Here we report that grafting temperature-responsive polymers onto hyaluronic acid allows temperature-induced self-assembly into nanogels with tunable size. These nanogels can be easily loaded with hydrophobic molecules and hold potential for anti-cancer drug delivery towards human ovarian cancer cells.