Quantifying the Tendency of Therapeutic Target Proteins to Bind Promiscuous or Selective Compounds

被引:13
作者
Hu, Ye [1 ]
Bajorath, Juergen [1 ]
机构
[1] Univ Bonn, Dept Life Sci Informat, LIMES Program Unit Chem Biol & Med Chem, B IT, Bonn, Germany
来源
PLOS ONE | 2015年 / 10卷 / 05期
关键词
POLYPHARMACOLOGY;
D O I
10.1371/journal.pone.0126838
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The ability of target proteins to bind structurally diverse compounds and compounds with different degrees of promiscuity (multi-target activity) was systematically assessed on the basis of currently available activity data and target annotations. Intuitive first-and second-order target promiscuity indices were introduced to quantify these binding characteristics and relate them to each other. For compounds and targets, opposite promiscuity trends were observed. Furthermore, the analysis detected many targets that interacted with compounds representing a similar degree of structural diversity but displayed strong tendencies to recognize either promiscuous or selective compounds. Moreover, target families were identified that preferentially interacted with promiscuous compounds. Taken together, these findings further extend our understanding of the molecular basis of polypharmacology.
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页数:14
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共 12 条
  • [1] Polypharmacology: Challenges and Opportunities in Drug Discovery
    Anighoro, Andrew
    Bajorath, Juergen
    Rastelli, Giulio
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 2014, 57 (19) : 7874 - 7887
  • [2] Reorganizing the protein space at the Universal Protein Resource (UniProt)
    Apweiler, Rolf
    Martin, Maria Jesus
    O'Donovan, Claire
    Magrane, Michele
    Alam-Faruque, Yasmin
    Antunes, Ricardo
    Casanova, Elisabet Barrera
    Bely, Benoit
    Bingley, Mark
    Bower, Lawrence
    Bursteinas, Borisas
    Chan, Wei Mun
    Chavali, Gayatri
    Da Silva, Alan
    Dimmer, Emily
    Eberhardt, Ruth
    Fazzini, Francesco
    Fedotov, Alexander
    Garavelli, John
    Castro, Leyla Garcia
    Gardner, Michael
    Hieta, Reija
    Huntley, Rachael
    Jacobsen, Julius
    Legge, Duncan
    Liu, Wudong
    Luo, Jie
    Orchard, Sandra
    Patient, Samuel
    Pichler, Klemens
    Poggioli, Diego
    Pontikos, Nikolas
    Pundir, Sangya
    Rosanoff, Steven
    Sawford, Tony
    Sehra, Harminder
    Turner, Edward
    Wardell, Tony
    Watkins, Xavier
    Corbett, Matt
    Donnelly, Mike
    van Rensburg, Pieter
    Goujon, Mickael
    McWilliam, Hamish
    Lopez, Rodrigo
    Xenarios, Ioannis
    Bougueleret, Lydie
    Bridge, Alan
    Poux, Sylvain
    Redaschi, Nicole
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) : D71 - D75
  • [3] The properties of known drugs .1. Molecular frameworks
    Bemis, GW
    Murcko, MA
    [J]. JOURNAL OF MEDICINAL CHEMISTRY, 1996, 39 (15) : 2887 - 2893
  • [4] The ChEMBL bioactivity database: an update
    Bento, A. Patricia
    Gaulton, Anna
    Hersey, Anne
    Bellis, Louisa J.
    Chambers, Jon
    Davies, Mark
    Krueger, Felix A.
    Light, Yvonne
    Mak, Lora
    McGlinchey, Shaun
    Nowotka, Michal
    Papadatos, George
    Santos, Rita
    Overington, John P.
    [J]. NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) : D1083 - D1090
  • [5] Network pharmacology: the next paradigm in drug discovery
    Hopkins, Andrew L.
    [J]. NATURE CHEMICAL BIOLOGY, 2008, 4 (11) : 682 - 690
  • [6] Compound promiscuity: what can we learn from current data?
    Hu, Ye
    Bajorath, Juergen
    [J]. DRUG DISCOVERY TODAY, 2013, 18 (13-14) : 644 - 650
  • [7] How Promiscuous Are Pharmaceutically Relevant Compounds? A Data-Driven Assessment
    Hu, Ye
    Bajorath, Juergen
    [J]. AAPS JOURNAL, 2013, 15 (01): : 104 - 111
  • [8] Global assessment of scaffold hopping potential for current pharmaceutical targets
    Hu, Ye
    Bajorath, Juergen
    [J]. MEDCHEMCOMM, 2010, 1 (05) : 339 - 344
  • [9] On the origins of drug polypharmacology
    Jalencas, Xavier
    Mestres, Jordi
    [J]. MEDCHEMCOMM, 2013, 4 (01) : 80 - 87
  • [10] Global mapping of pharmacological space
    Paolini, Gaia V.
    Shapland, Richard H. B.
    van Hoorn, Willem P.
    Mason, Jonathan S.
    Hopkins, Andrew L.
    [J]. NATURE BIOTECHNOLOGY, 2006, 24 (07) : 805 - 815