This study harmonized CSF biomarkers of 4592 participants recruited from 20 cohorts and performed ancestry-specific analyses and meta-analysis, providing robust evidence of complex interplay among sex, ancestry, and APOE-ε4 in these AD biomarkers. The gene discussed is APOE; the disease is Alzheimer disease.