The extracellular matrix is an essential component of the tumour microenvironment, with COL1A1 playing a crucial role in tumour development and metastasis as a significant structural ECM protein (Geng et al., 2021; Lu, Weaver & Werb, 2012). Here, COL1A1 is linked to neoplasm.