APOE and Alzheimer disease: APOE gene expression from short-read sequencing showed a distinct cell-type-specific trend across AD and ND brains, wherein AD brains had increased expression in microglia, consistent with neuroinflammation and aging54, but decreased expression in astrocytes (Fig. 4h).