Related Experiment Video
Updated: Feb 18, 2026

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
A Prospective Study of Obesity, Metabolic Health, and Cancer Mortality
Tomi Akinyemiju1,2,3, Justin Xavier Moore1,2, Maria Pisu2,4
1Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Objective:
This study examined whether metabolic health status is associated with risk of cancer mortality and whether this varies by body mass index (BMI) category.
Methods:
A prospective study of 22,514 participants from the Reasons for Geographic and Racial Differences in Stroke (REGARDS) cohort was performed. Metabolically unhealthy status was defined as having three or more of the following: (1) elevated fasting glucose, (2) high triglycerides, (3) dyslipidemia, (4) hypertension, and (5) elevated waist circumference. Participants were categorized into normal weight (BMI 18.5-24.9 kg/m2 ), overweight (BMI 25.0-29.9 kg/m2 ), and obesity (BMI ≥ 30 kg/m2 ) groups. Cox proportional hazards regression was performed to estimate hazards ratios (HRs) and 95% confidence intervals (CIs) for cancer mortality during follow-up.
Results:
Among participants with normal weight, participants who were metabolically unhealthy had an increased risk of cancer mortality (HR: 1.65; 95% CI: 1.20-2.26) compared with metabolically healthy participants. The overall mortality risk for participants who were metabolically unhealthy and had normal weight was stronger for obesity-related cancers (HR: 2.40; 95% CI: 1.17-4.91). Compared with participants with normal weight, those who were metabolically healthy and overweight were at a reduced risk of any cancer mortality (adjusted HR: 0.79; 95% CI: 0.63-0.99).
Conclusions:
There was an increased risk of overall and obesity-related cancer mortality among metabolically unhealthy participants with normal weight.
Related Concept Videos
Cancer Survival Analysis
Cancer Prevention
Some...
Longitudinal Research
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...
Obesity
Psychoneuroimmunology: Diabetes and Cancer

