Identification of novel protein kinase C-βII inhibitors: virtual screening, molecular docking and molecular dynamics simulation studies

被引:6
作者
Sanapalli, Bharat Kumar Reddy [1 ]
Yele, Vidyasrilekha [2 ]
Baldaniya, Lalji [3 ]
Karri, Veera Venkata Satyanarayana Reddy [4 ]
机构
[1] Marwadi Univ, Fac Pharm, Dept Pharmacol, Rajkot 360003, Gujarat, India
[2] Marwadi Univ, Fac Pharm, Dept Pharmaceut Chem, Rajkot 360003, Gujarat, India
[3] Marwadi Univ, Fac Pharm, Dept Pharmaceut, Rajkot 360003, Gujarat, India
[4] JSS Acad Higher Educ & Res, JSS Coll Pharm, Dept Pharmaceut, Ooty 643001, Tamil Nadu, India
关键词
Diabetic wound; Protein kinase C-beta II; Receptor-based virtual screening; Molecular docking; ADMET calculations; Molecular dynamics simulation studies; MYOCARDIAL-INFARCTION; ACCURATE DOCKING; ANGIOGENESIS; GLIDE; MODEL; CHALLENGES; DISCOVERY; NETOSIS;
D O I
10.1007/s00894-022-05104-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Diabetic wounds (DWs) are the major end-stage manifestation encountered in diabetic patients. The two major pathways involved in the pathogenesis of DW are impaired angiogenesis and unnecessary NETosis, which are regulated by a common enzyme called protein kinase C (PKC)-beta II. PKC-beta II is a conventional isoform of PKC family that can be activated by calcium and diacylglycerol. PKC-beta II possesses a specific expression profile and plays a distinct role in various cellular and molecular functions. The pathogenic role of PKC-beta II and its involvement in the impairment of wound healing suggested that PKC-beta II plays a potential role in DW progression. Hence, there is a renewed interest in developing specific inhibitors of PKC-beta II. In the present study, receptor-based virtual screening was performed for the identification of potential PKC-beta II inhibitors using TimTec, Enamine, Zinc and Specs databases. A total of 595 candidate compounds were evaluated based on absorption, distribution, metabolism, excretion and toxicity, standard precision docking. Further, extra-precision docking and binding free energy calculations were carried out for top-ranked compounds. Based on Glide score and protein-ligand interactions, we have identified compound 1 as a potential inhibitor. Finally, molecular dynamics (MD) simulation was performed for top compound 1 using the Desmond module (Schrodinger suite) to identify the structural stability of the protein-ligand complex. Gratifyingly, MD trajectory analysis demonstrated the stable binding conformation of compound 1 with PKC-beta II enzyme. In silico approaches incorporated in this study provide a set of new putative PKC-beta II inhibitors which could be potential leads to develop DW therapeutics.
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页数:11
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共 33 条
[1]   Mechanisms of inflammation in gout [J].
Busso, Nathalie ;
So, Alexander .
ARTHRITIS RESEARCH & THERAPY, 2010, 12 (02)
[2]   An Overview on Current Issues and Challenges of Endothelial Progenitor Cell-Based Neovascularization in Patients with Diabetic Foot Ulcer [J].
Das, Sushant Kumar ;
Yuan, Yi Feng ;
Li, Mao Quan .
CELLULAR REPROGRAMMING, 2017, 19 (02) :75-87
[3]   Protein kinase C-β contributes to NADPH oxidase activation in neutrophils [J].
Dekker, LV ;
Leitges, M ;
Altschuler, G ;
Mistry, N ;
McDermott, A ;
Roes, J ;
Segal, AW .
BIOCHEMICAL JOURNAL, 2000, 347 (pt 1) :285-289
[4]   Wound Healing Angiogenesis: Innovations and Challenges in Acute and Chronic Wound Healing [J].
Demidova-Rice, Tatiana N. ;
Durham, Jennifer T. ;
Herman, Ira M. .
ADVANCES IN WOUND CARE, 2012, 1 (01) :17-22
[5]   Prediction of properties from simulations: Free energies of solvation in hexadecane, octanol, and water [J].
Duffy, EM ;
Jorgensen, WL .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2000, 122 (12) :2878-2888
[6]   A SMOOTH PARTICLE MESH EWALD METHOD [J].
ESSMANN, U ;
PERERA, L ;
BERKOWITZ, ML ;
DARDEN, T ;
LEE, H ;
PEDERSEN, LG .
JOURNAL OF CHEMICAL PHYSICS, 1995, 103 (19) :8577-8593
[7]   A perspective on NETosis in diabetes and cardiometabolic disorders [J].
Fadini, G. P. ;
Menegazzo, L. ;
Scattolini, V. ;
Gintoli, M. ;
Albiero, M. ;
Avogaro, A. .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2016, 26 (01) :1-8
[8]   NETosis Delays Diabetic Wound Healing in Mice and Humans [J].
Fadini, Gian Paolo ;
Menegazzo, Lisa ;
Rigato, Mauro ;
Scattolini, Valentina ;
Poncina, Nicol ;
Bruttocao, Andrea ;
Ciciliot, Stefano ;
Mammano, Fabio ;
Ciubotaru, Catalin Dacian ;
Brocco, Enrico ;
Marescotti, Maria Cristina ;
Cappellari, Roberta ;
Arrigoni, Giorgio ;
Millioni, Renato ;
de Kreutzenberg, Saula Vigili ;
Albiero, Mattia ;
Avogaro, Angelo .
DIABETES, 2016, 65 (04) :1061-1071
[9]   Glide: A new approach for rapid, accurate docking and scoring. 1. Method and assessment of docking accuracy [J].
Friesner, RA ;
Banks, JL ;
Murphy, RB ;
Halgren, TA ;
Klicic, JJ ;
Mainz, DT ;
Repasky, MP ;
Knoll, EH ;
Shelley, M ;
Perry, JK ;
Shaw, DE ;
Francis, P ;
Shenkin, PS .
JOURNAL OF MEDICINAL CHEMISTRY, 2004, 47 (07) :1739-1749
[10]   Extra precision glide: Docking and scoring incorporating a model of hydrophobic enclosure for protein-ligand complexes [J].
Friesner, Richard A. ;
Murphy, Robert B. ;
Repasky, Matthew P. ;
Frye, Leah L. ;
Greenwood, Jeremy R. ;
Halgren, Thomas A. ;
Sanschagrin, Paul C. ;
Mainz, Daniel T. .
JOURNAL OF MEDICINAL CHEMISTRY, 2006, 49 (21) :6177-6196