Overall, these data together showed that COL1A1, COL1A2, and COL6A3 are the key molecules that might regulate the tumor pEMT phonotype by interacting with SDC1 and accelerate the malignant progression of cancer patients. The gene discussed is COL1A1; the disease is neoplasm.