The single cell analysis indicated these markers ACTA2, CAV1, FAP, FN1, FOXF1, MMP2, PDGFRA, PDGFRB, PDPN, SPARC, and ZEB1 were highly expressed in the CAFs of the lung cancer microenvironment (Figure 1B). Here, CAV1 is linked to lung carcinoma.