Drug Repurposing and Systems Biology approaches of Enzastaurin can target potential biomarkers and critical pathways in Colorectal Cancer

生物 信号转导 小桶 系统药理学 表观遗传学 结直肠癌 PI3K/AKT/mTOR通路 癌症研究 计算生物学 癌症 生物信息学 转录组 药理学 基因 细胞生物学 遗传学 基因表达 药品
作者
Pratul Dipta Somadder,Md. Arju Hossain,Asif Ahsan,Tayeba Sultana,Sadat Hossain Soikot,Md. Masuder Rahman,Sobhy M. Ibrahim,Kawsar Ahmed,Francis M. Bui
出处
期刊:Computers in Biology and Medicine [Elsevier]
卷期号:155: 106630-106630 被引量:8
标识
DOI:10.1016/j.compbiomed.2023.106630
摘要

Colorectal cancer (CRC) is a severe health concern that results from a cocktail of genetic, epigenetic, and environmental abnormalities. Because it is the second most lethal malignancy in the world and the third-most common malignant tumor, but the treatment is unavailable. The goal of the current study was to use bioinformatics and systems biology techniques to determine the pharmacological mechanism underlying putative important genes and linked pathways in early-onset CRC. Computer-aided methods were used to uncover similar biological targets and signaling pathways associated with CRC, along with bioinformatics and network pharmacology techniques to assess the effects of enzastaurin on CRC. The KEGG and gene ontology (GO) pathway analysis revealed several significant pathways including in positive regulation of protein phosphorylation, negative regulation of the apoptotic process, nucleus, nucleoplasm, protein tyrosine kinase activity, PI3K-Akt signaling pathway, pathways in cancer, focal adhesion, HIF-1 signaling pathway, and Rap1 signaling pathway. Later, the hub protein module identified from the protein-protein interactions (PPIs) network, molecular docking and molecular dynamics simulation represented that enzastaurin showed strong binding interaction with two hub proteins including CASP3 (-8.6 kcal/mol), and MCL1 (-8.6 kcal/mol), which were strongly implicated in CRC management than other the five hub proteins. Moreover, the pharmacokinetic features of enzastaurin revealed that it is an effective therapeutic agent with minimal adverse effects. Enzastaurin may inhibit the potential biological targets that are thought to be responsible for the advancement of CRC and this study suggests a potential novel therapeutic target for CRC.

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