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May 15, 2026Scientific Reports0 citationsOpen Access

Association between trajectories of waist circumference with incidence of type 2 diabetes mellitus, Tehran lipid and glucose study

MAMaryam AdibLMLadan MehranSMSafdar Masoumi

Key Result

A high-increasing waist circumference trajectory was associated with a higher risk of developing type 2 diabetes compared to a low-increasing trajectory (HR 2.3; 95% CI 1.7-2.9).

Key Points

  • This study aims to explore the relationship between waist circumference trajectories and the risk of developing type 2 diabetes mellitus over an 18-year follow-up.
  • Derived from the Tehran Lipid and Glucose Study with 6,405 participants aged 20–70 years.
  • Follow-up occurred every three years for a total of 18 years, divided into two 9-year intervals.
  • Latent class trajectory analysis identified three waist circumference patterns, and Cox proportional hazards model assessed their association with T2DM incidence.
  • The high-increasing waist circumference trajectory class had an HR of 2.3 (95% CI 1.7–2.9) for T2DM compared to the low-increasing class.
  • Men in the high-increasing class had an HR of 2.0 (95% CI 1.1–3.7), while women had an HR of 2.5 (95% CI 1.8–3.5).
  • Participants with normoglycemia in the high-increasing class had an HR of 2.6 (95% CI 1.6–4.1) for developing T2DM.

Study Design

Type

Cohort (n=6,405)

Structured PICO

Does a high-increasing waist circumference trajectory increase the incidence of type 2 diabetes mellitus in adults?

P
Population
6,405 participants aged 20–70 years from the Iranian population (Tehran Lipid and Glucose Study)
I
Intervention
High-increasing waist circumference (WC) trajectory
C
Comparator
Low-increasing waist circumference (WC) trajectory
O
Outcome
Incidence of type 2 diabetes mellitus (T2DM) over an 18-year follow-uphard clinical

A high-increasing waist circumference trajectory is strongly associated with the development of type 2 diabetes mellitus, independent of baseline BMI.

Main Result

Effect estimate: HR 2.3 (95% CI 1.7-2.9)

Abstract

Abstract Limited research has addressed the association between the dynamic trends of waist circumference (WC) and the incidence of type 2 diabetes mellitus (T2DM). This study aimed to identify the trajectories of WC and evaluate their association with the incidence of T2DM over an 18-year follow-up among the Iranian population. This study was derived from a large prospective cohort (Tehran Lipid and Glucose Study) and included 6,405 participants aged 20–70 years who were followed up every three years for 18 years; this period was divided into two 9-year intervals to track WC trajectories (measurement period) and record T2DM incidence (outcome assessment period). Three WC trajectory patterns were identified using latent class trajectory analysis. The Cox proportional hazards model was used to evaluate the association between WC trajectories and the risk of developing T2DM. Participants were classified into three WC trajectory patterns of low-increasing (n: 2019), moderate-increasing (n: 3248), and high-increasing (n: 1138). The hazard ratio (HR) of T2DM was 2.3 (95% CI 1.7–2.9) for the high-increasing versus the low-increasing WC trajectory class; the HRs were 2.0 (95% CI 1.1–3.7) in men and 2.5 (95% CI 1.8–3.5) in women. The HR of developing T2DM was 2.6 (95% CI 1.6–4.1) in the normoglycemic in comparison with 1.7 (95% CI 1.0–2.7) in the prediabetic high-increasing WC trajectory class. WC trajectory classes were also compared across baseline body mass index (BMI) categories, which high-increasing WC trajectory class showed the highest risk across all BMI groups. The high-increasing WC trajectory class showed a strong association with the development of T2DM independent of BMI and other important risk factors for T2DM which support continuous surveillance of central obesity for prevention of diabetes.

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Cite This Study

Adib et al. (2026) conducted a cohort in Type 2 diabetes mellitus (n=6,405). High-increasing waist circumference trajectory vs. Low-increasing waist circumference trajectory was evaluated on Incidence of type 2 diabetes mellitus (HR 2.3, 95% CI 1.7-2.9). A high-increasing waist circumference trajectory was associated with a higher risk of developing type 2 diabetes compared to a low-increasing trajectory (HR 2.3; 95% CI 1.7-2.9).

synapsesocial.com/papers/6a06b8f8e7dec685947ab84ehttps://doi.org/10.1038/s41598-026-51739-w
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