TY - JOUR
T1 - A common neural signature between genetic and environmental risk for mental illness
AU - Vedechkina, Maria
AU - Holmes, Joni
AU - Warrier, Varun
AU - Astle, Duncan E.
N1 - Data availability:
The datasets analysed during the current study are available in the NIMH Data Archive (NDA) repository, https://doi.org/10.15154/1523041.
Code availability:
The underlying code for this study is not publicly available but may be made available to qualified researchers on reasonable request from the corresponding author.
PY - 2025/8/21
Y1 - 2025/8/21
N2 - Not everyone is equally likely to experience mental illness. What is the contribution of an individual’s genetic background and experiences of childhood adversity to that likelihood? And how do these risk factors interact at the level of the brain? This study explores these questions by investigating the relationship between genetic liability for mental illness, childhood adversity, and cortico-limbic connectivity in a large developmental sample drawn from the ABCD cohort (N = 6535). Canonical Correlation Analysis – a multivariate data-reduction technique – revealed two genetic dimensions of mental illness from the polygenic risk scores for ADHD, Anxiety, Depression, and Psychosis. The first dimension represented liability for broad psychopathology which was positively correlated with adversity. The second dimension represented neurodevelopmental-specific risk which negatively interacted with adversity, suggesting that neurodevelopmental symptoms may arise from unique combinations of genetic and environmental factors that differ from other symptom domains. Next, we investigated the cortico-limbic signature of adversity and genetic liability using Partial Least Squares. We found that the neural correlates of adversity broadly mirrored those of genetic liability, with adversity capturing most of the shared variance. These novel findings suggest that genetic and environmental risk overlap in the neural connections that underlie mental health symptomatology.
AB - Not everyone is equally likely to experience mental illness. What is the contribution of an individual’s genetic background and experiences of childhood adversity to that likelihood? And how do these risk factors interact at the level of the brain? This study explores these questions by investigating the relationship between genetic liability for mental illness, childhood adversity, and cortico-limbic connectivity in a large developmental sample drawn from the ABCD cohort (N = 6535). Canonical Correlation Analysis – a multivariate data-reduction technique – revealed two genetic dimensions of mental illness from the polygenic risk scores for ADHD, Anxiety, Depression, and Psychosis. The first dimension represented liability for broad psychopathology which was positively correlated with adversity. The second dimension represented neurodevelopmental-specific risk which negatively interacted with adversity, suggesting that neurodevelopmental symptoms may arise from unique combinations of genetic and environmental factors that differ from other symptom domains. Next, we investigated the cortico-limbic signature of adversity and genetic liability using Partial Least Squares. We found that the neural correlates of adversity broadly mirrored those of genetic liability, with adversity capturing most of the shared variance. These novel findings suggest that genetic and environmental risk overlap in the neural connections that underlie mental health symptomatology.
UR - http://www.scopus.com/inward/record.url?scp=105013856269&partnerID=8YFLogxK
U2 - 10.1038/s41398-025-03513-1
DO - 10.1038/s41398-025-03513-1
M3 - Article
C2 - 40841533
AN - SCOPUS:105013856269
SN - 2158-3188
VL - 15
JO - Translational Psychiatry
JF - Translational Psychiatry
IS - 1
M1 - 305
ER -