Related Experiment Video
Updated: Mar 28, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The Association between the Obesogenic Environment and BMI Independent of Familial Factors: A Cross-Sectional Twin
Bram J Berntzen1,2,3, Joline W J Beulens4,5,6, Jeroen Lakerveld4,5,6
1Department of Epidemiology and Data Science, Amsterdam UMC, Amsterdam, The Netherlands, b.j.berntzen@amsterdamumc.nl.
Introduction:
To investigate the association between the obesogenic environment and body mass index (BMI), independent of familial factors shared by twins (e.g., genetic and early life environmental factors).
Methods:
This cross-sectional twin study included 2,764 adults (77% female, 72% monozygotic [MZ], mean age 40 [SD 14]) from the Dutch Twin Registry. The Obesogenic Built Environment CharacterisTics (OBCT) index was used as neighborhood "obesogenic" exposure, integrating food-environment healthiness, walkability, drivability, and sports facilities within a 1,000 m Euclidean buffer around the residential address. Univariate twin models established the heritability estimates of the OBCT-index and BMI. Full-informed maximum likelihood linear regressions determined individual and pairwise difference (i.e., within-twin-pair differences in outcome and exposure) associations between the OBCT-index and BMI.
Results:
The heritability of the OBCT-index was 9% and common environmental factors explained 27% of its variation, whereas the BMI heritability was 75%. Living in a 10% higher OBCT-index environment was associated with a mean [95% CI] 0.15 [0.07, 0.24] kg/m2 higher BMI in all twin individuals. However, this association was nonsignificant in the MZ and same-sex DZ twin pairwise difference analyses.
Conclusion:
This study found a small association between a more obesogenic environment and a higher BMI, yet the association was explained by familial confounding. Future research in larger, more environmentally diverse international twin cohorts is needed to elucidate gene-environment interactions.
Related Concept Videos
Obesity
Gene-Environment Interactions
Background and Environment Affect Phenotype
An example of how genetic background affects phenotype can be seen in horses. The Extension gene in horses is responsible for their coat color. A wild-type gene (EE) produces black pigment in the coat, while a mutant gene (ee) produces red pigment. A...
Bulimia Nervosa
Behavioral Genetics and Its Designs
The primary methodologies used in behavior genetics include family studies, twin studies, and adoption studies, each providing unique...
Environmental Influences on Intelligence

