Millisecond timescale fluctuations in dihydrofolate reductase are exquisitely sensitive to the bound ligands
Open accessAbstract
Enzyme catalysis can be described as progress over a multi-dimensional energy landscape where ensembles of interconverting conformational substates channel the enzyme through its catalytic cycle. We applied NMR relaxation dispersion to investigate the role of bound ligands in modulating the dynamics and energy landscape of Escherichia coli dihydrofolate reductase to obtain insights into the mechanism by which the enzyme efficiently samples functional conformations as it traverses its reaction pathway. Although the structural differences between the occluded substrate binary complexes and product ternary complexes are very small, there are substantial differences in protein dynamics. Backbone fluctuations on the μs-ms timescale in the cofactor binding cleft are similar for the substrate and product binary complexes, but fluctuations on this timescale in the active site loops are observed only for complexes with substrate or substrate analog and are not observed for the binary product complex. The dynamics in the substrate and product binary complexes are governed by quite different kinetic and thermodynamic parameters. Analogous dynamic differences in the E:THF:NADPH and E:THF:NADP + product ternary complexes are difficult to rationalize from ground-state structures. For both of these complexes, the nicotinamide ring resides outside the active site pocket in the ground state. However, they differ in the structure, energetics, and dynamics of accessible higher energy substates where the nicotinamide ring transiently occupies the active site. Overall, our results suggest that dynamics in dihydrofolate reductase are exquisitely “tuned” for every intermediate in the catalytic cycle; structural fluctuations efficiently channel the enzyme through functionally relevant conformational space.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The structural ensemble in DHFR is exquisitely optimized for every intermediate in the catalytic cycle.
“The structural ensemble in DHFR is exquisitely optimized for every intermediate in the catalytic cycle.461”
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 [461]
Cites
MOLMOL: A program for display and analysis of macromolecular structures
Koradi, R., Billeter, M., & Kurt Wüthrich, A. (1996) · Journal of Molecular Graphics · doi:10.1016/0263-7855(96)00009-4 · Cited by 7,163 · see citing works
The Energy Landscapes and Motions of Proteins
Frauenfelder, H., Sligar, S. G., & Wolynes, P. G. (1991) · Science · doi:10.1126/science.1749933 · Cited by 3,250 · 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
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
Self-citationIntermediates and barrier crossing in a random energy model (with applications to protein folding)
Bryngelson, J. D., & Wolynes, P. G. (1989) · The Journal of Physical Chemistry · doi:10.1021/j100356a007 · Cited by 746 · see citing works
Loria, J. P., Rance, M., & Palmer, A. G. I. (1999) · Journal of the American Chemical Society · doi:10.1021/ja983961a · Cited by 695 · see citing works
Sawaya, M. R., & Kraut, J. (1997) · Biochemistry · doi:10.1021/bi962337c · Cited by 676 · see citing works
Folding funnels, binding funnels, and protein function
Tsai, C., Kumar, S., Ma, B., & Nussinov, R. (1999) · Protein Science · doi:10.1110/ps.8.6.1181 · Cited by 648 · see citing works
The Role of Solvent Viscosity in the Dynamics of Protein Conformational Changes
Ansari, A., Jones, C. M., Henry, E. R., Hofrichter, J., & Eaton, W. A. (1992) · Science · doi:10.1126/science.1615323 · Cited by 549 · 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
Self-citation"New View" of Protein Folding Reconciled with the Old Through Multiple Unfolding Simulations
Lazaridis, T., & Karplus, M. (1997) · Science · doi:10.1126/science.278.5345.1928 · Cited by 507 · 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
Studying excited states of proteins by NMR spectroscopy.
Mulder, F. A. A., Mittermaier, A., Hon, B., Dahlquist, F. W., & Kay, L. E. (2001) · Nature Structural Biology · doi:10.1038/nsb1101-932 · Cited by 394 · see citing works
Folding and binding cascades: Shifts in energy landscapes
Tsai, C.-J., Ma, B., & Nussinov, R. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.18.9970 · Cited by 365 · see citing works
Okazaki, K.-I., & Takada, S. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0802524105 · Cited by 320 · 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
Osborne, 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
Self-citationCorrelated motion and the effect of distal mutations in dihydrofolate reductase
Rod, T. H., Radkiewicz, J. L., & Brooks, C. L. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1230801100 · Cited by 207 · see citing works
Pan, H. C., Lee, J. C., & Hilser, V. J. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.220240297 · Cited by 201 · see citing works
Ferry, J. D., Grandine, L. D., & Fitzgerald, E. R. (1953) · Journal of Applied Physics · doi:10.1063/1.1721401 · Cited by 200 · see citing works
Molecular Recognition by Induced Fit: How Fit is the Concept?
Bosshard, H. R. (2001) · Physiology · doi:10.1152/physiologyonline.2001.16.4.171 · Cited by 184 · see citing works
Defining the role of active-site loop fluctuations in dihydrofolate reductase catalysis
McElheny, D., Schnell, J. R., Lansing, J. C., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0500699102 · Cited by 163 · see citing works
Self-citationUsing buried water molecules to explore the energy landscape of proteins
Denisov, V. P., Peters, J., Hörlein, H. D., & Halle, B. (1996) · Nature Structural & Molecular Biology · doi:10.1038/nsb0696-505 · Cited by 157 · 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
Epstein, D. M., Benkovic, S. J., & Wright, P. E. (1995) · Biochemistry · doi:10.1021/bi00035a009 · Cited by 140 · see citing works
Self-citationFalzone, C. J., Wright, P. E., & Benkovic, S. J. (1994) · Biochemistry · doi:10.1021/bi00168a007 · Cited by 126 · see citing works
Self-citationVenkitakrishnan, R. P., Zaborowski, E., McElheny, D., Benkovic, S. J., Dyson, H. J., & Wright, P. E. (2004) · Biochemistry · doi:10.1021/bi048119y · Cited by 124 · see citing works
Self-citationBenkovic, S. J., & Hammes‐Schiffer, S. (2006) · Science · doi:10.1126/science.1127654 · Cited by 91 · see citing works
Schnell, J. R., Dyson, H. J., & Wright, P. E. (2003) · Biochemistry · doi:10.1021/bi035464z · Cited by 79 · see citing works
Self-citationChen, J., Dima, R. I., & Thirumalai, D. (2007) · Journal of Molecular Biology · doi:10.1016/j.jmb.2007.08.047 · Cited by 74 · see citing works
Reyes, V. M., Sawaya, M. R., Brown, K. A., et al. (1995) · Biochemistry · doi:10.1021/bi00008a039 · Cited by 70 · see citing works
Wang, C., Karpowich, N. K., Hunt, J. F., Rance, M., & Palmer, A. G. I. (2004) · Journal of Molecular Biology · doi:10.1016/j.jmb.2004.07.001 · Cited by 67 · see citing works
Recent Structural and Computational Insights into Conformational Diseases
Fernàndez‐Busquets, X., de Groot, N. S., Fernández, D., & Ventura, S. (2008) · Current Medicinal Chemistry · doi:10.2174/092986708784534938 · Cited by 60 · see citing works
Boehr, D. D., Dyson, H. J., & Wright, P. E. (2008) · Biochemistry · doi:10.1021/bi801102e · Cited by 57 · see citing works
Self-citationAppleman, J. R., Howell, E. E., Kraut, J., et al. (1990) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(19)39400-1 · Cited by 45 · see citing works
Lee, H., Reyes, V. M., & Kraut, J. (1996) · Biochemistry · doi:10.1021/bi960028g · Cited by 44 · see citing works
Tryptophan Interactions in Bacteriorhodopsin: A Heteronuclear Solid-State NMR Study
Petkova, A. T., Hatanaka, M., Jaroniec, C. P., et al. (2002) · Biochemistry · doi:10.1021/bi012127m · Cited by 40 · see citing works
Warren, M. S., Brown, K. A., Farnum, M. F., et al. (1991) · Biochemistry · doi:10.1021/bi00110a011 · Cited by 35 · see citing works
From discrete protein kinetics to continuous Brownian dynamics: A new perspective
Qian, H. (2002) · Protein Science · doi:10.1110/ps.18902 · Cited by 31 · see citing works
From discrete protein kinetics to continuous Brownian dynamics: A new perspective
Qian, H. (2002) · Protein Science · doi:10.1110/ps.ps.18902 · Cited by 24 · see citing works
Enzymatic reaction sequences as coupled multiple traces on a multidimensional landscape
Swint‐Kruse, L., & Fisher, H. F. (2008) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2007.12.001 · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Csermely, P., Palotai, R., & Nussinov, R. (2010) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2010.04.009 · Cited by 821 · see citing works
Wei, G., Xi, W., Nussinov, R., & Ma, B. (2016) · Chemical Reviews · doi:10.1021/acs.chemrev.5b00562 · Cited by 436 · see citing works
Dynamic Allostery: Linkers Are Not Merely Flexible
Ma, B., Tsai, C.-J., Haliloğlu, T., & Nussinov, R. (2011) · Structure · doi:10.1016/j.str.2011.06.002 · Cited by 222 · see citing works
Protein Conformational Populations and Functionally Relevant Substates
Ramanathan, A., Savol, A., Burger, V., Chennubhotla, C. S., & Agarwal, P. K. (2014) · Accounts of Chemical Research · doi:10.1021/ar400084s · Cited by 110 · see citing works
Energy Landscape of the Prion Protein Helix 1 Probed by Metadynamics and NMR
Camilloni, C., Schaal, D., Schweimer, K., Schwarzinger, S., & De Simone, A. (2012) · Biophysical Journal · doi:10.1016/j.bpj.2011.12.003 · Cited by 45 · see citing works
- Authors
- Boehr, D. D., McElheny, D., Dyson, H. J., & Wright, P. E.
- Affiliations
- Scripps Research Institute (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2010-01-08
- Volume
- 107
- Issue
- 4
- Pages
- 1373-1378
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2824364
- OpenAlex
- W2102034855
- Cited by
- 142
- References
- 43
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 6 · 2023: 2 · 2022: 5 · 2021: 4 · 2020: 17 · 2019: 5 · 2018: 5 · 2017: 7 · 2016: 6 · 2015: 11 · 2014: 4 · 2013: 21 · 2012: 15
- FWCI
- 8.73
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- Canadian Institutes of Health Research
- National Institute of General Medical Sciences (R01GM075995, GM75995)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemistry › Spectroscopy › Advanced NMR Techniques and Applications
- Physical Sciences › Materials Science › Materials Chemistry › Enzyme Structure and Function
- Keywords
- dihydrofolate reductase, protein dynamics, conformational ensembles, energy landscape, NMR relaxation dispersion, bound ligand, active site loop, NADPH, nicotinamide ring, enzyme mechanism, Escherichia coli
- MeSH terms
- Escherichia coli, Ligands, Models, Molecular, NADP, Protein Binding, Substrate Specificity, Tetrahydrofolate Dehydrogenase, Tetrahydrofolates, Thermodynamics, Time Factors, Protein Structure, Tertiary, Nuclear Magnetic Resonance, Biomolecular
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review