Some of the secondary analyses (Gene-set enrichments, conditional SNP association analyses, fine-mapping) necessitate access to individual level data, require identical QC and imputation procedures, and/or an accurate LD reference panel meaning these analyses could only be reliably performed in a subset of the dataset. The following analyses focussed on the core PGC dataset for which these conditions are met.