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1Gene-environment interaction twin study- very good copy
Gene 3 environment interaction of vigorous exercise and body mass
index among male Vietnam-era twins1–3
Jeanne M McCaffery, George D Papandonatos, Dale S Bond, Michael J Lyons, and Rena R Wing
ABSTRACT
Background: Secular trends over the past several decades suggest
an environmental influence on body mass index (BMI). However,
twin models that incorporate a gene-environment correlation and
gene 3 environment interaction have not been applied to elucidate
specific environmental factors that affect the heritability of BMI.
Objective: Our aim was to determine whether one putative envi-
ronmental predictor of obesity, vigorous exercise, shows evidence
of a gene-environment correlation or gene 3 environment interac-
tion with BMI among twins.
Design: Twin structural equation modeling was used to examine
a gene-environment correlation and a gene 3 environment interac-
tion of vigorous exercise with BMI among 2710 monozygotic and
2327 dizygotic male-male twin pairs from the Vietnam Era Twin
Registry—a national registry of twin pairs who served in the mili-
tary during the Vietnam War era.
Results: Vigorous exercise significantly modified the additive ge-
netic component of BMI, which indicated a gene 3 environment
interaction (P , 0.001). BMI showed the greatest genetic influence
among those who did not report vigorous exercise, with diminished
genetic influence among those who did. Furthermore, vigorous
exercise had a small but significant environmental effect on BMI
(P ? 0.006)—a finding confirmed among monozygotic co-twins
discordant for vigorous exercise.
Conclusions: Genetic influences on BMI are lower among those
who report vigorous exercise. Consistent with an emerging litera-
ture, this suggests that vigorous exercise may mitigate some of the
genetic influence on obesity. Molecular genetic studies of obesity
should consider incorporating measures of behavioral and demo-
graphic factors to maximize the identification of novel obesity
genes. Am J Clin Nutr 2009;89:10
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