In vitro assays combined with RNA-seq analysis have revealed that PFAS could contribute to AD-like skin pathology by impairing vitamin D receptor signaling and antimicrobial defense (Kim et al., 2025). The gene discussed is VDR; the disease is Alzheimer disease.