Chronic exposure to traffic-related air pollution alters gut microbiota and bile acid metabolism in a sex- and genotype-specific manner, reducing microbial diversity in male TgF344 AD rats, shifting inflammation-associated bacteria in females, increasing primary and secondary bile acids, and downregulating Ntcp in males, potentially contributing to AD risk. This evidence concerns the gene SLC10A1 and Alzheimer disease.