Initially, we discerned seven pivotal genes—SQSTM1, SRC, UBA52, MFN2, UBC, RPS27A, and ATG12—displaying differential expression in CRS patients as opposed to controls, and based on these key genes, we established a proficient model for CRS diagnosis. Here, UBC is linked to congenital rubella syndrome.