Multiple myeloma (MM), like other cancers, is caused by the accumulation of genetic abnormalities. Heterogeneity exists in the patients’ response to treatments, for example, bortezomib. | Predicting multi-level drug response with gene expression profile in multiple myeloma using hierarchical ordinal regression