Evidence map›Paper›PMID 42415997›Full record

ArticleFrontiers in cardiovascular medicine2026

Association of age at menopause with cardiovascular disease and mortality:insights from NHANES and a clinical cohort.

Xinmiao Hong, Linxi Jin, Guoli Shang, Qiwei Chen, Zhuang Han, Shuhong Yao, Zhita Wang, Liang Li, Weidong He, Xianpei Heng and 1 more

Abstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 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

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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Xinmiao HongDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Linxi JinDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Guoli ShangDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Qiwei ChenDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Zhuang HanDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Shuhong YaoDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Zhita WangDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Liang LiDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Weidong HeDepartment of Geriatrics, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Xianpei HengDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
Liuqing YangDepartment of Endocrinology, People's Hospital Affiliated to Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Age at menopause is closely associated with cardiovascular disease and mortality, whereas the underlying mechanisms remain unclear. This study employed mediation analysis to explore potential pathways underlying this association. Methods: Natural postmenopausal women were identified from the NHANES database to assess the association between age at menopause and cardiovascular disease and mortality. Mediation analysis was performed to identify potential mediators. A hospital-based cohort was used for a supportive analysis. Results: Compared with women with menopause at 50-51 years, those with menopause before 40 years had a higher prevalence of cardiovascular disease and increased risks of all-cause and cardiovascular mortality. Dose-response analysis indicated that each one-year decrease in age at menopause was associated with 3%, 3%, and 4% increases in cardiovascular disease prevalence, all-cause mortality, and cardiovascular mortality, respectively. Mediation analysis showed that total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), hypertension, and glycated hemoglobin partially mediated the association between age at menopause and adverse outcomes. A hospital-based cohort study further supported these findings. Conclusion: Early menopause is significantly associated with higher cardiovascular disease prevalence, all-cause mortality, and cardiovascular mortality, and this association is partially mediated by metabolic dysregulation.

Indexed as

age at menopauseall-cause mortalitycardiovascular diseasecardiovascular mortalitymediation analysis

Identifiers

PMID42415997
PMCPMC13337413

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