On the one hand, the study found the Tex gene set based on three etiologies-induced Tex cells data sets and explored its hub genes and transcription factors, which helps to reverse the characteristics of T cell exhaustion and to improve the effect of tumor immunotherapy. The gene discussed is TEX46; the disease is neoplasm.