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Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis
BACKGROUND: Ample evidence suggests an important role of the gut microbiome in liver cancer, but the causal relationship between gut microbiome and liver cancer is unclear. This study employed Mendelian randomization (MR) analysis to examine the causal relationship between the gut microbiome and liv...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544983/ https://www.ncbi.nlm.nih.gov/pubmed/37789851 http://dx.doi.org/10.3389/fmicb.2023.1255650 |
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author | Jiang, Hua Song, Tianjun Li, Zhongyi An, Lingxuan He, Chiyi Zheng, Kai |
author_facet | Jiang, Hua Song, Tianjun Li, Zhongyi An, Lingxuan He, Chiyi Zheng, Kai |
author_sort | Jiang, Hua |
collection | PubMed |
description | BACKGROUND: Ample evidence suggests an important role of the gut microbiome in liver cancer, but the causal relationship between gut microbiome and liver cancer is unclear. This study employed Mendelian randomization (MR) analysis to examine the causal relationship between the gut microbiome and liver cancer in European and East Asian populations. METHODS: We sourced genetic variants linked to gut microbiota from the MiBioGen consortium meta-analysis, and procured liver cancer genome-wide association study (GWAS) summary data from the FinnGen consortium and Biobank Japan. We employed the inverse variance weighted method for primary statistical analysis, fortified by several sensitivity analyses such as MR-PRESSO, MR-Egger regression, weighted median, weighted mode, and maximum likelihood methods for rigorous results. We also evaluated heterogeneity and horizontal pleiotropy. RESULTS: The study examined an extensive set of gut microbiota, including 131 genera, 35 families, 20 orders, 16 classes, and 9 phyla. In Europeans, ten gut microbiota types displayed a suggestive association with liver cancer (p < 0.05). Notably, Oscillospira and Mollicutes RF9 exhibited a statistically significant positive association with liver cancer risk, with odds ratios (OR) of 2.59 (95% CI 1.36–4.95) and 2.03 (95% CI 1.21–3.40), respectively, after adjusting for multiple testing. In East Asians, while six microbial types demonstrated suggestive associations with liver cancer, only Oscillibacter displayed a statistically significant positive association (OR = 1.56, 95% CI 1.11–2.19) with an FDR < 0.05. Sensitivity analyses reinforced these findings despite variations in p-values. CONCLUSION: This study provides evidence for a causal relationship between specific gut microbiota and liver cancer, enhancing the understanding of the role of the gut microbiome in liver cancer and may offer new avenues for preventive and therapeutic strategies. |
format | Online Article Text |
id | pubmed-10544983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105449832023-10-03 Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis Jiang, Hua Song, Tianjun Li, Zhongyi An, Lingxuan He, Chiyi Zheng, Kai Front Microbiol Microbiology BACKGROUND: Ample evidence suggests an important role of the gut microbiome in liver cancer, but the causal relationship between gut microbiome and liver cancer is unclear. This study employed Mendelian randomization (MR) analysis to examine the causal relationship between the gut microbiome and liver cancer in European and East Asian populations. METHODS: We sourced genetic variants linked to gut microbiota from the MiBioGen consortium meta-analysis, and procured liver cancer genome-wide association study (GWAS) summary data from the FinnGen consortium and Biobank Japan. We employed the inverse variance weighted method for primary statistical analysis, fortified by several sensitivity analyses such as MR-PRESSO, MR-Egger regression, weighted median, weighted mode, and maximum likelihood methods for rigorous results. We also evaluated heterogeneity and horizontal pleiotropy. RESULTS: The study examined an extensive set of gut microbiota, including 131 genera, 35 families, 20 orders, 16 classes, and 9 phyla. In Europeans, ten gut microbiota types displayed a suggestive association with liver cancer (p < 0.05). Notably, Oscillospira and Mollicutes RF9 exhibited a statistically significant positive association with liver cancer risk, with odds ratios (OR) of 2.59 (95% CI 1.36–4.95) and 2.03 (95% CI 1.21–3.40), respectively, after adjusting for multiple testing. In East Asians, while six microbial types demonstrated suggestive associations with liver cancer, only Oscillibacter displayed a statistically significant positive association (OR = 1.56, 95% CI 1.11–2.19) with an FDR < 0.05. Sensitivity analyses reinforced these findings despite variations in p-values. CONCLUSION: This study provides evidence for a causal relationship between specific gut microbiota and liver cancer, enhancing the understanding of the role of the gut microbiome in liver cancer and may offer new avenues for preventive and therapeutic strategies. Frontiers Media S.A. 2023-09-18 /pmc/articles/PMC10544983/ /pubmed/37789851 http://dx.doi.org/10.3389/fmicb.2023.1255650 Text en Copyright © 2023 Jiang, Song, Li, An, He and Zheng. 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 | Microbiology Jiang, Hua Song, Tianjun Li, Zhongyi An, Lingxuan He, Chiyi Zheng, Kai Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title | Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title_full | Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title_fullStr | Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title_full_unstemmed | Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title_short | Dissecting the association between gut microbiota and liver cancer in European and East Asian populations using Mendelian randomization analysis |
title_sort | dissecting the association between gut microbiota and liver cancer in european and east asian populations using mendelian randomization analysis |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544983/ https://www.ncbi.nlm.nih.gov/pubmed/37789851 http://dx.doi.org/10.3389/fmicb.2023.1255650 |
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