Evidence map›Paper›PMID 41181130›Full record

ArticleFrontiers in immunology2025

Gut microbiome as a potential mediator linking sexual behaviors to immune profiles in HIV-negative men who have sex with men: a multi-omics study.

Kangjie Li, Haijiao Zeng, Tian Liu, Siyan Huo, Cong Zhang, Wenlong Li, Jielian Deng, Xiaohua Zhong, Yi Tao, Bing Lin and 3 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
  2. Review
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

13 authors.

Kangjie LiSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Haijiao ZengSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Tian LiuSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Siyan HuoDepartment of Pharmacology and Toxicology, Medical College of Wisconsin, Milwaukee, WI, United States.
Cong ZhangSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Wenlong LiSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Jielian DengDaping Hospital, Army Medical University, Chongqing, China.
Xiaohua ZhongSichuan International Studies University, Chongqing, China.
Yi TaoSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Bing LinSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Jiaxiu LiuCollege of Artificial Intelligence Medicine, Chongqing Medical University, Chongqing, China.
Biao XieSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.
Xiaoni ZhongSchool of Public Health, Research Center for Medicine and Social Development, Chongqing Medical University, Chongqing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The effects of sexual behaviors on the gut microbiome and immune system in men who have sex with men (MSM) remain unclear. Here, we conducted a multi-omics study in MSM to investigate how sexual behaviors shape gut microbiome composition and immune profiles in this population. The interplay among high-risk sexual behaviors, gut microbiome, and systemic immune activation was also explored. Methods: HIV-negative MSM were enrolled in this study. Fecal samples were collected and subjected to 16S rRNA gene sequencing. Bulk and single-cell transcriptome sequencing of peripheral blood mononuclear cells (PBMCs) were performed to investigate the systemic immune profiles. Primary component analysis and spearman correlation analysis were used to assess the associations between gut microbiome and immune signatures. BayesPrism algorithm was applied to predict cellular composition and gene expression in individual cell types by integrating bulk RNA sequencing and sc-RNA sequencing. Causal mediation analysis evaluated the contribution of gut microbiome in linking sexual behaviors to immune outcomes. Results: The gut microbiome of HIV-negative MSM was dominated by Conclusion: Our study indicates that gut microbiome partially mediates the immunomodulatory effects of sexual behaviors, providing mechanistic insights into HIV susceptibility. These findings underscore the gut-immune axis as a potential target for HIV prevention strategies in high-risk MSM.

Indexed as

Gastrointestinal MicrobiomeHomosexuality, MaleSexual BehaviorAdultHIV SeronegativityHumansLeukocytes, MononuclearMaleMiddle AgedMultiomicsRNA, Ribosomal, 16STranscriptomeRNA, Ribosomal, 16Scausal mediation analysisgut microbiomeimmunologymen who have sex with mensexual behaviors

Identifiers

PMID41181130
PMCPMC12571833

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Registered trials

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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.