However, the regulatory mechanisms underlying the interaction between RBPs and ferroptosis in CRS, particularly regarding mitochondrial metabolism, remain elusive.<h4>Methods</h4>Hub genes correlated with RBP-related genes, ferroptosis-related genes and mitochondrial-related genes were identified by integrated bioinformatics analysis. Here, ELAVL2 is linked to congenital rubella syndrome.