Computer-Aided Discovery of Small Molecule Inhibitors of Thymocyte Selection-Associated High Mobility Group Box Protein (TOX) as Potential Therapeutics for Cutaneous T-Cell Lymphomas

被引:7
作者
Agrawal, Vibudh [1 ,2 ]
Su, Mingwan [3 ]
Huang, Yuanshen [3 ]
Hsing, Michael [1 ]
Cherkasov, Artem [1 ]
Zhou, Youwen [3 ,4 ]
机构
[1] Univ British Columbia, Fac Med, Vancouver Prostate Ctr, Dept Urol Sci, 2660 Oak St, Vancouver, BC V6H 3Z6, Canada
[2] Univ British Columbia, Bioinformat Grad Program, Vancouver, BC V5T 4S6, Canada
[3] Univ British Columbia, Dept Dermatol & Skin Sci, Vancouver, BC V5Z 4E8, Canada
[4] BC Canc, Dermatol Oncol Program, Vancouver, BC V5Z 1L3, Canada
来源
MOLECULES | 2019年 / 24卷 / 19期
基金
加拿大健康研究院;
关键词
computer-aided drug design; cutaneous T cell lymphoma; TOX; HMG-box domain; small molecule inhibitors; MYCOSIS-FUNGOIDES; DRUG DISCOVERY; DOCKING; ACTIVATION; DOMAIN; ZINC;
D O I
10.3390/molecules24193459
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
Cutaneous T-cell lymphomas (CTCL) are the most common primary lymphomas of the skin. We have previously identified thymocyte selection-associated high mobility group (HMG) box protein (TOX) as a promising drug target in CTCL; however, there are currently no small molecules able to directly inhibit TOX. We aimed to address this unmet opportunity by developing anti-TOX therapeutics with the use of computer-aided drug discovery methods. The available NMR-resolved structure of the TOX protein was used to model its DNA-binding HMG-box domain. To investigate the druggability of the corresponding protein-DNA interface on TOX, we performed a pilot virtual screening of 200,000 small molecules using in silico docking and identified 'hot spots' for drug-binding on the HMG-box domain. We then performed a large-scale virtual screening of 7.6 million drug-like compounds that were available from the ZINC15 database. As a result, a total of 140 top candidate compounds were selected for subsequent in vitro validation. Of those, 18 small molecules have been characterized as selective TOX inhibitors.
引用
收藏
页数:14
相关论文
共 36 条
[21]   Principles of early drug discovery [J].
Hughes, J. P. ;
Rees, S. ;
Kalindjian, S. B. ;
Philpott, K. L. .
BRITISH JOURNAL OF PHARMACOLOGY, 2011, 162 (06) :1239-1249
[22]   Mycosis fungoides and Sezary syndrome [J].
Hwang, Sam T. ;
Janik, John E. ;
Jaffe, Elaine S. ;
Wilson, Wyndham H. .
LANCET, 2008, 371 (9616) :945-957
[23]   ZINC - A free database of commercially available compounds for virtual screening [J].
Irwin, JJ ;
Shoichet, BK .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2005, 45 (01) :177-182
[24]   FAF-Drugs4: free ADME-tox filtering computations for chemical biology and early stages drug discovery [J].
Lagorce, David ;
Bouslama, Lina ;
Becot, Jerome ;
Miteva, Maria A. ;
Villoutreix, Bruno O. .
BIOINFORMATICS, 2017, 33 (22) :3658-3660
[25]   Ectopic expression of embryonic stem cell and other developmental genes in cutaneous T-cell lymphoma [J].
Litvinov, Ivan V. ;
Netchiporouk, Elena ;
Cordeiro, Brendan ;
Zargham, Hanieh ;
Pehr, Kevin ;
Gilbert, Martin ;
Zhou, Youwen ;
Moreau, Linda ;
Woetmann, Anders ;
Odum, Niels ;
Kupper, Thomas S. ;
Sasseville, Denis .
ONCOIMMUNOLOGY, 2014, 3 (11) :e970025-1
[26]   FRED and HYBRID docking performance on standardized datasets [J].
McGann, Mark .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2012, 26 (08) :897-906
[27]   Analysis of CTCL cell lines reveals important differences between mycosis fungoides/Sezary syndrome vs. HTLV-1+ leukemic cell lines [J].
Netchiporouk, Elena ;
Gantchev, Jennifer ;
Tsang, Matthew ;
Thibault, Philippe ;
Watters, Andrew K. ;
Hughes, John-Douglas Matthew ;
Ghazawi, Feras M. ;
Woetmann, Anders ;
Odum, Niels ;
Sasseville, Denis ;
Litvinov, Ivan V. .
ONCOTARGET, 2017, 8 (56) :95981-95998
[28]   Docking and scoring with ICM: the benchmarking results and strategies for improvement [J].
Neves, Marco A. C. ;
Totrov, Maxim ;
Abagyan, Ruben .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2012, 26 (06) :675-686
[29]   The mitochondrial transcription and packaging factor Tfam imposes a U-turn on mitochondrial DNA [J].
Ngo, Huu B. ;
Kaiser, Jens T. ;
Chan, David C. .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2011, 18 (11) :1290-U141
[30]   Challenges and opportunities in dermal/transdermal delivery [J].
Paudel, Kalpana S. ;
Milewski, Mikolaj ;
Swadley, Courtney L. ;
Brogden, Nicole K. ;
Ghosh, Priyanka ;
Stinchcomb, Audra L. .
THERAPEUTIC DELIVERY, 2010, 1 (01) :109-131