Evidence map›Paper›PMID 42500599›Full record

ArticleFrontiers in physiology2026

Functional signatures of the gut microbiome in middle-aged regular runners: insights from a metagenomic study.

Xu Ai, Ruijie Liu, Yongling Lv, Li Chen, Rui Duan, Xu Ma, Linzi Li, Hong Ding, Hexiao Shen, Yanli Hu and 2 more

Abstract read
In one paragraph

Article in Frontiers in physiology, 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

12 authors.

Xu Ai *Jingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Ruijie Liu *Jingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Yongling Lv *School of Life Science, Hubei University, Wuhan, Hubei, China.
Li ChenDepartment of Colorectal and Anal Surgery, Jingmen Central Hospital, Graduate Joint Training Base, School of Medicine, Wuhan University of Science and Technology, Jingmen, Hubei, China.
Rui DuanJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Xu MaJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Linzi LiJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Hong DingJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Hexiao ShenSchool of Life Science, Hubei University, Wuhan, Hubei, China.
Yanli HuJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Xiaoxuan ZhuJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.
Yonglian ZhangJingmen Central Hospital, Jingmen Central Hospital Affiliated to Jingchu University of Technology, Hubei Clinical Medical Research Center for Functional Colorectal Diseases, Jingmen, Hubei, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Exercise influences host metabolism and inflammation, but its functional effects on the gut microbiome in middle-aged populations remain unclear. This study used shotgun metagenomics to investigate the associations between long-term endurance running and the gut microbial ecosystem and its functional potential in middle-aged adults. Methods: We conducted a cross-sectional analysis comparing 33 middle-aged regular runners with 33 sedentary controls. No significant differences in age, BMI, dietary intake between groups. Fecal samples underwent metagenomic sequencing at an average depth of 10.97 Gb per sample. Following stringent quality control, taxonomic profiling, diversity analyses, and differential abundance testing were performed. Functional potential was annotated using GO, eggNOG, KEGG, CARD, VFDB, and CAZy databases. Results and discussion: The gut microbiota of middle-aged regular runners (RG, n = 33) and sedentary controls (CG, n = 33) was compared using metagenomic sequencing. No significant differences were observed between the two groups in terms of age, BMI, or self-reported dietary patterns. Although no significant differences in α-diversity or β-diversity were found, taxonomic profiling revealed differences in microbial community composition between the groups. Runners exhibited an increased relative abundance of carbohydrate-fermenting and short-chain fatty acid (SCFA)-producing species, including

Indexed as

endurance exercisegut microbiotametagenomicsmiddle-aged adultsrunning

Identifiers

PMID42500599
PMCPMC13395746

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