EMT and fibroblast-myofibroblast-myofibroblast transition (FMT) are involved in the initiation and progression of cancer (Ribatti et al., 2020), and studies have demonstrated that fibroblasts with high levels of COL1A1 are related to EMT (Wang et al., 2022). Here, COL1A1 is linked to cancer.