For example, based on the linkage disequilibrium structure of APOE, as well as available HapMap data, one could accurately predict Alzheimer’s disease risk for an individual even after removal of the individual’s APOE genotypes from the analysis [8]. Here, APOE is linked to early-onset autosomal dominant Alzheimer disease.