Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data
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 associati...
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Published in | Frontiers in nutrition (Lausanne) Vol. 10; p. 1015046 |
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Abstract | 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.
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.
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;
< 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;
= 0.034). Sensitivity analyses also revealed consistent results. Genetically predicted vitamin B12 concentrations showed no significant association with liver enzymes.
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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AbstractList | 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.ObjectivesMany 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.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.MethodsTwo-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.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.ResultsGenetically 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.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.ConclusionThe 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. 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. 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. 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; < 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; = 0.034). Sensitivity analyses also revealed consistent results. Genetically predicted vitamin B12 concentrations showed no significant association with liver enzymes. 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. ObjectivesMany 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.MethodsTwo-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.ResultsGenetically 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.ConclusionThe 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. |
Author | Fu, Liwan Wang, Yuquan Hu, Yue-Qing |
AuthorAffiliation | 1 Center for Non-Communicable Disease Management, Beijing Children’s Hospital, National Center for Children’s Health, Capital Medical University , Beijing , China 3 Shanghai Center for Mathematical Sciences, Fudan University , Shanghai , China 2 State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute, Institute of Biostatistics, Fudan University , Shanghai , China |
AuthorAffiliation_xml | – name: 1 Center for Non-Communicable Disease Management, Beijing Children’s Hospital, National Center for Children’s Health, Capital Medical University , Beijing , China – name: 2 State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute, Institute of Biostatistics, Fudan University , Shanghai , China – name: 3 Shanghai Center for Mathematical Sciences, Fudan University , Shanghai , China |
Author_xml | – sequence: 1 givenname: Liwan surname: Fu fullname: Fu, Liwan – sequence: 2 givenname: Yuquan surname: Wang fullname: Wang, Yuquan – sequence: 3 givenname: Yue-Qing surname: Hu fullname: Hu, Yue-Qing |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36950332$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.4240/wjgs.v12.i6.269 10.1016/j.aohep.2019.04.007 10.1016/j.nut.2004.03.022 10.7554/elife.34408 10.1002/hep.28431 10.1111/eci.13895 10.2147/dmso.s205379 10.1002/hep.30251 10.1097/00042737-200411000-00005 10.3389/fgene.2021.654804 10.3390/nu12092867 10.1111/j.1440-1746.2005.03891.x 10.1002/gepi.21965 10.1007/s10620-008-0271-5 10.7861/clinmedicine.15-3-248 10.1590/s0004-2803.202100000-42 10.3389/fendo.2022.1037546 10.1111/jch.13737 10.1186/1475-2891-12-37 10.1002/sim.1186 10.1016/s0140-6736(20)32511-3 10.2310/JIM.0b013e31822a29f5 10.1016/j.ejim.2014.09.007 10.3390/nu14061224 10.3390/nu2030299 10.1084/jem.20060245 10.1038/s41588-018-0099-7 10.3390/jcm10051081 10.3390/nu10040440 10.1038/s41598-022-18195-8 10.1093/ije/dyv080 10.1016/j.livres.2021.03.004 10.1159/000348463 10.1002/sim.7221 10.1016/s2213-8587(14)70032-4 10.1038/s41416-021-01383-0 10.1016/S1665-2681(19)31488-7 10.1093/bioinformatics/btw613 10.1038/ejcn.2013.232 10.1186/s12916-021-01977-8 10.3109/09637486.2011.649249 10.1016/j.jand.2014.01.009 10.3389/fnut.2022.1048122 10.1371/journal.pgen.1003530 10.3389/fnut.2021.760985 10.1093/bioinformatics/btz469 10.4103/2008-7802.188083 10.1016/j.gene.2018.09.019 10.1186/s13073-020-00820-8 10.1201/b18084 10.1016/j.jhep.2020.04.003 10.1016/j.ajg.2019.01.008 10.1007/s11434-014-0722-7 10.1016/j.numecd.2022.03.030 10.1016/j.xcrm.2021.100437 10.3389/fgene.2022.791920 10.1214/19-AOS1866 |
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Keywords | liver enzymes non-alcoholic liver disease Mendelian randomization genome-wide association studies vitamin B12 concentrations |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Tianlin Gao, Qingdao University, China; Xiantong Zou, Peking University People's Hospital, China Edited by: Domenico Sergi, University of Ferrara, Italy This article was submitted to Clinical Nutrition, a section of the journal Frontiers in Nutrition |
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References | Zolfaghari (ref44) 2016; 7 Thiamin (ref41) 1998 Koplay (ref13) 2011; 59 Reid (ref5) 2004; 16 Yuan (ref30) 2021; 19 Hemani (ref40) 2018; 7 Fu (ref50) 2022; 9 Yuan (ref29) 2021; 124 Lyon (ref9) 2020; 12 Higgins (ref39) 2002; 21 Fu (ref49) 2022; 53 Burgess (ref24) 2015 Verbanck (ref38) 2018; 50 Mahamid (ref45) 2018; 10 Sazci (ref12) 2008; 53 Tayyem (ref43) 2019; 20 Fu (ref52) 2021; 12 Mani (ref58) 2015; 60 Kasapoglu (ref18) 2015; 15 Bowden (ref34) 2017; 36 Fu (ref51) 2022; 13 Bertol (ref20) 2020; 12 Powell (ref3) 2021; 397 Bowden (ref37) 2015; 44 Talari (ref55) 2022; 12 Zhao (ref36) 2020; 48 Da Silva (ref42) 2014; 114 Anstee (ref26) 2020; 73 Hirsch (ref11) 2005; 21 Kamat (ref31) 2019; 35 Polyzos (ref14) 2012; 11 Grarup (ref25) 2013; 9 Polyzos (ref15) 2012; 63 O'Leary (ref7) 2010; 2 Li (ref22) 2022; 14 Deshmukh (ref8) 2013; 74 Dennis (ref27) 2021; 13 Ghodsian (ref28) 2021; 2 Fu (ref46) 2022; 32 Raza (ref6) 2021; 5 Fu (ref47) 2019; 12 de Carvalho (ref16) 2013; 12 Leach (ref17) 2014; 25 Fu (ref48) 2019; 21 Moretti (ref19) 2019; 18 Fu (ref54) 2018; 679 Werge (ref57) 2021; 10 Younossi (ref2) 2016; 64 Jongstra-Bilen (ref32) 2006; 203 Bowden (ref35) 2016; 40 Yki-Järvinen (ref4) 2014; 2 Gulsen (ref10) 2005; 20 Liu (ref21) 2021; 8 Rush (ref56) 2014; 68 Fu (ref53) 2022; 13 Younossi (ref1) 2019; 69 Costa (ref23) 2021; 58 Zheng (ref33) 2017; 33 |
References_xml | – volume: 12 start-page: 269 year: 2020 ident: ref20 article-title: Role of micronutrients in staging of non-alcoholic fatty liver disease: a retrospective cross-sectional study publication-title: World J Gastrointest Surg doi: 10.4240/wjgs.v12.i6.269 – volume: 18 start-page: 563 year: 2019 ident: ref19 article-title: Non-alcoholic fatty liver disease and neurological defects publication-title: Ann Hepatol doi: 10.1016/j.aohep.2019.04.007 – volume: 21 start-page: 137 year: 2005 ident: ref11 article-title: Serum folate and homocysteine levels in obese females with non-alcoholic fatty liver publication-title: Nutrition doi: 10.1016/j.nut.2004.03.022 – volume: 7 start-page: e34408 year: 2018 ident: ref40 article-title: The MR-base platform supports systematic causal inference across the human phenome publication-title: elife doi: 10.7554/elife.34408 – volume: 64 start-page: 73 year: 2016 ident: ref2 article-title: Global epidemiology of non-alcoholic fatty liver disease-meta-analytic assessment of prevalence, incidence, and outcomes publication-title: Hepatology doi: 10.1002/hep.28431 – volume: 53 start-page: e13895 year: 2022 ident: ref49 article-title: Association between homocysteine and non-alcoholic fatty liver disease: Mendelian randomisation study publication-title: Eur J Clin Investig doi: 10.1111/eci.13895 – volume: 12 start-page: 1201 year: 2019 ident: ref47 article-title: Plausible relationship between homocysteine and obesity risk via MTHFR gene: a meta-analysis of 38,317 individuals implementing Mendelian randomization publication-title: Diabetes Metab Syndr Obes doi: 10.2147/dmso.s205379 – volume: 69 start-page: 2672 year: 2019 ident: ref1 article-title: Global perspectives on non-alcoholic fatty liver disease and non-alcoholic steatohepatitis publication-title: Hepatology doi: 10.1002/hep.30251 – volume: 16 start-page: 1117 year: 2004 ident: ref5 article-title: Evaluation and management of non-alcoholic steatohepatitis publication-title: Eur J Gastroenterol Hepatol doi: 10.1097/00042737-200411000-00005 – volume: 12 start-page: 654804 year: 2021 ident: ref52 article-title: A novel approach integrating hierarchical clustering and weighted combination for association study of multiple phenotypes and a genetic variant publication-title: Front Genet doi: 10.3389/fgene.2021.654804 – volume: 12 start-page: 2867 year: 2020 ident: ref9 article-title: B vitamins and one-carbon metabolism: implications in human health and disease publication-title: Nutrients doi: 10.3390/nu12092867 – volume: 20 start-page: 1448 year: 2005 ident: ref10 article-title: Elevated plasma homocysteine concentrations as a predictor of steatohepatitis in patients with non-alcoholic fatty liver disease publication-title: J Gastroenterol Hepatol doi: 10.1111/j.1440-1746.2005.03891.x – volume: 40 start-page: 304 year: 2016 ident: ref35 article-title: Consistent estimation in Mendelian randomization with some invalid instruments using a weighted median estimator publication-title: Genet Epidemiol doi: 10.1002/gepi.21965 – volume: 53 start-page: 3218 year: 2008 ident: ref12 article-title: Association of apolipoprotein E polymorphisms in patients with non-alcoholic steatohepatitis publication-title: Dig Dis Sci doi: 10.1007/s10620-008-0271-5 – volume: 15 start-page: 248 year: 2015 ident: ref18 article-title: MTHFR 677C/T and 1298A/C mutations and non-alcoholic fatty liver disease publication-title: Clin Med doi: 10.7861/clinmedicine.15-3-248 – volume: 58 start-page: 234 year: 2021 ident: ref23 article-title: Vitamin B12 and homocysteine levels in patients with NAFLD: a systematic review and metanalysis publication-title: Arq Gastroenterol doi: 10.1590/s0004-2803.202100000-42 – volume: 13 start-page: 1037546 year: 2022 ident: ref51 article-title: Inferring causal effects of homocysteine and B-vitamin concentrations on bone mineral density and fractures: Mendelian randomization analyses publication-title: Front Endocrinol doi: 10.3389/fendo.2022.1037546 – volume: 21 start-page: 1879 year: 2019 ident: ref48 article-title: Evidence on the causal link between homocysteine and hypertension from a meta-analysis of 40, 173 individuals implementing Mendelian randomization publication-title: J Clin Hypertens doi: 10.1111/jch.13737 – volume: 12 start-page: 37 year: 2013 ident: ref16 article-title: Plasmatic higher levels of homocysteine in non-alcoholic fatty liver disease (NAFLD) publication-title: Nutr J doi: 10.1186/1475-2891-12-37 – volume: 21 start-page: 1539 year: 2002 ident: ref39 article-title: Quantifying heterogeneity in a meta-analysis publication-title: Stat Med doi: 10.1002/sim.1186 – volume: 397 start-page: 2212 year: 2021 ident: ref3 article-title: Non-alcoholic fatty liver disease publication-title: Lancet doi: 10.1016/s0140-6736(20)32511-3 – volume: 59 start-page: 1137 year: 2011 ident: ref13 article-title: Association between serum vitamin B12 levels and the degree of steatosis in patients with non-alcoholic fatty liver disease publication-title: J Investig Med doi: 10.2310/JIM.0b013e31822a29f5 – volume: 25 start-page: 762 year: 2014 ident: ref17 article-title: Serum homocysteine levels, oxidative stress and cardiovascular risk in non-alcoholic steatohepatitis publication-title: Eur J Intern Med doi: 10.1016/j.ejim.2014.09.007 – volume: 14 start-page: 1224 year: 2022 ident: ref22 article-title: The association between non-alcoholic fatty liver disease (NAFLD) and advanced fibrosis with serological vitamin B12 markers: results from the NHANES 1999& ndash; 2004 publication-title: Nutrients doi: 10.3390/nu14061224 – volume: 2 start-page: 299 year: 2010 ident: ref7 article-title: Vitamin B12 in health and disease publication-title: Nutrients doi: 10.3390/nu2030299 – volume: 203 start-page: 2073 year: 2006 ident: ref32 article-title: Low-grade chronic inflammation in regions of the normal mouse arterial intima predisposed to atherosclerosis publication-title: J Exp Med doi: 10.1084/jem.20060245 – volume: 50 start-page: 693 year: 2018 ident: ref38 article-title: Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases publication-title: Nat Genet doi: 10.1038/s41588-018-0099-7 – volume: 10 start-page: 1081 year: 2021 ident: ref57 article-title: The role of the transsulfuration pathway in non-alcoholic fatty liver disease publication-title: J Clin Med doi: 10.3390/jcm10051081 – volume: 10 start-page: 440 year: 2018 ident: ref45 article-title: Folate and B12 levels correlate with histological severity in NASH patients publication-title: Nutrients doi: 10.3390/nu10040440 – volume: 12 start-page: 14047 year: 2022 ident: ref55 article-title: The effects of vitamin B12 supplementation on metabolic profile of patients with non-alcoholic fatty liver disease: a randomized controlled trial publication-title: Sci Rep doi: 10.1038/s41598-022-18195-8 – volume: 44 start-page: 512 year: 2015 ident: ref37 article-title: Mendelian randomization with invalid instruments: effect estimation and bias detection through egger regression publication-title: Int J Epidemiol doi: 10.1093/ije/dyv080 – volume: 5 start-page: 62 year: 2021 ident: ref6 article-title: Vitamins and non-alcoholic fatty liver disease: a molecular insight publication-title: Liver Res doi: 10.1016/j.livres.2021.03.004 – volume: 74 start-page: 145 year: 2013 ident: ref8 article-title: Influence of maternal vitamin B12 and folate on growth and insulin resistance in the offspring publication-title: Nestle Nutr Inst Workshop Ser doi: 10.1159/000348463 – volume: 36 start-page: 1783 year: 2017 ident: ref34 article-title: A framework for the investigation of pleiotropy in two-sample summary data Mendelian randomization publication-title: Stat Med doi: 10.1002/sim.7221 – volume: 2 start-page: 901 year: 2014 ident: ref4 article-title: Non-alcoholic fatty liver disease as a cause and a consequence of metabolic syndrome publication-title: Lancet Diabetes Endocrinol doi: 10.1016/s2213-8587(14)70032-4 – volume: 124 start-page: 1997 year: 2021 ident: ref29 article-title: Genetically predicted circulating B vitamins in relation to digestive system cancers publication-title: Br J Cancer doi: 10.1038/s41416-021-01383-0 – volume: 11 start-page: 68 year: 2012 ident: ref14 article-title: Serum homocysteine levels in patients with non-alcoholic fatty liver disease publication-title: Ann Hepatol doi: 10.1016/S1665-2681(19)31488-7 – volume: 33 start-page: 272 year: 2017 ident: ref33 article-title: LD hub: a centralized database and web interface to perform LD score regression that maximizes the potential of summary level GWAS data for SNP heritability and genetic correlation analysis publication-title: Bioinformatics doi: 10.1093/bioinformatics/btw613 – volume: 68 start-page: 2 year: 2014 ident: ref56 article-title: Vitamin B12: one carbon metabolism, fetal growth and programming for chronic disease publication-title: Eur J Clin Nutr doi: 10.1038/ejcn.2013.232 – volume: 19 start-page: 97 year: 2021 ident: ref30 article-title: Homocysteine, B vitamins, and cardiovascular disease: a Mendelian randomization study publication-title: BMC Med doi: 10.1186/s12916-021-01977-8 – volume: 63 start-page: 659 year: 2012 ident: ref15 article-title: Serum vitamin B12 and folate levels in patients with non-alcoholic fatty liver disease publication-title: Int J Food Sci Nutr doi: 10.3109/09637486.2011.649249 – volume: 114 start-page: 1181 year: 2014 ident: ref42 article-title: A cross-sectional study assessing dietary intake and physical activity in Canadian patients with non-alcoholic fatty liver disease vs healthy controls publication-title: J Acad Nutr Diet doi: 10.1016/j.jand.2014.01.009 – volume: 9 start-page: 1048122 year: 2022 ident: ref50 article-title: Causal effects of B vitamins and homocysteine on obesity and musculoskeletal diseases: a Mendelian randomization study publication-title: Front Nutr doi: 10.3389/fnut.2022.1048122 – volume: 9 start-page: e1003530 year: 2013 ident: ref25 article-title: Genetic architecture of vitamin B12 and folate levels uncovered applying deeply sequenced large datasets publication-title: PLoS Genet doi: 10.1371/journal.pgen.1003530 – volume: 8 start-page: 760985 year: 2021 ident: ref21 article-title: Clinical relevance of vitamins and carotenoids with liver steatosis and fibrosis detected by transient Elastography in adults publication-title: Front Nutr doi: 10.3389/fnut.2021.760985 – volume: 35 start-page: 4851 year: 2019 ident: ref31 article-title: Pheno scanner V2: an expanded tool for searching human genotype-phenotype associations publication-title: Bioinformatics doi: 10.1093/bioinformatics/btz469 – volume: 7 start-page: 98 year: 2016 ident: ref44 article-title: Intake of nutrients, fiber, and sugar in patients with non-alcoholic fatty liver disease in comparison to healthy individuals publication-title: Int J Prev Med doi: 10.4103/2008-7802.188083 – volume: 679 start-page: 320 year: 2018 ident: ref54 article-title: Gene-gene interactions and associations of six hypertension related single nucleotide polymorphisms with obesity risk in a Chinese children population publication-title: Gene doi: 10.1016/j.gene.2018.09.019 – volume: 13 start-page: 6 year: 2021 ident: ref27 article-title: Clinical laboratory test-wide association scan of polygenic scores identifies biomarkers of complex disease publication-title: Genome Med doi: 10.1186/s13073-020-00820-8 – volume-title: Mendelian randomization: Methods for using genetic variants in causal estimation year: 2015 ident: ref24 doi: 10.1201/b18084 – volume: 73 start-page: 505 year: 2020 ident: ref26 article-title: Genome-wide association study of non-alcoholic fatty liver and steatohepatitis in a histologically characterised cohort publication-title: J Hepatol doi: 10.1016/j.jhep.2020.04.003 – volume: 20 start-page: 44 year: 2019 ident: ref43 article-title: Relationship between lifestyle factors and nutritional status and non-alcoholic fatty liver disease among a group of adult Jordanians publication-title: Arab J Gastroenterol doi: 10.1016/j.ajg.2019.01.008 – volume: 60 start-page: 336 year: 2015 ident: ref58 article-title: Deficiency of cystathionine gamma-lyase and hepatic cholesterol accumulation during mouse fatty liver development publication-title: Sci Bull doi: 10.1007/s11434-014-0722-7 – volume: 32 start-page: 1753 year: 2022 ident: ref46 article-title: Distinct causal effects of body fat distribution on cardiometabolic traits among children: findings from the BCAMS study publication-title: Nutr Metab Cardiovasc Dis doi: 10.1016/j.numecd.2022.03.030 – volume: 2 start-page: 100437 year: 2021 ident: ref28 article-title: Electronic health record-based genome-wide meta-analysis provides insights on the genetic architecture of non-alcoholic fatty liver disease publication-title: Cell Rep Med doi: 10.1016/j.xcrm.2021.100437 – volume: 13 start-page: 791920 year: 2022 ident: ref53 article-title: A novel hierarchical clustering approach for joint analysis of multiple phenotypes uncovers obesity variants based on ARIC publication-title: Front Genet doi: 10.3389/fgene.2022.791920 – volume: 48 start-page: 28 year: 2020 ident: ref36 article-title: Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score publication-title: Ann Stat doi: 10.1214/19-AOS1866 – volume-title: Dietary reference intakes for Thiamin, riboflavin, niacin, vitamin B6, folate, vitamin B12, pantothenic acid, biotin, and choline year: 1998 ident: ref41 |
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Title | Bi-directional causal effect between vitamin B12 and non-alcoholic fatty liver disease: Inferring from large population data |
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