1. Latent Class Trajectory Modeling of Adult Body Mass Index and Risk of Obesity-Related Cancer: Findings from the Melbourne Collaborative Cohort Study.
- Author
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Yang Y, Lynch BM, Dugué PA, Karahalios A, MacInnis RJ, Bassett JK, McAleese A, Sinclair C, Giles GG, Milne RL, Hodge AM, and English DR
- Subjects
- Adult, Aged, Female, Humans, Latent Class Analysis, Male, Middle Aged, Neoplasms epidemiology, Obesity epidemiology, Registries, Risk Factors, Victoria epidemiology, Body Mass Index, Neoplasms etiology, Obesity complications
- Abstract
Background: Obesity increases the risk of 13 cancer types. Given the long process of carcinogenesis, it is important to determine the impact of patterns of body mass over time., Methods: Using data from 30,377 participants in the Melbourne Collaborative Cohort Study, we identified body mass index (BMI) trajectories across adulthood and examined their association with the risk of obesity-related cancer. Participants completed interviews and questionnaires at baseline (1990-1994, age 40-69 years), follow-up 1 (1995-1998), and follow-up 2 (2003-2005). Body mass was recalled for age 18 to 21 years, measured at baseline, self-reported at follow-up 1, and measured at follow-up 2. Height was measured at baseline. Cancer diagnoses were ascertained from the Victorian Cancer Registry and the Australian Cancer Database. A latent class trajectory model was used to identify BMI trajectories that were not defined a priori . Cox regression was used to estimate HRs and 95% confidence intervals (CI) of obesity-related cancer risks by BMI trajectory., Results: Six distinct BMI trajectories were identified. Compared with people who maintained lower normal BMI, higher risks of developing obesity-related cancer were observed for participants who transitioned from normal to overweight (HR, 1.29; 95% CI, 1.13-1.47), normal to class I obesity (HR, 1.50; 95% CI, 1.28-1.75), or from overweight to class II obesity (HR, 1.66; 95% CI, 1.32-2.08)., Conclusions: Our findings suggest that maintaining a healthy BMI across the adult lifespan is important for cancer prevention., Impact: Categorization of BMI by trajectory allowed us to identify specific risk groups to target with public health interventions., (©2020 American Association for Cancer Research.)
- Published
- 2021
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