ArticleGut pathogens2024
Gut microbial ecology and exposome of a healthy Pakistani cohort.
Article in Gut pathogens, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.
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Who cites it
9 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Socioeconomic position and the gut microbiota: a narrative synthesis of the association and recommendations.Gut microbes · 2026Pooled it
- Effect of Fluoride on Gut Microbiota: A Systematic Review.Nutrition reviews · 2025Pooled it
- The gut-liver-virus axis in hepatitis B and C: microbiota, immunometabolism, and exosome-mediated therapeutic opportunities.Naunyn-Schmiedeberg's archives of pharmacology · 2026Review
- Article
- Fermented pickles improve gut microbiota and immune profile in women in a community trial in rural Pakistan.Scientific reports · 2025Article
- Datagraphy: toward a systematic approach to dataset discovery.GigaScience · 2025Article
- Dietary composition and fasting regimens differentially impact the gut microbiome and short-chain fatty acid profile in a Pakistani cohort.Frontiers in systems biology · 2025Article
- Specialty grand challenge: how can we use integrative approaches to understand microbial community dynamics?Frontiers in systems biology · 2024Article
- Article
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Authors and funding
7 authors.
Funding
Abstract
backgroundPakistan is a multi-ethnic society where there is a disparity between dietary habits, genetic composition, and environmental exposures. The microbial ecology of healthy Pakistani gut in the context of anthropometric, sociodemographic, and dietary patterns holds interest by virtue of it being one of the most populous countries, and also being a Lower Middle Income Country (LMIC).
methods16S rRNA profiling of healthy gut microbiome of normo-weight healthy Pakistani individuals from different regions of residence is performed with additional meta-data collected through filled questionnaires. The current health status is then linked to dietary patterns through [Formula: see text] test of independence and Generalized Linear Latent Variable Model (GLLVM) where distribution of individual microbes is regressed against all recorded sources of variability. To identify the core microbiome signature, a dynamic approach is used that considers into account species occupancy as well as consistency across assumed grouping of samples including organization by gender and province of residence. Fitting neutral modeling then revealed core microbiome that is selected by the environment.
resultsA strong determinant of disparity is by province of residence. It is also established that the male microbiome is better adapted to the local niche than the female microbiome, and that there is microbial taxonomic and functional diversity in different ethnicities, dietary patterns and lifestyle habits. Some microbial genera, such as, Megamonas, Porphyromonas, Haemophilus, Klebsiella and Finegoldia showed significant associations with consumption of pickle, fresh fruits, rice, and cheese. Our analyses suggest current health status being associated with the diet, sleeping patterns, employment status, and the medical history.
conclusionsThis study provides a snapshot of the healthy core Pakistani gut microbiome by focusing on the most populous provinces and ethnic groups residing in predominantly urban areas. The study serves a reference dataset for exploring variations in disease status and designing personalized dietary and lifestyle interventions to promote gut health, particularly in LMICs settings.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.