In addition, the predominant co-expression of GPNMB in myeloid cells (Supplementary Figure S3I) and CD44 in cancer cells (Supplementary Figure S1C) in chemo-resistant samples may provide us with the mechanism underlying chemo-resistance. The gene discussed is GPNMB; the disease is cancer.