Kaviyaprabha Rangaraj, Miji Thandaserry Vasudevan, Suseela Rangaraj, Muthusami Sridhar, Thangaleela Subramanian, Almoallim Hesham S, Sivakumar Priyadarshini, Bharathi Muruganantham
Centre for Bioinformatics, Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu, 641021, India.
Centre for Cancer Research, Department of Biochemistry, Karpagam Academy of Higher Education, Coimbatore, Tamil Nadu, 641021, India.
Curr Cancer Drug Targets. 2025;25(2):183-203. doi: 10.2174/0115680096321287240826065718.
This study delved to understand the role of Kinase Insert Domain Receptor (KDR) and its associated miRNAs in renal cell carcinoma through an extensive computational analysis. The potential of our findings to guide future research in this area is significant.
Our methods, which included the use of UALCAN and GEPIA2 databases, as well as miRDB, MirDIP, miRNet v2.0, miRTargetLink, MiEAA v2.1, TarBase v8.0, INTERNET, and miRTarBase, were instrumental in identifying the regulation of miRNA associated with KDR expression. The predicted miRNA was validated with the TCGA-KIRC patients' samples by implementing CancerMIRNome. The TargetScanHuman v8.0 was implemented to identify the associations between human miRNAs and KDR. A Patch Dock server analyzed the interactions between hsa-miR-200c-3p and KDR.
The KDR expression rate was investigated in the Kidney Renal Cell Carcinoma (KIRC) samples, and adjacent normal tissues revealed that the expression rate was significantly higher than the normal samples, which was evident from the strong statistical significance (P = 1.63e). Likely, the KDR expression rate was estimated as high at tumor grade 1 and gradually decreased till the metastasis grade, reducing the survival rate of the KIRC patients. To identify these signals early, we predicted a miRNA that could alter the expression of KDR. Furthermore, we uncovered the potential associations between miR-200c-3p expressions by regulating KDR towards the progression of KIRC.
Upon examining the outcome, it became evident that miR-200c-3p was significantly downregulated in KIRC compared to the normal samples. Moreover, the negative correlation was obtained for hsa-miR-200c-3p (R = - 0.276) along with the KDR expression describing that the increased rate of hsamiR- 200c-3p might reduce the KDR expression rate, which may suppress the KIRC initiation or progression.
The analysis indicated that the significant increase in KDR expression during the initiation of KIRC could serve as an early diagnostic marker. Moreover, KDR could be utilized to identify advancements in KIRC stages. Additionally, hsa-miR-200c-3p was identified as a potential regulator capable of downregulating and upregulating KDR expression among the 24 miRNAs screened. This finding holds promise for future research endeavors. Concurrent administration of the FDA-approved 5- fluorouracil with KIRC drugs, such as sorafenib, zidovudine, and everolimus, may have the potential to enhance the therapeutic efficacy in downregulating hsa-miR-200c-3p. However, further studies are imperative to validate these findings and gain a comprehensive understanding of the intricate regulatory interplay involving hsa-miR-200c-3p, KDR, 5-fluorouracil, and other FDA-approved drugs for the treatment of KIRC. This will facilitate the identification of KIRC stage progression and its underlying preventative mechanisms.
本研究通过广泛的计算分析,深入探究激酶插入结构域受体(KDR)及其相关微小RNA(miRNA)在肾细胞癌中的作用。我们的研究结果对指导该领域未来研究具有重要意义。
我们的方法包括使用UALCAN和GEPIA2数据库,以及miRDB、MirDIP、miRNet v2.0、miRTargetLink、MiEAA v2.1、TarBase v8.0、INTERNET和miRTarBase,这些方法有助于确定与KDR表达相关的miRNA调控。通过实施CancerMIRNome,在TCGA-KIRC患者样本中验证预测的miRNA。使用TargetScanHuman v8.0确定人类miRNA与KDR之间的关联。通过Patch Dock服务器分析hsa-miR-200c-3p与KDR之间的相互作用。
在肾透明细胞癌(KIRC)样本及相邻正常组织中研究KDR表达率,结果显示其表达率显著高于正常样本,具有很强的统计学意义(P = 1.63e)。KDR表达率在肿瘤1级时估计较高,并逐渐下降直至转移阶段,降低了KIRC患者的生存率。为了早期识别这些信号,我们预测了一种可改变KDR表达的miRNA。此外,我们发现通过调节KDR,miR-200c-3p表达与KIRC进展之间存在潜在关联。
研究结果表明,与正常样本相比,KIRC中miR-200c-3p显著下调。此外,hsa-miR-200c-3p(R = - 0.276)与KDR表达呈负相关,表明hsa-miR-200c-3p表达增加可能降低KDR表达率,这可能抑制KIRC的起始或进展。
分析表明,KIRC起始时KDR表达显著增加可作为早期诊断标志物。此外,KDR可用于识别KIRC分期进展。此外在筛选的24种miRNA中,hsa-miR-200c-3p被确定为能够下调和上调KDR表达的潜在调节因子。这一发现为未来研究带来了希望。将FDA批准的5-氟尿嘧啶与KIRC药物(如索拉非尼、齐多夫定和依维莫司)联合使用,可能有潜力提高下调hsa-miR-200c-3p的治疗效果。然而,必须进行进一步研究以验证这些发现,并全面了解涉及hsa-miR-200c-3p、KDR、5-氟尿嘧啶和其他FDA批准的治疗KIRC药物的复杂调控相互作用。这将有助于识别KIRC分期进展及其潜在预防机制。