COL10A1 protein level was also significantly associated with sex (male vs. female, P= 0.044), tumor grade (High vs. Low, P< 0.001), and pathological stage (III&IV vs. I&II, P< 0.001) in the validation cohort (Table 1, n=77). The gene discussed is COL10A1; the disease is neoplasm.