Prediction and verification of the prognostic biomarker SLC2A2 and its association with immune infiltration in gastric cancer

被引:3
作者
Zhang, Weijian [1 ,2 ]
Zhou, Dishu [2 ]
Song, Shuya [2 ]
Hong, Xinxin [3 ]
Xu, Yifei [3 ]
Wu, Yuqi [1 ]
Li, Shiting [1 ]
Zeng, Sihui [1 ]
Huang, Yanzi [3 ]
Chen, Xinbo [3 ]
Liang, Yizhong [3 ]
Guo, Shaoju [3 ]
Pan, Huafeng [2 ,5 ]
Li, Haiwen [3 ,4 ]
机构
[1] Guangzhou Univ Chinese Med, Clin Med Coll 4, Shenzhen 518033, Guangdong, Peoples R China
[2] Guangzhou Univ Chinese Med, Sci & Technol Innovat Ctr, Guangzhou 510006, Guangdong, Peoples R China
[3] Guangzhou Univ Chinese Med, Dept Gastroenterol, Shenzhen Tradit Chinese Med Hosp, Clin Med Coll 4, Shenzhen 518033, Guangdong, Peoples R China
[4] Guangzhou Univ Chinese Med, Shenzhen Tradit Chinese Med Hosp, Dept Gastroenterol, Clin Med Coll 4, 1 Fuhua Rd, Shenzhen 518033, Guangdong, Peoples R China
[5] Guangzhou Univ Chinese Med, Sci & Technol Innovat Ctr, 232 East Outer Ring Rd, Guangzhou 510006, Guangdong, Peoples R China
关键词
GC; prognosis; biomarker; immune infiltration; SLC2A2; GENE-EXPRESSION; POOR-PROGNOSIS; METABOLISM;
D O I
10.3892/ol.2023.14203
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer (GC) is the fifth most common cause of cancer-associated deaths; however, its treatment options are limited. Despite clinical improvements, chemotherapy resistance and metastasis are major challenges in improving the prognosis and quality of life of patients with GC. Therefore, effective prognostic biomarkers and targets associated with immunological interventions need to be identified. Solute carrier family 2 member 2 (SLC2A2) may serve a role in tumor development and invasion. The present study aimed to evaluate SLC2A2 as a prospective prognostic marker and chemotherapeutic target for GC. SLC2A2 expression in several types of cancer and GC was analyzed using online databases, and the effects of SLC2A2 expression on survival prognosis in GC were investigated. Clinicopathological parameters were examined to explore the association between SLC2A2 expression and overall survival (OS). Associations between SLC2A2 expression and immune infiltration, immune checkpoints and IC50 were estimated using quantification of the tumor immune contexture from human RNA-seq data, the Tumor Immune Estimation Resource 2.0 database and the Genomics of Drug Sensitivity in Cancer database. Differential SLC2A2 expression and the predictive value were validated using the Human Protein Atlas, Gene Expression Omnibus, immunohistochemistry and reverse transcription-quantitative PCR. SLC2A2 expression was downregulated in most types of tumor but upregulated in GC. Functional enrichment analysis revealed an association between SLC2A2 expression and lipid metabolism and the tumor immune microenvironment. According to Gene Ontology term functional enrichment analysis, SLC2A2-related differentially expressed genes were enriched predominantly in 'chylomicron assembly', 'plasma lipoprotein particle assembly', 'high-density lipoprotein particle', 'chylomicron', 'triglyceride-rich plasma lipoprotein particle', 'very-low-density lipoprotein particle'. 'intermembrane lipid transfer activity', 'lipoprotein particle receptor binding', 'cholesterol transporter activity' and 'intermembrane cholesterol transfer activity'. In addition, 'cholesterol metabolism', and 'fat digestion and absorption' were significantly enriched in the Kyoto Encyclopedia of Genes and Genomes pathway analysis. Patients with GC with high SLC2A2 expression had higher levels of neutrophil and M2 macrophage infiltration and a significant inverse correlation was observed between SLC2A2 expression and MYC targets, tumor mutation burden, microsatellite instability and immune checkpoints. Furthermore, patients with high SLC2A2 expression had worse prognosis, including OS, disease-specific survival and progression-free interval. Multivariate regression analysis demonstrated that SLC2A2 could independently prognosticate GC and the nomogram model showed favorable performance for survival prediction. SLC2A2 may be a prospective prognostic marker for GC. The prediction model may improve the prognosis of patients with GC in clinical practice, and SLC2A2 may serve as a novel therapeutic target to provide immunotherapy plans for GC.
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页数:20
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共 57 条
[1]   Integrative meta-analysis for the identification of hub genes in chemoresistant colorectal cancer [J].
Abu, Nadiah ;
Othman, Norahayu ;
Hon, Kha W. ;
Nazarie, Wan F. W. M. ;
Jamal, Rahman .
BIOMARKERS IN MEDICINE, 2020, 14 (07) :525-538
[2]   Δ2-Troglitazone promotes cytostatic rather than pro-apoptotic effects in breast cancer cells cultured in high serum conditions [J].
Berthe, Audrey ;
Flament, Stephane ;
Grandemange, Stephanie ;
Zaffino, Marie ;
Boisbrun, Michel ;
Mazerbourg, Sabine .
CELL CYCLE, 2016, 15 (24) :3402-3412
[3]   KLF4 Regulates Metabolic Homeostasis in Response to Stress [J].
Blum, Andrew ;
Mostow, Kate ;
Jackett, Kailey ;
Kelty, Estelle ;
Dakpa, Tenzing ;
Ryan, Carly ;
Hagos, Engda .
CELLS, 2021, 10 (04)
[4]   Somatic mutations in collagens are associated with a distinct tumor environment and overall survival in gastric cancer [J].
Brodsky, Alexander S. ;
Khurana, Jay ;
Guo, Kevin S. ;
Wu, Elizabeth Y. ;
Yang, Dongfang ;
Siddique, Ayesha S. ;
Wong, Ian Y. ;
Uzun, Ece D. Gamsiz ;
Resnick, Murray B. .
BMC CANCER, 2022, 22 (01)
[5]   M2 macrophage infiltration into tumor islets leads to poor prognosis in non-small-cell lung cancer [J].
Cao, Lili ;
Che, Xiaofang ;
Qiu, Xueshan ;
Li, Zhi ;
Yang, Bowen ;
Wang, Shuo ;
Hou, Kezuo ;
Fan, Yibo ;
Qu, Xiujuan ;
Liu, Yunpeng .
CANCER MANAGEMENT AND RESEARCH, 2019, 11 :6125-6138
[6]   CD38-Mediated Immunosuppression as a Mechanism of Tumor Cell Escape from PD-1/PD-L1 Blockade [J].
Chen, Limo ;
Diao, Lixia ;
Yang, Yongbin ;
Yi, Xiaohui ;
Rodriguez, Leticia ;
Li, Yanli ;
Villalobos, Pamela A. ;
Cascone, Tina ;
Liu, Xi ;
Tan, Lin ;
Lorenzi, Philip L. ;
Huang, Anfei ;
Zhao, Qiang ;
Peng, Di ;
Fradette, Jared J. ;
Peng, David H. ;
Ungewiss, Christin ;
Roybal, Jonathon ;
Tong, Pan ;
Oba, Junna ;
Skoulidis, Ferdinandos ;
Peng, Weiyi ;
Carter, Brett W. ;
Gay, Carl M. ;
Fan, Youhong ;
Class, Caleb A. ;
Zhu, Jingfen ;
Rodriguez-Canales, Jaime ;
Kawakami, Masanori ;
Byers, Lauren Averett ;
Woodman, Scott E. ;
Papadimitrakopoulou, Vassiliki A. ;
Dmitrovsky, Ethan ;
Wang, Jing ;
Ullrich, Stephen E. ;
Wistuba, Ignacio I. ;
Heymach, John V. ;
Qin, F. Xiao-Feng ;
Gibbons, Don L. .
CANCER DISCOVERY, 2018, 8 (09) :1156-1175
[7]   Tumor-recruited M2 macrophages promote gastric and breast cancer metastasis via M2 macrophage-secreted CHI3L1 protein [J].
Chen, Yulei ;
Zhang, Siyuan ;
Wang, Qizhi ;
Zhang, Xiaobo .
JOURNAL OF HEMATOLOGY & ONCOLOGY, 2017, 10 :1-13
[8]   Tumors Provoke Inflammation and Perineural Microlesions at Adjacent Peripheral Nerves [J].
Cohnen, Jennifer ;
Kornstaedt, Lisa ;
Hahnefeld, Lisa ;
Ferreiros, Nerea ;
Pierre, Sandra ;
Koehl, Ulrike ;
Deller, Thomas ;
Geisslinger, Gerd ;
Scholich, Klaus .
CELLS, 2020, 9 (02)
[9]   iRGD synergizes with PD-1 knockout immunotherapy by enhancing lymphocyte infiltration in gastric cancer [J].
Ding, Naiqing ;
Zou, Zhengyun ;
Sha, Huizi ;
Su, Shu ;
Qian, Hanqing ;
Meng, Fanyan ;
Chen, Fangjun ;
Du, Shiyao ;
Zhou, Shujuan ;
Chen, Hong ;
Zhang, Lianru ;
Yang, Ju ;
Wei, Jia ;
Liu, Baorui .
NATURE COMMUNICATIONS, 2019, 10 (1)
[10]   O-GlcNAcylation Regulates Cancer Metabolism and Survival Stress Signaling via Regulation of the HIF-1 Pathway [J].
Ferrer, Christina M. ;
Lynch, Thomas P. ;
Sodi, Valerie L. ;
Falcone, John N. ;
Schwab, Luciana P. ;
Peacock, Danielle L. ;
Vocadlo, David J. ;
Seagroves, Tiffany N. ;
Reginato, Mauricio J. .
MOLECULAR CELL, 2014, 54 (05) :820-831