Pimentel Raiane Dandara Pereira, Camargo Priscila Goes, de A Azevedo Pedro Henrique R, Constant Larissa Esteves Carvalho, da Silva Costa Stephany, Allonso Diego, Rodrigues Carlos Rangel, Albuquerque Magaly Girão, Dias Luiza R S, Muri Estela Maris F, da Silva Lima Camilo Henrique
Federal University of Rio de Janeiro, CCMN, Chemistry Institute, Postgraduate Program in Chemistry - PGQu, Rio de Janeiro, RJ, 21941-853, Brazil.
CCS, Pharmacy Faculty, Federal University of Rio de Janeiro, Rio de Janeiro, 21941- 853, RJ, Brazil.
Sci Rep. 2025 Jul 20;15(1):26319. doi: 10.1038/s41598-025-11599-2.
We investigated statin-based peptidomimetic compounds as inhibitors of SARS-CoV-2 papain-like protease (PLpro) by in silico methods, including molecular docking/dynamic simulations and ADMET prediction, as well as enzymatic in vitro assays. Five compounds (LQMed 426, 428, 430, 431, and 432) were identified as having promising interactions with the active site and an allosteric site of PLpro. The docking poses in the active site revealed that the compounds interacted with the catalytic triad (Cys111, His272, and Asp286). Compound 426 stood out for forming significant hydrophobic interactions and hydrogen bonds. In molecular dynamic (MD) simulations, there was a tendency for the compounds to migrate to a pocket in the ubiquitin-like (Ubl) domain region, indicating possible allosteric inhibition. Principal component analysis (PCA) and free energy landscape (FEL) plot showed significant differences in the conformational stability of protein-ligand complexes. Complex 432 had the highest stability (PC1: 24.9%, PC2: 10.5%) with restricted movements, while complex 430 had the lowest stability and the highest PC1, indicating broader movements. Complexes 426 and 428 had intermediate stability. FEL analysis confirmed that complex 432 had multiple minimum energy clusters, suggesting a greater likelihood of stable enzyme-ligand complex. In vitro assays demonstrated that all compounds inhibited PLpro activity by at least 50%, with IC values ranging from 0.85 µM to 4.06 µM. Compounds 426 and 432 were the most promising, with IC of 0.85 µM and 1.46 µM, respectively, values comparable to the GRL-0617 reference inhibitor. Binding free energy analysis indicated that compounds 430 and 431 showed significant affinity for the allosteric site (-27 kcal/mol and - 14 kcal/mol, respectively), while compound 428 showed reduced stability. In addition, in silico pharmacokinetics and toxicity (ADMET) prediction revealed that statine-based compounds are promising compared to GRL-0617 due to the low potential of inhibition of CYP's family and toxicity risk. Overall, the tested compounds, especially 426 and 432, showed potential as inhibitors of SARS-CoV-2 PLpro and may act by non-competitive or mixed mechanisms, making them promising candidates for developing antivirals against CoViD-19.
我们通过计算机模拟方法,包括分子对接/动态模拟和ADMET预测以及体外酶学分析,研究了基于他汀类的拟肽化合物作为严重急性呼吸综合征冠状病毒2(SARS-CoV-2)木瓜样蛋白酶(PLpro)抑制剂的情况。鉴定出五种化合物(LQMed 426、428、430、431和432)与PLpro活性位点和变构位点具有良好的相互作用。活性位点处的对接构象表明,这些化合物与催化三联体(半胱氨酸111、组氨酸272和天冬氨酸286)相互作用。化合物426因形成显著的疏水相互作用和氢键而脱颖而出。在分子动力学(MD)模拟中,这些化合物有迁移至类泛素(Ubl)结构域区域口袋的趋势,表明可能存在变构抑制作用。主成分分析(PCA)和自由能景观(FEL)图显示蛋白质-配体复合物的构象稳定性存在显著差异。复合物432稳定性最高(主成分1:24.9%,主成分2:10.5%),运动受限,而复合物430稳定性最低,主成分1最高,表明运动范围更广。复合物426和428具有中等稳定性。FEL分析证实复合物432有多个最低能量簇,表明酶-配体复合物稳定的可能性更大。体外分析表明,所有化合物均至少50%抑制PLpro活性,IC值范围为从0.85微摩尔至4.06微摩尔。化合物426和432最具潜力,IC值分别为0.85微摩尔和1.46微摩尔,与GRL-0617参考抑制剂相当。结合自由能分析表明,化合物430和431对变构位点表现出显著亲和力(分别为-27千卡/摩尔和-14千卡/摩尔),而化合物428稳定性降低。此外,计算机模拟的药代动力学和毒性(ADMET)预测显示,基于他汀的化合物与GRL-0617相比具有潜力,因为其对细胞色素P450酶家族的抑制潜力和毒性风险较低。总体而言,所测试的化合物,尤其是426和432,显示出作为SARS-CoV-2 PLpro抑制剂的潜力,可能通过非竞争性或混合机制起作用,使其成为开发抗2019冠状病毒病抗病毒药物的有前景候选物。