Department of Urology, Kaiping Central Hospital, Kaiping 529300, China.
State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China.
Math Biosci Eng. 2021 Jul 19;18(5):6262-6287. doi: 10.3934/mbe.2021313.
Bladder cancer (BLCA) has a high rate of morbidity and mortality, and is considered as one of the most malignant tumors of the urinary system. Tumor cells interact with surrounding interstitial cells, playing a key role in carcinogenesis and progression, which is partly mediated by chemokines. CXC chemokines exert anti-tumor biological roles in the tumor microenvironment and affect patient prognosis. Nevertheless, their expression and prognostic values patients with BLCA remain unclear.
We used online tools, including Oncomine, UALCAN, GEPIA, GEO databases, cBioPortal, GeneMANIA, DAVID 6.8, Metascape, TRUST (version 2.0), LinkedOmics, TCGA, and TIMER2.0 to perform the relevant analysis.
The mRNA levels of C-X-C motif chemokine ligand (CXCL)1, CXCL5, CXCL6, CXCL7, CXCL9, CXCL10, CXCL11, CXCL13, CXCL16, and CXCL17 were increased significantly increased, and those of CXCL2, CXCL3, and CXCL12 were decreased significantly in BLCA tissues as assessed using the Oncomine, TCGA, and GEO databases. GEO showed that high levels of CXCL1, CXCL6, CXCL10, CXCL11, and CXCL13 mRNA expression are associated significantly with the poor overall survival (all p < 0.05), and similarly, those of CXCL2 and CXCL12 in the TCGA database (p < 0.05). The predominant signaling pathways involving the differentially expressed CXC chemokines are cell cycle, chemokine, and cytokine-cytokine receptor interaction. Moreover, transcription factors such as Sp1 transcription factor (SP1), nuclear factor kappa B subunit 1 (NFKB1), and RELA proto-oncogene, NF-KB subunit (RELA) were likely play critical roles in regulating CXC chemokine expression. LYN proto-oncogene, src family tyrosine kinase (LYN) and LCK proto-oncogene, src family tyrosine kinase (LCK) were identified as the key targets of these CXC chemokines. MicroRNAs miR200 and miR30 were identified as the main microRNAs that interact with several CXC chemokines through an miRNA-target network. The expression of these chemokines is closely associated with the infiltration of six categories of immune cells.
We explored the CXC chemokines superfamily-based biomarkers associated with BLCA prognosis using public databases, and provided possible chemokine targets for patients with BLCA.
膀胱癌(BLCA)发病率和死亡率高,被认为是泌尿系统最恶性的肿瘤之一。肿瘤细胞与周围间质细胞相互作用,在致癌和进展中发挥关键作用,部分由趋化因子介导。CXC 趋化因子在肿瘤微环境中发挥抗肿瘤的生物学作用,并影响患者的预后。然而,其在 BLCA 患者中的表达和预后价值尚不清楚。
我们使用了在线工具,包括 Oncomine、UALCAN、GEPIA、GEO 数据库、cBioPortal、GeneMANIA、DAVID 6.8、Metascape、TRUST(版本 2.0)、LinkedOmics、TCGA 和 TIMER2.0,进行了相关分析。
Oncomine、TCGA 和 GEO 数据库评估显示,BLCA 组织中 C-X-C 基序趋化因子配体(CXCL)1、CXCL5、CXCL6、CXCL7、CXCL9、CXCL10、CXCL11、CXCL13、CXCL16 和 CXCL17 的 mRNA 水平显著升高,而 CXCL2、CXCL3 和 CXCL12 的水平显著降低。GEO 显示,高表达的 CXCL1、CXCL6、CXCL10、CXCL11 和 CXCL13 mRNA 表达与总生存期不良显著相关(均 p < 0.05),TCGA 数据库中同样如此 CXCL2 和 CXCL12(p < 0.05)。涉及差异表达 CXC 趋化因子的主要信号通路是细胞周期、趋化因子和细胞因子-细胞因子受体相互作用。此外,Sp1 转录因子(SP1)、核因子 kappa B 亚单位 1(NFKB1)和 RELA 原癌基因,NF-KB 亚单位(RELA)等转录因子可能在调节 CXC 趋化因子表达中发挥关键作用。LYN 原癌基因,Src 家族酪氨酸激酶(LYN)和 LCK 原癌基因,Src 家族酪氨酸激酶(LCK)被鉴定为这些 CXC 趋化因子的关键靶点。miR200 和 miR30 这两种 microRNA 通过 miRNA 靶网络被鉴定为与几种 CXC 趋化因子相互作用的主要 microRNA。这些趋化因子的表达与六种免疫细胞类别的浸润密切相关。
我们使用公共数据库探讨了与 BLCA 预后相关的基于 CXC 趋化因子超家族的生物标志物,并为 BLCA 患者提供了可能的趋化因子靶标。