Furthermore, we analyzed the correlation of the expression of hub gene in lung cancer tissues, of which PECAM1, VWF, CD34, COL1A1, MMP9 and TIMP1 are closely related (Fig. 3B). Here, COL1A1 is linked to lung carcinoma.