Evidence map›Paper›PMID 42732257›Full record

ArticleDepression and anxiety2026

Mapping Sex Differences in Depression, Anxiety, and Co-Occurring Symptoms in Adults Under Stress: A Bayesian Network Approach.

Jingchu Hu, Yiting Huang, Marlon Westhoff, Qingzhuo Ren, Stefan G Hofmann

Abstract read
In one paragraph

Article in Depression and anxiety, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Jingchu HuDepartment of Anxiety Disorders, Shenzhen Clinical Research Center for Mental Disorders, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China.ORCID https://orcid.org/0000-0002-6931-7845
Yiting HuangDepartment of Anxiety Disorders, Shenzhen Clinical Research Center for Mental Disorders, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China.
Marlon WesthoffDepartment of Psychology, Philipps-Universität Marburg, Schulstraße 12, 35032, Marburg, Germany, uni-marburg.de.
Qingzhuo RenDepartment of Anxiety Disorders, Shenzhen Clinical Research Center for Mental Disorders, Shenzhen Kangning Hospital, Shenzhen, Guangdong, China.
Stefan G HofmannDepartment of Psychology, Philipps-Universität Marburg, Schulstraße 12, 35032, Marburg, Germany, uni-marburg.de.ORCID https://orcid.org/0000-0002-3548-9681

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Sex differences in the prevalence and presentation of depression and anxiety are well-established, yet disparities in the underlying network structure and potential causal relationships between symptoms, particularly under significant stress, remain less understood. Understanding these network differences is crucial for elucidating mechanisms and tailoring interventions. This study explored sex differences in the network structure of depression, anxiety, and co-occurring symptoms (posttraumatic stress disorder [PTSD] symptoms, insomnia, and fear reactions) in an adult population. Methods: A cross-sectional survey was conducted among adults ( Results: Distinct sex-specific symptom network patterns emerged. Anxiety and intrusion symptoms were most central for women, while depression was most central for men. Overall network connectivity was significantly higher in women. Critically, BN analysis identified a more complex architecture of probabilistic dependencies in women, evidenced by a greater number of directed edges compared to men. The men's DAG indicated a relatively sparse structure with fewer directional pathways between symptoms. Conclusions: Men and women exhibited distinct distress symptom network structures under acute stress. Specifically, anxiety and intrusion emerged as central nodes in women, indicating that they may represent promising intervention targets to prevent symptom escalation, while depressive symptoms were more central to men. These findings highlight the importance of sex-sensitive psychological first aid during public health crises and establish an empirical foundation for the development of sex-informed, process-oriented interventions in future research.

Indexed as

AnxietyAnxiety DisordersDepressionFearSleep Initiation and Maintenance DisordersStress Disorders, Post-TraumaticStress, PsychologicalAdolescentAdultBayes TheoremChinaComorbidityCross-Sectional StudiesFemaleGeneralized Anxiety DisorderHumansanxietydepressionfearinsomniaPTSDsex differencesstresssymptoms network

Identifiers

PMID42732257
PMCPMC13570569

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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.