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Updated: Mar 23, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Breast cancer tumor immune microenvironment landscape identifies prognostic risk genes and potential drugs
Baoquan Liu1, Daode Bao2, Lianyou Zhao2
1Department of Anatomy, Harbin Medical University, 157 Baojian Road, Harbin 150081, China.
Abstract:
Breast cancer (BRCA) is the most common type of cancer among women. The tumor immune microenvironment (TIM) influences the early progression of BRCA and is related to its clinical characteristics and outcomes. But the underlying mechanisms remain unclear. In this study, four synergistic TIM-prognosis-related genes (CD1C, CD40LG, CXCR3, CD69) were obtained which were significantly associated with tumor purity, and higher TIM-related immune activity was associated with improved prognosis in BRCA patients. A microRNA-mRNA-transcription factor regulatory network was established, revealing upstream regulators of these genes. Furthermore, fourteen candidate drugs targeting this network were predicted, and structural analogs of Lumacaftor and Ivosidenib showed promising docking affinities to CD1C and CXCR3, respectively. These findings provide preliminary insights into TIM-associated prognostic pathways and suggest candidate compounds for further investigation in BRCA.
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