Zaky Yara A, Rashad Mai W, Zaater Marwa A, El Kerdawy Ahmed M
Department of Chemistry, School of Pharmacy, Newgiza University (NGU), Newgiza, Km 22 Cairo-Alexandria Desert Road, Cairo, Egypt.
Master Postgraduate Program, Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Cairo University, Cairo, Egypt.
BMC Chem. 2024 Jan 3;18(1):2. doi: 10.1186/s13065-023-01081-3.
In the current study we suggest a novel approach to curb non-alcoholic steatohepatitis (NASH) progression, and we suggest privileged scaffolds for the design of novel compounds for this aim. NASH is an advanced form of non-alcoholic fatty liver disease that can further progress into fibrosis, cirrhosis, and hepatocellular carcinoma. It is a widely emerging disease affecting 25% of the global population and has no current approved treatments. Protein kinases are key regulators of cellular pathways, of which, Rho-associated protein kinase 1 (ROCK1) and apoptosis signal-regulating kinase 1 (ASK1) play an important role in the progression of NASH and they stand out as promising targets for NASH therapy. Interestingly, their kinase domains are found to be similar in sequence and topology; therefore, dual inhibition of ROCK1 and ASK1 is expected to be amenable and could achieve a more favourable outcome. To reach this goal, a training set of ROCK1 and ASK1 protein structures co-crystalized with type 1 (ATP-competitive) inhibitors was constructed to manually generate receptor-based pharmacophore models representing ROCK1 and ASK1 inhibitors' common pharmacophoric features. The models produced were assessed using a test set of both ROCK1 and ASK1 actives and decoys, and their performance was evaluated using different assessment metrics. The best pharmacophore model obtained, showing a Mathew's correlation coefficient (MCC) of 0.71, was then used to screen the ZINC purchasable database retrieving 6178 hits that were filtered accordingly using several medicinal chemistry and pharmacokinetics filters returning 407 promising compounds. To confirm that these compounds are capable of binding to the target kinases, they were subjected to molecular docking simulations at both protein structures. The results were then assessed individually and filtered, setting the spotlight on various privileged scaffolds that could be exploited as the nucleus for designing novel ROCK1/ASK1 dual inhibitors.
在当前的研究中,我们提出了一种抑制非酒精性脂肪性肝炎(NASH)进展的新方法,并为此目的设计新型化合物推荐了优势骨架。NASH是非酒精性脂肪肝病的一种晚期形式,可进一步发展为纤维化、肝硬化和肝细胞癌。它是一种广泛出现的疾病,影响着全球25%的人口,目前尚无批准的治疗方法。蛋白激酶是细胞信号通路的关键调节因子,其中,Rho相关蛋白激酶1(ROCK1)和凋亡信号调节激酶1(ASK1)在NASH的进展中起重要作用,是NASH治疗的有前景的靶点。有趣的是,发现它们的激酶结构域在序列和拓扑结构上相似;因此,对ROCK1和ASK1的双重抑制有望实现,并且可能会取得更有利的结果。为了实现这一目标,构建了一组与1型(ATP竞争性)抑制剂共结晶的ROCK1和ASK1蛋白结构的训练集,以手动生成代表ROCK1和ASK1抑制剂共同药效特征的基于受体的药效团模型。使用一组ROCK1和ASK1的活性化合物和诱饵化合物对生成的模型进行评估,并使用不同的评估指标评估其性能。然后,使用获得的最佳药效团模型(马修斯相关系数(MCC)为0.71)筛选ZINC可购买数据库,检索到6178个命中结果,并使用几种药物化学和药代动力学过滤器进行相应筛选,得到407个有前景的化合物。为了确认这些化合物能够与目标激酶结合,对它们在两种蛋白结构上进行了分子对接模拟。然后分别评估和筛选结果,重点关注各种可作为设计新型ROCK1/ASK1双重抑制剂核心的优势骨架。