Evidence map›Paper›PMID 41438041›Full record

ArticleiScience2025

Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.

Jianteng Zhou, Ying Li, Tao Zhu, Kexin Yang, Cheng Zhang, Ruoqi Zhang, Xinrong Zhang, Dianshuang Zhou, Xiaoyue Ding, Yu Qiao and 2 more

Abstract read
In one paragraph

Article in iScience, 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. Article
  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

12 authors.

Jianteng ZhouJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Ying LiMedical Technology College, Xuzhou Medical University, Xuzhou 221004, China.
Tao ZhuJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Kexin YangJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Cheng ZhangJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Ruoqi ZhangJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Xinrong ZhangJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Dianshuang ZhouJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Xiaoyue DingJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.
Yu QiaoCenter for Reproduction, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Huai'an, China.
Conghui HanXuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China.
Zuobin ZhuJiangsu Engineering Center for Precision Diagnosis and Treatment Research of Polygenic Diseases, Key Laboratory of Genetic Foundation and Clinical Application, Department of Genetics, Xuzhou Medical University, Xuzhou 221004, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The testis supports spermatogenesis through a tightly regulated microenvironment, and the bacterial microbiome (BM) may influence host cells through immune and metabolic pathways, thereby impacting reproductive capacity. Here, we applied invasion-adhesion-directed expression sequencing (INVADE-seq), a single-cell RNA sequencing approach that simultaneously captures host and bacterial transcripts, to examine how bacterial signals shape testicular cell states. We detected a sparse but widespread bacterial presence across multiple cell types, with somatic and early germ cells outside the blood-testis barrier (BTB) showing relatively higher bacterial abundance. Bacterial load increased with age, coinciding with transcriptional signatures of reduced BTB function. At the cellular level, bacterial-positive Leydig cells exhibited activation of steroidogenic genes, whereas macrophages upregulated pathways related to autophagy and immune modulation. These findings not only deepen our understanding of testicular microbiome biology but also hold promise for the discovery of novel diagnostic biomarkers and therapeutic targets for BM-related and age-associated male subfertility.

Indexed as

Health sciences

Identifiers

PMID41438041
PMCPMC12719757

What OpenQuestion holds

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Registered trials

None linked

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.