Evidence map›Paper›PMID 40437483›Full record

ArticleBMC medicine2025

Exploring the link between age at menarche, anthropometry and body fat composition with type II diabetes in a Singapore multi-ethnic cohort.

Paula Benny, Qian Yang, Beverly Wen-Xin Wong, Cuilin Zhang, Eu-Leong Yong, Ling-Jun Li, Zhongwei Huang

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Observational
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

7 authors.

Paula BennyDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
Qian YangDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
Beverly Wen-Xin WongDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
Cuilin ZhangDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore.
Eu-Leong YongDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore. obgyel@nus.edu.sg.
Ling-Jun LiDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore. obgllj@nus.edu.sg.
Zhongwei HuangDepartment of Obstetrics and Gynaecology, National University Health Systems, Singapore, Singapore. obgzwh@nus.edu.sg.

Funding

Singapore National Medical Research Council NMRC/CSA-SI/0010/2017
6 · The paper itself

Abstract

backgroundEarly menarche is associated with lifelong health implications, including heightened risks for obesity, type 2 diabetes (T2D), cardiovascular disease, and overall mortality. This study explored the associations that link early menarche, major adiposity indices, and T2D in a group of multi-ethnic Asian women.

methodsA prospective, hospital-based study was conducted in Singapore. Two thousand seven hundred fifteen women were recruited from 2014 to 2016 (45-69 years old) and 1201 women were followed up from 2021 to 2023. At baseline, age at menarche (AAM) was divided into sub-categories: < 12 (early AAM), 12-13, 14-15 (reference), > 15 years. Major adiposity indices and glycemic profiles were assessed, including fat mass index (FMI), visceral adipose tissue (VAT), and HOMA-IR (homeostatic model assessment for insulin resistance). At the 6.6-year follow-up, T2D was assessed. One-way ANOVA and chi-square were performed for continuous and categorical variables, respectively. Multivariable regression analysis was performed to determine the association between AAM and primary outcomes, including adiposity measurements (FMI, VAT) and metabolic assessments (HOMA-IR) at baseline. Modified Poisson regression was performed to assess relative risk (RR) between AAM and T2D at follow-up. Serial mediation analysis was performed to determine potential mediators underlying the link between AAM and T2D. All analyses accounted for major confounders including age, ethnicity, and education.

resultsWomen with early AAM had significantly greater values in adiposity assessments, including increments in FMI (10.9 vs 10.3, p < 0.001), VAT (134 vs 113 cm

conclusionsOur study provided valuable insight into the pathophysiology of T2D development amongst mid-life women with early AAM. The findings could potentially indicate strategies to target FMI and VAT among Asian women in the menopausal phase with early AAM, to prevent the development of T2D.

Indexed as

Diabetes Mellitus, Type 2MenarcheAdiposityAdolescentAgedAge FactorsAnthropometryFemaleHumansMiddle AgedProspective StudiesRisk FactorsSingaporeAsian ethnicityBody mass indexDiabetesEarly menarcheFat mass index

Identifiers

PMID40437483
PMCPMC12121228

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LicenceCC BY-NC-ND
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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.