Identification of CD73 as a Novel Biomarker Encompassing the Tumor Microenvironment, Prognosis, and Therapeutic Responses in Various Cancers

被引:13
|
作者
Tang, Kun [1 ,2 ]
Zhang, Jingwei [3 ,4 ]
Cao, Hui [5 ,6 ]
Xiao, Gelei [3 ,4 ]
Wang, Zeyu [3 ,4 ]
Zhang, Xun [3 ,4 ]
Zhang, Nan [7 ]
Wu, Wantao [8 ]
Zhang, Hao [3 ,4 ,9 ]
Wang, Qianrong [10 ,11 ]
Xu, Huilan [1 ]
Cheng, Quan [3 ,4 ,12 ,13 ]
机构
[1] Cent South Univ, Xiangya Sch Publ Hlth, Dept Social Med & Hlth Management, Changsha 410008, Peoples R China
[2] Cent South Univ, Xiangya Hosp, Dept Discipline Construct, Changsha 410008, Peoples R China
[3] Cent South Univ, Xiangya Hosp, Dept Neurosurg, Changsha 410008, Peoples R China
[4] Natl Clin Res Ctr Geriatr Disorders, Changsha 410008, Peoples R China
[5] Second Peoples Hosp Hunan Prov, Brain Hosp Hunan Prov, Changsha 410007, Peoples R China
[6] Hunan Univ Chinese Med, Sch Clin Med, Changsha 410007, Peoples R China
[7] Harbin Med Univ, Coll Bioinformat Sci & Technol, One Third Lab, Harbin 150086, Peoples R China
[8] Cent South Univ, Xiangya Hosp, Dept Oncol, Changsha 410008, Peoples R China
[9] Chongqing Med Univ, Affiliated Hosp 2, Dept Neurosurg, Chongqing 400010, Peoples R China
[10] Cent South Univ, Natl Clin Res Ctr Metab Dis, Key Lab Diabet Immunol, Minist Educ, Changsha 410011, Hunan, Peoples R China
[11] Cent South Univ, Xiangya Hosp 2, Dept Metab & Endocrinol, Changsha 410011, Peoples R China
[12] Cent South Univ, Clin Diag & Therapy Ctr Glioma, Xiangya Hosp, Changsha 410008, Peoples R China
[13] Cent South Univ, Xiangya Hosp, Dept Clin Pharmacol, Changsha 410008, Peoples R China
基金
中国国家自然科学基金;
关键词
CD73; cancer; immunotherapy; macrophages; T cells; EXTRACELLULAR ADENOSINE; CELL; EXPRESSION; RESISTANCE; ATLAS;
D O I
10.3390/cancers14225663
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary Immunotherapy targeting immune checkpoints and stromal cells in the tumor microenvironment is currently one of the most promising directions for tumor therapy. Ongoing studies suggest that CD73 plays an important role in the tumor immune process in certain tumors, however, the exact mechanism is unknown. We aim to fully reveal the prognostic value of CD73 in pan-cancer and its role in tumor immunity through large-scale single-cell and bulk sequencing analysis. We found that high CD73 expression was significantly associated with poor prognosis in many tumors. It is also strongly associated with immune scores, stromal cell infiltration, and immune-related pathways. CD73 can regulate the biological behavior of immune cells in the tumor microenvironment, especially macrophages and T cells. Immunotherapy targeting CD73 has obvious effects, and CD73 may shine as a new immune checkpoint in future tumor immunotherapy. CD73 is essential in promoting tumor growth by prohibiting anti-tumor immunity in many cancer types. While the mechanism remains largely unknown, our paper comprehensively confirmed the onco-immunological characteristics of CD73 in the tumor microenvironment (TME) of pan-cancer. This paper explored the expression pattern, mutational profile, prognostic value, tumor immune infiltration, and response to immunotherapy of CD73 in a continuous cohort of cancers through various computational tools. The co-expression of CD73 on cancer cells, immune cells, and stromal cells in the TME was also detected. Especially, we examined the correlation between CD73 and CD8(+) (a marker of T cell), CD68(+) (a marker of macrophage), and CD163(+) (a marker of M2 macrophage) cells using multiplex immunofluorescence staining of tissue microarrays. CD73 expression is significantly associated with a patient's prognosis and could be a promising predictor of these cancers. High CD73 levels are strongly linked to immune infiltrations, neoantigens, and immune checkpoint expression in the TME. In particular, enrichment signaling pathway analysis demonstrated that CD73 was obviously related to activation pathways of immune cells, including T cells, macrophages, and cancer-associated fibroblasts (CAFs). Meanwhile, single-cell sequencing algorithms found that CD73 is predominantly co-expressed on cancer cells, CAFs, M2 macrophages, and T cells in several cancers. In addition, we explored the cellular communication among 14 cell types in glioblastoma (GBM) based on CD73 expression. Based on the expression of CD73 as well as macrophage and T cell markers, we predicted the methylation and enrichment pathways of these markers in pan-cancer. Furthermore, a lot of therapeutic molecules sensitive to these markers were predicted. Finally, potential anticancer inhibitors, immunotherapies, and gene therapy responses targeting CD73 were identified from a series of immunotherapy cohorts. CD73 is closely linked to clinical prognosis and immune infiltration in many cancers. Targeting CD73-dependent signaling pathways may be a promising therapeutic strategy for future tumor immunotherapy.
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页数:21
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