Evidence map›Paper›PMID 38737893›Full record

ArticleGeneral psychiatry2024

Shared genetic architecture highlights the bidirectional association between major depressive disorder and fracture risk.

Pianpian Zhao, Zhimin Ying, Chengda Yuan, Haisheng Zhang, Ao Dong, Jianguo Tao, Xiangjiao Yi, Mengyuan Yang, Wen Jin, Weiliang Tian and 3 more

Abstract read
In one paragraph

Article in General psychiatry, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Trial
  2. Explainable Plasma Proteomics-Based Machine Learning for Osteoporosis Diagnosis, Prognosis, and Protein Biomarker Discovery in the UK Biobank.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  3. Article
  4. Article
  5. Depressive symptoms and incident osteoporosis in older adults: A cohort study with competing-risk and mediation analyses in English Longitudinal Study of Aging.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2026
    Article
  6. Article
  7. Effects of stress on bone health in children.Frontiers in endocrinology · 2025
    Review
  8. Article
  9. Article
  10. Connecting the dots: sex, depression, and musculoskeletal health.The Journal of clinical investigation · 2024
    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

13 authors.

Pianpian ZhaoThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Zhimin YingDepartment of Orthopedic Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Chengda YuanDepartment of Dermatology, Hangzhou Hospital of Traditional Chinese Medicine, Hangzhou, Zhejiang, China.
Haisheng ZhangThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Ao DongThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Jianguo TaoThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Xiangjiao YiThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Mengyuan YangThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Wen JinThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.
Weiliang TianDepartment of Global Statistics, Eli Lilly and Company, Branchburg, New Jersey, USA.
David KarasikAzrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.
Geng TianBinzhou Medical University, Yantai, Shandong, China.
Houfeng ZhengThe Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou,Zhejiang, China.ORCID 0000-0001-5681-8598

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: There is limited evidence suggesting that osteoporosis might exacerbate depressive symptoms, while more studies demonstrate that depression negatively affects bone density and increases fracture risk. Aims: To explore the relationship between major depressive disorder (MDD) and fracture risk. Methods: We conducted a nested case-control analysis (32 670 patients with fracture and 397 017 individuals without fracture) and a matched cohort analysis (16 496 patients with MDD and 435 492 individuals without MDD) in the same prospective UK Biobank data set. Further, we investigated the shared genetic architecture between MDD and fracture with linkage disequilibrium score regression and the MiXeR statistical tools. We used the conditional/conjunctional false discovery rate approach to identify the specific shared loci. We calculated the weighted genetic risk score for individuals in the UK Biobank and logistic regression was used to confirm the association observed in the prospective study. Results: We found that MDD was associated with a 14% increase in fracture risk (hazard ratio (HR) 1.14, 95% CI 1.14 to 1.15, p<0.001) in the nested case-control analysis, while fracture was associated with a 72% increase in MDD risk (HR 1.72, 95% CI 1.64 to 1.79, p<0.001) in the matched cohort analysis, suggesting a longitudinal and bidirectional relationship. Further, genetic summary data suggested a genetic overlap between MDD and fracture. Specifically, we identified four shared genomic loci, with the top signal (rs7554101) near Conclusions: The genetic pleiotropy between MDD and fracture highlights the bidirectional association observed in the epidemiological analysis. The shared genetic components (such as

Indexed as

Case-Control StudiesCohort StudiesDepressive Disorder, MajorGenome-Wide Association StudyObservation

Identifiers

PMID38737893
PMCPMC11086190

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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.