To identify the previously unknown T cell exhaustion associated molecule, we analyzed human and murine single-cell RNA sequencing (scRNA-seq) data in this study and identified the underlying mechanisms of HMGB2 promoting HCC progression through dual action on effector T cells (TEFF) and cancer cells, respectively. The gene discussed is HMGB2; the disease is cancer.