Evidence map›Paper›PMID 42738866›Full record

ArticleCells2026

Genome-Resolved Functional Profiling of Osteoporosis-Associated Gut Bacteria Highlights Putative Metabolic and Immunogenic Signatures of the Gut-Bone Axis.

Rogelio F Jiménez-Ortega, Alejandra I Ortega-Meléndez, Juan F Montes-García, Erasmo Negrete-Abascal, Nelly Patiño, Eric G Ramírez-Salazar, Rosalba Sevilla-Montoya, Rafael Velázquez-Cruz, Alberto Hidalgo-Bravo

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Rogelio F Jiménez-OrtegaServicio de Medicina Genómica, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra (INRLGII), Mexico City 14389, Mexico.
Alejandra I Ortega-MeléndezUnidad Académica de Ciencias de la Salud, Universidad ETAC Campus Coacalco, Coacalco de Berriozábal México 55700, Mexico.
Juan F Montes-GarcíaLaboratorio de Genética, Unidad de Morfofisiología y Función, Facultad de Estudios Superiores Iztacala UNAM, Tlalnepantla de Baz México 54090, Mexico.
Erasmo Negrete-AbascalLaboratorio de Genética, Unidad de Morfofisiología y Función, Facultad de Estudios Superiores Iztacala UNAM, Tlalnepantla de Baz México 54090, Mexico.ORCID 0000-0003-4362-8044
Nelly PatiñoUnidad de Citometría de Flujo (UCiF), Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico.
Eric G Ramírez-SalazarThe Wistar Institute, Philadelphia, PA 19104, USA.ORCID 0000-0002-0767-9357
Rosalba Sevilla-MontoyaDepartmento de Genetica y Genómica Humana, Instituto Nacional de Perinatología, Mexico City 11000, Mexico.ORCID 0000-0002-5658-4661
Rafael Velázquez-CruzLaboratorio de Genómica del Metabolismo Óseo, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City 14610, Mexico.ORCID 0000-0003-4515-0777
Alberto Hidalgo-BravoServicio de Medicina Genómica, Instituto Nacional de Rehabilitación Luis Guillermo Ibarra Ibarra (INRLGII), Mexico City 14389, Mexico.ORCID 0000-0003-2506-8784

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The gut microbiota has emerged as a potential regulator of bone metabolism, but the genome-encoded functional repertoire of osteoporosis-associated gut bacteria remains insufficiently characterized. This study performed in silico functional profiling of gut bacterial taxa associated with osteoporosis, low bone mineral density, or comparator bone-related phenotypes. Twenty candidate taxa were selected from evidence in the human microbiome and represented by 26 curated bacterial reference genomes. Genome-wide annotations were used to map predicted gut-bone axis signatures, carbohydrate-active enzyme (CAZyme) repertoires, selected Kyoto Encyclopedia of Genes and Genomes pathways, and gutSMASH-predicted metabolic gene clusters. Functional burdens were normalized as hits per 1000 annotated proteins and integrated into metabolic, immunogenic, CAZyme, KEGG, and metabolic gene cluster profiles. Twelve predicted gut-bone axis signatures were identified, comprising 3337 primary candidate protein hits and a strict high-confidence subset of 2497 hits. Dominant signatures included vitamin B12/cobalamin metabolism, folate/one-carbon metabolism, peptidoglycan/cell-wall biosynthesis, and short-chain fatty acid-related functions.

Indexed as

BacteriaBone and BonesGastrointestinal MicrobiomeGenome, BacterialOsteoporosisHumanscarbohydrate-active enzymesfunctional genomicsgut–bone axisgut microbiotametabolic gene clustersosteoporosis

Identifiers

PMID42738866
PMCPMC13565464

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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.