Our study further reveals that transcriptional regulators such as IRF3, IRF7, STAT1, and MYB are critically involved in T cell-mediated autoimmunity, along with ncRNAs LINC00487, LINC01260, and MIR223 with their expression patterns linked to immune dysregulation. The gene discussed is IRF7; the disease is Autoimmunity.