This systematic review and meta-analysis confirms the strong association between FLG and SPINK5 variants and AD, while also highlighting additional genes such as LAMA3, HRNR, and COL8A1 that may contribute to skin barrier impairment. Here, FLG is linked to Alzheimer disease.