This study aimed to explore whether collagen fiber features and collagen type I alpha 1 (COL1A1) are related to the stiffness of breast lesions and whether COL1A1 can predict axillary lymph node metastasis (LNM). Here, COL1A1 is linked to metastatic malignant neoplasm in the lymph nodes.