To demonstrate utility of the ADAPTS package, we show how it can be used to augment the LM22 from [5] to identify myelomatous plasma cells from gene expression profiles of 423 purified tumor (CD138+) samples and 440 whole bone marrow (WBM) samples taken from multiple myeloma patients. The gene discussed is SDC1; the disease is AL amyloidosis.