We further validated the close relationship between B cells and TCM cells in our independent MF cohort, and we identified a positive correlation between malignant TCM marker CD40LG and mature B cell marker CD20 (encoded by MS4A1) (Supplementary Fig. 4d). The gene discussed is CD40LG; the disease is mycosis fungoides.