Through the “CIBERSORT” algorithm and WGCNA analysis, we preliminarily determined that the “greenyellow” module containing 929 DEGs was most significantly associated with CD4+ MTC infiltration. Here, CD4 is linked to medullary thyroid gland carcinoma.