Prognostic Implications of Pan-Cancer CMTM6 Expression and Its Relationship with the Immune Microenvironment

被引:43
作者
Zhao, Yanbin [1 ]
Zhang, Minghui [1 ]
Pu, Haihong [1 ]
Guo, Shengyue [1 ]
Zhang, Shuai [1 ]
Wang, Yan [1 ]
机构
[1] Harbin Med Univ Canc Hosp, Dept Med Oncol, Harbin, Peoples R China
关键词
CMTM6; pan-cancer; immune microenvironment; prognosis; The Cancer Genome Atlas;
D O I
10.3389/fonc.2020.585961
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
CKLF-like MARVEL transmembrane domain-containing 6 (CMTM6) reportedly stabilizes programmed death-ligand 1 (PD-L1) and enhances the efficacy of immunotherapy. However, correlations between CMTM6 expression and the immune microenvironment and its prognostic value remain unknown in a variety of tumors. CMTM6 expression data were obtained from The Cancer Genome Atlas (TCGA) for 33 cancer types classified into high and low expression subgroups according to the median CMTM6 expression value. Pan-cancer analysis of CMTM6 protein expression in 20 tumor types was performed using a cohort from the Human Protein Atlas (HPA). PD-L1 protein expression data were obtained from The Cancer Proteome Atlas (TCPA) for 32 cancer types. Frequencies of CMTM6 copy number alterations and mutations were analyzed using cBioPortal. MANTIS was employed to estimate microsatellite instability in the TCGA cohort. CIBERSORT and the ESTIMATE algorithm were applied to estimate the relative fractions of infiltrating immune cell types and immune scores, respectively. Kaplan-Meier survival curve analysis was performed to assess the pan-cancer prognostic value of CMTM6.CMTM6 is heterogeneously expressed in diverse cancers. Further, the results revealed low CMTM6 mutation frequencies in multiple cancers. Among them, CMTM6 mutation frequency was the highest in uterine cancer. Additionally, CMTM6 expression was related to PD-L1 protein expression in breast invasive carcinoma, cervical squamous cell carcinoma and endocervical adenocarcinoma, cholangiocarcinoma, glioblastoma multiforme (GBM), head and neck squamous cell carcinoma, kidney renal papillary cell carcinoma, sarcoma (SARC), stomach adenocarcinoma, and uterine carcinosarcoma. Increased CMTM6 expression may be associated with increased infiltration of neutrophils in some types of cancer. Finally, pan-cancer analysis indicated that CMTM6 expression was closely related to overall survival in adrenocortical carcinoma, GBM, acute myeloid leukemia, liver hepatocellular carcinoma, mesothelioma, SARC, thymoma, and uveal melanoma. Taken together, these findings highlight that CMTM6 plays an important role in the tumor immune microenvironment, and CMTM6 has been identified to have prognostic value in some types of cancers. Thus, CMTM6 is a potential target for cancer immunotherapy and effective prognostic biomarker.
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页数:10
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共 37 条
[2]   Prognostic impact of baseline tumour immune infiltrate on disease-free survival in patients with completely resected, BRAFv600 mutation-positive melanoma receiving adjuvant vemurafenib [J].
Ascierto, P. A. ;
Lewis, K. D. ;
Di Giacomo, A. M. ;
Demidov, L. ;
Mandala, M. ;
Bondarenko, I ;
Herbert, C. ;
Mackiewicz, A. ;
Rutkowski, P. ;
Guminski, A. ;
Simmons, B. ;
Ye, C. ;
Hooper, G. ;
Wongchenko, M. J. ;
Goodman, G. R. ;
Yan, Y. ;
Schadendorf, D. .
ANNALS OF ONCOLOGY, 2020, 31 (01) :153-159
[3]   Landscape of Microsatellite Instability Across 39 Cancer Types [J].
Bonneville, Russell ;
Krook, Melanie A. ;
Kautto, Esko A. ;
Miya, Jharna ;
Wing, Michele R. ;
Chen, Hui-Zi ;
Reeser, Julie W. ;
Yu, Lianbo ;
Roychowdhury, Sameek .
JCO PRECISION ONCOLOGY, 2017, 1 :1-15
[4]   CMTM6 maintains the expression of PD-L1 and regulates anti-tumour immunity [J].
Burr, Marian L. ;
Sparbier, Christina E. ;
Chan, Yih-Chih ;
Williamson, James C. ;
Woods, Katherine ;
Beavis, Paul A. ;
Lam, Enid Y. N. ;
Henderson, Melissa A. ;
Bell, Charles C. ;
Stolzenburg, Sabine ;
Gilan, Omer ;
Bloor, Stuart ;
Noori, Tahereh ;
Morgens, David W. ;
Bassik, Michael C. ;
Neeson, Paul J. ;
Behren, Andreas ;
Darcy, Phillip K. ;
Dawson, Sarah-Jane ;
Voskoboinik, Ilia ;
Trapani, Joseph A. ;
Cebon, Jonathan ;
Lehner, Paul J. ;
Dawson, Mark A. .
NATURE, 2017, 549 (7670) :101-105
[5]   The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data [J].
Cerami, Ethan ;
Gao, Jianjiong ;
Dogrusoz, Ugur ;
Gross, Benjamin E. ;
Sumer, Selcuk Onur ;
Aksoy, Buelent Arman ;
Jacobsen, Anders ;
Byrne, Caitlin J. ;
Heuer, Michael L. ;
Larsson, Erik ;
Antipin, Yevgeniy ;
Reva, Boris ;
Goldberg, Arthur P. ;
Sander, Chris ;
Schultz, Nikolaus .
CANCER DISCOVERY, 2012, 2 (05) :401-404
[6]   Sensitive detection of somatic point mutations in impure and heterogeneous cancer samples [J].
Cibulskis, Kristian ;
Lawrence, Michael S. ;
Carter, Scott L. ;
Sivachenko, Andrey ;
Jaffe, David ;
Sougnez, Carrie ;
Gabriel, Stacey ;
Meyerson, Matthew ;
Lander, Eric S. ;
Getz, Gad .
NATURE BIOTECHNOLOGY, 2013, 31 (03) :213-219
[7]   Neutrophils in cancer: neutral no more [J].
Coffelt, Seth B. ;
Wellenstein, Max D. ;
de Visser, Karin E. .
NATURE REVIEWS CANCER, 2016, 16 (07) :431-446
[8]   Programmed Death-Ligand 1 Expression and Response to the Anti-Programmed Death 1 Antibody Pembrolizumab in Melanoma [J].
Daud, Adil I. ;
Wolchok, Jedd D. ;
Robert, Caroline ;
Hwu, Wen-Jen ;
Weber, Jeffrey S. ;
Ribas, Antoni ;
Hodi, F. Stephen ;
Joshua, Anthony M. ;
Kefford, Richard ;
Hersey, Peter ;
Joseph, Richard ;
Gangadhar, Tara C. ;
Dronca, Roxana ;
Patnaik, Amita ;
Zarour, Hassane ;
Roach, Charlotte ;
Toland, Grant ;
Lunceford, Jared K. ;
Li, Xiaoyun Nicole ;
Emancipator, Kenneth ;
Dolled-Filhart, Marisa ;
Kang, S. Peter ;
Ebbinghaus, Scot ;
Hamid, Omid .
JOURNAL OF CLINICAL ONCOLOGY, 2016, 34 (34) :4102-+
[9]   CMTM6 overexpression is associated with molecular and clinical characteristics of malignancy and predicts poor prognosis in gliomas [J].
Guan, Xiudong ;
Zhang, Chuanbao ;
Zhao, Jingyan ;
Sun, George ;
Song, Qingkun ;
Jia, Wang .
EBIOMEDICINE, 2018, 35 :233-243
[10]   Identification of eight genes encoding chemokine-like factor superfamily members 1-8 (CKLFSF1-8) by in silico cloning and experimental validation [J].
Han, WL ;
Ding, PG ;
Xu, MX ;
Wang, L ;
Rui, M ;
Shi, S ;
Liu, YN ;
Zheng, Y ;
Chen, YY ;
Yang, T ;
Ma, DL .
GENOMICS, 2003, 81 (06) :609-617