» Articles » PMID: 37464041

Depression Pathophysiology, Risk Prediction of Recurrence and Comorbid Psychiatric Disorders Using Genome-wide Analyses

Abstract

Depression is a common psychiatric disorder and a leading cause of disability worldwide. Here we conducted a genome-wide association study meta-analysis of six datasets, including >1.3 million individuals (371,184 with depression) and identified 243 risk loci. Overall, 64 loci were new, including genes encoding glutamate and GABA receptors, which are targets for antidepressant drugs. Intersection with functional genomics data prioritized likely causal genes and revealed new enrichment of prenatal GABAergic neurons, astrocytes and oligodendrocyte lineages. We found depression to be highly polygenic, with ~11,700 variants explaining 90% of the single-nucleotide polymorphism heritability, estimating that >95% of risk variants for other psychiatric disorders (anxiety, schizophrenia, bipolar disorder and attention deficit hyperactivity disorder) were influencing depression risk when both concordant and discordant variants were considered, and nearly all depression risk variants influenced educational attainment. Additionally, depression genetic risk was associated with impaired complex cognition domains. We dissected the genetic and clinical heterogeneity, revealing distinct polygenic architectures across subgroups of depression and demonstrating significantly increased absolute risks for recurrence and psychiatric comorbidity among cases of depression with the highest polygenic burden, with considerable sex differences. The risks were up to 5- and 32-fold higher than cases with the lowest polygenic burden and the background population, respectively. These results deepen the understanding of the biology underlying depression, its disease progression and inform precision medicine approaches to treatment.

Citing Articles

From Clinic to Mechanisms: Multi-Omics Provide New Insights into Cerebrospinal Fluid Metabolites and the Spectrum of Psychiatric Disorders.

Wen J, Li Y, Chen Y, Li Y, Yu B, Liu H Mol Neurobiol. 2025; .

PMID: 40085352 DOI: 10.1007/s12035-025-04773-0.


Circulating Blood-Based Proteins in Psychopathology and Cognition: A Mendelian Randomization Study.

Bhattacharyya U, John J, Lam M, Fisher J, Sun B, Baird D JAMA Psychiatry. 2025; .

PMID: 40072421 PMC: 11904806. DOI: 10.1001/jamapsychiatry.2025.0033.


Trans-ancestry Genome-Wide Analyses in UK Biobank Yield Novel Risk Loci for Major Depression.

Singh M, Chatzinakos C, Barr P, Gentry A, Bigdeli T, Webb B medRxiv. 2025; .

PMID: 40061314 PMC: 11888526. DOI: 10.1101/2025.02.22.25322721.


The trajectory of anxiety symptoms during the transition from childhood to young adulthood is predicted by IQ and sex, but not polygenic risk scores.

Ravagnani Salto A, Salum G, Hoffmann M, Santoro M, Zugman A, Pan P JCPP Adv. 2025; 5(1):e12268.

PMID: 40060001 PMC: 11889643. DOI: 10.1002/jcv2.12268.


Epigenetic insights into neuropsychiatric and cognitive symptoms in Parkinson's disease: A DNA co-methylation network analysis.

Harvey J, Smith A, Weymouth L, Smith R, Castanho I, Hubbard L NPJ Parkinsons Dis. 2025; 11(1):39.

PMID: 40025048 PMC: 11873129. DOI: 10.1038/s41531-025-00877-5.


References
1.
Kessler R, Bromet E . The epidemiology of depression across cultures. Annu Rev Public Health. 2013; 34:119-38. PMC: 4100461. DOI: 10.1146/annurev-publhealth-031912-114409. View

2.
Hasin D, Sarvet A, Meyers J, Saha T, Ruan W, Stohl M . Epidemiology of Adult DSM-5 Major Depressive Disorder and Its Specifiers in the United States. JAMA Psychiatry. 2018; 75(4):336-346. PMC: 5875313. DOI: 10.1001/jamapsychiatry.2017.4602. View

3.
Pedersen C, Mors O, Bertelsen A, Waltoft B, Agerbo E, McGrath J . A comprehensive nationwide study of the incidence rate and lifetime risk for treated mental disorders. JAMA Psychiatry. 2014; 71(5):573-81. DOI: 10.1001/jamapsychiatry.2014.16. View

4.
Lopez A, Mathers C, Ezzati M, Jamison D, Murray C . Global and regional burden of disease and risk factors, 2001: systematic analysis of population health data. Lancet. 2006; 367(9524):1747-57. DOI: 10.1016/S0140-6736(06)68770-9. View

5.
Wittchen H, Jacobi F, Rehm J, Gustavsson A, Svensson M, Jonsson B . The size and burden of mental disorders and other disorders of the brain in Europe 2010. Eur Neuropsychopharmacol. 2011; 21(9):655-79. DOI: 10.1016/j.euroneuro.2011.07.018. View