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Polygenic Risk for Major Depression: Diagnostic Specificity and Developmental Trajectories in an Admixed Youth Cohort
Marcelo José Abduch Adas Brañas1, Lucas Toshio Ito2, Marcos Signoretti Croci1
1National Institute of Developmental Psychiatry for Children and Adolescents (INCT-CNPq), São Paulo, Brazil; National Center for Innovation and Research in Mental Health (CISM), São Paulo, Brazil; Department of Psychiatry, Faculdade de Medicina, Universidade de São Paulo (USP), São Paulo, SP, Brazil.
Major Depressive Disorder polygenic risk scores (MDD-PRS) show diagnostic specificity and predict a more severe depression course. MDD-PRS relevance extends across ancestries, aiding in understanding depression's genetic underpinnings.
Area of Science:
- Psychiatry
- Genetics
- Epidemiology
Background:
- Major Depressive Disorder (MDD) is a heritable, polygenic condition.
- The diagnostic specificity, developmental impact, and generalizability of MDD polygenic risk scores (MDD-PRS) across diverse ancestries are not well understood.
Purpose of the Study:
- To investigate the diagnostic specificity of MDD-PRS for Major Depressive Disorder.
- To examine the association of MDD-PRS with longitudinal depressive symptom trajectories and late-adolescent/young-adult outcomes, including nonsuicidal self-injury (NSSI).
- To assess the cross-ancestry relevance and developmental utility of MDD-PRS in an admixed population.
Main Methods:
- Utilized a discovery-replication design in the Brazilian High-Risk Cohort (N=2,163; ages 6-23).
- Tested associations between MDD-PRS and lifetime DSM-IV diagnoses, longitudinal depressive symptom trajectories (latent growth-curve models), and adolescent/young-adult depressive symptoms and NSSI.
- Employed weighted ordinary least squares and quantile regression, adjusting for covariates.
Main Results:
- MDD-PRS demonstrated relative specificity for MDD, explaining 2.6-3.6% of liability variance; no other diagnoses met significance thresholds.
- Higher MDD-PRS predicted increased initial levels, faster rates of increase, and higher time-averaged levels of depressive symptoms longitudinally.
- MDD-PRS were associated with depressive symptoms cross-sectionally, and with NSSI, particularly among individuals with MDD.
Conclusions:
- MDD-PRS exhibit relative diagnostic specificity for Major Depressive Disorder.
- MDD-PRS are associated with a more severe developmental course of depression.
- The findings support the utility and cross-ancestry relevance of MDD-PRS in understanding depression.
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