Scoring System Based on RNA Modification Writer-Related Genes to Predict Overall Survival and Therapeutic Response in Bladder Cancer

被引:3
作者
Zhang, Pu [1 ]
Liu, Zijian [2 ,3 ,4 ]
Wang, Decai [5 ]
Li, Yunxue [1 ]
Xing, Yifei [1 ]
Xiao, Yajun [1 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Urol Surg, Wuhan, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Head & Neck Oncol, Chengdu, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Radiat Oncol, Canc Ctr, Chengdu, Peoples R China
[4] Sichuan Univ, West China Hosp, Stale Key Lab Biotherapy, Chengdu, Peoples R China
[5] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Emergency Surg, Wuhan, 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
RNA modification "writer; bladder cancer; tumor microenvironment; tumor mutation burden; immunotherapy; EXPRESSION SIGNATURE; POLYADENYLATION; IDENTIFICATION; BIOMARKER; NOMOGRAM;
D O I
10.3389/fimmu.2021.724541
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Introduction It's widely reported the "writer" enzymes mediated RNA adenosine modifications which is known as a crucial mechanism of epigenetic regulation in development of tumor and the immunologic response in many kinds of cancers. However, the potential roles of these writer genes in the progression of bladder cancer (BLCA) remain unclear. Materials and Methods We comprehensively described the alterations of 26 RNA modification writer genes in BLCA from the genetic and transcriptional fields and identified writer-related genes from four independent datasets. Utilizing least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression, we constructed a ten writer-related gene signature. After that, we confirmed the predictive and prognostic value of this signature on another six independent datasets and established a nomogram to forecast the overall survival (OS) and mortality odds of BLCA patients clinically. Results The writer-related genes signature showed good performance in predicting the OS for BLCA patients. Moreover, the writer-related gene signature was related to EMT-related pathways and immune characteristics. Furthermore, the immune cell infiltration levels of CD8 T cells, cytotoxic cells, M1/2 macrophage cells and tumor mutation burden might be able to predict which patients will benefit from immunotherapy. This could also be reflected by the writer-related gene signature. Conclusions This signature might play an important role in precision individualized immunotherapy. The present work highlights the crucial clinical implications of RNA modifications and may help developing individualized therapeutic strategies for patients with BLCA.
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页数:14
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