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The study design. (A) Multi-omics data in the UKB. (B) Identified brain regions with structural changes associated with APOE, alcohol, smoking, physical activity (Phy. Act.), and SES. (C) A schematic diagram illustrating the associations we analyzed between genetics, demographics, lifestyle, SES factors, and brain structural traits in this study.
