CONSPECTUS: This Account highlights recent advances and discusses major challenges in investigations of cryptic (hidden) binding sites by molecular simulations. Cryptic binding sites are not visible in protein targets crystallized without a ligand and only become visible crystallographically upon binding events. These sites have been shown to be druggable and might provide a rare opportunity to target difficult proteins. However, due to their hidden nature, they are difficult to find through experimental screening. Computational methods based on atomistic molecular simulations remain one of the best approaches to identify and characterize cryptic binding sites. However, not all methods are equally efficient. Some are more apt at quickly probing protein dynamics but do not provide thermodynamic or druggability information, while others that are able to provide such data are demanding in terms of time and resources. Here, we review the recent contributions of mixed-solvent simulations, metadynamics, Markov state models, and other enhanced sampling methods to the field of cryptic site identification and characterization. We discuss how these methods were able to provide precious information on the nature of the site opening mechanisms, to predict previously unknown sites which were used to design new ligands, and to compute the free energy landscapes and kinetics associated with the opening of the sites and the binding of the ligands. We highlight the potential and the importance of such predictions in drug discovery, especially for difficult ("undruggable") targets. We also discuss the major challenges in the field and their possible solutions.
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Schrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Modulus Discovery Inc, Chiyoda Ku, Resona Kudan Bldg 5F KS Floor,1-5-6 Kudan Minami, Tokyo, JapanSchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Kimura, S. Roy
Hu, Hai Peng
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Eli Lilly & Co, Lilly China Res & Dev Ctr, Bldg 8,338 Jia Li Lue Rd, Shanghai 201203, Peoples R ChinaSchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Hu, Hai Peng
Ruvinsky, Anatoly M.
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Schrodinger LLC, 222 Third St,Suite 2230, Cambridge, MA 02142 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Ruvinsky, Anatoly M.
Sherman, Woody
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Schrodinger LLC, 222 Third St,Suite 2230, Cambridge, MA 02142 USA
Silicon Therapeut, 300 A St, Boston, MA 02210 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Sherman, Woody
Favia, Angelo D.
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Eli Lilly & Co, Lilly China Res & Dev Ctr, Bldg 8,338 Jia Li Lue Rd, Shanghai 201203, Peoples R China
Elanco, 2500 Innovat Way, Greenfield, IN 46140 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
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Washington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
Knoverek, Catherine R.
Amarasinghe, Gaya K.
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Washington Univ, Dept Pathol & Immunol, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
Amarasinghe, Gaya K.
Bowman, Gregory R.
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Washington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
机构:
UCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Kuzmanic, Antonija
Pritchard, Ruth B.
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UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Pritchard, Ruth B.
Hansen, D. Flemming
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UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Hansen, D. Flemming
Gervasio, Francesco L.
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UCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
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Ist Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
La Sala, Giuseppina
Decherchi, Sergio
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Ist Italiano Tecnol, CONCEPT Lab, Via Morego 30, I-16163 Genoa, Italy
BiKi Technol Srl, Via 20 Settembre 33, I-16121 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
Decherchi, Sergio
De Vivo, Marco
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Ist Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
Forschungszentrum Julich, IAS S INM Computat Biomed 9, Wilhelm Johnen Str, D-52428 Julich, GermanyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
De Vivo, Marco
Rocchia, Walter
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Ist Italiano Tecnol, CONCEPT Lab, Via Morego 30, I-16163 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
机构:
Schrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Modulus Discovery Inc, Chiyoda Ku, Resona Kudan Bldg 5F KS Floor,1-5-6 Kudan Minami, Tokyo, JapanSchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Kimura, S. Roy
Hu, Hai Peng
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h-index: 0
机构:
Eli Lilly & Co, Lilly China Res & Dev Ctr, Bldg 8,338 Jia Li Lue Rd, Shanghai 201203, Peoples R ChinaSchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Hu, Hai Peng
Ruvinsky, Anatoly M.
论文数: 0引用数: 0
h-index: 0
机构:
Schrodinger LLC, 222 Third St,Suite 2230, Cambridge, MA 02142 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Ruvinsky, Anatoly M.
Sherman, Woody
论文数: 0引用数: 0
h-index: 0
机构:
Schrodinger LLC, 222 Third St,Suite 2230, Cambridge, MA 02142 USA
Silicon Therapeut, 300 A St, Boston, MA 02210 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
Sherman, Woody
Favia, Angelo D.
论文数: 0引用数: 0
h-index: 0
机构:
Eli Lilly & Co, Lilly China Res & Dev Ctr, Bldg 8,338 Jia Li Lue Rd, Shanghai 201203, Peoples R China
Elanco, 2500 Innovat Way, Greenfield, IN 46140 USASchrodinger KK, Chiyoda Ku, 17th Fl,Marunouchi Trust Tower North, Tokyo, Japan
机构:
Washington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
Knoverek, Catherine R.
Amarasinghe, Gaya K.
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h-index: 0
机构:
Washington Univ, Dept Pathol & Immunol, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
Amarasinghe, Gaya K.
Bowman, Gregory R.
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h-index: 0
机构:
Washington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USAWashington Univ, Dept Biochem & Mol Biophys, Sch Med, 660 South Euclid Ave, St Louis, MO 63110 USA
机构:
UCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Kuzmanic, Antonija
Pritchard, Ruth B.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Pritchard, Ruth B.
Hansen, D. Flemming
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
Hansen, D. Flemming
Gervasio, Francesco L.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
UCL, Inst Struct & Mol Biol, London WC1E 6BT, EnglandUCL, Fac Maths & Phys Sci, Dept Chem, London WC1H 0AJ, England
机构:
Ist Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
La Sala, Giuseppina
Decherchi, Sergio
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h-index: 0
机构:
Ist Italiano Tecnol, CONCEPT Lab, Via Morego 30, I-16163 Genoa, Italy
BiKi Technol Srl, Via 20 Settembre 33, I-16121 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
Decherchi, Sergio
De Vivo, Marco
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h-index: 0
机构:
Ist Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
Forschungszentrum Julich, IAS S INM Computat Biomed 9, Wilhelm Johnen Str, D-52428 Julich, GermanyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy
De Vivo, Marco
Rocchia, Walter
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h-index: 0
机构:
Ist Italiano Tecnol, CONCEPT Lab, Via Morego 30, I-16163 Genoa, ItalyIst Italiano Tecnol, Lab Mol Modeling & Drug Discovery, Via Morego 30, I-16163 Genoa, Italy