Yang Xiuhui, Duan Yundong, Zhao Zongquan
Ministry of Science and Education, Affiliated Hospital of Beihua University Jilin 132011, Jilin, China.
Department of Critical Care Medicine, Chengde Central Hospital, The Second Clinical College of Chengde Medical College Chengde 067000, Hebei, China.
Am J Transl Res. 2024 Nov 15;16(11):6365-6383. doi: 10.62347/KJGS9928. eCollection 2024.
Cancer represents a highly intricate disease, characterized by the uncontrolled proliferation and invasion of aberrant cells, leading to widespread global morbidity and mortality. This study investigates the influence of CD19, a marker specific to B-cells, within the tumor microenvironment (TME) across a spectrum of cancer types.
To explore the role of CD19, we employed a wide array of bioinformatics tools and databases, including UALCAN, GEPIA2, univariate Cox regression, KM plotter, HPA, GSCA, cBioPortal, TISIDB, and DAVID. Additionally, we conducted experimental validations using cell culture, Real-time quantitative PCR (RT-qPCR), and western blot analyses.
An extensive analysis of CD19 expression was performed using The Cancer Genome Atlas (TCGA) data sourced from TIMER2 and UALCAN, covering 33 different cancer types. We observed a marked variability in CD19 expression, with notable upregulation in Adrenocortical Carcinoma (ACC) and Breast Invasive Carcinoma (BRCA), contrasted by significant downregulation in Cervical Squamous Cell Carcinoma (CESC), Rectum Adenocarcinoma (READ), and Sarcoma (SARC). Prognostic assessments through univariate Cox regression and Kaplan-Meier plots revealed that lower levels of CD19 were linked to a poorer overall survival rate in CESC, READ, and SARC. These findings were reinforced by validation using GEPIA2 and GSCA, where reduced CD19 expression correlated negatively with methylation levels in the affected cancers. Furthermore, immunohistochemical staining data from the Human Protein Atlas (HPA) provided additional confirmation of these results. Mutation analysis through cBioPortal suggested that alterations in CD19 were infrequent and had a minimal impact on tumor mutation burden (TMB) and microsatellite instability (MSI). Correlation studies using TISIDB highlighted significant associations between CD19 expression and immune-related genes, emphasizing its potential role in immune regulation. Additionally, GSCA analysis demonstrated that CD19 expression was positively associated with immune cell infiltration, though no significant effect on drug sensitivity was detected. Experimental validation using RT-qPCR in READ cell lines substantiated the down-regulation of CD19. Further functional analysis revealed that reduced CD19 expression significantly influenced the cellular behavior of SW480 cells.
These findings underscore the critical role of CD19 within the tumor microenvironment, suggesting its potential as a biomarker and a therapeutic target in specific types of cancer.
癌症是一种高度复杂的疾病,其特征是异常细胞不受控制地增殖和侵袭,导致全球范围内广泛的发病率和死亡率。本研究调查了B细胞特异性标志物CD19在多种癌症类型的肿瘤微环境(TME)中的影响。
为了探究CD19的作用,我们使用了一系列生物信息学工具和数据库,包括UALCAN、GEPIA2、单变量Cox回归、KM绘图仪、HPA、GSCA、cBioPortal、TISIDB和DAVID。此外,我们还使用细胞培养、实时定量PCR(RT-qPCR)和蛋白质免疫印迹分析进行了实验验证。
使用来自TIMER2和UALCAN的癌症基因组图谱(TCGA)数据对CD19表达进行了广泛分析,涵盖33种不同的癌症类型。我们观察到CD19表达存在显著差异,在肾上腺皮质癌(ACC)和乳腺浸润性癌(BRCA)中显著上调,而在宫颈鳞状细胞癌(CESC)、直肠腺癌(READ)和肉瘤(SARC)中则显著下调。通过单变量Cox回归和Kaplan-Meier曲线进行的预后评估显示,CESC、READ和SARC中较低水平的CD19与较差的总生存率相关。GEPIA2和GSCA的验证进一步证实了这些发现,其中受影响癌症中CD19表达降低与甲基化水平呈负相关。此外,来自人类蛋白质图谱(HPA)的免疫组织化学染色数据进一步证实了这些结果。通过cBioPortal进行的突变分析表明,CD19的改变很少见,对肿瘤突变负担(TMB)和微卫星不稳定性(MSI)的影响最小。使用TISIDB进行的相关性研究强调了CD19表达与免疫相关基因之间的显著关联,突出了其在免疫调节中的潜在作用。此外,GSCA分析表明CD19表达与免疫细胞浸润呈正相关,尽管未检测到对药物敏感性的显著影响。在READ细胞系中使用RT-qPCR进行的实验验证证实了CD19的下调。进一步的功能分析表明,CD19表达降低显著影响了SW480细胞的细胞行为。
这些发现强调了CD19在肿瘤微环境中的关键作用,表明其在特定类型癌症中作为生物标志物和治疗靶点的潜力。