Cracking a cancer code histone deacetylation in epigenetic: the implication from molecular dynamics simulations on efficacy assessment of histone deacetylase inhibitors

被引:14
作者
Dushanan, Ramachandren [1 ]
Weerasinghe, Samantha [2 ]
Dissanayake, Dhammike P. [2 ]
Senthilinithy, Rajendram [1 ]
机构
[1] Open Univ Sri Lanka, Dept Chem, Fac Nat Sci, Nugegoda, Sri Lanka
[2] Univ Colombo, Dept Chem, Fac Sci, Colombo, Sri Lanka
基金
美国国家科学基金会;
关键词
HDAC enzyme; HDAC inhibitor; molecular dynamics; RMSD; radius of gyration; SASA; RMSF; MM-PBSA; INTERACTION ENERGY METHOD; HYDROXAMIC ACID; HIGH-THROUGHPUT; BINDING MODES; UCSF CHIMERA; TUMOR-CELLS; IN-VITRO; DOCKING; PROTEIN; DESIGN;
D O I
10.1080/07391102.2020.1838328
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
Epigenetic changes, histone acetylation and deacetylation in chromatin have been intensively studied due to their significance in regulating the gene expression. According to the type of tumor, the levels of histone deacetylases (HDAC) are varied. HDAC inhibitors are a new promising class of compounds that inhibit the proliferation of tumor cells. In this study, the inhibitory efficacy of some HDAC inhibitors such as vorinostat, panobinostat, abexinostat, belinostat, resminostat, dacinostat and pracinostat was studied using molecular dynamics simulation. The inhibitory efficacy was estimated by computing the enzyme's stability, positional stability of the individual amino acids and interaction energies of HDLP-inhibitor complexes. It is hoped that this investigation may improve our understanding of the atomic-level description of the inhibitor binding site and how the HDAC inhibitors change the environment of the enzyme's active site. The results obtained from the root-mean-square deviation, the radius of gyration, solvent-accessible surface area, root-mean-square fluctuation, stride server and Ramachandran plot have revealed that the stability of HDLP enzyme with vorinostat, panobinostat and abexinostat is higher than the other studied complexes. According to the calculated values for MM-PBSA, LIE, semi-LIE binding free energies and interaction energies, the stability of the HDLP enzyme varies as panobinostat > abexinostat > vorinostat where resminostat complex showed relatively low stability. The ligandability and drugability values also give the same trend as above. The findings revealed that the panobinostat and abexinostat are potential lead compounds as reference inhibitor vorinostat. Therefore, it is possible to use these drugs as HDAC inhibitors in clinical practices. Also, the outcomes of this study could be utilized to identify new inhibitors for clinical research.
引用
收藏
页码:2352 / 2368
页数:17
相关论文
共 80 条
[1]   Improving the accuracy of the linear interaction energy method for solvation free energies [J].
Almlof, Martin ;
Carlsson, Jens ;
Aqvist, Johan .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2007, 3 (06) :2162-2175
[2]   NEW METHOD FOR PREDICTING BINDING-AFFINITY IN COMPUTER-AIDED DRUG DESIGN [J].
AQVIST, J ;
MEDINA, C ;
SAMUELSSON, JE .
PROTEIN ENGINEERING, 1994, 7 (03) :385-391
[3]  
Armstrong L., 2013, Epigenetics
[4]  
Astuti A. D., 2009, ARXIV09120893
[5]   Selective growth inhibition of tumor cells by a novel histone deacetylase inhibitor, NVP-LAQ824 [J].
Atadja, P ;
Gao, L ;
Kwon, P ;
Trogani, N ;
Walker, H ;
Hsu, M ;
Yeleswarapu, L ;
Chandramouli, N ;
Perez, L ;
Versace, R ;
Wu, A ;
Sambucetti, L ;
Lassota, P ;
Cohen, D ;
Bair, K ;
Wood, A ;
Remiszewski, S .
CANCER RESEARCH, 2004, 64 (02) :689-695
[6]   Regulation of chromatin by histone modifications [J].
Bannister, Andrew J. ;
Kouzarides, Tony .
CELL RESEARCH, 2011, 21 (03) :381-395
[7]   Investigating the selectivity of potential new inhibitors of dihydrofolate reductase from Yersinia pestis designed by molecular modeling [J].
Bastos, Leonardo da Costa ;
de Souza, Felipe Rodrigues ;
Pereira Souza, Lucas Miguel ;
Forgione, Pat ;
Cuya, Teobaldo ;
de Alencastro, Ricardo Bicca ;
Pimentel, Andre Silva ;
Costa Franca, Tanos Celmar .
JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2019, 37 (05) :1170-1176
[8]   GROMACS - A MESSAGE-PASSING PARALLEL MOLECULAR-DYNAMICS IMPLEMENTATION [J].
BERENDSEN, HJC ;
VANDERSPOEL, D ;
VANDRUNEN, R .
COMPUTER PHYSICS COMMUNICATIONS, 1995, 91 (1-3) :43-56
[9]   MOLECULAR-DYNAMICS WITH COUPLING TO AN EXTERNAL BATH [J].
BERENDSEN, HJC ;
POSTMA, JPM ;
VANGUNSTEREN, WF ;
DINOLA, A ;
HAAK, JR .
JOURNAL OF CHEMICAL PHYSICS, 1984, 81 (08) :3684-3690
[10]   Recent changes to RasMol, recombining the variants [J].
Bernstein, HJ .
TRENDS IN BIOCHEMICAL SCIENCES, 2000, 25 (09) :453-455