CXCL5/CXCL8 is a promising potential prognostic and tumor microenvironment-related cluster in hepatocellular carcinoma

被引:13
作者
Zhu, Jun [1 ]
Zhou, Yifan [2 ]
Wang, Liang [3 ]
Hao, Jun [4 ]
Chen, Rui [5 ]
Liu, Lei [6 ]
Li, Jipeng [1 ]
机构
[1] Fourth Mil Med Univ, Xijing Hosp, Inst Digest Dis, State Key Lab Canc Biol, Xian 710032, Peoples R China
[2] Fourth Mil Med Univ, Dept Basic Med, Xian, Peoples R China
[3] Fourth Mil Med Univ, Xijing Hosp, Eye Inst Chinese PLA, Dept Ophthalmol, Xian, Peoples R China
[4] Fourth Mil Med Univ, Xijing Hosp, Dept Expt Surg, Xian, Peoples R China
[5] Fourth Mil Med Univ, Xijing Hosp, Xian, Peoples R China
[6] Fourth Mil Med Univ, Tangdu Hosp, Dept Gastroenterol, 569 Xinsi Rd, Xian 710038, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatocellular carcinoma (HCC); tumor microenvironment (TME); CXCL5; CXCL8; CXCL5; CELLS; CANCER; PROGRESSION; MECHANISM;
D O I
10.21037/jgo-20-556
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background:Immune checkpoint blockers (ICBs) are increasingly applied to treat patients with advanced HCC. However, the overall survival (OS) of HCC patients is still unsatisfactory, and there is no confirmed immune-related and prognostic gene to identify patients who could clinically benefit from this treatment. The tumor microenvironment (TME) is known to be closely related to immunotherapy and plays a pivotal role in the recurrence and progression of HCC. Our aim is to explore TME-related genes and identify the prognostic value in HCC patients. Methods: ESTIMATE, immune, and stromal scores were calculated for HCC patients based on RNA expression data from The Cancer Genome Atlas database. Differential expression analysis was performed to screen the differentially expressed genes (DEGs). A protein-protein interaction (PPI) network was constructed to identify the key DEGs. Univariate and multivariate Cox analyses were adopted to validate hub DEGs associated with clinical prognosis, and a single-sample gene set enrichment analysis (ssGSEA) algorithm was used to dissect the landscape of tumor-infiltrating cells (TIC) in HCC. Finally, the relationship between hub immune-related genes and TIC was explored through difference and correlation analyses. Results: ESTIMATE, immune and stromal scores were all found to be associated with the OS of patients (P<0.05). A total of 1,112 DEGs were identified by comparing low and high score groups of immune and stromal scores. Most of DEGs were enriched in immune-related gene sets by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. Additionally, the top 34 genes were included in the protein-protein interaction (PPI) network, and univariate Cox analysis focus on a novel prognosisrelated gene cluster CXCL.5/CXCL.8 (P<0.001). Regarding the immune landscape of HCC, univariable Cox regression analysis showed six immune cells to be associated with OS. Finally, 21 immune cells were commonly determined between high and low expression of CXCL5/CXCL8, suggesting there is a close relationship between expression of CXCL5 and CXCL8. Conclusions: Our study has revealed that the immune-related gene cluster of CXCL5 /CXCL8 could be a promising prognostic indicator for HCC and a potential novel biomarker to guide the selection of HCC patients for ICB immunotherapy.
引用
收藏
页码:1364 / +
页数:18
相关论文
共 37 条
[1]   The Tumor-Promoting Flow of Cells Into, Within and Out of the Tumor Site: Regulation by the Inflammatory Axis of TNF alpha and Chemokines [J].
Ben-Baruch, Adit .
CANCER MICROENVIRONMENT, 2012, 5 (02) :151-164
[2]   BTK Has Potential to Be a Prognostic Factor for Lung Adenocarcinoma and an Indicator for Tumor Microenvironment Remodeling: A Study Based on TCGA Data Mining [J].
Bi, Ke-Wei ;
Wei, Xu-Ge ;
Qin, Xiao-Xue ;
Li, Bo .
FRONTIERS IN ONCOLOGY, 2020, 10
[3]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[4]   Anti-PD-1/PD-L1 therapy of human cancer: past, present, and future [J].
Chen, Lieping ;
Han, Xue .
JOURNAL OF CLINICAL INVESTIGATION, 2015, 125 (09) :3384-3391
[5]  
Cheng HJ, 2019, AM J CANCER RES, V9, P1536
[6]   CXCL5 Drives Neutrophil Recruitment in TH17-Mediated GN [J].
Disteldorf, Erik M. ;
Krebs, Christian F. ;
Paust, Hans-Joachim ;
Turner, Jan-Eric ;
Nouailles, Geraldine ;
Tittel, Andre ;
Meyer-Schwesinger, Catherine ;
Stege, Gesa ;
Brix, Silke ;
Velden, Joachim ;
Wiech, Thorsten ;
Helmchen, Udo ;
Steinmetz, Oliver M. ;
Peters, Anett ;
Bennstein, Sabrina B. ;
Kaffke, Anna ;
Llanto, Chrystel ;
Lira, Sergio A. ;
Mittruecker, Hans-Willi ;
Stahl, Rolf A. K. ;
Kurts, Christian ;
Kaufmann, Stefan H. E. ;
Panzer, Ulf .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2015, 26 (01) :55-66
[7]   Immune checkpoint inhibitors for hepatocellular carcinoma [J].
El Dika, Imane ;
Khalil, Danny N. ;
Abou-Alfa, Ghassan K. .
CANCER, 2019, 125 (19) :3312-3319
[8]   Hepatocellular carcinoma in cirrhosis: Incidence and risk factors [J].
Fattovich, G ;
Stroffolini, T ;
Zagni, I ;
Donato, F .
GASTROENTEROLOGY, 2004, 127 (05) :S35-S50
[9]   RETRACTED: Linc00210 drives Wnt/β-catenin signaling activation and liver tumor progression through CTNNBIP1-dependent manner (Retracted Article) [J].
Fu, Xiaomin ;
Zhu, Xiaoyan ;
Qin, Fujun ;
Zhang, Yong ;
Lin, Jizhen ;
Ding, Yuechao ;
Yang, Zihe ;
Shang, Yiman ;
Wang, Li ;
Zhang, Qinxian ;
Gao, Quanli .
MOLECULAR CANCER, 2018, 17
[10]   Innate and adaptive immune cells in the tumor microenvironment [J].
Gajewski, Thomas F. ;
Schreiber, Hans ;
Fu, Yang-Xin .
NATURE IMMUNOLOGY, 2013, 14 (10) :1014-1022