Biswas Partha, Dey Dipta, Rahman Atikur, Islam Md Aminul, Susmi Tasmina Ferdous, Kaium Md Abu, Hasan Md Nazmul, Rahman M D Hasanur, Mahmud Shafi, Saleh Md Abu, Paul Priyanka, Rahman Md Rezanur, Al Saber Md, Song Hangyeul, Rahman Md Ataur, Kim Bonglee
Department of Genetic Engineering and Biotechnology, Faculty of Biological Science and Technology, Jashore University of Science and Technology (JUST), Jashore 7408, Bangladesh.
ABEx Bio-Research Center, East Azampur, Dhaka 1230, Bangladesh.
J Pers Med. 2021 Sep 6;11(9):888. doi: 10.3390/jpm11090888.
SYK gene regulates the expression of SYK kinase (Spleen tyrosine kinase), an important non-receptor protein-tyrosine kinase for immunological receptor-mediated signaling, which is also considered a tumor growth metastasis initiator. An onco-informatics analysis was adopted to evaluate the expression and prognostic value of the SYK gene in colorectal cancer (CRC), the third most fatal cancer type; of late, it may be a biomarker as another targeted site for CRC. In addition, identify the potential phytochemicals that may inhibit the overexpression of the SYK kinase protein and minimize the human CRC.
MATERIALS & METHODS: The differential expression of the SYK gene was analyzed using several transcriptomic databases, including Oncomine, UALCAN, GENT2, and GEPIA2. The server cBioPortal was used to analyze the mutations and copy number alterations, whereas GENT2, Gene Expression Profiling Interactive Analysis (GEPIA), Onco-Lnc, and PrognoScan were used to examine the survival rate. The protein-protein interaction network of SYK kinase and its co-expressed genes was conducted via Gene-MANIA. Considering the SYK kinase may be the targeted site, the selected phytochemicals were assessed by molecular docking using PyRx 0.8 packages. Molecular interactions were also observed by following the Ligplot+ version 2.2. YASARA molecular dynamics simulator was applied for the post-validation of the selected phytochemicals.
Our result reveals an increased level of mRNA expression of the SYK gene in colorectal adenocarcinoma (COAD) samples compared to those in normal tissues. A significant methylation level and various genetic alterations recurrence of the SYK gene were analyzed where the fluctuation of the SYK alteration frequency was detected across different CRC studies. As a result, a lower level of SYK expression was related to higher chances of survival. This was evidenced by multiple bioinformatics platforms and web resources, which demonstrated that the SYK gene can be a potential biomarker for CRC. In this study, aromatic phytochemicals, such as kaempferol and glabridin that target the macromolecule (SYK kinase), showed higher stability than the controls, and we have estimated that these bioactive potential phytochemicals might be a useful option for CRC patients after the clinical trial.
Our onco-informatics investigation suggests that the SYK gene can be a potential prognostic biomarker of CRC. On the contrary, SYK kinase would be a major target, and all selected compounds were validated against the protein using in-silico drug design approaches. Here, more in vitro and in vivo analysis is required for targeting SYK protein in CRC.
SYK基因调节SYK激酶(脾酪氨酸激酶)的表达,SYK激酶是免疫受体介导信号传导中一种重要的非受体蛋白酪氨酸激酶,也被认为是肿瘤生长转移启动因子。采用肿瘤信息学分析来评估SYK基因在结直肠癌(CRC,第三大致命癌症类型)中的表达及预后价值;近来,它可能作为CRC的另一个靶向位点的生物标志物。此外,确定可能抑制SYK激酶蛋白过表达并使人类CRC最小化的潜在植物化学物质。
使用多个转录组数据库分析SYK基因的差异表达,包括Oncomine、UALCAN、GENT2和GEPIA2。利用cBioPortal服务器分析突变和拷贝数改变,而使用GENT2、基因表达谱交互式分析(GEPIA)、Onco-Lnc和PrognoScan来检测生存率。通过Gene-MANIA构建SYK激酶及其共表达基因的蛋白质-蛋白质相互作用网络。考虑到SYK激酶可能是靶向位点,使用PyRx 0.8软件包通过分子对接评估所选植物化学物质。还通过Ligplot+ 2.2版本观察分子相互作用。应用YASARA分子动力学模拟器对所选植物化学物质进行后验证。
我们的结果显示,与正常组织相比,结直肠腺癌(COAD)样本中SYK基因的mRNA表达水平升高。分析了SYK基因显著的甲基化水平和各种基因改变的复发情况,在不同的CRC研究中检测到SYK改变频率的波动。结果,较低水平的SYK表达与更高的生存机会相关。多个生物信息学平台和网络资源证明了这一点,表明SYK基因可能是CRC的潜在生物标志物。在本研究中,靶向大分子(SYK激酶)的芳香植物化学物质,如槲皮素和光甘草定,显示出比对照更高的稳定性,并且我们估计这些具有生物活性潜力的植物化学物质在临床试验后可能是CRC患者的有用选择。
我们的肿瘤信息学研究表明,SYK基因可能是CRC的潜在预后生物标志物。相反,SYK激酶将是主要靶点,并且使用计算机辅助药物设计方法针对该蛋白对所有所选化合物进行了验证。在此,针对CRC中的SYK蛋白还需要更多的体外和体内分析。