To minimize confounding variables, we performed unbiased propensity score matching independently within each dataset to select a final cohort of APOE4 carriers and non-carriers matched for age, sex, AD status, and the number of vascular cell nuclei contributed per individual (Extended Data 1A, 1B). The gene discussed is APOE; the disease is Alzheimer disease.