An isolated antibody that binds human GDF15, comprising an immunoglobulin heavy chain variable region and an immunoglobulin light chain variable region comprising an amino acid sequence selected from the group consisting of: (a) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:248 (Hu01G06 IGHV1-18 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:254 (Hu01 G06 IGKV1-39 F2); (b) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:250 (Hu01G06 IGHV1-69 F1), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01G06 IGKV1-39 F1); (c) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:40 (01G06, Ch01G06 Chimeric), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:76 (01G06, Ch01G06 Chimeric); (d) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:54 (Hu01G06 IGHV1-18), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:90 (Hu01G06 IGKV1-39); (e) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:56 (Hu01G06 IGHV1-69), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:90 (Hu01 G06 IGKV1-39); (f) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:246 (Hu01G06 IGHV1-18 F1), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01 G06 IGKV1-39 F1); (g) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:252 (Hu01G06 IGHV1-69 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01 G06 IGKV1-39 F1); and (h) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:252 (Hu01G06 IGHV1-69 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:254 (Hu01G06 IGKV1-39 F2). (a) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:248 (Hu01G06 IGHV1-18 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:254 (Hu01 G06 IGKV1-39 F2); (b) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:250 (Hu01G06 IGHV1-69 F1), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01G06 IGKV1-39 F1); (c) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:40 (01G06, Ch01G06 Chimeric), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:76 (01G06, Ch01G06 Chimeric); (d) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:54 (Hu01G06 IGHV1-18), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:90 (Hu01G06 IGKV1-39); (e) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:56 (Hu01G06 IGHV1-69), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:90 (Hu01 G06 IGKV1-39); (f) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:246 (Hu01G06 IGHV1-18 F1), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01 G06 IGKV1-39 F1); (g) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:252 (Hu01G06 IGHV1-69 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:92 (Hu01 G06 IGKV1-39 F1); and (h) an immunoglobulin heavy chain variable region comprising the amino acid sequence of SEQ ID NO:252 (Hu01G06 IGHV1-69 F2), and an immunoglobulin light chain variable region comprising the amino acid sequence of SEQ ID NO:254 (Hu01G06 IGKV1-39 F2).