Discovery of novel MLK4 inhibitors against colorectal cancer through computational approaches

IF 7 2区 医学 Q1 BIOLOGY
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Abstract

Colorectal cancer (CRC) is a significant health issue globally, affecting approximately 10 % of the world's population. The prevalence of CRC highlights the need for effective treatments and prevention strategies. The current therapeutic option, such as chemotherapy, has significant side effects. Thus, this study investigated the anticancer properties of Sanguinarine derivatives, an alkaloid found in traditional herbs via chemoinformatic approaches. Six Sanguinarine derivatives were discovered through virtual screening and molecular docking to determine their binding affinities against the mixed lineage kinase (MLK4) protein which is responsible for CRC. All the compounds were found to be more effective than standard drug used for colorectal cancer treatment, with Sanguinarine derivative 11 showing the highest affinity. The stability of the drug was confirmed through molecular dynamics simulations at 500 ns. This suggests that compound 11 has a higher chance of replacing 5-Fluorouracil, which is currently a widely used chemotherapy drug. Before molecular dynamics simulations, the pharmacokinetic and chemical properties of Sanguinarine derivatives were determined using pkCSM server and DFT method, respectively. The results support that compound 11 is a good drug candidate, as evidenced by Lipinski's Rule of Five. Therefore, compound 11 is recommended for further analysis via in vivo and in vitro studies to confirm its efficacy and safety.

Abstract Image

通过计算方法发现新型 MLK4 大肠癌抑制剂
结肠直肠癌(CRC)是一个全球性的重大健康问题,影响着全球约 10% 的人口。大肠癌的发病率凸显了对有效治疗和预防策略的需求。目前的治疗方法,如化疗,有很大的副作用。因此,本研究通过化学信息学方法研究了传统草药中的一种生物碱--Sanguinarine 衍生物的抗癌特性。通过虚拟筛选和分子对接,研究人员发现了六种Sanguinarine衍生物,以确定它们与导致癌症的混合系激酶(MLK4)蛋白的结合亲和力。结果发现,所有化合物都比治疗结直肠癌的标准药物更有效,其中番荔枝碱衍生物 11 的亲和力最高。通过 500 ns 的分子动力学模拟证实了药物的稳定性。这表明化合物 11 有更大的机会取代目前广泛使用的化疗药物 5-氟尿嘧啶。在进行分子动力学模拟之前,分别使用 pkCSM 服务器和 DFT 方法测定了 Sanguinarine 衍生物的药代动力学和化学特性。结果表明,化合物 11 是一种很好的候选药物,Lipinski's Rule of Five 也证明了这一点。因此,建议通过体内和体外研究对化合物 11 进行进一步分析,以确认其疗效和安全性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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