Through transcriptome and proteome sequencing data, combined with biological information methods, this study mined key myelin-related genes in IS, explored their relationship with other cerebrovascular diseases and their regulatory mechanisms in IS, and predicted potential drugs related to key genes, which is of great significance for further revealing the pathogenesis of IS.