.042), type 2 diabetes (OR = 1.121, P = 0.029), and higher serum calcium (OR = 1.933, P = 0.018), triglycerides (OR = 1.222, P = 0.021) and waist-to-hip ratio (OR = 1.632, P = 0.023) increased the risk of CP. Cholelithiasis, triglycerides and the waist-to-hip ratio remained significant predictors in the multivariable MR. Genetically predicted alcohol drinking was associated with increased risk of AAP (OR = 15.045, P = 0.001) and ACP (OR = 6.042, P = 0.014). After adjustment of alcohol drinking, genetic liability to IBD had a similar significant causal effect on AAP (OR = 1.137, P = 0.049), while testosterone (OR = 0.270, P = 0.002) a triglyceride (OR = 1.610, P = 0.001) and hip circumference (OR = 0.648, P = 0.040) were significantly associated with ACP. Genetically predicted higher education and household income levels could lower the risk of pancreatitis. CONCLUSIONS: This MR study provides evidence of complex causal associations between modifiable risk factors and pancreatitis. These findings provide new insights into potential therapeutic and prevention strategies. |
format | Online Article Text |
id | pubmed-10043332 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100433322023-03-29 Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study Mao, Xiaotong Mao, Shenghan Sun, Hongxin Huang, Fuquan Wang, Yuanchen Zhang, Deyu Wang, Qiwen Li, Zhaoshen Zou, Wenbin Liao, Zhuan Front Immunol Immunology BACKGROUND: The pathogenesis of pancreatitis involves diverse environmental risk factors, some of which have not yet been clearly elucidated. This study systematically investigated the causal effects of genetically predicted modifiable risk factors on pancreatitis using the Mendelian randomization (MR) approach. METHODS: Genetic variants associated with 30 exposure factors were obtained from genome-wide association studies. Summary-level statistical data for acute pancreatitis (AP), chronic pancreatitis (CP), alcohol-induced AP (AAP) and alcohol-induced CP (ACP) were obtained from FinnGen consortia. Univariable and multivariable MR analyses were performed to identify causal risk factors for pancreatitis. RESULTS: Genetic predisposition to smoking (OR = 1.314, P = 0.021), cholelithiasis (OR = 1.365, P = 1.307E-19) and inflammatory bowel disease (IBD) (OR = 1.063, P = 0.008) as well as higher triglycerides (OR = 1.189, P = 0.016), body mass index (BMI) (OR = 1.335, P = 3.077E-04), whole body fat mass (OR = 1.291, P = 0.004) and waist circumference (OR = 1.466, P = 0.011) were associated with increased risk of AP. The effect of obesity traits on AP was attenuated after correcting for cholelithiasis. Genetically-driven smoking (OR = 1.595, P = 0.005), alcohol consumption (OR = 3.142, P = 0.020), cholelithiasis (OR = 1.180, P = 0.001), autoimmune diseases (OR = 1.123, P = 0.008), IBD (OR = 1.066, P = 0.042), type 2 diabetes (OR = 1.121, P = 0.029), and higher serum calcium (OR = 1.933, P = 0.018), triglycerides (OR = 1.222, P = 0.021) and waist-to-hip ratio (OR = 1.632, P = 0.023) increased the risk of CP. Cholelithiasis, triglycerides and the waist-to-hip ratio remained significant predictors in the multivariable MR. Genetically predicted alcohol drinking was associated with increased risk of AAP (OR = 15.045, P = 0.001) and ACP (OR = 6.042, P = 0.014). After adjustment of alcohol drinking, genetic liability to IBD had a similar significant causal effect on AAP (OR = 1.137, P = 0.049), while testosterone (OR = 0.270, P = 0.002) a triglyceride (OR = 1.610, P = 0.001) and hip circumference (OR = 0.648, P = 0.040) were significantly associated with ACP. Genetically predicted higher education and household income levels could lower the risk of pancreatitis. CONCLUSIONS: This MR study provides evidence of complex causal associations between modifiable risk factors and pancreatitis. These findings provide new insights into potential therapeutic and prevention strategies. Frontiers Media S.A. 2023-03-14 /pmc/articles/PMC10043332/ /pubmed/36999014 http://dx.doi.org/10.3389/fimmu.2023.1091780 Text en Copyright © 2023 Mao, Mao, Sun, Huang, Wang, Zhang, Wang, Li, Zou and Liao 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 | Immunology Mao, Xiaotong Mao, Shenghan Sun, Hongxin Huang, Fuquan Wang, Yuanchen Zhang, Deyu Wang, Qiwen Li, Zhaoshen Zou, Wenbin Liao, Zhuan Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title | Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title_full | Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title_fullStr | Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title_full_unstemmed | Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title_short | Causal associations between modifiable risk factors and pancreatitis: A comprehensive Mendelian randomization study |
title_sort | causal associations between modifiable risk factors and pancreatitis: a comprehensive mendelian randomization study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10043332/ https://www.ncbi.nlm.nih.gov/pubmed/36999014 http://dx.doi.org/10.3389/fimmu.2023.1091780 |
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