Khalafallah Somia A, Eltayeb Ahmed Ethar A, Elnour Lubna S, Mohammed Rihab, Makawi Amna, Mohamed Aml K, Balla Amna, Alamin Marwa F, Alfaki Mohamed
Hematology and Immunohematology, Ibn-Sina University, Khartoum, SDN.
Hematology, Faculty of Health Sciences, National University of Malaysia, Kuala Lumpur, MYS.
Cureus. 2024 Aug 29;16(8):e68093. doi: 10.7759/cureus.68093. eCollection 2024 Aug.
Bone marrow kinase, or BMX, is alternatively referred to as endothelial tyrosine kinase (Etk). It plays a vital role in the processes of cell proliferation, survival, immune activation, and the modulation of diverse signaling pathways. Since there are few direct comprehensive studies linking BMX role with multiple cancers, this study aimed to utilize bioinformatic tools to conduct a comprehensive analysis of BMX across multiple cancers, assessing its potential role.
Multiple databases including the Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA), and University of Alabama at Birmingham Cancer Data Analysis Portal (UALCAN), have been used to explore BMX expression across different cancers, which has been further validated by using Gene Expression Omnibus (GEO) public datasets. In addition, we used the Kaplan-Meier plotter to estimate overall survival and cBioPortal for genetic alterations analysis. This study accommodates several other analyses like clinical parameters, immune cell infiltration, and DNA promoter methylation profiles to evaluate the general role of BMX in several cancers. Results: The present investigation revealed that the BMX gene expression was significantly downregulated and could serve as an effective diagnostic biomarker in five types of cancers, namely breast invasive carcinoma (BRCA), colon adenocarcinoma (COAD), lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LUSC), and rectum adenocarcinoma (READ) (all p < 0.05). Detailed analyses revealed notable downregulation of BMX in various clinical parameters such as age, gender, race, and cancer stage (all p < 0.05). To better understand the immunotherapeutic role of BMX, this investigation further examined the immune infiltration which exhibited positive correlations between BMX expression and the infiltration of immunological cells such as B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells, especially in COAD, LUAD, and LUSC (all p < 0.05). In addition, the present study has demonstrated that diminished BMX gene expression is correlated with an unfavorable prognosis in kidney renal clear cell carcinoma (KIRC), liver hepatocellular carcinoma (LIHC), sarcoma (SARC), and uterine corpus endometrial carcinoma (UCEC); thus BMX gene expression can be used as a prognostic target for these specific cancers. Also, the results showed that the promoter methylation level of BMX was significantly elevated in LUAD and LUSC, whereas it was significantly decreased in BRCA (all p < 0.001). Importantly, our findings of significantly low BMX expression in LUAD and LUSC, along with their methylation profiles suggest that the low expression of BMX across these cancers is due to epigenetic factors. However, genetic alteration analysis revealed that mutations existed in only approximately 2% of the TCGA samples.
Our study revealed BMX as a diagnostic biomarker in BRCA, COAD, LUAD, LUSC, and READ and a prognostic biomarker in KIRC, LIHC, SARC, and UCEC. Furthermore, epigenetic variables may have a greater impact on BMX expression levels especially in LUAD and LUSC. This study also emphasized the role of BMX in the infiltration of immune cells, such as B cells, CD8+ T cells, CD4+ T cells, macrophages, neutrophils, and dendritic cells, in certain cancers. The BMX expression level highlights the prognostic value and potential therapeutic potential of BMX.
骨髓激酶(BMX),也被称为内皮酪氨酸激酶(Etk)。它在细胞增殖、存活、免疫激活以及多种信号通路的调节过程中发挥着至关重要的作用。由于很少有直接的综合研究将BMX的作用与多种癌症联系起来,本研究旨在利用生物信息学工具对多种癌症中的BMX进行全面分析,评估其潜在作用。
使用了多个数据库,包括肿瘤免疫评估资源(TIMER)、基因表达谱交互分析(GEPIA)以及阿拉巴马大学伯明翰分校癌症数据分析门户(UALCAN),来探索BMX在不同癌症中的表达情况,并通过基因表达综合数据库(GEO)公共数据集进行了进一步验证。此外,我们使用Kaplan-Meier绘图仪来估计总生存期,并使用cBioPortal进行基因改变分析。本研究还进行了其他多项分析,如临床参数、免疫细胞浸润和DNA启动子甲基化谱分析,以评估BMX在多种癌症中的总体作用。结果:本研究表明,BMX基因表达在五种癌症中显著下调,可作为有效的诊断生物标志物,这五种癌症分别是乳腺浸润性癌(BRCA)、结肠腺癌(COAD)、肺腺癌(LUAD)、肺鳞状细胞癌(LUSC)和直肠腺癌(READ)(所有p<0.05)。详细分析显示,在年龄、性别、种族和癌症分期等各种临床参数中,BMX均显著下调(所有p<0.05)。为了更好地理解BMX的免疫治疗作用,本研究进一步检查了免疫浸润情况,结果显示BMX表达与B细胞、CD8+T细胞、CD4+T细胞、巨噬细胞、中性粒细胞和树突状细胞等免疫细胞的浸润呈正相关,尤其是在COAD、LUAD和LUSC中(所有p<0.05)。此外,本研究表明,BMX基因表达降低与肾透明细胞癌(KIRC)、肝细胞癌(LIHC)、肉瘤(SARC)和子宫内膜癌(UCEC)的不良预后相关;因此,BMX基因表达可作为这些特定癌症的预后指标。结果还显示,BMX的启动子甲基化水平在LUAD和LUSC中显著升高,而在BRCA中显著降低(所有p<0.001)。重要的是,我们在LUAD和LUSC中发现BMX表达显著降低,以及它们的甲基化谱,表明这些癌症中BMX的低表达是由表观遗传因素导致的。然而,基因改变分析显示,在仅约2%的TCGA样本中存在突变。
我们的研究表明,BMX在BRCA、COAD、LUAD、LUSC和READ中是诊断生物标志物,在KIRC、LIHC、SARC和UCEC中是预后生物标志物。此外,表观遗传变量可能对BMX表达水平有更大影响,尤其是在LUAD和LUSC中。本研究还强调了BMX在某些癌症中对免疫细胞(如B细胞、CD8+T细胞、CD4+T细胞、巨噬细胞、中性粒细胞和树突状细胞)浸润的作用。BMX表达水平突出了其预后价值和潜在治疗潜力。