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Chunk #52 — Online Methods — Post-GWAS analysis — Genome-wide gene-based association study (GWGAS) and Enrichment Analysis.

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Bi-ancestral depression GWAS in the Million Veteran Program and meta-analysis in >1.2 million individuals highlight new therapeutic directions.
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Summary statistics from the primary MDD-META meta-analysis were loaded into Functional Mapping and Annotation of Genome-Wide Association Studies (FUMA GWAS) to test for gene-level associations using Multi-Marker Analysis of GenoMic Annotation (MAGMA).47 Input SNPs were mapped to 17,927 protein coding genes. The GWS threshold for the gene-based test was therefore determined to be p = 0.05/17,927 = 2.79×10-6. Genes from MAGMA’s gene-based association were used for gene ontology and drug-set enrichment using the ShinyGO18 web tool.