Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer
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作者:
Luo, Lixi
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Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
Luo, Lixi
[1
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Wei, Qun
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Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
Wei, Qun
[1
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Xu, Chenpu
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Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
Xu, Chenpu
[1
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Dong, Minjun
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Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
Dong, Minjun
[1
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Zhao, Wenhe
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Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
Zhao, Wenhe
[1
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机构:
[1] Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
The survival outcome of triple-negative breast cancer (TNBC) remains poor, with difficulties still existing in prognosis assessment and patient stratification. Pyroptosis, a newly discovered form of programmed cell death, is involved in cancer pathogenesis and progression. The role of pyroptosis in the tumor microenvironment (TME) of TNBC has not been fully elucidated. In this study, we disclosed global alterations in 58 pyroptosis-related genes at somatic mutation and transcriptional levels in TNBC samples collected from The Cancer Genome Atlas and Gene Expression Omnibus databases. Based on the expression patterns of genes related to pyroptosis, we identified two molecular subtypes that harbored different TME characteristics and survival outcomes. Then, based on differentially expressed genes between two subtypes, we established a 12-gene score with robust efficacy in predicting short- and long-term overall survival of TNBC. Patients at low risk exhibited a significantly better prognosis, more antitumor immune cell infiltration, and higher expression of immune checkpoints including PD-1, PD-L1, CTLA-4, and LAG3. The comprehensive analysis of the immune landscape in TNBC indicated that alterations in pyroptosis-related genes were closely related to the formation of the immune microenvironment and the intensity of the anticancer response. The 12-gene score provided new information on the risk stratification and immunotherapy strategy for highly heterogeneous patients with TNBC.
机构:
Univ Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Univ Coimbra, IIIUC Inst Interdisciplinary Res, Coimbra, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Gregorio, Ana C.
Lacerda, Manuela
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Univ Porto, IPATIMUP Inst Mol Pathol & Immunol, Porto, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Lacerda, Manuela
Figueiredo, Paulo
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IPOFG EPE Portuguese Inst Oncol Francisco Gentil, Coimbra, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Figueiredo, Paulo
Simoes, Sergio
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Univ Coimbra, FFUC Fac Pharm, Polo Ciencias Saude, Coimbra, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Simoes, Sergio
Dias, Sergio
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Univ Lisbon, Fac Med, IMM, Lisbon, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Dias, Sergio
Moreira, Joao Nuno
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Univ Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
Univ Coimbra, FFUC Fac Pharm, Polo Ciencias Saude, Coimbra, PortugalUniv Coimbra, Fac Med Polo 1, CNC Ctr Neurosci & Cell Biol, P-3004504 Coimbra, Portugal
机构:
Harbin Med Univ, Canc Hosp, Dept Med Oncol, Harbin, Heilongjiang, Peoples R ChinaHarbin Med Univ, Canc Hosp, Dept Med Oncol, Harbin, Heilongjiang, Peoples R China
Liu, Ji
Ma, Jianli
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Harbin Med Univ, Dept Radiat Oncol, Canc Hosp, Harbin, Heilongjiang, Peoples R ChinaHarbin Med Univ, Canc Hosp, Dept Med Oncol, Harbin, Heilongjiang, Peoples R China
Ma, Jianli
Zhang, Qingyuan
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Harbin Med Univ, Canc Hosp, Dept Med Oncol, Harbin, Heilongjiang, Peoples R ChinaHarbin Med Univ, Canc Hosp, Dept Med Oncol, Harbin, Heilongjiang, Peoples R China
机构:
Univ Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, CanadaUniv Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, Canada
Wang, Dong-Yu
Jiang, Zhe
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Univ Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, CanadaUniv Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, Canada
Jiang, Zhe
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Ben-David, Yaacov
Woodgett, James R.
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Sinai Hlth Syst, Lunenfeld Tanenbaum Res Inst, 600 Univ Ave, Toronto, ON, CanadaUniv Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, Canada
Woodgett, James R.
Zacksenhaus, Eldad
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Univ Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, Canada
Univ Toronto, Dept Med, Toronto, ON, CanadaUniv Hlth Network, Toronto Gen Res Inst, 67 Coll St, Toronto, ON M5G 2M1, Canada
机构:
Rutgers State Univ, Rutgers Canc Inst New Jersey, New Brunswick, NJ 08903 USARutgers State Univ, Rutgers Canc Inst New Jersey, New Brunswick, NJ 08903 USA
Hirshfield, Kim M.
Ganesan, Shridar
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Rutgers State Univ, Rutgers Canc Inst New Jersey, New Brunswick, NJ 08903 USARutgers State Univ, Rutgers Canc Inst New Jersey, New Brunswick, NJ 08903 USA