As a proof of concept, we show first the results from an analysis of common and rare variants within a 200 kb region near the apolipoprotein E (APOE) gene for Alzheimer’s Disease (AD), using data on 3,894 individuals from the Alzheimer’s Disease Sequencing Project (ADSP). Here, APOE is linked to early-onset autosomal dominant Alzheimer disease.