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Ebert MCCJC, Dürr SL, A. Houle A, Lamoureux G, Pelletier JN. Evolution of P450 Monooxygenases toward Formation of Transient Channels and Exclusion of Nonproductive Gases. ACS Catal 2016. [DOI: 10.1021/acscatal.6b02154] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Maximilian C. C. J. C. Ebert
- Département
de biochimie, Université de Montréal, Montréal H3T 1J4, Canada
- PROTEO, The Québec Network for Research on Protein Function, Engineering and Applications, Québec G1V 0A6, Canada
- CGCC, the Center for Green Chemistry and Catalysis, Montréal H3T 1J4, Canada
| | - Simon L. Dürr
- PROTEO, The Québec Network for Research on Protein Function, Engineering and Applications, Québec G1V 0A6, Canada
- CGCC, the Center for Green Chemistry and Catalysis, Montréal H3T 1J4, Canada
- Département
de chimie, Université de Montréal, Montréal H3T 1J4, Canada
| | - Armande A. Houle
- Département
de biochimie, Université de Montréal, Montréal H3T 1J4, Canada
- PROTEO, The Québec Network for Research on Protein Function, Engineering and Applications, Québec G1V 0A6, Canada
- CGCC, the Center for Green Chemistry and Catalysis, Montréal H3T 1J4, Canada
| | - Guillaume Lamoureux
- PROTEO, The Québec Network for Research on Protein Function, Engineering and Applications, Québec G1V 0A6, Canada
- Department
of Chemistry and Biochemistry and Centre for Research in Molecular
Modeling (CERMM), Concordia University, Montreal H4B 1R6, Canada
| | - Joelle N. Pelletier
- Département
de biochimie, Université de Montréal, Montréal H3T 1J4, Canada
- PROTEO, The Québec Network for Research on Protein Function, Engineering and Applications, Québec G1V 0A6, Canada
- CGCC, the Center for Green Chemistry and Catalysis, Montréal H3T 1J4, Canada
- Département
de chimie, Université de Montréal, Montréal H3T 1J4, Canada
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Rydzewski J, Nowak W. Machine Learning Based Dimensionality Reduction Facilitates Ligand Diffusion Paths Assessment: A Case of Cytochrome P450cam. J Chem Theory Comput 2016; 12:2110-20. [DOI: 10.1021/acs.jctc.6b00212] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- J. Rydzewski
- Institute of Physics, Faculty
of Physics, Astronomy and Informatics, Nicolaus Copernicus University, Grudziadzka 5, 87-100 Torun, Poland
| | - W. Nowak
- Institute of Physics, Faculty
of Physics, Astronomy and Informatics, Nicolaus Copernicus University, Grudziadzka 5, 87-100 Torun, Poland
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Nerukh D, Okimoto N, Suenaga A, Taiji M. Ligand Diffusion on Protein Surface Observed in Molecular Dynamics Simulation. J Phys Chem Lett 2012; 3:3476-3479. [PMID: 26290975 DOI: 10.1021/jz301635h] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The process of binding of small ligands to dihydrofolate reductase protein has been investigated using all-atom molecular dynamics simulations. The existence of a mechanism that facilitates the search of the binding site by the ligand is demonstrated. The mechanism consists of ligand diffusing on the protein's surface. It has been discussed in the literature before, but has not been explicitly confirmed for realistic molecular systems. The strength of this nonspecific binding is roughly estimated and found to be essential for the binding kinetics.
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Affiliation(s)
- Dmitry Nerukh
- †Nonlinearity and Complexity Research Group, Aston University, Birmingham, B4 7ET, U.K
| | - Noriaki Okimoto
- ‡RIKEN Advanced Institute for Computational Science, 7-1-26, Minatojima-minami-machi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan
| | | | - Makoto Taiji
- ‡RIKEN Advanced Institute for Computational Science, 7-1-26, Minatojima-minami-machi, Chuo-ku, Kobe, Hyogo, 650-0047, Japan
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4
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Kirchmair J, Williamson MJ, Tyzack JD, Tan L, Bond PJ, Bender A, Glen RC. Computational prediction of metabolism: sites, products, SAR, P450 enzyme dynamics, and mechanisms. J Chem Inf Model 2012; 52:617-48. [PMID: 22339582 PMCID: PMC3317594 DOI: 10.1021/ci200542m] [Citation(s) in RCA: 187] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
![]()
Metabolism of xenobiotics remains a central challenge
for the discovery
and development of drugs, cosmetics, nutritional supplements, and
agrochemicals. Metabolic transformations are frequently related to
the incidence of toxic effects that may result from the emergence
of reactive species, the systemic accumulation of metabolites, or
by induction of metabolic pathways. Experimental investigation of
the metabolism of small organic molecules is particularly resource
demanding; hence, computational methods are of considerable interest
to complement experimental approaches. This review provides a broad
overview of structure- and ligand-based computational methods for
the prediction of xenobiotic metabolism. Current computational approaches
to address xenobiotic metabolism are discussed from three major perspectives:
(i) prediction of sites of metabolism (SOMs), (ii) elucidation of
potential metabolites and their chemical structures, and (iii) prediction
of direct and indirect effects of xenobiotics on metabolizing enzymes,
where the focus is on the cytochrome P450 (CYP) superfamily of enzymes,
the cardinal xenobiotics metabolizing enzymes. For each of these domains,
a variety of approaches and their applications are systematically
reviewed, including expert systems, data mining approaches, quantitative
structure–activity relationships (QSARs), and machine learning-based
methods, pharmacophore-based algorithms, shape-focused techniques,
molecular interaction fields (MIFs), reactivity-focused techniques,
protein–ligand docking, molecular dynamics (MD) simulations,
and combinations of methods. Predictive metabolism is a developing
area, and there is still enormous potential for improvement. However,
it is clear that the combination of rapidly increasing amounts of
available ligand- and structure-related experimental data (in particular,
quantitative data) with novel and diverse simulation and modeling
approaches is accelerating the development of effective tools for
prediction of in vivo metabolism, which is reflected by the diverse
and comprehensive data sources and methods for metabolism prediction
reviewed here. This review attempts to survey the range and scope
of computational methods applied to metabolism prediction and also
to compare and contrast their applicability and performance.
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Affiliation(s)
- Johannes Kirchmair
- Unilever Centre for Molecular Science Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, CB2 1EW, Cambridge, United Kingdom
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Lin TL, Song G. Efficient mapping of ligand migration channel networks in dynamic proteins. Proteins 2011; 79:2475-90. [DOI: 10.1002/prot.23071] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2010] [Revised: 04/01/2011] [Accepted: 04/19/2011] [Indexed: 11/07/2022]
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6
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Orzeł Ł, Jańczyk A, Brindell M, Stopa G, Stochel G. New trends in the application of laser flash photolysis – case studies. J COORD CHEM 2010. [DOI: 10.1080/00958972.2010.507271] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Ł. Orzeł
- a Faculty of Chemistry , Jagiellonian University , Ingardena 3, 30-060 Kraków
| | - A. Jańczyk
- a Faculty of Chemistry , Jagiellonian University , Ingardena 3, 30-060 Kraków
| | - M. Brindell
- a Faculty of Chemistry , Jagiellonian University , Ingardena 3, 30-060 Kraków
| | - G. Stopa
- a Faculty of Chemistry , Jagiellonian University , Ingardena 3, 30-060 Kraków
| | - G. Stochel
- a Faculty of Chemistry , Jagiellonian University , Ingardena 3, 30-060 Kraków
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7
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Rupenyan A, Commandeur J, Groot ML. CO Photodissociation Dynamics in Cytochrome P450BM3 Studied by Subpicosecond Visible and Mid-Infrared Spectroscopy. Biochemistry 2009; 48:6104-10. [DOI: 10.1021/bi900351m] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Alisa Rupenyan
- Department of Physics and Astronomy, Faculty of Sciences, VU University Amsterdam, Amsterdam, The Netherlands
| | - Jan Commandeur
- Department of Pharmacochemistry, Faculty of Sciences, VU University Amsterdam, Amsterdam, The Netherlands
| | - Marie Louise Groot
- Department of Physics and Astronomy, Faculty of Sciences, VU University Amsterdam, Amsterdam, The Netherlands
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Denisov IG, Grinkova YV, McLean MA, Sligar SG. The One-electron Autoxidation of Human Cytochrome P450 3A4. J Biol Chem 2007; 282:26865-26873. [PMID: 17650504 DOI: 10.1074/jbc.m704747200] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Monomeric cytochrome P450 3A4 (CYP3A4), the most prevalent cytochrome P450 in human liver, can simultaneously bind one, two, or three molecules of substrates and effectors. The difference in the functional properties of such binding intermediates gives rise to homotropic and heterotropic cooperative kinetics of this enzyme. To understand the overall kinetic processes operating in CYP3A4, we documented the kinetics of autoxidation of the oxy-ferrous intermediate of CYP3A4 as a function of testosterone concentration. The rate of autoxidation in the presence of testosterone was significantly lower than that observed with no substrate present. Stability of the oxy-ferrous complex in CYP3A4 and the amplitude of the geminate CO rebinding increased significantly as a result of binding of just one testosterone molecule. In contrast, the slow phase in the kinetics of cyanide binding to the ferric CYP3A4 correlated with a shift of the heme iron spin state, which is only caused by the association of a second molecule of testosterone. Our results show that the first substrate binding event prevents the escape of diatomic ligands from the distal heme binding pocket, stabilizes the oxy-ferrous complex, and thus serves as an important modulator of the uncoupling channel in the cytochromes P450.
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Affiliation(s)
- Ilia G Denisov
- Departments of Biochemistry, University of Illinois, Urbana, Illinois 61801
| | - Yelena V Grinkova
- Departments of Biochemistry, University of Illinois, Urbana, Illinois 61801
| | - Mark A McLean
- Departments of Biochemistry, University of Illinois, Urbana, Illinois 61801
| | - Stephen G Sligar
- Departments of Biochemistry, University of Illinois, Urbana, Illinois 61801; Departments of Chemistry, University of Illinois, Urbana, Illinois 61801; Center for Biophysics and Computational Biology, University of Illinois, Urbana, Illinois 61801; College of Medicine, University of Illinois, Urbana, Illinois 61801.
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