The result was independently validated in two GEO datasets—GSE167093 (254 paired samples) and GSE40435 (101 paired samples)—where tumour tissues likewise displayed significant COL6A2 up-regulation (Fig. 1C, D). Here, COL6A2 is linked to neoplasm.