A Reproducible Meta-Analytic Pipeline for Quantifying Ecological Bottlenecks, Alpha Diversity Decay, and Core Biomarker Fluctuations in Ex Vivo Human Gut Microbiota Fermentations

Ex vivo continuous-flow bioreactor systems are foundational in mechanistic microbiome research, allowing researchers to evaluate compound fermentations under tight experimental parameters. However, migrating a complex multi-phyla ecosystem from an in vivo environment to an artificial vessel triggers an immediate selective pressure event. This report details an independent, reproducible statistical validation workflow in R designed to isolate and measure this baseline "bioreactor drift". Using a public Metagenomic Species Pan-genome (MSP) relative abundance matrix, I track taxonomic distribution changes and targeted species survival profiles. Non-parametric analysis confirms an acute 87.9% collapse in Observed Taxonomic Richness along with a fundamental restructuring of community entropy. This open-science pipeline provides a robust framework for downstream intervention benchmarking.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-20
DOI
https://doi.org/10.5281/zenodo.22863071
Primary Topic
Gut microbiota and health
Type
article
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article

A Reproducible Meta-Analytic Pipeline for Quantifying Ecological Bottlenecks, Alpha Diversity Decay, and Core Biomarker Fluctuations in Ex Vivo Human Gut Microbiota Fermentations

Ismael Muriuki Akala
Zenodo (CERN European Organization for Nuclear Research)
Gut microbiota and health
article

A Reproducible Meta-Analytic Pipeline for Quantifying Ecological Bottlenecks, Alpha Diversity Decay, and Core Biomarker Fluctuations in Ex Vivo Human Gut Microbiota Fermentations

Ismael Muriuki Akala
article en

Abstract

Ex vivo continuous-flow bioreactor systems are foundational in mechanistic microbiome research, allowing researchers to evaluate compound fermentations under tight experimental parameters. However, migrating a complex multi-phyla ecosystem from an in vivo environment to an artificial vessel triggers an immediate selective pressure event. This report details an independent, reproducible statistical validation workflow in R designed to isolate and measure this baseline "bioreactor drift". Using a public Metagenomic Species Pan-genome (MSP) relative abundance matrix, I track taxonomic distribution changes and targeted species survival profiles. Non-parametric analysis confirms an acute 87.9% collapse in Observed Taxonomic Richness along with a fundamental restructuring of community entropy. This open-science pipeline provides a robust framework for downstream intervention benchmarking.

Zenodo (CERN European Organization for Nuclear Research)
Life in Land
Openalex Percentile: Top 18%
Gut microbiota and health
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