Zejun Wang,1,* Shichao Zhang,2,* Chaochao Zheng,3 Kaide Xia,4 Liangquan Sun,4 Xuejie Tang,4 Fulin Zhou,4 Yan Ouyang,2 Fuzhou Tang3 1Department of Gastrointestinal Surgery, The Affiliated Cancer Hospital of Guizhou Medical University, Guiyang, Peopleâs Republic of China; 2Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou Province/School of Biology and Engineering, Guizhou Medical University, Guiyang, Peopleâs Republic of China; 3Immune Cells and Antibody Engineering Research Center of Guizhou province/School of Biology and Engineering, Guizhou Medical University, Guiyang, Peopleâs Republic of China; 4Guiyang Maternal and Child Health Care Hospital, Guiyang Childrenâs Hospital, Guiyang, Peopleâs Republic of China*These authors contributed equally to this workCorrespondence: Fuzhou Tang, Immune Cells and Antibody Engineering Research Center of Guizhou province/School of Biology and Engineering, Guizhou Medical University, Guiyang, Peopleâs Republic of China, Tel +86 085188174043, Email tangfuzhou@163.com Yan Ouyang, Key Laboratory of Infectious Immune and Antibody Engineering in Guizhou province/School of Biology and Engineering, Guizhou Medical University, Guiyang, Peopleâs Republic of China, Email ouyangyan@gmc.edu.cnBackground: Tumor immune cell infiltration is closely associated with the occurrence and development of tumors. Collagen triple helix repeats containing 1 (CTHRC1), a regulator of collagen expression and cell migration, is involved in the metastasis and invasion of tumors. However, the role of CTHRC1 in breast cancer remains unclear. This study aimed to investigate the prognostic value of CTHRC1, and further explore its association with immune infiltration in breast cancer.Methods: CTHRC1 expression pattern and prognostic value were analyzed using ONCOMINE, PrognoScan, GEPIA, and KaplanâMeier Plotter databases. We then detected CTHRC1 mRNA levels in breast cancer tissues and paired normal breast tissues by Q-PCR. Subsequently, the University of California Santa Cruz (UCSC) database was used to determine the methylation status of CTHRC1. Furthermore, CTHRC1 mutations were investigated using the Catalogue of Somatic mutations in Cancer (COSMIC) and cBioPortal databases. We also assessed the correlation between CTHRC1 expression and immune cell infiltration using TIMER. In addition, The relationship of CTHRC1 expression with the immune marker sets of various immune cells was evaluated using GEPIA and TIMER.Results: CTHRC1 was highly expressed in a variety of tumors, including breast cancer. Elevated CTHRC1 expression was related to a poor prognosis. Notably, CTHRC1 expression was significantly associated with macrophage infiltration, especially the immune infiltration gene marker set of M2. Copy number variations, DNA mutations and methylation states might be potential mechanisms for regulating CTHRC1 expression. Protein digestion and absorption, human papillomavirus infection, ECM-receptor interaction, focal adhesion, and PI3K-Akt signaling pathways were identified as the potential CTHRC1-driven signaling pathways.Conclusion: These findings suggest that CTHRC1 could be a promising immune-related biomarker for the treatment of breast cancer patients.Keywords: CTHRC1, breast cancer, prognostic, macrophage, biomarker