Fadaka Adewale Oluwaseun, Samantha Sibuyi Nicole Remaliah, Bakare Olalekan Olanrewaju, Klein Ashwil, Madiehe Abram Madimabe, Meyer Mervin
Department of Science and Innovation/Mintek Nanotechnology Innovation Centre, Biolabels Node, Department of Biotechnology, Faculty of Natural Sciences, University of the Western Cape, Bellville, South Africa.
Bioinformatics Research Group, Department of Biotechnology, Faculty of Natural Sciences, University of the Western Cape, Private Bag X17, Bellville, 7535, Cape Town, South Africa.
Biotechnol Rep (Amst). 2021 Feb 23;29:e00602. doi: 10.1016/j.btre.2021.e00602. eCollection 2021 Mar.
Colorectal cancer (CRC) is one of the most cancer-related mortalities worldwide and remains a major public health issue. Despite several attempts to develop promising therapies for CRC, its survival rate decreases with metastasis. Cyclin-dependent kinases (CDKs) are a family of protein kinases with various regulatory activities including cell cycle, mRNA expression, transcription, and differentiation. Aside from their role in cell proliferation when mutated, abnormal expression of these genes has been reported in some human cancer subtypes. This study explored the roles and therapeutic potentials of CDK 1 and 4 as prognostic biomarkers in CRC.
Bioinformatics analyses were carried out to demonstrate the expression and prognostic values of CDK-1 and CDK-4 with immune infiltrate in CRC.
CDK levels in CRC were remarkably higher than those in normal tissues ( < 0.05), and overexpression in CRC tissues was significantly related to nodal metastatic status ( < 0.05) and histological subtypes. Kaplan-Meier analyses showed that patients with CRC who exhibited CDK-1 overexpression had worse overall survival (OS) as against patients with CDK-4 overexpression. The alteration observed was a mutation while the mutation hotspots include E163* and R24A/C/H/L respectively for CDK-1 and CDK-4 on the Pkinase domain. Of the associated genes, AURKA and RB1 were predominantly altered. Furthermore, CDK-4 is positively correlated with tumor purity in both COAD and READ while CDK-1is only positively correlated in COAD. CDK-1 overexpression was significantly associated with poor prognosis as opposed to CDK-4.
The expression and prognostic values of AURKA and RB1 may also be significant to CRC diagnosis. CDKs together with the co-expressed genes and their association with immune infiltrates may serve as target molecules for immunotherapy in CRC.
结直肠癌(CRC)是全球癌症相关死亡的主要原因之一,仍然是一个重大的公共卫生问题。尽管人们多次尝试开发有前景的CRC治疗方法,但其生存率会随着转移而降低。细胞周期蛋白依赖性激酶(CDK)是一类蛋白激酶,具有多种调节活性,包括细胞周期、mRNA表达、转录和分化。除了在突变时对细胞增殖起作用外,这些基因的异常表达在一些人类癌症亚型中也有报道。本研究探讨了CDK 1和4作为CRC预后生物标志物的作用和治疗潜力。
进行生物信息学分析,以证明CDK-1和CDK-4在CRC中的表达及预后价值与免疫浸润情况。
CRC中的CDK水平显著高于正常组织(<0.05),CRC组织中的过表达与淋巴结转移状态(<0.05)和组织学亚型显著相关。Kaplan-Meier分析表明,与CDK-4过表达的患者相比,CDK-1过表达的CRC患者总生存期(OS)更差。观察到的改变是一种突变,突变热点分别为CDK-1和CDK-4在Pkinase结构域上的E163*和R24A/C/H/L。在相关基因中,AURKA和RB1主要发生改变。此外,CDK-4在COAD和READ中均与肿瘤纯度呈正相关,而CDK-1仅在COAD中呈正相关。与CDK-4相反,CDK-1过表达与不良预后显著相关。
AURKA和RB1的表达及预后价值对CRC诊断可能也具有重要意义。CDK与共表达基因及其与免疫浸润的关联可能作为CRC免疫治疗的靶分子。