Identification of potential targets of triptolide in regulating the tumor microenvironment of stomach adenocarcinoma patients using bioinformatics

被引:16
作者
Qiu, Hairong [1 ]
Zhang, Xiaobo [1 ]
Yu, Han [1 ]
Gao, Rui [1 ]
Shi, Jianglong [1 ]
Shen, Tao [1 ]
机构
[1] Chengdu Univ Tradit Chinese Med, Sch Basic Med, Chengdu 611137, Peoples R China
关键词
The cancer genome atlas (TCGA); estimation of stromal and immune cells in malignant tumors using expression data (estimate); triptolide; tumor microenvironment; stomach adenocarcinoma; bioinformatics; TRADITIONAL CHINESE MEDICINE; CXCR4; EXPRESSION; CANCER CELLS; TGF-BETA; ACTIVATION; GROWTH; PROMOTES; INVASION; CARCINOMA; MIGRATION;
D O I
10.1080/21655979.2021.1945522
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
This study aimed to identify potential pharmacological targets of triptolide regulating the tumor microenvironment (TME) of stomach adenocarcinoma (STAD) patients. A total of 343 STAD cases from The Cancer Genome Atlas (TCGA) were assigned into high- or low-score groups applying Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE). Hub genes were identified from differentially expressed genes (DEGs) shared by stromal- and immune-related components in the TME of STAD patients using R software. Cox regression analysis was used to identify genes significantly correlated with STAD patient survival. Triptolide target genes were predicted from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP). Top 30 genes filtered by Cytohubba from 734 DEGs were screened as hub genes. Forty-two genes were found to be at high risk for STAD prognosis. Thirty-four targets of triptolide were predicted using the TCMSP database. Importantly, C-X-C chemokine receptor type 4 (CXCR4) was identified as a potential target of triptolide associated with the TME in STAD. Analysis of survival highlighted the association between CXCR4 upregulation with STAD progression and poor prognosis. Gene Set Enrichment Analysis (GSEA) confirmed that genes in the CXCR4- upregulated group had significant enrichment in immune-linked pathways. Additionally, triptolide targets were found to be significantly enriched in CXCR4-related chemokine and cancer-related p53 signaling pathways. Molecular docking demonstrated a high affinity between triptolide and CXCR4. In conclusion, CXCR4 may be a therapeutic target of triptolide in the treatment of STAD patients by modulating the TME.
引用
收藏
页码:4304 / 4319
页数:16
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