Cheminformatics-Driven Discovery of Selective, Nanomolar Inhibitors for Staphylococcal Pyruvate Kinase

被引:21
作者
Axerio-Cilies, Peter [1 ,6 ]
See, Raymond H. [1 ,7 ]
Zoraghi, Roya [1 ]
Worral, Liam [3 ]
Lian, Tian [1 ]
Stoynov, Nikolay [2 ]
Jiang, Jihong [1 ]
Kaur, Sukhbir [1 ]
Jackson, Linda [1 ]
Gong, Huansheng [1 ]
Swayze, Rick [1 ]
Arnandoron, Emily [1 ]
Kumar, Nag S. [8 ]
Moreau, Anne [8 ]
Hsing, Michael [1 ,6 ]
Strynadka, Natalie C. [3 ]
McMaster, William R. [1 ,7 ]
Finay, B. Brett [3 ,4 ,5 ]
Foster, Leonard J. [2 ]
Young, Robert N. [8 ]
Reiner, Neil E. [1 ,4 ]
Cherkasov, Artem [1 ,6 ]
机构
[1] Univ British Columbia, Dept Med, Div Infect Dis, Vancouver, BC, Canada
[2] Univ British Columbia, Ctr High Throughput Biol, Vancouver, BC V5Z 1M9, Canada
[3] Univ British Columbia, Dept Biochem & Mol Biol, Vancouver, BC V5Z 1M9, Canada
[4] Univ British Columbia, Dept Microbiol & Immunol, Vancouver, BC V5Z 1M9, Canada
[5] Univ British Columbia, Michael Smith Labs, Vancouver, BC V5Z 1M9, Canada
[6] Vancouver Prostate Ctr, Vancouver, BC, Canada
[7] Univ British Columbia, Ctr Dis Control, Vancouver, BC V5Z 1M9, Canada
[8] Simon Fraser Univ, Dept Chem, Burnaby, BC V5A 1S6, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
NETWORK;
D O I
10.1021/cb2003576
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
We have recently mapped the protein interaction network of methicillin-resistant Staphylococcus aureus (MRSA), which revealed its scale-free organization with characteristic presence of highly connected hub proteins that are critical for bacterial survival. Here we report the discovery of inhibitors that are highly potent against one such hub target, staphylococcal pyruvate kinase (PK). Importantly, the developed compounds demonstrate complete selectivity for the bacterial enzyme compared to all human orthologues. The lead 91nM inhibitor IS-130 has been identified through ligand-based cheminformatic exploration of a chemical space around micromolar hits initially generated by experimental screening. The following crystallographic study resulted in identification of a tetrameric MRSA PK structure where IS-130 is bound to the interface between the protein's subunits. This newly described binding pocket is not present in otherwise highly similar human orthologues and can be effectively utilized for selective inhibition of bacterial PK The following synthetic modifications of IS-130, guided by structure-based molecular modeling, resulted in the development of MRSA PK inhibitors with much improved antimicrobial properties. Considering a notable lack of recent reports on novel antibacterial targets and cognate antibacterial compounds, this study provides a valuable perspective on the development of a new generation of antimicrobials. Equally noteworthy, the results of the current work highlight the importance of rigorous cheminformatics-based exploration of the results of high-throughput experiments.
引用
收藏
页码:349 / 358
页数:10
相关论文
共 27 条
[1]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[2]  
[Anonymous], 1990, M 196 1988 LOS ANG C
[3]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[4]   Interaction network containing conserved and essential protein complexes in Escherichia coli [J].
Butland, G ;
Peregrín-Alvarez, JM ;
Li, J ;
Yang, WH ;
Yang, XC ;
Canadien, V ;
Starostine, A ;
Richards, D ;
Beattie, B ;
Krogan, N ;
Davey, M ;
Parkinson, J ;
Greenblatt, J ;
Emili, A .
NATURE, 2005, 433 (7025) :531-537
[5]  
Chemical Computing Group Inc, 2008, MOL OP ENV MOE
[6]   MolProbity: all-atom structure validation for macromolecular crystallography [J].
Chen, Vincent B. ;
Arendall, W. Bryan, III ;
Headd, Jeffrey J. ;
Keedy, Daniel A. ;
Immormino, Robert M. ;
Kapral, Gary J. ;
Murray, Laura W. ;
Richardson, Jane S. ;
Richardson, David C. .
ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY, 2010, 66 :12-21
[7]   Can 'bacterial-metabolite-likeness' model improve odds of 'in silico' antibiotic discovery? [J].
Cherkasov, Artem .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2006, 46 (03) :1214-1222
[8]   Mapping the Protein Interaction Network in Methicillin-Resistant Staphylococcus aureus [J].
Cherkasov, Artem ;
Hsing, Michael ;
Zoraghi, Roya ;
Foster, Leonard J. ;
See, Raymond H. ;
Stoynov, Nikolay ;
Jiang, Jihong ;
Kaur, Sukhbir ;
Lian, Tian ;
Jackson, Linda ;
Gong, Huansheng ;
Swayze, Rick ;
Amandoron, Emily ;
Hormozdiari, Farhad ;
Dao, Phuong ;
Sahinalp, Cenk ;
Santos-Filho, Osvaldo ;
Axerio-Cilies, Peter ;
Byler, Kendall ;
McMaster, William R. ;
Brunham, Robert C. ;
Finlay, B. Brett ;
Reiner, Neil E. .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (03) :1139-1150
[9]  
Cuddy Suzanne M, 2008, Plast Surg Nurs, V28, P168, DOI 10.1097/PSN.0b013e31818ea7ca
[10]   Reoptimization of MDL keys for use in drug discovery [J].
Durant, JL ;
Leland, BA ;
Henry, DR ;
Nourse, JG .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2002, 42 (06) :1273-1280