Evidence map›Paper›PMID 41659740›Full record

ArticlePhenomics (Cham, Switzerland)2025

Association Between Primary Dysmenorrhea and Mental Health Traits: A Study Based on Multi-Phenotype Correlation Network and Mendelian Randomization Analysis in Female College Students.

Huiting Jiangzhou, Hanpeng Xu, Yanqin Wen, Zeyi Guan, Yang Zheng, Xuemin Jian, Weichen Song, Aamir Fahira, Jinmai Zhang, Qing Zhang and 6 more

Abstract read
In one paragraph

Article in Phenomics (Cham, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. 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

16 authors.

Huiting Jiangzhou *Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Hanpeng Xu *The Affiliated Hospital of Qingdao University & the Biomedical Sciences Institute of Qingdao University, Qingdao, 266071 China.
Yanqin WenBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Zeyi GuanThe Affiliated Hospital of Qingdao University & the Biomedical Sciences Institute of Qingdao University, Qingdao, 266071 China.
Yang ZhengBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Xuemin JianBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Weichen SongBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Aamir FahiraBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Jinmai ZhangBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Qing ZhangBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.
Ying ZhaoPhysical Education Department, Shanghai Jiao Tong University, Shanghai, 200240 China.
Manfei ZhangBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.ORCID 0000-0003-2611-9440
Jianhua ChenShanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200030 China.ORCID 0000-0003-0326-3124
Zhiqiang LiThe Affiliated Hospital of Qingdao University & the Biomedical Sciences Institute of Qingdao University, Qingdao, 266071 China.ORCID 0000-0002-0174-9254
Zhuo WangBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.ORCID 0000-0002-6382-1717
Yongyong ShiBio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030 China.ORCID 0000-0003-1710-1505

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Primary dysmenorrhea (PDM) is a common cyclic menstrual pain that significantly affects the quality of life for women. Several epidemiological studies have suggested a potential association between PDM and mental health traits, including stress, depression, and anxiety. However, there is a lack of systematic investigation into whether a causal relationship exists between PDM and mental health phenotypes compared to other physical phenotypes. In this study, we conducted a large-scale phenome study on a cohort of 7401 young female Chinese college students to explore the association between PDM and various physical and mental health phenotypes. Using a multi-phenotype correlation network model, we discovered that the correlation between the PDM phenotypes and mental health phenotypes was the most dominant among the complex inter-connections across different categories of phenotypes. Furthermore, employing a two-sample Mendelian randomization analysis, we systematically elucidated the genomic-level impact of PDM on the mental health traits of young women. Specifically, we identified an increased risk of depression and anxiety associated with PDM, potentially influenced by several Single-nucleotide polymorphism (SNP) variants such as Supplementary Information: The online version contains supplementary material available at 10.1007/s43657-024-00213-6.

Indexed as

Female college studentsMental health traitsMulti-phenotype correlation networkPrimary dysmenorrheaTwo-sample mendelian randomization

Identifiers

PMID41659740
PMCPMC12881193

What OpenQuestion holds

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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 OpenQuestion graph.