In the autoimmune disease multiple sclerosis (MS) and its animal model Experimental Autoimmune Encephalomyelitis (EAE), expansion of pathogenic, myelin-specific Th1 cell populations drives active disease; selectively targeting this process may be the basis for a new therapeutic approach. Previous studies have hinted a role for protein arginine methylation in immune responses, including T cell-mediated autoimmunity and EAE. However, a conclusive role for the Protein Arginine Methyl Transferase (PRMT) enzymes that catalyze these reactions has been lacking. PRMT5 is the main PRMT responsible for symmetric dimethylation of arginine residues of histones and other proteins. PRMT5 drives embryonic development and cancer, but its role in T cells, if any, has not been investigated. Here, we show that PRMT5 is an important modulator of CD4+ T cell expansion. PRMT5 was transiently up-regulated during maximal proliferation of both mouse and human memory Th cells. PRMT5 expression was regulated upstream by the NF-κB pathway, and it promoted IL-2 production and proliferation. Blocking PRMT5 with novel, highly selective small molecule PRMT5 inhibitors severely blunted memory Th expansion, with preferential suppression of Th1 over Th2 cells. In vivo, PRMT5 blockade efficiently suppressed recall T cell responses and reduced inflammation in Delayed Type Hypersensitivity (DTH) and clinical disease in Experimental Autoimmune Encephalomyelitis (EAE) mouse models. These data implicate PRMT5 in regulation of adaptive memory T helper cell responses and suggest PRMT5 inhibitors may be a novel therapeutic approach for T cell-mediated inflammatory disease.