Related Experiment Video
Updated: Jun 3, 2026

Sample Preparation to Bioinformatics Analysis of DNA Methylation: Association Strategy for Obesity and Related Trait Studies
Published on: May 6, 2022
Ethnicity, body mass, and genome-wide data
Jason D Boardman1, Casey L Blalock, Robin P Corley
1Institute of Behavioral Science and University of Colorado Population Center, University of Colorado, Boulder, Colorado 80309-0483, USA. boardman@colorado.edu
This study found that while genetic ancestry influences body mass index (BMI), self-identified ethnicity remains a significant predictor of BMI in adolescents and young adults, even after accounting for genetic factors.
Area of Science:
- Social Epidemiology
- Genetic Epidemiology
- Population Genetics
Background:
- Self-reported ethnicity is often used as a proxy for population substructure in epidemiological studies.
- Observed differences in health outcomes, such as body mass index (BMI), across ethnic groups may be influenced by genetic factors.
- Understanding the interplay between genetic ancestry and self-identified ethnicity is crucial for accurate epidemiological research.
Purpose of the Study:
- To investigate the influence of self-reported ethnicity on body mass index (BMI) in adolescents and young adults.
- To utilize genetic data to characterize population ancestry and assess its association with BMI.
- To determine if genetic ancestry explains the observed ethnic differences in BMI.
Main Methods:
- Employed a combined social and genetic epidemiology approach.
- Analyzed genetic information from over 5,000 single nucleotide polymorphisms (SNPs).
- Utilized principal components analysis (PCA) to infer population ancestry and control for genetic stratification.
Main Results:
- Significant differences in BMI and genetic principal components were observed between non-Hispanic white and Mexican-American respondents.
- The first principal component, reflecting population ancestry, was positively associated with BMI and explained approximately 3% of the genetic variance.
- Ethnic differences in BMI persisted even after statistically controlling for the genetic principal component.
Conclusions:
- Self-identified ethnicity remains a significant predictor of BMI in adolescents and young adults, independent of genetic ancestry.
- The developed method offers a way to adjust for genetic differences when examining ethnic disparities in health outcomes.
- Genetic background does not account for the observed influence of self-identified ethnicity on BMI in this sample.
Related Concept Videos
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Polygenic Traits
Polygenic Traits
Genome Size and the Evolution of New Genes
Behavioral Genetics and Its Designs
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
What is Population Genetics?

