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
[1]   TOX provides a link between calcineurin activation and CD8 lineage commitment [J].
Aliahmad, P ;
O'Flaherty, E ;
Han, P ;
Goularte, OD ;
Wilkinson, B ;
Satake, M ;
Molkentin, JD ;
Kaye, J .
JOURNAL OF EXPERIMENTAL MEDICINE, 2004, 199 (08) :1089-1099
[2]   The many roles of TOX in the immune system [J].
Aliahmad, Parinaz ;
Seksenyan, Akop ;
Kaye, Jonathan .
CURRENT OPINION IN IMMUNOLOGY, 2012, 24 (02) :173-177
[3]   TOX Is Required for Development of the CD4 T Cell Lineage Gene Program [J].
Aliahmad, Parinaz ;
Kadavallore, Asha ;
de la Torre, Brian ;
Kappes, Dietmar ;
Kaye, Jonathan .
JOURNAL OF IMMUNOLOGY, 2011, 187 (11) :5931-5940
[4]   Shared dependence on the DNA-binding factor TOX for the development of lymphoid tissue-inducer cell and NK cell lineages [J].
Aliahmad, Parinaz ;
de la Torre, Brian ;
Kaye, Jonathan .
NATURE IMMUNOLOGY, 2010, 11 (10) :945-U98
[5]  
[Anonymous], 2018, MOL OPERATING ENV
[6]  
[Anonymous], 2018, ADMET PRED
[7]  
[Anonymous], 2016, Maestro
[8]   Best Practices of Computer-Aided Drug Discovery: Lessons Learned from the Development of a Preclinical Candidate for Prostate Cancer with a New Mechanism of Action [J].
Ban, Fuqiang ;
Dalal, Kush ;
Li, Huifang ;
LeBlanc, Eric ;
Rennie, Paul S. ;
Cherkasov, Artem .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2017, 57 (05) :1018-1028
[9]   Predicting a Drug's Membrane Permeability: A Computational Model Validated With in Vitro Permeability Assay Data [J].
Bennion, Brian J. ;
Be, Nicholas A. ;
McNerney, M. Windy ;
Lao, Victoria ;
Carlson, Emma M. ;
Valdez, Carlos A. ;
Malfatti, Michael A. ;
Enright, Heather A. ;
Nguyen, Tuan H. ;
Lightstone, Felice C. ;
Carpenter, Timothy S. .
JOURNAL OF PHYSICAL CHEMISTRY B, 2017, 121 (20) :5228-5237
[10]  
Bickerton GR, 2012, NAT CHEM, V4, P90, DOI [10.1038/NCHEM.1243, 10.1038/nchem.1243]