Antibodies and antigen binding fragments that bind to neublastin polypeptides are disclosed. Also disclosed are methods of using the antibodies and antigen binding fragments in assays for detecting the presence or amount of endogenous and/or exogenous neublastin in a sample and in methods of antagonizing neublastin bioactivity.