Evidence map›Paper›PMID 40761815›Full record

ArticleFrontiers in endocrinology2025

Longitudinal patterns of postpartum body mass index and their impact on cardiometabolic and renal risk among women with prior gestational diabetes: a prospective cohort analysis.

Zicheng Nie, Wenbo Zhao, Quanmin Jing

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Article in Frontiers in endocrinology, 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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5 · Who and what money

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3 authors.

Zicheng Nie *Department of Cardiovascular Medicine, General Hospital of the Northern Theater of Operations, People's Liberation Army, Shenyang, Liaoning, China.
Wenbo Zhao *Department of Clinical Epidemiology and Center of Evidence Based Medicine, The First Hospital of China Medical University, Shenyang, China.
Quanmin JingDepartment of Cardiovascular Medicine, General Hospital of the Northern Theater of Operations, People's Liberation Army, Shenyang, Liaoning, China.

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6 · The paper itself

Abstract

Background: Women with a history of gestational diabetes mellitus (GDM) face a heightened long-term risk of developing interconnected cardiovascular, renal, and metabolic (CKM) conditions. Although postpartum weight management presents a critical opportunity for intervention, the behavioral and psychosocial pathways linking body mass index (BMI) trajectories after childbirth to CKM progression remain poorly defined. Methods: This prospective cohort study followed 1,268 women with prior GDM, enrolled within six months after delivery and tracked over a median period of 6.5 years. Latent class growth modeling was employed to identify distinct patterns of postpartum BMI change. Psychosocial stress and sleep quality were assessed using standardized instruments at baseline and at the three-year follow-up. Incident CKM outcomes-including hypertension, type 2 diabetes mellitus (T2DM), and reduced estimated glomerular filtration rate (eGFR)-were verified through clinical records. Multivariable Cox regression was used to evaluate the relationship between BMI trajectories and CKM risk, while parallel mediation models quantified the indirect contributions of stress and sleep disturbances. Results: Participants with persistently high or progressively increasing BMI patterns experienced significantly elevated risks of CKM outcomes (hazard ratios ranging from 1.35 to 2.10, all p < 0.01), compared to those with stable or declining BMI. Mediation analysis revealed that psychosocial stress and impaired sleep jointly mediated 12.3% (95% CI: 0.02-0.09 for stress; 0.00-0.07 for sleep) of the association in the gradual increase group and 18.5% (95% CI: 0.04-0.13 for stress; 0.02-0.09 for sleep) in the persistently high group, indicating statistically significant indirect effects. Conclusions: In women with a history of GDM, adverse postpartum BMI trajectories are strongly associated with increased long-term risk of CKM morbidity, with behavioral factors such as stress and sleep quality serving as partial mediators.

Indexed as

Body Mass IndexCardiovascular DiseasesDiabetes, GestationalKidney DiseasesPostpartum PeriodAdultDiabetes Mellitus, Type 2FemaleFollow-Up StudiesHumansLongitudinal StudiesPregnancyProspective StudiesRisk Factorsbehavioral mediation modelingbody mass index trajectoriescardiometabolic and renal outcomesgestational diabetes historypsychosocial stressorssleep quality disruption

Identifiers

PMID40761815
PMCPMC12318754

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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.