Disclosed herein is a composition for shaping or altering the shape of hair such as by straightening hair wherein the composition contains a reducing agent a neutralizing agent a dimethicone copolyol a cellulose compound and water wherein the pH of the composition ranges from about 2 to less than about 7. Also disclosed is a process for shaping or altering the shape of hair.