Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer

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Masanori Oshi
Ankit Patel
Rongrong Wu
Lan Le
Yoshihisa Tokumaru
Akimitsu Yamada
Li Yan
Ryusei Matsuyama
Takashi Ishikawa
Itaru Endo
Kazuaki Takabe
机构
[1] Roswell Park Comprehensive Cancer Center,Department of Surgical Oncology
[2] Yokohama City University Graduate School of Medicine,Department of Gastroenterological Surgery
[3] Tokyo Medical University,Department of Breast Surgery and Oncology
[4] Gifu University,Department of Surgical Oncology, Graduate School of Medicine
[5] Roswell Park Comprehensive Cancer Center,Department of Biostatistics and Bioinformatics
[6] Niigata University Graduate School of Medical and Dental Sciences,Division of Digestive and General Surgery
[7] Fukushima Medical University School of Medicine,Department of Breast Surgery
[8] State University of New York,Department of Surgery, Jacobs School of Medicine and Biomedical Sciences
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Although the value of tumor-infiltrating lymphocytes is well known, the clinical relevance of an increased immune response, specifically in breast cancer, has not been investigated across large cohorts of patients using computational algorithms. Our hypothesis stated that an enhanced immune response is associated with an improvement in outcomes. To quantify the immune response, we utilized the allograft rejection score correlated with cytolytic activity and with all the other Hallmark immune-related gene sets. The score reflected the amount of infiltrating immune cells that correlated with the immune checkpoint molecule expressions, including CD4+ and CD8+ T cells, T helper type 1 (Th1) and type 2 (Th2) cells, M1 macrophages, B cells, and plasmacytoid dendritic cells (pDC). A high score was associated with high levels of intratumor heterogeneity, homologous recombination defects, mutation rate, histological grade, advanced stage, and lymph node metastasis. Breast malignancy with a high score enriched immune-related gene sets and pro-cancer-related gene sets, including epithelial–mesenchymal transition and KRAS pathway, in ER-positive/HER2-negative and triple-negative breast cancer (TNBC) groups. TNBC had the highest score compared to other subtypes, and was associated with better survival. In conclusion, we found that breast cancer with a high immune response is associated with aggressive cancer biology, but with better survival in TNBC.
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