Conformational selection or induced fit: A flux description of reaction mechanism
Open accessAbstract
The mechanism of ligand binding coupled to conformational changes in macromolecules has recently attracted considerable interest. The 2 limiting cases are the “induced fit” mechanism (binding first) or “conformational selection” (conformational change first). Described here are the criteria by which the sequence of events can be determined quantitatively. The relative importance of the 2 pathways is determined not by comparing rate constants (a common misconception) but instead by comparing the flux through each pathway. The simple rules for calculating flux in multistep mechanisms are described and then applied to 2 examples from the literature, neither of which has previously been analyzed using the concept of flux. The first example is the mechanism of conformational change in the binding of NADPH to dihydrofolate reductase. The second example is the mechanism of flavodoxin folding coupled to binding of its cofactor, flavin mononucleotide. In both cases, the mechanism switches from being dominated by the conformational selection pathway at low ligand concentration to induced fit at high ligand concentration. Over a wide range of conditions, a significant fraction of the flux occurs through both pathways. Such a mixed mechanism likely will be discovered for many cases of coupled conformational change and ligand binding when kinetic data are analyzed by using a flux-based approach.
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For bacterial phosphotriesterase, maltose binding protein, choline oxidase, cytochrome bc1 complex, and many lid-gated enzymes, closed and open conformations are in equilibrium prior to ligand binding, permitting conformational selection at different catalytic steps.
“Conformational sampling for bacterial phosphotriesterase,443 maltose binding protein,444 and choline oxidase,445 cytochrome bc1 complex,446 and many other lid-gated enzymes indicated that the closed and open conformations are in equilibrium prior to ligand binding, permitting a conformational selection pathway at different catalytic steps.447”
From Protein Ensembles: How Does Nature Harness Thermodynamic Fluctuations for Life? The Diverse Functional Roles of Conformational Ensembles in the Cell (2016) · cites this paper as [447]
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Cites
Intrinsically unstructured proteins and their functions
Dyson, H. J., & Wright, P. E. (2005) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1589 · Cited by 3,871 · see citing works
From Levinthal to pathways to funnels
Dill, K. A., & Chan, H. S. (1997) · Nature Structural & Molecular Biology · doi:10.1038/nsb0197-10 · Cited by 2,293 · see citing works
A Perspective on Enzyme Catalysis
Benkovic, S. J., & Hammes‐Schiffer, S. (2003) · Science · doi:10.1126/science.1085515 · Cited by 1,281 · see citing works
Protein stability promotes evolvability
Bloom, J. D., Labthavikul, S. T., Otey, C. R., & Arnold, F. H. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0510098103 · Cited by 1,221 · see citing works
Intrinsic dynamics of an enzyme underlies catalysis
Eisenmesser, E., Millet, Ó., Labeikovsky, W., Korzhnev, D., Wolf-Watz, M., Bosco, D. A., Skalicky, J., Kay, L., & Kern, D. (2005) · Nature · doi:10.1038/nature04105 · Cited by 1,057 · see citing works
Mechanism of coupled folding and binding of an intrinsically disordered protein
Sugase, K., Dyson, H. J., & Wright, P. E. (2007) · Nature · doi:10.1038/nature05858 · Cited by 1,040 · see citing works
Wright, P. E., & Dyson, H. J. (2009) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2008.12.003 · Cited by 1,012 · see citing works
Speeding molecular recognition by using the folding funnel: The fly-casting mechanism
Shoemaker, B. A., Portman, J. J., & Wolynes, P. G. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.160259697 · Cited by 971 · see citing works
The Dynamic Energy Landscape of Dihydrofolate Reductase Catalysis
Boehr, D. D., McElheny, D., Dyson, H. J., & Wright, P. E. (2006) · Science · doi:10.1126/science.1130258 · Cited by 958 · see citing works
New Tools Provide New Insights in NMR Studies of Protein Dynamics
Mittermaier, A., & Kay, L. E. (2006) · Science · doi:10.1126/science.1124964 · Cited by 785 · see citing works
Sawaya, M. R., & Kraut, J. (1997) · Biochemistry · doi:10.1021/bi962337c · Cited by 676 · see citing works
Structure, Dynamics, and Catalytic Function of Dihydrofolate Reductase
Schnell, J. R., Dyson, H. J., & Wright, P. E. (2004) · Annual Review of Biophysics and Biomolecular Structure · doi:10.1146/annurev.biophys.33.110502.133613 · Cited by 518 · see citing works
Fierke, C. A., Johnson, K. A., & Benkovic, S. J. (1987) · Biochemistry · doi:10.1021/bi00387a052 · Cited by 506 · see citing works
Network of coupled promoting motions in enzyme catalysis
Agarwal, P. K., Billeter, S. R., Rajagopalan, P. T. R., et al. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.052005999 · Cited by 461 · see citing works
Open-to-closed transition in apo maltose-binding protein observed by paramagnetic NMR
Tang, C., Schwieters, C. D., & Clore, G. M. (2007) · Nature · doi:10.1038/nature06232 · Cited by 416 · see citing works
Riboswitches: Emerging Themes in RNA Structure and Function
Montange, R. K., & Batey, R. (2008) · Annual Review of Biophysics · doi:10.1146/annurev.biophys.37.032807.130000 · Cited by 386 · see citing works
Multiple Conformational Changes in Enzyme Catalysis
Hammes, G. G. (2002) · Biochemistry · doi:10.1021/bi0260839 · Cited by 368 · see citing works
Self-citationNuclear-Receptor Ligands and Ligand-Binding Domains
Weatherman, R. V., Fletterick, R. J., & Scanlan, T. S. (1999) · Annual Review of Biochemistry · doi:10.1146/annurev.biochem.68.1.559 · Cited by 323 · see citing works
Protein Dynamics in Enzymatic Catalysis: Exploration of Dihydrofolate Reductase
Radkiewicz, J. L., & Brooks, C. L. (1999) · Journal of the American Chemical Society · doi:10.1021/ja9913838 · Cited by 316 · see citing works
Free-Energy Landscape of Enzyme Catalysis
Benkovic, S. J., Hammes, G. G., & Hammes‐Schiffer, S. (2008) · Biochemistry · doi:10.1021/bi800049z · Cited by 282 · see citing works
Self-citationOsborne, M. J., Schnell, J. R., Benkovic, S. J., Dyson, H. J., & Wright, P. E. (2001) · Biochemistry · doi:10.1021/bi010621k · Cited by 253 · see citing works
The binding potential, a neglected linkage concept
Wyman, J. (1965) · Journal of Molecular Biology · doi:10.1016/s0022-2836(65)80017-1 · Cited by 223 · see citing works
Submillisecond folding of monomeric lambda repressor.
Huang, G. S., & Oas, T. G. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.15.6878 · Cited by 219 · see citing works
Self-citationBinding-Induced Folding of a Natively Unstructured Transcription Factor
Turjanski, A. G., Gutkind, J. S., Best, R. B., & Hummer, G. (2008) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000060 · Cited by 200 · see citing works
From “Simple” DNA-Protein Interactions to the Macromolecular Machines of Gene Expression
von Hippel, P. H. (2007) · Annual Review of Biophysics and Biomolecular Structure · doi:10.1146/annurev.biophys.34.040204.144521 · Cited by 191 · see citing works
A Statistical Thermodynamic Model of the Protein Ensemble
Hilser, V. J., Bertrand García‐Moreno, E., Oas, T. G., et al. (2006) · Chemical Reviews · doi:10.1021/cr040423+ · Cited by 189 · see citing works
Self-citationCameron, C. E., & Benkovic, S. J. (1997) · Biochemistry · doi:10.1021/bi9716231 · Cited by 184 · see citing works
Concurrent nucleation of 16S folding and induced fit in 30S ribosome assembly
Adilakshmi, T., Bellur, D. L., & Woodson, S. A. (2008) · Nature · doi:10.1038/nature07298 · Cited by 181 · see citing works
Wang, L., Goodey, N. M., Benkovic, S. J., & Kohen, A. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0606976103 · Cited by 172 · see citing works
Sullivan, S. M., & Holyoak, T. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0805364105 · Cited by 167 · see citing works
Wong, K. F., Selzer, T., Benkovic, S. J., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0408343102 · Cited by 143 · see citing works
Enzyme Catalysis and Regulation
(1982) · Elsevier eBooks · doi:10.1016/b978-0-12-321960-2.x5001-x · Cited by 138 · see citing works
Microsecond Protein Folding Through a Compact Transition State
Burton, R. E., Huang, G. S., Daugherty, M. A., et al. (1996) · Journal of Molecular Biology · doi:10.1006/jmbi.1996.0577 · Cited by 138 · see citing works
Milla, M. E., Brown, B. M., Waldburger, C. D., et al. (1995) · Biochemistry · doi:10.1021/bi00042a024 · Cited by 112 · see citing works
The Active Site and Enzyme Action
Koshland, D. E. (1960) · Advances in enzymology and related areas of molecular biology/Advances in enzymology and related subjects · doi:10.1002/9780470122679.ch2 · Cited by 103 · see citing works
Antikainen, N. M., Smiley, R. D., Benkovic, S. J., et al. (2005) · Biochemistry · doi:10.1021/bi051378i · Cited by 103 · see citing works
Ropson, I. J., & Frieden, C. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.15.7222 · Cited by 103 · see citing works
Liu, H., & Warshel, A. (2007) · Biochemistry · doi:10.1021/bi700201w · Cited by 96 · see citing works
Activation of G Protein–Coupled Receptors
Deupí, X., & Kobilka, B. K. (2007) · Advances in protein chemistry · doi:10.1016/s0065-3233(07)74004-4 · Cited by 95 · see citing works
Reconciling binding mechanisms of intrinsically disordered proteins
Espinoza-Fonseca, M. (2009) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2009.02.151 · Cited by 91 · see citing works
Linked Folding and Anion Binding of the Bacillus subtilis Ribonuclease P Protein
Henkels, C. H., Kurz, J. C., Fierke, C. A., et al. (2001) · Biochemistry · doi:10.1021/bi002078y · Cited by 86 · see citing works
Zhang, Z., Rajagopalan, P. T. R., Selzer, T., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0400091101 · Cited by 72 · see citing works
Characterization of Chemical Exchange Using Residual Dipolar Coupling
Igumenova, T. I., Brath, U., Akke, M., et al. (2007) · Journal of the American Chemical Society · doi:10.1021/ja0761636 · Cited by 63 · see citing works
Narayanan, R., Ganesh, O. K., Edison, A. S., & Hagen, S. J. (2008) · Journal of the American Chemical Society · doi:10.1021/ja803221c · Cited by 59 · see citing works
Onitsuka, M., Kamikubo, H., Yamazaki, Y., & Kataoka, M. (2008) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.21978 · Cited by 53 · see citing works
Kinetic analysis of the mechanism of Escherichia coli dihydrofolate reductase.
Penner, M. H., & Frieden, C. (1987) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)47675-2 · Cited by 51 · see citing works
Enzyme catalysis and regulation
Herries, D. (1983) · Biochemical Education · doi:10.1016/0307-4412(83)90025-0 · Cited by 37 · see citing works
Folding and Association of an Extremely Stable Dimeric Protein from Sulfolobus islandicus
Zeeb, M., Lipps, G., Lilie, H., et al. (2003) · Journal of Molecular Biology · doi:10.1016/j.jmb.2003.12.003 · Cited by 37 · see citing works
Muralidhara, B. K., & Wittung‐Stafshede, P. (2004) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2004.11.012 · Cited by 26 · see citing works
Folding of Desulfovibrio desulfuricans flavodoxin is accelerated by cofactor fly-casting
Muralidhara, B. K., Rathinakumar, R., & Wittung-Stafshede, P. E. (2006) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2006.03.032 · Cited by 24 · see citing works
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- Authors
- Hammes, G. G., Chang, Y.-C., & Oas, T. G.
- Affiliations
- Duke University (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2009-08-18
- Volume
- 106
- Issue
- 33
- Pages
- 13737-13741
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2728963
- OpenAlex
- W2041000185
- Cited by
- 577
- References
- 50
- Citations by year
- 2026: 28 · 2025: 36 · 2024: 22 · 2023: 35 · 2022: 34 · 2021: 49 · 2020: 29 · 2019: 30 · 2018: 24 · 2017: 37 · 2016: 39 · 2015: 29 · 2014: 37 · 2013: 46 · 2012: 43
- FWCI
- 13.68
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of General Medical Sciences (R01GM081666, R01GM061367)
- National Institute of Allergy and Infectious Diseases (P30AI064518)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Diffusion and Search Dynamics
- Physical Sciences › Materials Science › Materials Chemistry › Enzyme Structure and Function
- Keywords
- conformational selection, induced fit, ligand binding, conformational change, flux analysis, reaction mechanism, NADPH binding, dihydrofolate reductase, flavin mononucleotide
- MeSH terms
- Algorithms, Chemistry, Flavins, Kinetics, Ligands, Models, Chemical, Models, Theoretical, Molecular Conformation, NADP, Magnetic Resonance Spectroscopy, Protein Conformation, Tetrahydrofolate Dehydrogenase, Protein Folding, Desulfovibrio desulfuricans
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