Consistent with prior studies, COL1A1 is the most abundant collagen in the ECM and is widely involved in pathological processes such as fibrosis, TME remodeling and tissue sclerosis, playing a critical role in diseases such as liver fibrosis and cancer metastasis66. Here, COL1A1 is linked to cancer.