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Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data

OBJECTIVES: Many observational studies evaluate the association between vitamin B12 and non-alcoholic fatty liver disease (NAFLD). However, the causality of this association remains uncertain, especially in European populations. We conducted a bidirectional Mendelian randomization study to explore t...

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Autores principales: Fu, Liwan, Wang, Yuquan, Hu, Yue-Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025356/
https://www.ncbi.nlm.nih.gov/pubmed/36950332
http://dx.doi.org/10.3389/fnut.2023.1015046
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author Fu, Liwan
Wang, Yuquan
Hu, Yue-Qing
author_facet Fu, Liwan
Wang, Yuquan
Hu, Yue-Qing
author_sort Fu, Liwan
collection PubMed
description OBJECTIVES: Many observational studies evaluate the association between vitamin B12 and non-alcoholic fatty liver disease (NAFLD). However, the causality of this association remains uncertain, especially in European populations. We conducted a bidirectional Mendelian randomization study to explore the association between vitamin B12 and NAFLD. METHODS: Two-sample Mendelian randomization study was conducted. Summary statistics for vitamin B12 were acquired from a genome-wide association studies (GWAS) meta-analysis including 45,576 subjects. Summary-level data for NAFLD was obtained from a GWAS meta-analysis of 8,434 cases and 770,180 non-cases and another GWAS meta-analysis of 1,483 cases and 17,781 non-cases. Summary-level data for 4 enzymes including alkaline phosphatase (ALP), alanine aminotransferase (ALT), aspartate aminotransferase (AST), and gamma glutamyltransferase (GGT), was available from the UK Biobank. Inverse variance weighting (as main analysis), weighted median estimate, robust adjusted profile score, MR-Egger, and MR-PRESSO (sensitivity analyses) were performed to calculate causal estimates. RESULTS: Genetically predicted higher vitamin B12 concentrations were consistently associated with an increased NAFLD in two sources. The combined odds ratio (OR) of NAFLD was 1.30 (95% confidence interval (CI), 1.13 to 1.48; p < 0.001) per SD-increase in vitamin B12 concentrations. Genetic liability to NAFLD was also positively associated with vitamin B12 concentrations (Beta 0.08, 95%CI, 0.01 to 0.16; p = 0.034). Sensitivity analyses also revealed consistent results. Genetically predicted vitamin B12 concentrations showed no significant association with liver enzymes. CONCLUSION: The present study indicates that increased serum vitamin B12 concentrations may play a role in NAFLD risk. NAFLD also has a causal impact on elevated vitamin B12 concentrations in the circulation. Notably, vitamin B12 concentrations imply the levels of vitamin B12 in the circulation, and higher intake of vitamin B12 may not directly lead to higher levels of serum vitamin B12, instead the higher levels of vitamin B12 in the circulation may be caused by the dysregulation of the metabolism of this vitamin in this study. There exist bidirectional causal effects between serum vitamin B12 concentrations and risk of NAFLD in European individuals.
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spelling pubmed-100253562023-03-21 Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data Fu, Liwan Wang, Yuquan Hu, Yue-Qing Front Nutr Nutrition OBJECTIVES: Many observational studies evaluate the association between vitamin B12 and non-alcoholic fatty liver disease (NAFLD). However, the causality of this association remains uncertain, especially in European populations. We conducted a bidirectional Mendelian randomization study to explore the association between vitamin B12 and NAFLD. METHODS: Two-sample Mendelian randomization study was conducted. Summary statistics for vitamin B12 were acquired from a genome-wide association studies (GWAS) meta-analysis including 45,576 subjects. Summary-level data for NAFLD was obtained from a GWAS meta-analysis of 8,434 cases and 770,180 non-cases and another GWAS meta-analysis of 1,483 cases and 17,781 non-cases. Summary-level data for 4 enzymes including alkaline phosphatase (ALP), alanine aminotransferase (ALT), aspartate aminotransferase (AST), and gamma glutamyltransferase (GGT), was available from the UK Biobank. Inverse variance weighting (as main analysis), weighted median estimate, robust adjusted profile score, MR-Egger, and MR-PRESSO (sensitivity analyses) were performed to calculate causal estimates. RESULTS: Genetically predicted higher vitamin B12 concentrations were consistently associated with an increased NAFLD in two sources. The combined odds ratio (OR) of NAFLD was 1.30 (95% confidence interval (CI), 1.13 to 1.48; p < 0.001) per SD-increase in vitamin B12 concentrations. Genetic liability to NAFLD was also positively associated with vitamin B12 concentrations (Beta 0.08, 95%CI, 0.01 to 0.16; p = 0.034). Sensitivity analyses also revealed consistent results. Genetically predicted vitamin B12 concentrations showed no significant association with liver enzymes. CONCLUSION: The present study indicates that increased serum vitamin B12 concentrations may play a role in NAFLD risk. NAFLD also has a causal impact on elevated vitamin B12 concentrations in the circulation. Notably, vitamin B12 concentrations imply the levels of vitamin B12 in the circulation, and higher intake of vitamin B12 may not directly lead to higher levels of serum vitamin B12, instead the higher levels of vitamin B12 in the circulation may be caused by the dysregulation of the metabolism of this vitamin in this study. There exist bidirectional causal effects between serum vitamin B12 concentrations and risk of NAFLD in European individuals. Frontiers Media S.A. 2023-03-06 /pmc/articles/PMC10025356/ /pubmed/36950332 http://dx.doi.org/10.3389/fnut.2023.1015046 Text en Copyright © 2023 Fu, Wang and Hu. 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 Nutrition
Fu, Liwan
Wang, Yuquan
Hu, Yue-Qing
Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title_full Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title_fullStr Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title_full_unstemmed Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title_short Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
title_sort bi-directional causal effect between vitamin b12 and non-alcoholic fatty liver disease: inferring from large population data
topic Nutrition
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025356/
https://www.ncbi.nlm.nih.gov/pubmed/36950332
http://dx.doi.org/10.3389/fnut.2023.1015046
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