Identification and Validation of Immune-Related Methylation Clusters for Predicting Immune Activity and Prognosis in Breast Cancer

被引:3
作者
Yang, Anli [1 ]
Zhou, Ying [2 ]
Kong, Yanan [1 ]
Wei, Xiaoli [3 ]
Ye, Feng [1 ]
Zhang, Lijuan [1 ]
Zhong, Xian [4 ]
Li, Mingyue [5 ]
Lu, Shilin [6 ]
An, Xin [3 ]
Xiao, Weikai [1 ,7 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Breast Oncol, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
[2] Haizhu Dist Ctr Dis Control & Prevent, Dept Infect Dis & Endem Dis Control, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Oncol, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
[4] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Ultrasound, Guangzhou, Peoples R China
[5] Univ Penn, Dept Pathol & Lab Med, Perelman Sch Med, Philadelphia, PA 19104 USA
[6] Sun Yat Sen Univ, Zhongshan Sch Med, Guangzhou, Peoples R China
[7] Guangdong Acad Med Sci, Guangdong Prov Peoples Hosp, Canc Ctr, Dept Breast Canc, Guangzhou, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
基金
中国国家自然科学基金;
关键词
DNA methylation; IRMGs; immune infiltration; prognosis; breast cancer;
D O I
10.3389/fimmu.2021.704557
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The role of DNA methylation of breast cancer-infiltrating immune cells has not been fully explored. We conducted a cohort-based retrospective study analyzing the genome-wide immune-related DNA methylation of 1057 breast cancer patients from the TCGA cohort and GSE72308 cohort. Based on patients' overall survival (OS), a prognostic risk score system using 18 immune-related methylation genes (IRMGs) was established and further validated in an independent cohort. Kaplan-Meier analysis showed a clear separation of OS between the low- and high-risk groups. Patients in the low-risk group had a higher immune score and stromal score compared with the high-risk group. Moreover, the characteristics based on 18-IRMGs signature were related to the tumor immune microenvironment and affected the abundance of tumor-infiltrating immune cells. Consistently, the 18-IRMGs signatures showed similar influences on immune modulation and survival in another external validation cohort (GSE72308). In conclusion, the proposed 18-IRMGs signature could be a potential marker for breast cancer prognostication.
引用
收藏
页数:12
相关论文
共 50 条
[21]   Benefits of Targeted Molecular Therapy to Immune Infiltration and Immune-Related Genes Predicting Signature in Breast Cancer [J].
Chen, Fahai ;
Fang, Jianmin .
FRONTIERS IN ONCOLOGY, 2022, 12
[22]   Identification of a novel immune-related gene signature by single-cell and bulk sequencing for the prediction of the immune landscape and prognosis of breast cancer [J].
Gu, Yanlin ;
Feng, Zhengyang ;
Xu, Xiaoyan ;
Jin, Liyan .
CANCER CELL INTERNATIONAL, 2024, 24 (01)
[23]   Construction and Validation of an Immune-Related lncRNA Prognosis Model for Thyroid Cancer [J].
Li, Zheng ;
Wang, Hui ;
Deng, Xia ;
Zhang, Jing ;
Wang, Ling ;
Tang, Wanyan ;
You, Wenxin ;
Nian, Weiqi .
COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2022, 25 (13) :2217-2227
[24]   Identification of an Immune-Related Signature for Predicting Prognosis in Patients With Pancreatic Ductal Adenocarcinoma [J].
Wang, Weijia ;
Yan, Liang ;
Guan, Xiaoya ;
Dong, Bin ;
Zhao, Min ;
Wu, Jianhui ;
Tian, Xiuyun ;
Hao, Chunyi .
FRONTIERS IN ONCOLOGY, 2021, 10
[25]   Computational identification of immune-related lncRNA signature for predicting the prognosis and immune landscape of human glioblastoma multiforme [J].
Shi, Dongjie ;
Zhong, Wenjie ;
Liu, Dan ;
Sun, Xiaochuan ;
Hao, Shilei ;
Yang, Yaying ;
Ao, Lei ;
Zhou, Junjie ;
Xia, Yongzhi ;
Zhou, Yudong ;
Yu, Hua ;
Xia, Haijian .
FRONTIERS IN IMMUNOLOGY, 2022, 13
[26]   Identification and validation of endocrine resistance-related and immune-related long non-coding RNA (lncRNA) signatures for predicting endocrinotherapy response and prognosis in breast cancer [J].
Yang, Ming ;
Sun, Yutian ;
Ji, Hongfei ;
Zhang, Qingyuan .
ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (24)
[27]   Alterations in Immune-Related Genes as Potential Marker of Prognosis in Breast Cancer [J].
Li, Bei ;
Geng, Rongxin ;
Wu, Qi ;
Yang, Qian ;
Sun, Si ;
Zhu, Shan ;
Xu, Zhiliang ;
Sun, Shengrong .
FRONTIERS IN ONCOLOGY, 2020, 10
[28]   An immune-related risk gene signature predicts the prognosis of breast cancer [J].
Wenning Cao ;
Yike Jiang ;
Xiang Ji ;
Lan Ma .
Breast Cancer, 2021, 28 :653-663
[29]   An immune-related risk gene signature predicts the prognosis of breast cancer [J].
Cao, Wenning ;
Jiang, Yike ;
Ji, Xiang ;
Ma, Lan .
BREAST CANCER, 2021, 28 (03) :653-663
[30]   Exploration the Significance of a Novel Immune-Related Gene Signature in Prognosis and Immune Microenvironment of Breast Cancer [J].
Zhao, Yajie ;
Pu, Chunrui ;
Liu, Zhenzhen .
FRONTIERS IN ONCOLOGY, 2020, 10