The following proteins were the top ten predictors with an importance score ranging between 40% and 100%: PODXL2, TNXB, COL1A1, GFAP, WNT9A, RET, SMOC1, BC, CTSV, and WISP2 (see Table 2). The gene discussed is COL1A1; the disease is breast cancer.