Development of risk prediction models for depression combining genetic and early life risk factors

T Lu, PP Silveira, CMT Greenwood - Frontiers in neuroscience, 2023 - frontiersin.org
Background Both genetic and early life risk factors play important roles in the pathogenesis
and progression of adult depression. However, the interplay between these risk factors and …

Transcriptome-wide association study identifies new susceptibility genes and pathways for depression

X Li, X Su, J Liu, H Li, M Li… - Translational …, 2021 - nature.com
Depression is the most prevalent mental disorder with substantial morbidity and mortality.
Although genome-wide association studies (GWASs) have identified multiple risk variants …

Depression pathophysiology, risk prediction of recurrence and comorbid psychiatric disorders using genome-wide analyses

TD Als, MI Kurki, J Grove, G Voloudakis, K Therrien… - Nature medicine, 2023 - nature.com
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 …

Genomic prediction of depression risk and resilience under stress

Y Fang, L Scott, P Song, M Burmeister… - Nature human …, 2020 - nature.com
Advancing ability to predict who is likely to develop depression holds great potential in
reducing the disease burden. Here, we use the predictable and large increase in depression …

Polygenic risk score effectively predicts depression onset in alzheimer's disease based on major depressive disorder risk variants

S Upadhya, H Liu, S Luo, MW Lutz… - Frontiers in …, 2022 - frontiersin.org
Introduction Depression is a common, though heterogenous, comorbidity in late-onset
Alzheimer's Disease (LOAD) patients. In addition, individuals with depression are at greater …

Identification of 64 new risk loci for major depression, refinement of the genetic architecture and risk prediction of recurrence and comorbidities

TD Als, M Kurki, J Grove, G Voloudakis, K Therrien… - medRxiv, 2022 - medrxiv.org
Major depression (MD) is a common mental disorder and a leading cause of disability
worldwide. We conducted a GWAS meta-analysis of more than 1.3 million individuals …

Polygenic risk scores derived from varying definitions of depression and risk of depression

BL Mitchell, JG Thorp, Y Wu, AI Campos… - JAMA …, 2021 - jamanetwork.com
Importance Genetic studies with broad definitions of depression may not capture genetic risk
specific to major depressive disorder (MDD), raising questions about how depression …

Genome-wide association study of depression phenotypes in UK Biobank (n= 322,580) identifies the enrichment of variants in excitatory synaptic pathways

DM Howard, MJ Adams, M Shirali, TK Clarke… - BioRxiv, 2017 - biorxiv.org
Depression is a polygenic trait that causes extensive periods of disability and increases the
risk of suicide, a leading cause of death in young people. Previous genetic studies have …

Genome‐wide polygenic scoring for a 14‐year long‐term average depression phenotype

SC Chang, MM Glymour, S Walter, L Liang… - Brain and …, 2014 - Wiley Online Library
Background Despite moderate heritability estimates for depression‐related phenotypes, few
robust genetic predictors have been identified. Potential explanations for this discrepancy …

A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank

X Shen, DM Howard, MJ Adams, WD Hill… - Nature …, 2020 - nature.com
Depression is a leading cause of worldwide disability but there remains considerable
uncertainty regarding its neural and behavioural associations. Here, using non-overlapping …