We developed a nanotechnology based-cell mediated drug delivery system by loading myelin antigen-specific T cells with nanoparticles bound to anti-CD20 monoclonal antibody. Anti-CD20 antibody is a current treatment (ocrelizumab) for multiple sclerosis (MS), a chronic, inflammatory and autoimmune disease of the central nervous system (CNS). CD20-depletion has been associated with efficacy in active relapsing and progressive MS, but may not efficiently target inflammatory cells compartmentalized in the CNS. In our work, the intravenous transfer of T cells containing nanoparticle-anti-CD20 complex in mice causes B cell depletion in the spleen and in the brain, whereas the injection of anti-CD20 alone depletes B cells only in the spleen. Testing this system in Experimental Autoimmune Encephalomyelitis (EAE), animal model of MS, we found that spinal cord B cell depletion ameliorates the disease course and pathology. Graphical Abstract.Keywords: Anti-CD20; Drug delivery; EAE; Nanoparticles loaded T cells.