Approaches to discern if microbiome associations reflect causation in metabolic and immune disorders
- PMID: 35939623
- PMCID: PMC9361767
- DOI: 10.1080/19490976.2022.2107386
Approaches to discern if microbiome associations reflect causation in metabolic and immune disorders
Abstract
Our understanding of microorganisms residing within our gut and their roles in the host metabolism and immunity advanced greatly over the past 20 years. Currently, microbiome studies are shifting from association and correlation studies to studies demonstrating causality of identified microbiome signatures and identification of molecular mechanisms underlying these interactions. This transformation is crucial for the efficient translation into clinical application and development of targeted strategies to beneficially modulate the intestinal microbiota. As mechanistic studies are still quite challenging to perform in humans, the causal role of microbiota is frequently evaluated in animal models that need to be appropriately selected. Here, we provide a comprehensive overview on approaches that can be applied in addressing causality of host-microbe interactions in five major animal model organisms (Caenorhabditis elegans, Drosophila melanogaster, zebrafish, rodents, and pigs). We particularly focused on discussing methods available for studying the causality ranging from the usage of gut microbiota transfer, diverse models of metabolic and immune perturbations involving nutritional and chemical factors, gene modifications and surgically induced models, metabolite profiling up to culture-based approached. Furthermore, we addressed the impact of the gut morphology, physiology as well as diet on the microbiota composition in various models and resulting species specificities. Finally, we conclude this review with the discussion on models that can be applied to study the causal role of the gut microbiota in the context of metabolic syndrome and host immunity. We hope this review will facilitate important considerations for appropriate animal model selection.
Keywords: Gut microbiota; caenorhabditis elegans; causality; drosophila melanogaster; human; immunity; metabolism; pig; rodent; zebrafish.
Conflict of interest statement
No potential conflict of interest was reported by the author(s).
Figures
Similar articles
-
Feed, Microbiota, and Gut Immunity: Using the Zebrafish Model to Understand Fish Health.Front Immunol. 2020 Feb 5;11:114. doi: 10.3389/fimmu.2020.00114. eCollection 2020. Front Immunol. 2020. PMID: 32117265 Free PMC article. Review.
-
Application of zebrafish in the study of the gut microbiome.Animal Model Exp Med. 2022 Dec;5(4):323-336. doi: 10.1002/ame2.12227. Epub 2022 Apr 12. Animal Model Exp Med. 2022. PMID: 35415967 Free PMC article. Review.
-
Gut Bacteria Mediate Nutrient Availability in Drosophila Diets.Appl Environ Microbiol. 2020 Dec 17;87(1):e01401-20. doi: 10.1128/AEM.01401-20. Print 2020 Dec 17. Appl Environ Microbiol. 2020. PMID: 33067193 Free PMC article.
-
Gut-on-chip for ecological and causal human gut microbiome research.Trends Microbiol. 2022 Aug;30(8):710-721. doi: 10.1016/j.tim.2022.01.014. Epub 2022 Feb 18. Trends Microbiol. 2022. PMID: 35190251 Review.
-
The Gut Microbiota and Ageing.Subcell Biochem. 2018;90:351-371. doi: 10.1007/978-981-13-2835-0_12. Subcell Biochem. 2018. PMID: 30779015 Review.
Cited by
-
Selection for stress tolerance and longevity in Drosophila melanogaster have strong impacts on microbiome profiles.Sci Rep. 2024 Aug 1;14(1):17789. doi: 10.1038/s41598-024-68753-5. Sci Rep. 2024. PMID: 39090347 Free PMC article.
-
PM2.5 induced neurotoxicity through unbalancing vitamin B12 metabolism by gut microbiota disturbance.Gut Microbes. 2023 Dec;15(2):2267186. doi: 10.1080/19490976.2023.2267186. Epub 2023 Oct 16. Gut Microbes. 2023. PMID: 37842922 Free PMC article.
-
Microbiotoxicity: antibiotic usage and its unintended harm to the microbiome.Curr Opin Infect Dis. 2023 Oct 1;36(5):371-378. doi: 10.1097/QCO.0000000000000945. Epub 2023 Jul 25. Curr Opin Infect Dis. 2023. PMID: 37466039 Free PMC article. Review.
-
A clustering-based survival comparison procedure designed to study the Caenorhabditis elegans model.Sci Rep. 2024 Nov 16;14(1):28257. doi: 10.1038/s41598-024-79913-y. Sci Rep. 2024. PMID: 39550445 Free PMC article.
-
Impact of Gut Microbiota on the Peripheral Nervous System in Physiological, Regenerative and Pathological Conditions.Int J Mol Sci. 2023 Apr 29;24(9):8061. doi: 10.3390/ijms24098061. Int J Mol Sci. 2023. PMID: 37175764 Free PMC article. Review.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Molecular Biology Databases
Research Materials
Miscellaneous