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
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.
科研通智能强力驱动
Strongly Powered by AbleSci AI