Computer Aided Drug Design: Success and Limitations

被引:294
作者
Baig, Mohammad Hassan [1 ]
Ahmad, Khurshid [2 ]
Roy, Sudeep [3 ]
Ashraf, Jalaluddin Mohammad [1 ]
Adil, Mohd [4 ]
Siddiqui, Mohammad Haris [5 ]
Khan, Saif [6 ]
Kamal, Mohammad Amjad [7 ]
Provaznik, Ivo [8 ,9 ]
Choi, Inho [1 ]
机构
[1] Yeungnam Univ, Sch Biotechnol, Kyongsan 712749, South Korea
[2] Integral Univ, Dept Biosci, Lucknow, Uttar Pradesh, India
[3] Brno Univ Technol, Fac Elect Engn & Commun, Dept Biomed Engn, Tech 2, Brno 61200, Czech Republic
[4] Aligarh Muslim Univ, Interdisciplinary Biotechnol Unit, Aligarh, Uttar Pradesh, India
[5] Integral Univ, Dept Bioengn, Lucknow, Uttar Pradesh, India
[6] Univ Hail, Coll Appl Med Sci, Dept Clin Nutr, Hail 2440, Saudi Arabia
[7] King Abdulaziz Univ, King Fahd Med Res Ctr, POB 80216, Jeddah 21589, Saudi Arabia
[8] St Annes Univ Hosp Brno, Ctr Biomed Engn, Int Clin Res Ctr, Brno, Czech Republic
[9] Brno Univ Technol, FEEC, Dept Biomed Engn, CS-61090 Brno, Czech Republic
基金
新加坡国家研究基金会;
关键词
Computer-aided drug design; structure-based drug design; ligand-based drug design; virtual screening; pharmacophore; QSAR; molecular docking; molecular dynamics; EMPIRICAL SCORING FUNCTIONS; SMALL-MOLECULE INHIBITORS; PROTEIN-LIGAND DOCKING; QSAR MODEL DEVELOPMENT; BINDING-AFFINITY; RECEPTOR ANTAGONISTS; GENETIC ALGORITHM; RATIONAL DESIGN; IN-SILICO; DISCOVERY;
D O I
10.2174/1381612822666151125000550
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Over the last few decades, computer-aided drug design has emerged as a powerful technique playing a crucial role in the development of new drug molecules. Structure-based drug design and ligand-based drug design are two methods commonly used in computer-aided drug design. In this article, we discuss the theory behind both methods, as well as their successful applications and limitations. To accomplish this, we reviewed structure based and ligand based virtual screening processes. Molecular dynamics simulation, which has become one of the most influential tool for prediction of the conformation of small molecules and changes in their conformation within the biological target, has also been taken into account. Finally, we discuss the principles and concepts of molecular docking, pharmacophores and other methods used in computer-aided drug design.
引用
收藏
页码:572 / 581
页数:10
相关论文
共 144 条
[51]   Analysis of protein-protein interaction sites using surface patches [J].
Jones, S ;
Thornton, JM .
JOURNAL OF MOLECULAR BIOLOGY, 1997, 272 (01) :121-132
[52]   RUSTING OF THE LOCK AND KEY MODEL FOR PROTEIN-LIGAND BINDING [J].
JORGENSEN, WL .
SCIENCE, 1991, 254 (5034) :954-955
[53]   Molecular dynamics simulations of biomolecules [J].
Karplus, M ;
McCammon, JA .
NATURE STRUCTURAL BIOLOGY, 2002, 9 (09) :646-652
[54]  
Kaul PN, 1998, PROG DRUG RES, V50, P9
[55]   NSC114792, a novel small molecule identified through structure-based computational database screening, selectively inhibits JAK3 [J].
Kim, Byung-Hak ;
Jee, Jun-Goo ;
Yin, Chang-Hong ;
Sandoval, Claudio ;
Jayabose, Somasundaram ;
Kitamura, Daisuke ;
Bach, Erika A. ;
Baeg, Gyeong-Hun .
MOLECULAR CANCER, 2010, 9
[56]   Influenza neuraminidase inhibitors possessing a novel hydrophobic interaction in the enzyme active site: Design, synthesis, and structural analysis of carbocyclic sialic acid analogues with potent anti-influenza activity [J].
Kim, CU ;
Lew, W ;
Williams, MA ;
Liu, HT ;
Zhang, LJ ;
Swaminathan, S ;
Bischofberger, N ;
Chen, MS ;
Mendel, DB ;
Tai, CY ;
Laver, WG ;
Stevens, RC .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1997, 119 (04) :681-690
[57]   Docking and scoring in virtual screening for drug discovery: Methods and applications [J].
Kitchen, DB ;
Decornez, H ;
Furr, JR ;
Bajorath, J .
NATURE REVIEWS DRUG DISCOVERY, 2004, 3 (11) :935-949
[58]   MOLECULAR SIMILARITY INDEXES IN A COMPARATIVE-ANALYSIS (COMSIA) OF DRUG MOLECULES TO CORRELATE AND PREDICT THEIR BIOLOGICAL-ACTIVITY [J].
KLEBE, G ;
ABRAHAM, U ;
MIETZNER, T .
JOURNAL OF MEDICINAL CHEMISTRY, 1994, 37 (24) :4130-4146
[59]   Receptor flexibility in small-molecule docking calculations [J].
Kokh, Daria B. ;
Wade, Rebecca C. ;
Wenzel, Wolfgang .
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL MOLECULAR SCIENCE, 2011, 1 (02) :298-314
[60]   Virtual screening approach of sirtuin inhibitors results in two new scaffolds [J].
Kokkonen, Piia ;
Kokkola, Tarja ;
Suuronen, Tiina ;
Poso, Antti ;
Jarho, Elina ;
Lahtela-Kakkonen, Maija .
EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2015, 76 :27-32