In silico Exploration of a Novel ICMT Inhibitor with More Solubility than Cysmethynil against Membrane Localization of KRAS Mutant in Colorectal Cancer.

Mohammed Mouhcine, Youness Kadil, Ibtihal Segmani, Imane Rahmoune, Houda Filali
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Abstract

Background: ICMT (isoprenylcysteine carboxyl methyltransferase) is an enzyme that plays a key role in the post-translational modification of the K-Ras protein. The carboxyl methylation of this protein by ICMT is important for its proper localization and function. Cysmethynil (2-[5-(3-methylphenyl)-l-octyl-lH-indolo-3-yl] acetamide) causes K-Ras mislocalization and interrupts pathways that control cancer cell growth and division through inhibition of ICMT, but its poor water solubility makes it difficult and impractical for clinical use. This indicates that relatively high amounts of cysmethynil would be required to achieve an effective dose, which could result in significant adverse effects in patients.

Objective: The general objective of this work was to find virtually new compounds that present high solubility in water and are similar to the pharmacological activity of cysmethynil.

Materials and methods: Pharmacophore modeling, pharmacophore-based virtual screening, prediction of ADMET properties (absorption, distribution, metabolism, excretion, and toxicity), and water solubility were performed to recover a water-soluble molecule that shares the same chemical characteristics as cysmethynil using Discovery Studio v16.1.0 (DS16.1), SwissADME server, and pkCSM server.

Results: In this study, ten pharmacophore model hypotheses were generated by exploiting the characteristics of cysmethynil. The pharmacophore model validated by the set test method was used to screen the "Elite Library®" and "Synergy Library" databases of Asinex. Only 1533 compounds corresponding to all the characteristics of the pharmacophore were retained. Then, the aqueous solubility in water at 25°C of these 1533 compounds was predicted by the Cheng and Merz model. Among these 1533 compounds, two had the optimal water solubility. Finally, the ADMET properties and Log S water solubility by three models (ESOL, Ali, and SILICOS-IT) of the two compounds and cysmethynil were compared, resulting in compound 2 as a potential inhibitor of ICMT.

Conclusion: According to the results obtained, the identified compound presented a high solubility in water and could be similar to the pharmacological activity of cysmethynil.

针对结直肠癌中 KRAS 突变体的膜定位,对溶解度高于 Cysmethynil 的新型 ICMT 抑制剂进行硅学探索。
背景:ICMT(异戊烯基半胱氨酸羧基甲基转移酶)是一种在 K-Ras 蛋白翻译后修饰中起关键作用的酶。ICMT 对这种蛋白质的羧基甲基化对其正常定位和功能非常重要。Cysmethynil(2-[5-(3-甲基苯基)-l-辛基-lH-吲哚-3-基]乙酰胺)可通过抑制 ICMT 导致 K-Ras 错位,并中断控制癌细胞生长和分裂的途径,但由于其水溶性较差,很难在临床上使用,也不切实际。这表明,要达到有效剂量,需要相对较高的西甲嘧啶用量,这可能会对患者造成严重的不良影响:这项工作的总体目标是找到在水中溶解度高且药理活性与西甲替尼相似的新化合物:方法:使用 Discovery Studio v16.1.0 (DS16.1)、SwissADME 服务器和 pkCSM 进行药效学建模、基于药效学的虚拟筛选、ADMET 特性(吸收、分布、代谢、排泄和毒性)预测和水溶性预测,以找到与 cysmethynil 具有相同化学特性的水溶性分子:本研究利用头孢羟氨苄的特性生成了十个药效模型假设。通过集合测试法验证的药效学模型被用于筛选 Asinex 的 "Elite Library®"和 "Synergy Library "数据库。只有 1533 个化合物符合药效库的所有特征。然后,利用 Cheng 和 Merz 模型预测了这 1533 个化合物在 25°C 水中的水溶性。在这 1533 个化合物中,有两个化合物具有最佳水溶性。最后,通过三种模型(ESOL、Ali 和 SILICOS-IT)比较了这两种化合物和 cysmethynil 的 ADMET 特性和 Log S 水溶性,结果发现化合物 2 是一种潜在的 ICMT 抑制剂:结论:根据所获得的结果,所发现的化合物在水中的溶解度很高,其药理活性可能与头孢羟氨苄相似。
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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