In Silico Molecular Dynamics and 3D-QSAR Study on Thiazolidinedione Derivatives as Dual Inhibitors of DPP IV and PTP1B (DDPI's) for the Management of T2DM

IF 1.9 4区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY
Yogesh Singh, Suresh Thareja
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引用次数: 0

Abstract

Simultaneous inhibition of dipeptidyl peptidase IV and protein tyrosine phosphatase 1B as DDPI's emerged as a therapeutic intervention for the management of T2DM. In the present study, we have employed molecular dynamics simulation in conjugation with the field-based 3D QSAR studies on a dataset having DDPI activities to identify the spatial fingerprints of target-specific thiazolidinedione analogs. Separate contours were generated for both DPP IV and PTP1B showing respective pharmacophoric structural requirements for optimal inhibitory activity. These developed 3D QSAR models also showed good statistical measures (DPP IV: r= 0.9468; q= 0.7173, and PTP1B: r= 0.9718; q= 0.819) with the excellent predictive ability with PLS-generated validation constraints. Comparative steric and electrostatic features were elucidated using respective contour maps for selective target-specific favorable activity. Furthermore, molecular docking was used for elucidating the mode of binding as DDPI's to DPP IV and PTP1B, along with MD simulation (200 ns) analysis such as RMSD, RMSF, Rg, SASA, PCA, and FEL. These studies revealed that all the protein-ligand docked complexes elicited an overall better stability as compared to reference ligand (vildagliptin or ertiprotafib) complexes. Molecular docking studies revealed that compound 24 (DPP IV: −150.667 kcal/mol; PTP1B: −142.792 kcal/mol) showed maximum affinity toward both the proteins DPP IV and PTP1B, as compared to their respective standard inhibitor, i.e., vildagliptin −99.9843 kcal/mol and ertiprotafib −125.399 kcal/mol, respectively. A comparative study of these developed multitargeted QSAR models along with molecular docking and dynamics study were employed for the optimization of drug candidates as DDPI's. Compound 24 showed most stable behavior in the binding pockets of both the enzymes, as compared to their respective standard inhibitors. This study will be helpful in designing novel DDPIs with appropriately substitute thiazolidinedione for the management of T2DM. The designed compound YSR-14 exhibited the predicted IC50 values of 0.143 µM in DPP IV and 0.158 µM in PTP1B along with their excellent binding affinity against both targets.

Abstract Image

噻唑烷二酮衍生物作为DPP IV和PTP1B (DDPI’s)双重抑制剂治疗T2DM的硅分子动力学和3D-QSAR研究
同时抑制二肽基肽酶IV和蛋白酪氨酸磷酸酶1B作为DDPI出现在T2DM管理的治疗干预中。在本研究中,我们在具有DDPI活性的数据集上采用分子动力学模拟结合基于现场的3D QSAR研究来识别目标特异性噻唑烷二酮类似物的空间指纹图谱。DPP IV和PTP1B分别生成了不同的轮廓,显示了最佳抑制活性各自的药理结构要求。所建立的三维QSAR模型也具有良好的统计测量效果(DPP IV: r2 = 0.9468;q2 = 0.7173, PTP1B: r2 = 0.9718;q2 = 0.819),在pls生成的验证约束下具有出色的预测能力。利用各自的等高线图阐明了选择性靶特异性有利活性的比较空间和静电特征。此外,利用分子对接技术阐明了DDPI与DPP IV和PTP1B的结合模式,并进行了RMSD、RMSF、Rg、SASA、PCA和FEL等200 ns的MD模拟分析。这些研究表明,与参考配体(维格列汀或ertiprotafib)复合物相比,所有蛋白质配体对接的复合物总体上具有更好的稳定性。分子对接研究表明,化合物24 (DPP IV:−150.667 kcal/mol;PTP1B:−142.792 kcal/mol)对DPP IV蛋白和PTP1B蛋白的亲和力最大,与它们各自的标准抑制剂vildagliptin - 99.9843 kcal/mol和ertiprotafib - 125.399 kcal/mol相比。通过对这些多靶点QSAR模型的比较研究、分子对接和动力学研究,对DDPI候选药物进行优化。与它们各自的标准抑制剂相比,化合物24在两种酶的结合口袋中表现出最稳定的行为。本研究将有助于设计新型替代噻唑烷二酮治疗T2DM的ddpi。所设计的化合物YSR-14在DPP IV和PTP1B中的IC50预测值分别为0.143µM和0.158µM,并且对这两个靶点都具有良好的结合亲和力。
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来源期刊
ChemistrySelect
ChemistrySelect Chemistry-General Chemistry
CiteScore
3.30
自引率
4.80%
发文量
1809
审稿时长
1.6 months
期刊介绍: ChemistrySelect is the latest journal from ChemPubSoc Europe and Wiley-VCH. It offers researchers a quality society-owned journal in which to publish their work in all areas of chemistry. Manuscripts are evaluated by active researchers to ensure they add meaningfully to the scientific literature, and those accepted are processed quickly to ensure rapid online publication.
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