From what we know, this is the first time that CIBERSORT, WGCNA, and LASSO methods have been used in combination to identify novel biomarkers associated with CD4+ T-cell infiltration of DM, construct a prediction model evaluating CD4+ T-cell infiltration, and investigate the regulatory mechanisms of the key genes. This evidence concerns the gene CD4 and dermatomyositis.