TY - JOUR
T1 - Genetic correlations of psychiatric traits with body composition and glycemic traits are sex- and age-dependent
AU - Hübel, Christopher
AU - Gaspar, Héléna A
AU - Coleman, Jonathan R I
AU - Hanscombe, Ken B
AU - Purves, Kirstin
AU - Prokopenko, Inga
AU - Graff, Mariaelisa
AU - Ngwa, Julius S
AU - Workalemahu, Tsegaselassie
AU - O'Reilly, Paul F
AU - Bulik, Cynthia M
AU - Breen, Gerome
AU - ADHD Working Group of the Psychiatric Genomics Consortium
AU - Werge, Thomas Mears
AU - Olesen, Jes
AU - Hansen, Thomas Folkmann
AU - Esserlind, Ann-Louise
A2 - Dalsgaard, Søren
PY - 2019/12/18
Y1 - 2019/12/18
N2 - Body composition is often altered in psychiatric disorders. Using genome-wide common genetic variation data, we calculate sex-specific genetic correlations amongst body fat %, fat mass, fat-free mass, physical activity, glycemic traits and 17 psychiatric traits (up to N = 217,568). Two patterns emerge: (1) anorexia nervosa, schizophrenia, obsessive-compulsive disorder, and education years are negatively genetically correlated with body fat % and fat-free mass, whereas (2) attention-deficit/hyperactivity disorder (ADHD), alcohol dependence, insomnia, and heavy smoking are positively correlated. Anorexia nervosa shows a stronger genetic correlation with body fat % in females, whereas education years is more strongly correlated with fat mass in males. Education years and ADHD show genetic overlap with childhood obesity. Mendelian randomization identifies schizophrenia, anorexia nervosa, and higher education as causal for decreased fat mass, with higher body fat % possibly being a causal risk factor for ADHD and heavy smoking. These results suggest new possibilities for targeted preventive strategies.
AB - Body composition is often altered in psychiatric disorders. Using genome-wide common genetic variation data, we calculate sex-specific genetic correlations amongst body fat %, fat mass, fat-free mass, physical activity, glycemic traits and 17 psychiatric traits (up to N = 217,568). Two patterns emerge: (1) anorexia nervosa, schizophrenia, obsessive-compulsive disorder, and education years are negatively genetically correlated with body fat % and fat-free mass, whereas (2) attention-deficit/hyperactivity disorder (ADHD), alcohol dependence, insomnia, and heavy smoking are positively correlated. Anorexia nervosa shows a stronger genetic correlation with body fat % in females, whereas education years is more strongly correlated with fat mass in males. Education years and ADHD show genetic overlap with childhood obesity. Mendelian randomization identifies schizophrenia, anorexia nervosa, and higher education as causal for decreased fat mass, with higher body fat % possibly being a causal risk factor for ADHD and heavy smoking. These results suggest new possibilities for targeted preventive strategies.
KW - Age Factors
KW - Blood Glucose/genetics
KW - Body Composition/genetics
KW - Comorbidity
KW - Educational Status
KW - Female
KW - Genetic Variation
KW - Genome-Wide Association Study
KW - Humans
KW - Male
KW - Mental Disorders/epidemiology
KW - Middle Aged
KW - Multifactorial Inheritance/genetics
KW - Overweight/epidemiology
KW - Phenotype
KW - Physical Fitness
KW - Risk Factors
KW - Sex Factors
U2 - 10.1038/s41467-019-13544-0
DO - 10.1038/s41467-019-13544-0
M3 - Journal article
C2 - 31852892
SN - 2041-1722
VL - 10
SP - 5765
JO - Nature Communications
JF - Nature Communications
IS - 1
ER -