TY - JOUR
T1 - Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach
AU - Burton, Sabrina M.I.
AU - Sallis, Hannah M.
AU - Hatoum, Alexander S.
AU - Munafò, Marcus R.
AU - Reed, Zoe E.
N1 - Publisher Copyright:
© 2022 The Authors.
PY - 2022
Y1 - 2022
N2 - Poorer performance in tasks testing executive function (EF) is associated with a range of psychopathologies such as schizophrenia, major depressive disorder (MDD) and anxiety, as well as smoking and alcohol consumption. We used two-sample bidirectional Mendelian randomization to examine whether these may reflect causal relationships and the direction of causation. We used genome-wide association study summary data (N = 17 310 to 848 460) for a common EF factor score (cEF), schizophrenia, MDD, anxiety, smoking initiation, alcohol consumption, alcohol dependence and cannabis use disorder (CUD). We found evidence of increased cEF on reduced schizophrenia liability (OR = 0.10; CI: 0.05 to 0.19; p-value = 3.43 × 10-12), MDD liability (OR = 0.52; CI: 0.38 to 0.72; p-value = 5.23 × 10-05), drinks per week (β =-0.06; CI:-0.10 to-0.02; p-value = 0.003) and CUD liability (OR = 0.27; CI: 0.12 to 0.61; p-value = 1.58 × 10-03). We also found evidence of increased schizophrenia liability (β =-0.04; CI:-0.04 to-0.03; p-value = 3.25 × 10-27) and smoking initiation on decreased cEF (β =-0.06; CI:-0.09 to-0.03; p-value = 6.11 × 10-05). Our results indicate potential causal relationships between cEF and mental health and substance use. Further studies are required to improve our understanding of the underlying mechanisms of these effects, but our results suggest that EF may be a promising intervention target for mental health and substance use.
AB - Poorer performance in tasks testing executive function (EF) is associated with a range of psychopathologies such as schizophrenia, major depressive disorder (MDD) and anxiety, as well as smoking and alcohol consumption. We used two-sample bidirectional Mendelian randomization to examine whether these may reflect causal relationships and the direction of causation. We used genome-wide association study summary data (N = 17 310 to 848 460) for a common EF factor score (cEF), schizophrenia, MDD, anxiety, smoking initiation, alcohol consumption, alcohol dependence and cannabis use disorder (CUD). We found evidence of increased cEF on reduced schizophrenia liability (OR = 0.10; CI: 0.05 to 0.19; p-value = 3.43 × 10-12), MDD liability (OR = 0.52; CI: 0.38 to 0.72; p-value = 5.23 × 10-05), drinks per week (β =-0.06; CI:-0.10 to-0.02; p-value = 0.003) and CUD liability (OR = 0.27; CI: 0.12 to 0.61; p-value = 1.58 × 10-03). We also found evidence of increased schizophrenia liability (β =-0.04; CI:-0.04 to-0.03; p-value = 3.25 × 10-27) and smoking initiation on decreased cEF (β =-0.06; CI:-0.09 to-0.03; p-value = 6.11 × 10-05). Our results indicate potential causal relationships between cEF and mental health and substance use. Further studies are required to improve our understanding of the underlying mechanisms of these effects, but our results suggest that EF may be a promising intervention target for mental health and substance use.
KW - executive function
KW - Mendelian randomization
KW - mental health
KW - substance use
UR - https://www.scopus.com/pages/publications/85144535063
U2 - 10.1098/rsos.220631
DO - 10.1098/rsos.220631
M3 - Article
AN - SCOPUS:85144535063
SN - 2054-5703
VL - 9
JO - Royal Society Open Science
JF - Royal Society Open Science
IS - 12
M1 - 220631
ER -