Kaczkowski et al. [34] collected peripheral blood from a variety of tumor patients including breast cancer, lung cancer, colorectal cancer, bladder cancer, and pancreatic cancer and discovered that COL10A1 expression in different kinds of cancer patients revealed an evident increase compared with normal controls. This evidence concerns the gene COL10A1 and breast cancer.