An inverse docking approach for identifying new potential anti-cancer targets

被引:57
作者
Grinter, Sam Z. [1 ,2 ]
Liang, Yayun [1 ,4 ]
Huang, Sheng-You [1 ,2 ,3 ]
Hyder, Salman M. [1 ,4 ]
Zou, Xiaoqin [1 ,2 ,3 ]
机构
[1] Univ Missouri, Dalton Cardiovasc Res Ctr, Columbia, MO 65211 USA
[2] Univ Missouri, Inst Informat, Dept Phys & Astron, Columbia, MO 65211 USA
[3] Univ Missouri, Inst Informat, Dept Biochem, Columbia, MO 65211 USA
[4] Univ Missouri, Dept Biomed Sci, Columbia, MO 65211 USA
基金
美国国家科学基金会;
关键词
Inverse docking; In silico screening; Protein-ligand interactions; Molecular docking; ENDOTHELIAL GROWTH-FACTOR; BREAST-CANCER CELLS; MOLECULAR DOCKING; SCORING FUNCTION; MUTANT P53; SEARCH; MODEL; IDENTIFICATION; PROLIFERATION; ALIGNMENT;
D O I
10.1016/j.jmgm.2011.01.002
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Inverse docking is a relatively new technique that has been used to identify potential receptor targets of small molecules. Our docking software package MDock is well suited for such an application as it is both computationally efficient, yet simultaneously shows adequate results in binding affinity predictions and enrichment tests. As a validation study, we present the first stage results of an inverse-docking study which seeks to identify potential direct targets of PRIMA-1. PRIMA-1 is well known for its ability to restore mutant p53's tumor suppressor function, leading to apoptosis in several types of cancer cells. For this reason, we believe that potential direct targets of PRIMA-1 identified in silico should be experimentally screened for their ability to inhibit cancer cell growth. The highest-ranked human protein of our PRIMA-1 docking results is oxidosqualene cyclase (OSC), which is part of the cholesterol synthetic pathway. The results of two followup experiments which treat OSC as a possible anti-cancer target are promising. We show that both PRIMA-1 and Ro 48-8071, a known potent OSC inhibitor, significantly reduce the viability of BT-474 and T47-D breast cancer cells relative to normal mammary cells. In addition, like PRIMA-1, we find that Ro 48-8071 results in increased binding of p53 to DNA in BT-474 cells (which express mutant p53). For the first time, Ro 48-8071 is shown as a potent agent in killing human breast cancer cells. The potential of OSC as a new target for developing anticancer therapies is worth further investigation. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:795 / 799
页数:5
相关论文
共 36 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]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[3]   High-throughput modeling of human G-protein coupled receptors: Amino acid sequence alignment, three-dimensional model building, and receptor library screening [J].
Bissantz, C ;
Logean, A ;
Rognan, D .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2004, 44 (03) :1162-1176
[4]   Restoration of the tumor suppressor function to mutant p53 by a low-molecular-weight compound [J].
Bykov, VJN ;
Issaeva, N ;
Shilov, A ;
Hultcrantz, M ;
Pugacheva, E ;
Chumakov, P ;
Bergman, J ;
Wiman, KG ;
Selivanova, G .
NATURE MEDICINE, 2002, 8 (03) :282-288
[5]  
Chen YZ, 2001, PROTEINS, V43, P217, DOI 10.1002/1097-0134(20010501)43:2<217::AID-PROT1032>3.0.CO
[6]  
2-G
[7]   P53 ALTERATIONS IN ALL STAGES OF BREAST-CANCER [J].
DAVIDOFF, AM ;
KERNS, BJM ;
PENCE, JC ;
MARKS, JR ;
IGLEHART, JD .
JOURNAL OF SURGICAL ONCOLOGY, 1991, 48 (04) :260-267
[8]  
Do Quoc-Tuan, 2005, Curr Drug Discov Technol, V2, P161, DOI 10.2174/1570163054866873
[9]   DOCK 4.0: Search strategies for automated molecular docking of flexible molecule databases [J].
Ewing, TJA ;
Makino, S ;
Skillman, AG ;
Kuntz, ID .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2001, 15 (05) :411-428
[10]   PDTD: a web-accessible protein database for drug target identification [J].
Gao, Zhenting ;
Li, Honglin ;
Zhang, Hailei ;
Liu, Xiaofeng ;
Kang, Ling ;
Luo, Xiaomin ;
Zhu, Weiliang ;
Chen, Kaixian ;
Wang, Xicheng ;
Jiang, Hualiang .
BMC BIOINFORMATICS, 2008, 9 (1)