Gut microbiota and blood metabolites: unveiling their roles in hippocampal volume changes through Mendelian randomization and mediation analysis
- PMID: 40220127
- DOI: 10.1007/s11011-025-01611-z
Gut microbiota and blood metabolites: unveiling their roles in hippocampal volume changes through Mendelian randomization and mediation analysis
Abstract
Changes in hippocampal volume (HV) are linked to various neuropsychiatric disorders. Observational studies suggest associations of gut microbiota (GM) and blood metabolites (BM) with changes in HV; however, their causal relationships remain unclear. We aimed to use Mendelian randomization (MR) to investigate the causal associations of GM and BM with changes in HV and to explore the potential mediating role of BM. Using two-sample MR (TSMR) analysis, we examined 412 GM traits and 1,400 BM traits with a focus on their causal relationships with age-independent/dependent longitudinal changes in HV, primarily using the inverse variance weighted method. Furthermore, we explored the mediating role of BM through a two-step MR design. We identified 44 GM traits and 175 BM traits having nominally significant causal associations with age-independent/dependent longitudinal changes in HV. In addition, the glycine-to-pyridoxal ratio (mediation proportion: 7.38%) and the phosphate-to-citrate ratio (mediation proportion: 12.55%) mediated the effect of the pathway of L-arginine degradation II on the reduction of age-independent longitudinal changes in HV. Our study reveals the causal effects of GM and BM on longitudinal changes in HV and identifies BM traits with mediating roles. These findings offer valuable insights for the prevention and treatment of the related neuropsychiatric disorders.
Keywords: Blood metabolites; Gut microbiota; Hippocampal volume; Longitudinal changes; Mendelian randomization.
© 2025. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
Conflict of interest statement
Declarations. Institutional review board statement: All GWAS data analyzed in this study were publicly available. No separate ethical approval was required. Informed consent: Not applicable. Competing interests: The authors declare no competing interests.
Similar articles
-
Effect of the gut microbiome, plasma metabolome, peripheral cells, and inflammatory cytokines on obesity: a bidirectional two-sample Mendelian randomization study and mediation analysis.Front Immunol. 2024 Mar 15;15:1348347. doi: 10.3389/fimmu.2024.1348347. eCollection 2024. Front Immunol. 2024. PMID: 38558794 Free PMC article.
-
Genetic prediction of blood metabolites mediating the relationship between gut microbiota and postpartum depression: A mendelian randomization study.J Psychiatr Res. 2025 Jan;181:614-622. doi: 10.1016/j.jpsychires.2024.12.025. Epub 2024 Dec 22. J Psychiatr Res. 2025. PMID: 39740617
-
Causal relationship between gut microbiota, lipids, and neuropsychiatric disorders: A Mendelian randomization mediation study.J Affect Disord. 2025 Jun 15;379:19-35. doi: 10.1016/j.jad.2025.02.091. Epub 2025 Mar 4. J Affect Disord. 2025. PMID: 40049531
-
Causal relationships between gut microbiota, plasma metabolites, and HIV infection: insights from Mendelian randomization and mediation analysis.Virol J. 2024 Aug 30;21(1):204. doi: 10.1186/s12985-024-02480-1. Virol J. 2024. PMID: 39215321 Free PMC article.
-
Plasma proteins, circulating metabolites mediate causal inference studies on the effect of gut bacteria on the risk of osteoporosis development.Ageing Res Rev. 2024 Nov;101:102479. doi: 10.1016/j.arr.2024.102479. Epub 2024 Aug 28. Ageing Res Rev. 2024. PMID: 39214170 Review.
References
-
- (2022) COVAX delivers its 1 billionth COVID-19 vaccine doseCOVID-19 pandemic triggers 25% increase in prevalence of anxiety and depression worldwide. Saudi Med J 43:438–439
-
- (2023) Alzheimer’s disease facts and figures. Alzheimers Dement 19:1598–1695. https://doi.org/10.1002/alz.13016
-
- Abdollahiyan S, Nabavi-Rad A, Keshavarz Azizi Raftar S et al (2023) Characterization of gut Microbiome composition in Iranian patients with nonalcoholic fatty liver disease and nonalcoholic steatohepatitis. Sci Rep 13:20584. https://doi.org/10.1038/s41598-023-47905-z - DOI - PubMed - PMC
-
- Abecasis GR, Altshuler D, Auton A et al (2010) A map of human genome variation from population-scale sequencing. Nature 467:1061–1073. https://doi.org/10.1038/nature09534 - DOI - PubMed
-
- Aljumaah MR, Bhatia U, Roach J, Gunstad J, Azcarate Peril MA (2022) The gut microbiome, mild cognitive impairment, and probiotics: A randomized clinical trial in middle-aged and older adults. Clin Nutr 41:2565–2576. https://doi.org/10.1016/j.clnu.2022.09.012 - DOI - PubMed
MeSH terms
Grants and funding
- Z20170078/Guangxi Zhuang Autonomous Region Health and Family Planning Commission Self-raised Funds
- GXZYZ20210513/Guangxi Zhuang Autonomous Region Traditional Chinese Medicine Administration Self-raised Funds
- 2022JJA140239/General Project of Guangxi Natural Science Foundation (Joint Special Project for Regional High incidence Disease Research)
- Z-A20230600/Guangxi Zhuang Autonomous Region Western medicine Medicine Administration Self-raised Funds
LinkOut - more resources
Full Text Sources