Here we have shown in a sample of White participants from the HRS, that cognitive decline among individuals with one or more APOE ε4 alleles in addition to AD risk genes of small effect are greater than the risk associated with APOE ε4 alone. The gene discussed is APOE; the disease is Mental deterioration.