Evidence map›Paper›PMID 40791011›Full record

ArticleAsian journal of andrology2026

Integrated metabolomic and microbiota analysis of semen: seasonal and morphological associations.

Jie Zheng, Jie Liao, Cheng-Guang Sun, Zhi Yuan, Yuan Qin, Ting-Li Han, Heng Zou, Shen Zhang

Abstract read
In one paragraph

Article in Asian journal of andrology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

8 authors.

Jie ZhengThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Jie LiaoThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Cheng-Guang SunThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Zhi YuanThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Yuan QinThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Ting-Li HanThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Heng ZouThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.
Shen ZhangThe Center for Reproductive Medicine, Obstetrics and Gynecology Department, The Second Affiliated Hospital of Chongqing Medical University, Chongqing 400010, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Recent studies have begun to investigate the metabolic and microbiota profiles in semen, yet their association with abnormal sperm morphology, particularly in teratozoospermia, remains insufficiently characterized. Identifying specific metabolites and microbial taxa linked to this condition could improve diagnostics and management for male infertility. This study analyzed semen samples from 231 patients, including 30 patients with teratozoospermia and 30 patients with normal sperm morphology, collected over four seasons in Chongqing, China. Metabolomic profiling by gas chromatography-mass spectrometry (GC-MS) and microbiota composition analysis via 16S ribosomal ribonucleic acid (rRNA) sequencing revealed distinct seasonal metabolomic shifts, with significant changes in summer and autumn. After excluding seasonally affected metabolites, 14 key metabolites were associated with teratozoospermia, including reduced levels of 4-hydroxyphenylpyruvic acid, phenylpyruvic acid, and N-acetyl-L-aspartic acid. These metabolites are involved in pathways related to oxidative stress and energy metabolism in spermatozoa, suggesting that their depletion may contribute to sperm abnormalities. Proteobacteria, Firmicutes, and Actinobacteriota were predominant phyla across all seasons and groups, but significant genus-level fluctuations, such as Acinetobacter and Staphylococcus, were observed. In teratozoospermia, genera such as Lactobacillus and Limnochordaceae showed differential abundance, correlating with key metabolites and suggesting potential functional interactions. Limnochordaceae showed a significant positive correlation with undecanoic acid, whereas Lactobacillus showed a negative correlation. These findings highlight that while seasonal changes significantly influence semen metabolomics and microbiota composition, teratozoospermia is characterized by specific, season-independent metabolic and microbial signatures. Our study provides insights into the metabolic and microbial dynamics of semen, suggesting the possibility of developing novel diagnostic tools and therapeutic strategies for male infertility.

Indexed as

MicrobiotaSemenTeratozoospermiaAdultChinaGas Chromatography-Mass SpectrometryHumansMaleMetabolomicsRNA, Ribosomal, 16SSeasonsSemen AnalysisSpermatozoaRNA, Ribosomal, 16Smetabolomicsmicrobiotaseasonal variationssementeratozoospermia

Identifiers

PMID40791011
PMCPMC13065319

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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.