Using LGLL patients samples, healthy human CD8+ T cells, and KAI3 NK cell line, we show that cytokine stimulation or overexpression of GOF STAT3 variants lead to increased protein levels of epigenetic regulators, increased global DNA methylation levels, and increased reactive oxygen species (ROS) production. Here, STAT3 is linked to T-cell large granular lymphocyte leukemia.