ArticleBMC public health2024
Impact of adiposity indices changes across the lifespan on risk of diabetes in women: trajectory modeling approach.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Association between trajectories of waist circumference with incidence of type 2 diabetes mellitus, Tehran lipid and glucose study.Scientific reports · 2026Article
- Unveiling sex-specific cardiometabolic and adiposity risk profiles for precision prevention.European journal of medical research · 2026Article
- Association between body roundness index trajectories and the incidence of diabetes mellitus: a perspective from the China health and retirement longitudinal study.Lipids in health and disease · 2025Article
- Life-long body mass index trajectories and cardiometabolic biomarkers-the Danish diet, cancer, and health-next generations cohort.International journal of obesity (2005) · 2025Article
- Baseline and longitudinal changes of body roundness index and incident type 2 diabetes: evidence from the UK Biobank cohort.BMJ open diabetes research & care · 2025Article
- AIP, fatty liver, and HbA1c as modifiers of the C-index and diabetes risk relationship.Lipids in health and disease · 2025Article
- The impact of cachexia index combined with BMI trajectory on survival outcomes in patients with cancer cachexia.Frontiers in nutrition · 2025Article
- The discriminatory ability of the body roundness index and body mass index for metabolic diseases in Korean adults: a comparative study.Epidemiology and health · 2025Article
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5 authors.
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Abstract
aimsThe impact of life-course different adiposity indices on diabetes mellitus (DM) is poorly understood. We aimed to do trajectory analysis with repeated measurements of adiposity indices in the development of DM among women across the lifespan.
methodsThis study prospectively investigated the 1,681 population of Tehran Lipid and Glucose Study. At baseline, all individuals were free of diabetes. Trajectory analysis was used to identify homogeneous distinct clusters of adiposity indices trajectories and assign individuals to unique clusters.
resultsOf the 1681 healthy women, 320 progressed to the DM. Three distinct body mass index (BMI) trajectories and 2 distinct trajectories of other adiposity indices (waist circumstance (WC), conicity index (C-index), and body roundness index (BRI)) were chosen as the best fitting of the latent class growth mixture model. In the adjusted model, total participants [HR (CI 95%): 2.83 (2.05, 3.91); p < 0.001], and menopause [1.35 (1.10, 2.11); p = 0.001] and reproductive-age women [2.93 (1.80, 4.78); p = 0.003] of the high BMI trajectory compared to the ones in the low trajectory of BMI were more likely to develop DM. The high BRI in menopause had a significantly higher risk of DM compared to the low trajectory. In menopause (1.80 (1.26, 2.58)) and reproductive-age women (4.32 (2.49, 7.47)) with high trajectory of C-index, the DM risk decreased after adjustment.
conclusionsThe risk of DM was greater for high BMI, WC, C-index, and BRI trajectories than for lower trajectories. Hence, the development of general, abdominal, and visceral obesity trajectories in the prevention of DM should be considered by clinicians.
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