COL10A1 and breast cancer: In breast cancer, elevated COL10A1 expression correlates with reduced tumor-infiltrating lymphocytes (TILs) and diminished immune cell infiltration, suggesting a potential role in shaping an immunosuppressive microenvironment [29, 33].