Evidence map›Paper›PMID 42430273›Full record

ArticleLifestyle genomics2026

Genetic Perspective on the Relationship between Female Reproductive Traits, Exercise, and Bone Health Outcomes: Evidence from a National Database.

Bo-Kai Chen, Jansen Marcos Cambia, Chien-An Shih, Meng-Che Tsai

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Article in Lifestyle genomics, 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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5 · Who and what money

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4 authors.

Bo-Kai ChenSchool of Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Jansen Marcos CambiaDepartment of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Chien-An ShihDepartment of Orthopedics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Meng-Che TsaiDepartment of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ache93@yahoo.com.tw.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionFemale reproductive traits influence bone mineral density (BMD) and fracture risks through estrogen exposure. However, these causal relationships remain unclear due to confounding. Understanding these relationships is crucial for osteoporosis prevention strategies. This study aimed to investigate the causal impact of age at natural menopause (ANM) and age at menarche (AAM) on BMD and osteoporosis risk, and to explore gene-exercise interactions influencing bone health in East Asian women.

methodsWe conducted two-sample Mendelian randomization (MR) using 15 genetic variants for AAM and 36 variants for ANM in 51,049 women from the Taiwan Biobank, split into discovery (n = 25,549) and validation (n = 25,500) cohorts. Outcomes were BMD Z scores, T scores, and clinical osteoporosis. We performed univariable and multivariable MR, followed by regression analyses, focusing on exercise effects on BMD and genetic predisposition scores for AAM and ANM.

resultsIn multivariable MR, genetically determined later ANM was associated with higher BMD Z scores (β = 0.045, 95% confidence interval [0.021, 0.069]), higher T scores (β = 0.046, [0.020, 0.072]), and lower osteoporosis risk (β = -0.106, [-0.154, -0.058]). No consistent causal effect was observed for AAM due to genetic pleiotropy. ANM polygenic risk score and regular exercise were independently associated with improved BMD Z- and T scores and reduced risk of osteoporosis. Specific gene-exercise interactions were identified in which the AAM polygenic risk score interacted significantly with gymnastics, while the ANM polygenic risk score interacted with lower-limb exercise and swimming.

conclusionLate ANM provides causal protection against osteoporosis in East Asian women, while the effects of AAM remain insignificant. Exercise benefits bone health with activity-specific genetic interactions. These findings support personalized osteoporosis prevention strategies incorporating both genetic risk assessment and targeted exercise recommendations, particularly for women with early menopause predisposition.

Indexed as

Bone DensityExerciseMenarcheMenopauseOsteoporosisAdultFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHumansMendelian Randomization AnalysisMiddle AgedTaiwanMenarcheMendelian randomization analysisMenopauseOsteoporosisTaiwan Biobank

Identifiers

PMID42430273
PMCPMC13472597

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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.