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
    Aliahmad, P
    O'Flaherty, E
    Han, P
    Goularte, OD
    Wilkinson, B
    Satake, M
    Molkentin, JD
    Kaye, J
    [J]. JOURNAL OF EXPERIMENTAL MEDICINE, 2004, 199 (08) : 1089 - 1099
  • [2] The many roles of TOX in the immune system
    Aliahmad, Parinaz
    Seksenyan, Akop
    Kaye, Jonathan
    [J]. CURRENT OPINION IN IMMUNOLOGY, 2012, 24 (02) : 173 - 177
  • [3] TOX Is Required for Development of the CD4 T Cell Lineage Gene Program
    Aliahmad, Parinaz
    Kadavallore, Asha
    de la Torre, Brian
    Kappes, Dietmar
    Kaye, Jonathan
    [J]. 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
    Aliahmad, Parinaz
    de la Torre, Brian
    Kaye, Jonathan
    [J]. 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
    Ban, Fuqiang
    Dalal, Kush
    Li, Huifang
    LeBlanc, Eric
    Rennie, Paul S.
    Cherkasov, Artem
    [J]. 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
    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.
    [J]. 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]