In the sex-stratified analysis, we found that in males PFAS were associated with cancers in the urinary system, brain and other nervous system, leukemia, and soft tissues, and in females, PFAS were associated with the endocrine system, oral cavity and pharynx, and soft tissue. The gene discussed is PFAS; the disease is cancer.