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Influence of angiotensin II on the gut microbiome: modest effects in comparison to experimental factors

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posted on 2024-09-11, 01:00 authored by Rikeish Muralitharan, Michael E Nakai, Matthew Snelson, Tenghao Zheng, Evany Dinakis, Liang Xie, Hamdi Jama, Madeleine Paterson, Waled Shihata, Flavia WassefFlavia Wassef, Antony VinhAntony Vinh, Grant DrummondGrant Drummond, David M Kaye, Charles R Mackay, Francine Z Marques
Aims: Animal models are regularly used to test the role of the gut microbiome in hypertension. Small-scale pre-clinical studies have investigated changes to the gut microbiome in the angiotensin II hypertensive model. However, the gut microbiome is influenced by internal and external experimental factors, which are not regularly considered in the study design. Once these factors are accounted for, it is unclear if microbiome signatures are reproduceable. We aimed to determine the influence of angiotensin II treatment on the gut microbiome using a large and diverse cohort of mice and to quantify the magnitude by which other factors contribute to microbiome variations. Methods and results: We conducted a retrospective study to establish a diverse mouse cohort resembling large human studies. We sequenced the V4 region of the 16S rRNA gene from 538 samples across the gastrointestinal tract of 303 male and female C57BL/6J mice randomized into sham or angiotensin II treatment from different genotypes, diets, animal facilities, and age groups. Analysing over 17 million sequencing reads, we observed that angiotensin II treatment influenced α-diversity (P = 0.0137) and β-diversity (i.e. composition of the microbiome, P < 0.001). Bacterial abundance analysis revealed patterns consistent with a reduction in short-chain fatty acid producers, microbial metabolites that lower blood pressure. Furthermore, animal facility, genotype, diet, age, sex, intestinal sampling site, and sequencing batch had significant effects on both α- and β-diversity (all P < 0.001). Sampling site (6.8%) and diet (6%) had the largest impact on the microbiome, while angiotensin II and sex had the smallest effect (each 0.4%). Conclusion: Our large-scale data confirmed findings from small-scale studies that angiotensin II impacted the gut microbiome. However, this effect was modest relative to most of the other factors studied. Accounting for these factors in future pre-clinical hypertensive studies will increase the likelihood that microbiome findings are replicable and translatable.

Funding

This work was supported by a National Health & Medical Research Council Australia (NHMRC) Australia Project Grant (GNT1159721). F.Z.M. is supported by a Senior Medical Research Fellowship from the Sylvia and Charles Viertel Charitable Foundation, a National Heart Foundation of Australia Future Leader Fellowship (105663), and NHMRC Australia Emerging Leader Fellowship (GNT2017382). D.M.K. is supported by an NHMRC Australia Leadership 3 grant (GTN2008017). M.S. is supported by a National Heart Foundation of Australia Postdoctoral Fellowship (106698). R.R.M. was supported by a scholarship from the Faculty of Science, Monash University, Australia. L.X. was supported by a Monash University Australia Graduate Scholarship. The Baker Heart & Diabetes Institute is supported in part by the Operational Infrastructure Support Program from the State Government of Victoria.

History

Publication Date

2024-07-01

Journal

Cardiovascular Research

Volume

120

Issue

10

Pagination

9p. (p. 1155-1163)

Publisher

Oxford University Press

ISSN

0008-6363

Rights Statement

© The Author(s) 2024. Published by Oxford University Press on behalf of the European Society of Cardiology. This is an open access article distributed under the terms of the Creative Commons CC BY license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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