Cargando…

The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study

BACKGROUND: The gut microbiota has emerged as an intriguing and potentially influential factor in regulating bone health. However, the causal effect of the gut microbiota on bone mineral density (BMD) appears to differ throughout various life stages. METHODS: We conducted a Mendelian randomization (...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Ying, Zhang, Xuejian, Tang, Guangjun, Deng, Pin, Qin, Yuyan, Han, Jinglu, Wang, Shulong, Sun, Xiaojie, Li, Dongxiao, Chen, Zhaojun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625988/
https://www.ncbi.nlm.nih.gov/pubmed/37937216
http://dx.doi.org/10.3389/fmicb.2023.1268935
_version_ 1785131248997367808
author Wang, Ying
Zhang, Xuejian
Tang, Guangjun
Deng, Pin
Qin, Yuyan
Han, Jinglu
Wang, Shulong
Sun, Xiaojie
Li, Dongxiao
Chen, Zhaojun
author_facet Wang, Ying
Zhang, Xuejian
Tang, Guangjun
Deng, Pin
Qin, Yuyan
Han, Jinglu
Wang, Shulong
Sun, Xiaojie
Li, Dongxiao
Chen, Zhaojun
author_sort Wang, Ying
collection PubMed
description BACKGROUND: The gut microbiota has emerged as an intriguing and potentially influential factor in regulating bone health. However, the causal effect of the gut microbiota on bone mineral density (BMD) appears to differ throughout various life stages. METHODS: We conducted a Mendelian randomization (MR) analysis to investigate the potential causal relationship between gut microbiota and BMD in five distinct age groups: 0–15, 15–30, 30–45, 45–60, and 60 years and older. The analysis employed three different methods, namely MR-Egger, weighted median, and Inverse-variance weighting, to ensure the robustness of our findings, a series of sensitivity analyses were also conducted, such as horizontal pleiotropy tests, heterogeneity tests, and leave-one-out sensitivity tests. RESULTS: In the age group of 0–15 years, Eubacterium_fissicatena_group and Eubacterium_hallii_group were identified as risk factors for BMD. During the 15–30 age group, Phascolarctobacterium, Roseburia, and Ruminococcaceae_UCG_003 were found to be protective factors for BMD. In the 30–45 age group, Lachnospira genus demonstrated a protective effect on BMD, while Barnesiella and Lactococcus were identified as risk factors for BMD. Moving on to the 45–60 age group, Eubacterium_ventriosum_group, Lachnospiraceae_UCG_004, and Subdoligranulum were observed to be protective factors for BMD, while Eubacterium_coprostanoligenes_group, Fusicatenibacter, and Lactococcus were associated with an increased risk of BMD. In individuals aged 60 years and older, Fusicatenibacter and Ruminococcaceae_UCG_002 were also noted as risk factors for BMD. Conversely, Eubacterium_ruminantium_group, Ruminococcus_gauvreauii_group, Alistipes, and Coprococcus_3 were found to be protective factors for BMD, whereas Barnesiella and Sellimonas were identified as risk factors for BMD. CONCLUSION: A robust causal relationship between gut microbiota and bone mineral density (BMD) exists throughout all stages of life, with Firmicutes phylum being the primary group associated with BMD across age groups. Gut microbiota linked with BMD primarily belong to the Firmicutes phylum across age groups. The diversity of gut microbiota phyla associated with BMD depicts relatively stable patterns during the ages of 0–45 years. However, for individuals aged 45 years and above, there is an observed increase in the number of gut microbiota species linked with BMD, and by the age of 60 years, a trend toward an increase in the Bacteroidetes phylum categories is proposed.
format Online
Article
Text
id pubmed-10625988
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-106259882023-11-07 The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study Wang, Ying Zhang, Xuejian Tang, Guangjun Deng, Pin Qin, Yuyan Han, Jinglu Wang, Shulong Sun, Xiaojie Li, Dongxiao Chen, Zhaojun Front Microbiol Microbiology BACKGROUND: The gut microbiota has emerged as an intriguing and potentially influential factor in regulating bone health. However, the causal effect of the gut microbiota on bone mineral density (BMD) appears to differ throughout various life stages. METHODS: We conducted a Mendelian randomization (MR) analysis to investigate the potential causal relationship between gut microbiota and BMD in five distinct age groups: 0–15, 15–30, 30–45, 45–60, and 60 years and older. The analysis employed three different methods, namely MR-Egger, weighted median, and Inverse-variance weighting, to ensure the robustness of our findings, a series of sensitivity analyses were also conducted, such as horizontal pleiotropy tests, heterogeneity tests, and leave-one-out sensitivity tests. RESULTS: In the age group of 0–15 years, Eubacterium_fissicatena_group and Eubacterium_hallii_group were identified as risk factors for BMD. During the 15–30 age group, Phascolarctobacterium, Roseburia, and Ruminococcaceae_UCG_003 were found to be protective factors for BMD. In the 30–45 age group, Lachnospira genus demonstrated a protective effect on BMD, while Barnesiella and Lactococcus were identified as risk factors for BMD. Moving on to the 45–60 age group, Eubacterium_ventriosum_group, Lachnospiraceae_UCG_004, and Subdoligranulum were observed to be protective factors for BMD, while Eubacterium_coprostanoligenes_group, Fusicatenibacter, and Lactococcus were associated with an increased risk of BMD. In individuals aged 60 years and older, Fusicatenibacter and Ruminococcaceae_UCG_002 were also noted as risk factors for BMD. Conversely, Eubacterium_ruminantium_group, Ruminococcus_gauvreauii_group, Alistipes, and Coprococcus_3 were found to be protective factors for BMD, whereas Barnesiella and Sellimonas were identified as risk factors for BMD. CONCLUSION: A robust causal relationship between gut microbiota and bone mineral density (BMD) exists throughout all stages of life, with Firmicutes phylum being the primary group associated with BMD across age groups. Gut microbiota linked with BMD primarily belong to the Firmicutes phylum across age groups. The diversity of gut microbiota phyla associated with BMD depicts relatively stable patterns during the ages of 0–45 years. However, for individuals aged 45 years and above, there is an observed increase in the number of gut microbiota species linked with BMD, and by the age of 60 years, a trend toward an increase in the Bacteroidetes phylum categories is proposed. Frontiers Media S.A. 2023-10-23 /pmc/articles/PMC10625988/ /pubmed/37937216 http://dx.doi.org/10.3389/fmicb.2023.1268935 Text en Copyright © 2023 Wang, Zhang, Tang, Deng, Qin, Han, Wang, Sun, Li and Chen. 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
Wang, Ying
Zhang, Xuejian
Tang, Guangjun
Deng, Pin
Qin, Yuyan
Han, Jinglu
Wang, Shulong
Sun, Xiaojie
Li, Dongxiao
Chen, Zhaojun
The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title_full The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title_fullStr The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title_full_unstemmed The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title_short The causal relationship between gut microbiota and bone mineral density: a Mendelian randomization study
title_sort causal relationship between gut microbiota and bone mineral density: a mendelian randomization study
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625988/
https://www.ncbi.nlm.nih.gov/pubmed/37937216
http://dx.doi.org/10.3389/fmicb.2023.1268935
work_keys_str_mv AT wangying thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT zhangxuejian thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT tangguangjun thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT dengpin thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT qinyuyan thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT hanjinglu thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT wangshulong thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT sunxiaojie thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT lidongxiao thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT chenzhaojun thecausalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT wangying causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT zhangxuejian causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT tangguangjun causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT dengpin causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT qinyuyan causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT hanjinglu causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT wangshulong causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT sunxiaojie causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT lidongxiao causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy
AT chenzhaojun causalrelationshipbetweengutmicrobiotaandbonemineraldensityamendelianrandomizationstudy