Evidence mapPaperPMID 40696282Full record

ArticleBMC psychiatry2025

Sex differences in fecal metabolic profiles of major depressive disorder: unveiling sex-specific metabolomic panel.

Siyu Ren, Peilin Qin, Yaping Wang, Zhiyu Li, Zuoli Sun, Gang Wang, Jian Yang

Abstract read
In one paragraph

Article in BMC psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
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 synthesis or guideline pooled it.

  1. Pooled it
  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

7 authors.

Siyu Ren *Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China.
Peilin Qin *Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China.
Yaping WangBeijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China.
Zhiyu LiBeijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China.
Zuoli SunBeijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China.
Gang WangBeijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China. gangwangdoc@ccmu.edu.cn.
Jian YangBeijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Capital Medical University, 5 Ankang Lane, Dewai Avenue, Xicheng District, Beijing, 100088, China. yangjian@ccmu.edu.cn.

Funding

Beijing Municipal Science & Technology Commission Z221100007422049Beijing Natural Science Foundation J230011National Key R&D Program of China 2024YFA1306901National Natural Science Foundation of China 82171526National Natural Science Foundation of China 82201681
6 · The paper itself

Abstract

backgroundMajor depressive disorder (MDD) disproportionately affects women, who exhibit a higher prevalence and greater symptom severity than men. However, sex-specific pathophysiological mechanisms remain poorly understood. Emerging evidence implicates gut microbiota-derived metabolites in MDD, but many prior studies have failed to consider sex differences, potentially obscuring critical biomarkers. This study aims to address this gap by characterizing sex-specific fecal metabolite profiles in MDD.

methodsUntargeted metabolomics was used to examine fecal metabolic profiles in 279 participants (117 with MDD and 162 healthy controls). The cohort was stratified by biological sex to identify sex-specific metabolic alterations associated with depressive symptoms through statistical analyses. A machine learning approach incorporating feature selection was employed to identify potential discriminative biomarkers, with a particular focus on female metabolic characteristics.

resultsSex-stratified analysis revealed significant metabolic divergence in female MDD patients compared to healthy controls. Twenty-four differentially abundant metabolites were identified in females, with heptylamine and phenaceturic acid being unique to this group; no significant differences were observed in males. Correlation analyses showed that phenaceturic acid and 1-monoheptadecanoyl glyceride were significantly negatively correlated with depressive symptom severity in females. Besides, a sex-specific diagnostic panel based on five key fecal metabolites demonstrated promising performance in distinguishing female MDD patients from healthy controls.

conclusionBy systematically revealing sex-dependent metabolic alterations, this study identified potential biomarkers for sex-specific diagnostic and therapeutic strategies. These findings highlight the importance of integrating sex-specific perspectives in gut-brain axis research to advance precision medicine in MDD, rather than relying solely on generalized approaches.

trial registrationHuman Research and Ethics Committee of Beijing Anding Hospital, Capital Medical University, China (Approval No. 2017-24), registered on 2018.07.24.

Indexed as

FecesMajor Depressive DisorderMetabolomeSex CharacteristicsAdultBiomarkersCase-Control StudiesFemaleGastrointestinal MicrobiomeHumansMaleMetabolomicsMiddle AgedSex FactorsBiomarkersDiagnostic biomarkerFecal metabolomicsMajor depressive disorderPhenaceturic acidSex differences

Identifiers

PMID40696282
PMCPMC12281722

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.