Immunogenomic landscape analyses of immune molecule signature-based risk panel for patients with triple-negative breast cancer

被引:15
作者
Liu, Cun [1 ]
Li, Ye [1 ]
Xing, Xiaoming [2 ]
Zhuang, Jing [3 ]
Wang, Jigang [2 ]
Wang, Chunyan [4 ]
Zhang, Lujun [4 ]
Liu, Lijuan [5 ]
Feng, Fubin [3 ,5 ]
Li, Huayao [6 ]
Gao, Chundi [1 ]
Yu, Yang [6 ]
Liu, Jingyang [1 ]
Sun, Changgang [3 ,7 ,8 ]
机构
[1] Shandong Univ Tradit Chinese Med, Sch Clin Med 1, Jinan 250000, Peoples R China
[2] Qingdao Univ, Dept Pathol, Affiliated Hosp, Qingdao 266000, Peoples R China
[3] Weifang Tradit Chinese Hosp, Dept Oncol, Weifang 261000, Peoples R China
[4] Weifang Univ, Dept Phys & Optoelectron Engn, Weifang 261000, Peoples R China
[5] Qingdao Univ, Sch Basic Med, Dept Special Med, Qingdao 266000, Peoples R China
[6] Shandong Univ Tradit Chinese Med, Coll Tradit Chinese Med, Jinan 250000, Peoples R China
[7] Weifang Med Univ, Coll Tradit Chinese Med, Weifang 261000, Peoples R China
[8] Shandong Univ Tradit Chinese Med, Qingdao Acad Chinese Med Sci, Qingdao 266000, Peoples R China
基金
中国国家自然科学基金;
关键词
PHYLLODES TUMORS; GENOMIC ANALYSIS; SUBTYPES; MED12;
D O I
10.1016/j.omtn.2022.04.034
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Triple-negative breast cancer (TNBC) presented as high heterogeneous immunogenicity that lacks useful clinical signatures to risk-stratify immune-benefit subtypes. We hypothesized that molecular-based phenotypic characterization of TNBC tumors and their immunity may overcome these challenges. We enrolled 1,145 patients with TNBC for analysis. Through combining algorithm integration analysis and TNBC datasets, a tumor immune risk score (TIRS) panel consisting of 8 potential biomarkers was identified. The TIRS panel represented excellent effectiveness as an independent predictor. High- and low risk stratification of patients was further achieved by TIRS, and significant survival and immune-infiltration pattern differences were found in each cohort, both at the transcriptome and protein levels. Non-negative matrix factorization clustering further identified four different tumor immune microenvironment types (TIMTs), among which TIMT-II was associated with the best prognosis and immune status, whereas TIMT-IV had the opposite effect, TIMT-III was associated with highly unstable genomes, and TIMT-I displayed stem-cell-related characteristics along with high stromal scores and may have extensive enrichment of tumor-associated fibroblasts and vascular cells. In conclusion, our TIRS panel could serve as a robust prognostic signature and provide therapeutic benefits for immunotherapy. Additionally, coordinating four TIMTs may be helpful for clinical decision-making in TNBC patients.
引用
收藏
页码:670 / 684
页数:15
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