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This research explores the Pan-UKB GWAS with a focus on diverse ancestry inclusion to improve genomic discoveries. The study utilizes advanced mixed model associations, shares public summary statistics, and identifies significant loci and novel genetic associations. A robust quality control framework ensures accuracy across populations. Accessible resources, including detailed figures and data sharing platforms, support analysis and further research. Emphasizing the importance of diversity,...