TY - JOUR
T1 - Do Poor Diet and Lifestyle Behaviors Modify the Genetic Susceptibility to Impulsivity in the General Population?
AU - Lifelines Cohort Study
AU - Xie, Tian
AU - Schweren, Lizanne J S
AU - Larsson, Henrik
AU - Li, Lin
AU - Du Rietz, Ebba
AU - Haavik, Jan
AU - Grimstvedt Kvalvik, Liv
AU - Solberg, Berit Skretting
AU - Klungsøyr, Kari
AU - Snieder, Harold
AU - Hartman, Catharina A
PY - 2023/3/27
Y1 - 2023/3/27
N2 - The present study investigated whether an unhealthy diet and other lifestyle behaviors may modify the genetic susceptibility to impulsivity. A total of 33,047 participants (mean age = 42.1 years, 59.8% females) from the Dutch Lifelines cohort were included. Each diet index and other lifestyle behaviors were tested for their interactions on the effect on the attention-deficit/hyperactivity disorder (ADHD) polygenic risk score (PRS) on impulsivity using a linear regression model with adjustment for covariates. The ADHD PRS was significantly associated with impulsivity (B = 0.03 (95% CI: 0.02, 0.04);
p = 2.61 × 10
-9). A poorer diet, a higher intake of energy, and a higher intake of fat were all associated with higher impulsivity, and a high intake of energy amplified the effect of ADHD PRS on impulsivity (e.g., for the interaction term of ADHD PRS and highest tertile on intake of energy, B = 0.038 (95% CI: 0.014, 0.062);
p = 0.002. The other lifestyle factors, namely short and long sleep duration, current and past smoking, higher alcohol intake, and more time spent on moderate-to-vigorous physical activity were associated with higher impulsivity, but no interaction effect was observed. In conclusion, we found that a high intake of energy exacerbated the genetic susceptibility to impulsivity. Our study helps to improve our understanding of the role of diet and genetic factors on impulsivity.
AB - The present study investigated whether an unhealthy diet and other lifestyle behaviors may modify the genetic susceptibility to impulsivity. A total of 33,047 participants (mean age = 42.1 years, 59.8% females) from the Dutch Lifelines cohort were included. Each diet index and other lifestyle behaviors were tested for their interactions on the effect on the attention-deficit/hyperactivity disorder (ADHD) polygenic risk score (PRS) on impulsivity using a linear regression model with adjustment for covariates. The ADHD PRS was significantly associated with impulsivity (B = 0.03 (95% CI: 0.02, 0.04);
p = 2.61 × 10
-9). A poorer diet, a higher intake of energy, and a higher intake of fat were all associated with higher impulsivity, and a high intake of energy amplified the effect of ADHD PRS on impulsivity (e.g., for the interaction term of ADHD PRS and highest tertile on intake of energy, B = 0.038 (95% CI: 0.014, 0.062);
p = 0.002. The other lifestyle factors, namely short and long sleep duration, current and past smoking, higher alcohol intake, and more time spent on moderate-to-vigorous physical activity were associated with higher impulsivity, but no interaction effect was observed. In conclusion, we found that a high intake of energy exacerbated the genetic susceptibility to impulsivity. Our study helps to improve our understanding of the role of diet and genetic factors on impulsivity.
KW - Female
KW - Humans
KW - Adult
KW - Male
KW - Genetic Predisposition to Disease
KW - Impulsive Behavior
KW - Diet
KW - Life Style
KW - Risk Factors
KW - Attention Deficit Disorder with Hyperactivity/genetics
U2 - 10.3390/nu15071625
DO - 10.3390/nu15071625
M3 - Article
C2 - 37049467
SN - 2072-6643
VL - 15
JO - Nutrients
JF - Nutrients
IS - 7
M1 - 1625
ER -