Evidence map›Paper›PMID 42774072›Full record

ArticleFrontiers in endocrinology2026

Statistical mediation by sleep quality in the association between menopausal symptoms and depressive symptoms in peri- and postmenopausal women: a multicenter cross-sectional study.

Zhiling Guo, Dongjian Yang, Xiaoyi Wang, Shenglan Zuo, Danqi Liu, Mengfan Song, Furui Jin

Abstract readMulticenter Study
In one paragraph

Article in Frontiers in endocrinology, 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

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Zhiling GuoThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Dongjian YangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Xiaoyi WangThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Shenglan ZuoThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Danqi LiuThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Mengfan SongThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.
Furui JinThe International Peace Maternity and Child Health Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to examine the associations among menopausal symptoms, depressive symptoms, and sleep quality in peri- and postmenopausal women, with particular attention to the indirect statistical association through sleep quality. Methods: A multicenter cross-sectional study including 2,330 peri- and postmenopausal women was conducted. Menopausal symptoms were assessed using the Kupperman Menopausal Index (KMI), depressive symptoms using the Patient Health Questionnaire-9 (PHQ-9), and sleep quality using the Pittsburgh Sleep Quality Index (PSQI). Multivariable logistic regression and bootstrap-based statistical mediation models were applied to quantify associations and indirect effects. Results: Depressive symptoms (PHQ-9 ≥5) were observed in 34.0% of participants. Increasing severity of menopausal symptoms was significantly associated with both depressive symptoms and poor sleep quality (P<0.001). Poor sleep quality (PSQI >5) was strongly associated with depressive symptoms (odds ratio [OR]=4.48, 95% confidence interval [CI]: 3.72-5.40). Statistical mediation analysis indicated significant indirect associations through sleep quality, with proportions statistically mediated ranging from 17.08% to 63.39% and the largest proportion observed for hot flashes and sweating. Conclusion: Sleep quality statistically accounted for part of the observed association between menopausal symptoms and depressive symptoms. These findings support incorporating sleep assessment into menopause care and provide a rationale for prospective studies evaluating temporal relationships and the potential value of sleep-focused interventions.

Indexed as

DepressionMenopausePerimenopausePostmenopauseSleep QualitySleep Wake DisordersCross-Sectional StudiesFemaleHot FlashesHumansMiddle AgedSurveys and Questionnairescross-sectional studydepressive symptomsmenopausal symptomssleep qualitystatistical mediation

Identifiers

PMID42774072
PMCPMC13593427

What Socratic holds

Textmetadata
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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 Socratic graph.