Evidence map›Paper›PMID 42424228›Full record

ArticleGut microbes2026

Human gut flagellome profiling using FlaPro reveals TLR5-related phenotype-specific alterations in IBD.

Anna A Bogdanova, Andrea Borbón-García, Ruth E Ley, Alexander V Tyakht

Abstract read
In one paragraph

Article in Gut microbes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Anna A BogdanovaDepartment of Microbiome Science, Max Planck Institute for Biology Tübingen, Tübingen, Germany.ORCID 0000-0001-6497-1648
Andrea Borbón-GarcíaDepartment of Microbiome Science, Max Planck Institute for Biology Tübingen, Tübingen, Germany.ORCID 0000-0002-7213-6551
Ruth E LeyDepartment of Microbiome Science, Max Planck Institute for Biology Tübingen, Tübingen, Germany.ORCID 0000-0002-9087-1672
Alexander V TyakhtDepartment of Microbiome Science, Max Planck Institute for Biology Tübingen, Tübingen, Germany.ORCID 0000-0002-7358-2537

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flagellin, the structural protein of bacterial flagella, activates the innate immune receptor Toll-like receptor 5 (TLR5). However, the ability of different flagellins to bind and stimulate TLR5 varies widely, suggesting that the composition of an individual's flagellin repertoire, defined as flagellome, may influence host-microbiome interactions and inflammation. Here, we developed FlaPro, a computational pipeline for quantification and functional annotation of human gut flagellomes. Functional categories in FlaPro are derived from a machine learning model trained on experimentally characterized flagellins with defined TLR5-binding and stimulatory activities. Application of FlaPro to a multi-omics inflammatory bowel disease (IBD) cohort revealed a marked depletion of flagellome diversity and a reduced ratio of silent to stimulatory flagellins in Crohn's disease and ulcerative colitis. These alterations were consistent across genomic and transcriptional layers, indicating a disease-associated shift toward more stimulatory flagellome profiles. Our findings suggest that specific features of the gut flagellome contribute to TLR5-mediated immune activation and may serve as functionally interpretable microbiome markers for future microbiome-wide association studies in health and disease. The workflow implemented in Snakemake is openly available at https://github.com/leylabmpi/FlaPro.

Indexed as

BacteriaFlagellinGastrointestinal MicrobiomeInflammatory Bowel DiseasesToll-Like Receptor 5Colitis, UlcerativeComputational BiologyCrohn DiseaseHumansMachine LearningMultiomicsPhenotypeFlagellinTLR5 protein, humanToll-Like Receptor 5computational biologyflagellomeGut microbiotaIBDmachine learningmulti-omics integrationpipelinesilent flagellinsTLR5

Identifiers

PMID42424228
PMCPMC13353774

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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.