APOE and Alzheimer disease: In addition, the host’s APOE alleles (especially APOE4), representing the strongest AD genetic risk factor, have been correlated with both an elevated innate immune response and changes in the butyrate-producing bacterial populations and their metabolite profiles in human and mouse models [102,103].