Profiles of immune-related genes and immune cell infiltration in the tumor microenvironment of diffuse lower-grade gliomas

被引:52
作者
Deng, Xiangyang [1 ,2 ]
Lin, Dongdong [1 ,2 ]
Zhang, Xiaojia [1 ,2 ]
Shen, Xuchao [1 ,2 ]
Yang, Zelin [1 ,2 ]
Yang, Liang [1 ,2 ]
Lu, Xiangqi [1 ,2 ]
Yu, Lisheng [1 ,2 ]
Zhang, Nu [1 ,2 ]
Lin, Jian [1 ,2 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 2, Dept Neurosurg, 109 Xueyuan Rd, Wenzhou 325027, Peoples R China
[2] Wenzhou Med Univ, Yuying Childrens Hosp, 109 Xueyuan Rd, Wenzhou 325027, Peoples R China
关键词
CGGA; lower-grade glioma; prognosis; TCGA; tumor microenvironment; GLIOBLASTOMA; ROLES;
D O I
10.1002/jcp.29633
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
The tumor microenvironment is highly correlated with tumor occurrence, progress, and prognosis. We aimed to investigate the immune-related gene (IRG) expression and immune infiltration pattern in the tumor microenvironment of lower-grade glioma (LGG). We employed the Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) algorithm to calculate immune and stromal scores and identify prognostic IRG based on The Cancer Genome Atlas data set. The potential molecular functions of these genes were explored with the help of functional enrichment analysis and the protein-protein interaction network. Remarkably, three cohorts that were downloaded from the Chinese Glioma Genome Atlas database were analyzed to further verify the prognostic values of these genes. Moreover, the Tumor IMmune Estimation Resource (TIMER) algorithm was used to estimate the abundance of infiltrating immune cells and explore the immune infiltration pattern in LGG. And unsupervised cluster analysis determined three clusters of the immune infiltration pattern and indicated that CD8(+)T cells and macrophages were significantly associated with LGG outcomes. Altogether, our study identified a list of prognostic IRGs and provided a perspective to explore the immune infiltration pattern in LGG.
引用
收藏
页码:7321 / 7331
页数:11
相关论文
共 32 条
[1]   Inhibition of the CCL5/CCR5 Axis against the Progression of Gastric Cancer [J].
Aldinucci, Donatella ;
Casagrande, Naike .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (05)
[2]   Myeloid cells expressing high level of CD45 are associated with a distinct activated phenotype in glioma [J].
Brandenburg, Susan ;
Turkowski, Kati ;
Mueller, Annett ;
Radev, Yordan T. ;
Seidlitz, Sabine ;
Vajkoczy, Peter .
IMMUNOLOGIC RESEARCH, 2017, 65 (03) :757-768
[3]   Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas [J].
Brat, Daniel J. ;
Verhaak, Roel G. W. ;
Al-dape, Kenneth D. ;
Yung, W. K. Alfred ;
Salama, Sofie R. ;
Cooper, Lee A. D. ;
Rheinbay, Esther ;
Miller, C. Ryan ;
Vitucci, Mark ;
Morozova, Olena ;
Robertson, A. Gordon ;
Noushmehr, Houtan ;
Laird, Peter W. ;
Cherniack, Andrew D. ;
Akbani, Rehan ;
Huse, Jason T. ;
Ciriello, Giovanni ;
Poisson, Laila M. ;
Barnholtz-Sloan, Jill S. ;
Berger, Mitchel S. ;
Brennan, Cameron ;
Colen, Rivka R. ;
Colman, Howard ;
Flanders, Adam E. ;
Giannini, Caterina ;
Grifford, Mia ;
Iavarone, Antonio ;
Jain, Rajan ;
Joseph, Isaac ;
Kim, Jaegil ;
Kasaian, Katayoon ;
Mikkelsen, Tom ;
Murray, Bradley A. ;
O'Neill, Brian Patrick ;
Pachter, Lior ;
Parsons, Donald W. ;
Sougnez, Carrie ;
Sulman, Erik P. ;
Vandenberg, Scott R. ;
Van Meir, Erwin G. ;
von Deimling, Andreas ;
Zhang, Hailei ;
Crain, Daniel ;
Lau, Kevin ;
Mallery, David ;
Morris, Scott ;
Paulauskis, Joseph ;
Penny, Robert ;
Shelton, Troy ;
Sherman, Mark .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (26) :2481-2498
[4]   C1q acts in the tumour microenvironment as a cancer-promoting factor independently of complement activation [J].
Bulla, Roberta ;
Tripodo, Claudio ;
Rami, Damiano ;
Ling, Guang Sheng ;
Agostinis, Chiara ;
Guarnotta, Carla ;
Zorzet, Sonia ;
Durigutto, Paolo ;
Botto, Marina ;
Tedesco, Francesco .
NATURE COMMUNICATIONS, 2016, 7
[5]   Survival and low-grade glioma: the emergence of genetic information [J].
Claus, Elizabeth B. ;
Walsh, Kyle M. ;
Wiencke, John K. ;
Molinaro, Annette M. ;
Wiemels, Joseph L. ;
Schildkraut, Joellen M. ;
Bondy, Melissa L. ;
Berger, Mitchel ;
Jenkins, Robert ;
Wrensch, Margaret .
NEUROSURGICAL FOCUS, 2015, 38 (01)
[6]   Functional C1q is present in the skin mucus of Siberian sturgeon (Acipenser baerii) [J].
Fan, Chunxin ;
Wang, Jian ;
Zhang, Xuguang ;
Song, Jiakun .
INTEGRATIVE ZOOLOGY, 2015, 10 (01) :102-110
[7]   Low-Grade Gliomas [J].
Forst, Deborah A. ;
Nahed, Brian V. ;
Loeffler, Jay S. ;
Batchelor, Tracy T. .
ONCOLOGIST, 2014, 19 (04) :403-413
[8]   Tumour-infiltrating CD4+ and CD8+ lymphocytes as predictors of clinical outcome in glioma [J].
Han, S. ;
Zhang, C. ;
Li, Q. ;
Dong, J. ;
Liu, Y. ;
Huang, Y. ;
Jiang, T. ;
Wu, A. .
BRITISH JOURNAL OF CANCER, 2014, 110 (10) :2560-2568
[9]   The hallmarks of cancer [J].
Hanahan, D ;
Weinberg, RA .
CELL, 2000, 100 (01) :57-70
[10]   Glioma-derived versican promotes tumor expansion via glioma-associated microglial/macrophages Toll-like receptor 2 signaling [J].
Hu, Feng ;
Dzaye, Omar Dildar A. ;
Hahn, Alexander ;
Yu, Yong ;
Scavetta, Rick Joey ;
Dittmar, Gunnar ;
Kaczmarek, Adrian Kamil ;
Dunning, Kylie R. ;
Ricciardelli, Carmela ;
Rinnenthal, Jan L. ;
Heppner, Frank L. ;
Lehnardt, Seija ;
Synowitz, Michael ;
Wolf, Susanne A. ;
Kettenmann, Helmut .
NEURO-ONCOLOGY, 2015, 17 (02) :200-210