Extent and characteristics of immune infiltration in clear cell renal cell carcinoma and the prognostic value

被引:22
作者
Wang, Yuhao [1 ]
Yang, Jie [1 ]
Zhang, Qijie [1 ]
Xia, Jiadong [1 ]
Wang, Zengjun [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Urol, Nanjing 210029, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Clear cell renal cell carcinoma (ccRCC); immune infiltration; T-reg; TCGA; prognosis; REGULATORY T-CELLS; CANCER; IMMUNOSUPPRESSION; HETEROGENEITY;
D O I
10.21037/tau.2019.10.19
中图分类号
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
摘要
Background: Immune infiltration has an important impact on the development of clear cell renal cell carcinoma (ccRCC). This article aims to investigate the association between immune infiltration and the clinical features as well as prognosis of clear cell renal cell carcinoma. Methods: Analyze the immune infiltration in ccRCC by applying ESTIMATE and CIBERSORT methods on basic of dataset in TCGA and GEO. And identify the kind of immune cell and genes that may play the central role. Results: High Immune score and high property of T-regs are both significantly associated with the poor OS, high stage and more chances of metastases in ccRCC. CXCL-1, SAA1, PMCH, CCL-5 are all significantly negatively correlated to OS and positively correlated to stage and chance of metastases in ccRCC. High property of T- regs, CXCL-1 and SAA1 are also significantly associated with high Fuhrman grade while PMCH and CCL5 not. Conclusions: Immune infiltration in RCC has a negative influence on ccRCC and T-regs may play a vital role in this process mediated by CXCL-1 or SSA1.
引用
收藏
页码:609 / 618
页数:10
相关论文
共 34 条
[1]  
[Anonymous], OPD NIV INJ INTR US
[2]  
[Anonymous], CHINA DEV OBS
[3]   Microvesicles and chemokines in tumor microenvironment: mediators of intercellular communications in tumor progression [J].
Bian, Xiaojie ;
Xiao, Yu-Tian ;
Wu, Tianqi ;
Yao, Mengfei ;
Du, Leilei ;
Ren, Shancheng ;
Wang, Jianhua .
MOLECULAR CANCER, 2019, 18 (1)
[4]   Delineation of an immunosuppressive gradient in hepatocellular carcinoma using high-dimensional proteomic and transcriptomic analyses [J].
Chew, Valerie ;
Lai, Liyun ;
Pan, Lu ;
Lim, Chun Jye ;
Li, Juntao ;
Ong, Raymond ;
Chua, Camillus ;
Leong, Jing Yao ;
Lim, Kiat Hon ;
Toh, Han Chong ;
Lee, Ser Yee ;
Chan, Chung Yip ;
Goh, Brian K. P. ;
Chung, Alexander ;
Chow, Pierce K. H. ;
Albani, Salvatore .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (29) :E5900-E5909
[5]   Organoids in cancer research [J].
Drost, Jarno ;
Clevers, Hans .
NATURE REVIEWS CANCER, 2018, 18 (07) :407-418
[6]   Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Lempicki, Richard A. .
NATURE PROTOCOLS, 2009, 4 (01) :44-57
[7]   Influence of tumour micro-environment heterogeneity on therapeutic response [J].
Junttila, Melissa R. ;
de Sauvage, Frederic J. .
NATURE, 2013, 501 (7467) :346-354
[8]   Genomic Signatures Predict the Immunogenicity of BRCA-Deficient Breast Cancer [J].
Kraya, Adam A. ;
Maxwell, Kara N. ;
Wubbenhorst, Bradley ;
Wenz, Brandon M. ;
Pluta, John ;
Rech, Andrew J. ;
Dorfman, Liza M. ;
Lunceford, Nicole ;
Barrett, Amanda ;
Mitra, Nandita ;
Morrissette, Jennifer J. D. ;
Feldman, Michael ;
Nayak, Anupma ;
Domchek, Susan M. ;
Vonderheide, Robert H. ;
Nathanson, Katherine L. .
CLINICAL CANCER RESEARCH, 2019, 25 (14) :4363-4374
[9]   Evolutionary acquired robustness and vulnerability in cancer genome: negligible negative selection in carcinogenesis [J].
Kumada, Kazuki ;
Yasuda, Jun .
TRANSLATIONAL CANCER RESEARCH, 2018, 7 :S445-S448
[10]   Mechanical Property of Hydrogels and the Presence of Adipose Stem Cells in Tumor Stroma Affect Spheroid Formation in the 3D Osteosarcoma Model [J].
Kundu, B. ;
Bastos, A. R. F. ;
Brancato, V. ;
Cerqueira, M. T. ;
Oliveira, J. M. ;
Correlo, V. M. ;
Reis, R. L. ;
Kundu, S. C. .
ACS APPLIED MATERIALS & INTERFACES, 2019, 11 (16) :14548-14559