Medicinal Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Science Pilani, Rajasthan, India.
CSIR-Institute of Genomics and Integrative Biology, New Delhi, India.
J Biomol Struct Dyn. 2024 Jan-Feb;42(1):261-273. doi: 10.1080/07391102.2023.2199081. Epub 2023 Apr 16.
Sickle cell disease (SCD) is an autosomal recessive genetic disorder affecting millions of people worldwide. A reversible and selective DNMT1 inhibitor, GSK3482364, has been known to decrease the overall methylation activity of DNMT1, resulting in the increase of HbF levels and percentage of HbF-expressing erythrocytes in an and model. In this study, a structure-based virtual screening was done with GSK3685032, a co-crystalized ligand of DNMT1 (PDB ID: 6X9K) with an IC value of 0.036 μM and identified 3988 compounds from three databases (ChEMBL, PubChem and Drug Bank). Using this screening method, we identified around 15 compounds with XP docking scores greater than -8 kcal/mol. Further, prime MM-GBSA calculations have been performed and found compound SCHEMBL19716714 with the highest binding free energy of -83.31 kcal/mol. Finally, four compounds were identified based on glide energy and ΔG bind scores that have the most binding with DG7, DG19, DG20 bases and Lys1535, His1507, Trp1510, Ser1230, which were required for the target enzyme inhibition. Furthermore, molecular dynamics simulation studies of top ligands validate the stability of the docked complexes by examining root mean square deviations, root mean square fluctuations, solvent accessible surface area, and radius of gyration graphs from simulation trajectories. These findings suggest that the top four hit compounds may be capable of inhibiting DNMT1 and that additional and studies will be essential to prove the clinical effectiveness of the selected lead compounds.Communicated by Ramaswamy H. Sarma.
镰状细胞病(SCD)是一种影响全球数百万人的常染色体隐性遗传疾病。一种可逆和选择性的 DNMT1 抑制剂 GSK3482364 已被证明可降低 DNMT1 的整体甲基化活性,从而导致 和 模型中 HbF 水平和表达 HbF 的红细胞百分比增加。在这项研究中,使用基于结构的虚拟筛选方法对 GSK3685032 进行了筛选,GSK3685032 是与 DNMT1 共结晶的配体(PDB ID:6X9K),其 IC 值为 0.036μM,从三个数据库(ChEMBL、PubChem 和 Drug Bank)中鉴定了 3988 种化合物。使用这种筛选方法,我们鉴定出了大约 15 种 XP 对接得分大于-8kcal/mol 的化合物。此外,还进行了 Prime MM-GBSA 计算,发现化合物 SCHEMBL19716714 具有最高的结合自由能-83.31kcal/mol。最后,根据 Glide 能量和ΔGbind 得分,确定了 4 种化合物与 DG7、DG19、DG20 碱基和 Lys1535、His1507、Trp1510、Ser1230 结合最紧密,这些碱基是靶酶抑制所必需的。此外,对顶级配体的分子动力学模拟研究通过检查模拟轨迹的均方根偏差、均方根波动、溶剂可及表面积和回转半径图,验证了对接复合物的稳定性。这些发现表明,前四种命中化合物可能能够抑制 DNMT1,并且需要进行进一步的 和 研究来证明所选先导化合物的临床效果。由 Ramaswamy H. Sarma 传达。