Evidence map›Paper›PMID 39880427›Full record

ArticleBMJ open2025

Metabolically healthy overweight/obesity with no metabolic abnormalities and incident hyperglycaemia in Chinese adults: analysis of a retrospective cohort study.

Qin Gao, Boya Liang, Hongmin Li, Ruining Xie, Yaru Xu, Yeqing Tong, Shunli Jiang

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Article in BMJ open, 2025. 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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Qin GaoPublic Health School, Jining Medical University, Jining, China.ORCID http://orcid.org/0000-0002-5976-8749
Boya LiangPublic Health School, Jining Medical University, Jining, China.ORCID http://orcid.org/0009-0007-3858-2498
Hongmin LiPublic Health School, Jining Medical University, Jining, China.ORCID http://orcid.org/0000-0001-6857-1377
Ruining XiePublic Health School, Jining Medical University, Jining, China.ORCID http://orcid.org/0009-0003-4351-2428
Yaru XuJining Center for Disease Control and Prevention, Jining, China.ORCID http://orcid.org/0009-0002-9103-7118
Yeqing Tong *Hubei Provincial Center for Disease Control and Prevention, Wuhan, China utopianjiang@163.com t_yeqing@163.com.
Shunli Jiang *Public Health School, Jining Medical University, Jining, China utopianjiang@163.com t_yeqing@163.com.ORCID http://orcid.org/0000-0002-2414-1508

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo explore whether metabolically healthy overweight (MHOW) and/or metabolically healthy obesity (MHO) increase hyperglycaemia risk in a Chinese population with a broad age range.

designRetrospective cohort study.

settingSecondary analysis of data from the DATADRYAD database, comprising health check records of participants from 32 regions and 11 cities in China between 2010 and 2016.

participantsA total of 47 391 metabolically healthy participants with none of the metabolic abnormalities were selected. OUTCOME MEASURES: Hyperglycaemia includes incident diabetes and impaired fasting glucose (IFG). Diabetes was diagnosed with fasting blood glucose ≥7.0 mmol/L and typical clinical symptoms and/or on self-report during follow-up. The fasting plasma glucose level of IFG was from 5.6 to 6.9 mmol/L.

resultsWith an average follow-up of 3.06 years, 5274 participants (11.13%) developed hyperglycaemia over 144 804 person-years, with an incidence rate of 36.42 per 1000 person-years. Adjusted model revealed a higher risk of incident hyperglycaemia in the MHOW group (HR=1.23, 95% CIs 1.16 to 1.30) and the MHO group (HR=1.49, 95% CI 1.33 to 1.67) compared with the metabolically healthy normal weight group. With 1 unit increase of body mass index, the risk of hyperglycaemia increased by 6% (HR=1.06, 95% CI 1.04 to 1.07). The stratified analyses and interaction tests showed the robustness of the association, and there was a stronger association in women (p for interaction<0.001).

conclusionsThe MHOW and MHO phenotypes were positively associated with a higher risk of hyperglycaemia in this population, and the association was particularly stronger in women.

Indexed as

HyperglycemiaObesity, Metabolically BenignOverweightAdultAgedBlood GlucoseBody Mass IndexChinaEast Asian PeopleFemaleHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk FactorsBlood GlucoseDIABETES & ENDOCRINOLOGYObesityPUBLIC HEALTH

Identifiers

PMID39880427
PMCPMC11781143

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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.