Folding funnels and conformational transitions via hinge-bending motions
Open accessAbstract
In this article we focus on presenting a broad range of examples illustrating low-energy transitions via hinge-bending motions. The examples are divided according to the type of hinge-bending involved; namely, motions involving fragments of the protein chains, hinge-bending motions involving protein domains, and hinge-bending motions between the covalently unconnected subunits. We further make a distinction between allosterically and nonallosterically regulated proteins. These transitions are discussed within the general framework of folding and binding funnels. We propose that the conformers manifesting such swiveling motions are not the outcome of "induced fit" binding mechanism; instead, molecules exist in an ensemble of conformations that are in equilibrium in solution. These ensembles, which populate the bottoms of the funnels, a priori contain both the "open" and the "closed" conformational isomers. Furthermore, we argue that there are no fundamental differences among the physical principles behind the folding and binding funnels. Hence, there is no basic difference between funnels depicting ensembles of conformers of single molecules with fragment, or domain motions, as compared to subunits in multimeric quaternary structures, also showing such conformational transitions. The difference relates only to the size and complexity of the system. The larger the system, the more complex its corresponding fused funnel(s). In particular, funnels associated with allosterically regulated proteins are expected to be more complicated, because allostery is frequently involved with movements between subunits, and consequently is often observed in multichain and multimolecular complexes. This review centers on the critical role played by flexibility and conformational fluctuations in enzyme activity. Internal motions that extend over different time scales and with different amplitudes are known to be essential for the catalytic cycle. The conformational change observed in enzyme-substrate complexes as compared to the unbound enzyme state, and in particular the hinge-bending motions observed in enzymes with two domains, have a substantial effect on the enzymatic catalytic activity. The examples we review span the lipolytic enzymes that are particularly interesting, owing to their activation at the water-oil interface; an allosterically controlled dehydrogenase (lactate dehydrogenase); a DNA methyltransferase, with a covalently-bound intermediate; large-scale flexible loop motions in a glycolytic enzyme (TIM); domain motion in PGK, an enzyme which is essential in most cells, both for ATP generation in aerobes and for fermentation in anaerobes; adenylate kinase, showing large conformational changes, owing to their need to shield their catalytic centers from water; a calcium-binding protein (calmodulin), involved in a wide range of cellular calcium-dependent signaling; diphtheria toxin, whose large domain motion has been shown to yield "domain swapping;" the hexameric glutamate dehydrogenase, which has been studied both in a thermophile and in a mesophile; an allosteric enzyme, showing subunit motion between the R and the T states (aspartate transcarbamoylase), and the historically well-studied lac repressor. Nonallosteric subunit transitions are also addressed, with some examples (aspartate receptor and BamHI endonuclease). Hence, using this enzyme-catalysis-centered discussion, we address energy funnel landscapes of large-scale conformational transitions, rather than the faster, quasi-harmonic, thermal fluctuations.
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The protein data bank: A computer-based archival file for macromolecular structures
Bernstein, F. C., Koetzle, T. F., Williams, G. J. B., Meyer, E. F., Brice, M. D., Rodgers, J. R., Kennard, O., Shimanouchi, T., & Tasumi, M. (1977) · Journal of Molecular Biology · doi:10.1016/s0022-2836(77)80200-3 · Cited by 8,582 · 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
Application of a Theory of Enzyme Specificity to Protein Synthesis.
Koshland, D. (1958) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.44.2.98 · Cited by 2,140 · see citing works
Einfluss der Configuration auf die Wirkung der Enzyme
Fischer, E. (1894) · Berichte der deutschen chemischen Gesellschaft · doi:10.1002/cber.18940270364 · Cited by 1,841 · see citing works
The crystal structure of the bacterial chaperonln GroEL at 2.8 Å
Braig, K., Otwinowski, Z., Hegde, R. S., Boisvert, D. C., Joachimiak, A., Horwich, A. L., & Sigler, P. B. (1994) · Nature · doi:10.1038/371578a0 · Cited by 1,321 · see citing works
Solution structure of a calmodulin-target peptide complex by multidimensional NMR
Ikura, M., Clore, G. M., Gronenborn, A. M., Zhu, G., Klee, C. B., & Bax, A. (1992) · Science · doi:10.1126/science.1585175 · Cited by 1,268 · see citing works
A serine protease triad forms the catalytic centre of a triacylglycerol lipase
Brady, L., Brzozowski, A. M., Derewenda, Z. S., Dodson, E. J., Dodson, G. G., Tolley, S. P., Turkenburg, J. P., Christiansen, L., Huge‐Jensen, B., Nørskov, L., et al. (1990) · Nature · doi:10.1038/343767a0 · Cited by 1,219 · see citing works
Wolynes, P., Onuchic, J., & Thirumalai, D. (1995) · Science · doi:10.1126/science.7886447 · Cited by 1,080 · see citing works
Hhal methyltransferase flips its target base out of the DNA helix
Klimašauskas, S., Kumar, S., Roberts, R. J., & Cheng, X. (1994) · Cell · doi:10.1016/0092-8674(94)90342-5 · Cited by 945 · see citing works
Self-citationHayward, S., & Berendsen, H. J. C. (1998) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19980201)30:2 · Cited by 813 · see citing works
Crystal Structure of the Lactose Operon Repressor and Its Complexes with DNA and Inducer
Lewis, M., Chang, G. A., Horton, N. C., Kercher, M. A., Pace, H. C., Schumacher, M. A., Brennan, R. G., & Lu, P. (1996) · Science · doi:10.1126/science.271.5253.1247 · Cited by 790 · see citing works
3D domain swapping: A mechanism for oligomer assembly
Bennett, M. J., Schlunegger, M. P., & Eisenberg, D. S. (1995) · Protein Science · doi:10.1002/pro.5560041202 · Cited by 765 · see citing works
Intermediates 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
Structural Mechanisms for Domain Movements in Proteins
Gerstein, M., Lesk, A. M., & Chothia, C. (1994) · Biochemistry · doi:10.1021/bi00188a001 · Cited by 741 · see citing works
Toward an outline of the topography of a realistic protein-folding funnel.
Onuchic, J. N., Wolynes, P. G., Luthey-Schulten, Z., & Socci, N. D. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.8.3626 · Cited by 523 · see citing works
Catalysis at the interface: the anatomy of a conformational change in a triglyceride lipase
Derewenda, U., Brzozowski, A. M., Lawson, D. M., & Derewenda, Z. S. (1992) · Biochemistry · doi:10.1021/bi00120a034 · Cited by 523 · see citing works
"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
Adenylate kinase motions during catalysis: an energetic counterweight balancing substrate binding
Müller, C. W., Schlauderer, G. J., Reinstein, J., & Schulz, G. (1996) · Structure · doi:10.1016/s0969-2126(96)00018-4 · Cited by 448 · see citing works
Milburn, M. V., Privé, G. G., Milligan, D. L., Scott, W. G., Yeh, J. I., Jancarik, J., Koshland, D. E., & Kim, S. (1991) · Science · doi:10.1126/science.1660187 · Cited by 410 · see citing works
A database of macromolecular motions
Gerstein, M. (1998) · Nucleic Acids Research · doi:10.1093/nar/26.18.4280 · Cited by 375 · see citing works
The nature of protein folding pathways: The classical versus the new view
Baldwin, R. L. (1995) · Journal of Biomolecular NMR · doi:10.1007/bf00208801 · Cited by 307 · see citing works
Structure of Bam HI Endonuclease Bound to DNA: Partial Folding and Unfolding on DNA Binding
Newman, M., Strzelecka, T. E., Dorner, L. F., Schildkraut, I., & Aggarwal, A. K. (1995) · Science · doi:10.1126/science.7624794 · Cited by 298 · see citing works
Hayward, S., Kitao, A., & Berendsen, H. J. C. (1997) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(199703)27:3 · Cited by 282 · see citing works
The Levinthal paradox: yesterday and today
Karplus, M. (1997) · Folding and Design · doi:10.1016/s1359-0278(97)00067-9 · Cited by 265 · see citing works
Herron, J. N., He, X., Ballard, D. W., Blier, P. R., Pace, P. E., Bothwell, A. L. M., Voss, E. W., & Edmundson, A. B. (1991) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340110302 · Cited by 255 · see citing works
Subunit assembly and active site location in the structure of glutamate dehydrogenase
Baker, P. J., Britton, K. L., Engel, P. C., Farrants, G. W., Lilley, K. S., Rice, D. W., & Stillman, T. J. (1992) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340120109 · Cited by 221 · see citing works
Major antigen-induced domain rearrangements in an antibody
Stanfield, R. L., Takimoto‐Kamimura, M., Rini, J. M., Profy, A. T., & Wilson, I. A. (1993) · Structure · doi:10.1016/0969-2126(93)90024-b · Cited by 209 · see citing works
Induced-fit movements in adenylate kinases
Schulz, G. E., Müller, C. W., & Diederichs, K. (1990) · Journal of Molecular Biology · doi:10.1016/s0022-2836(05)80250-5 · Cited by 202 · see citing works
Rini, J. M., Stanfield, R. L., Stura, E. A., Salinas, P. A., Profy, A. T., & Wilson, I. A. (1993) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.90.13.6325 · Cited by 195 · see citing works
Bernstein, B., Michels, P. A. M., & Hol, W. G. J. (1997) · Nature · doi:10.1038/385275a0 · Cited by 194 · see citing works
Hinge‐bending motion in citrate synthase arising from normal mode calculations
Marques, O., & Sanejouand, Y. (1995) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340230410 · Cited by 188 · see citing works
Marmorstein, R., & Harrison, S. C. (1994) · Genes & Development · doi:10.1101/gad.8.20.2504 · Cited by 170 · see citing works
Baldwin, R. L. (1994) · Nature · doi:10.1038/369183a0 · Cited by 130 · see citing works
Stevens, R. C., Gouaux, J. E., & Lipscomb, W. N. (1990) · Biochemistry · doi:10.1021/bi00485a019 · Cited by 121 · see citing works
Auerbach, G., Huber, R., Grättinger, M., Zaiss, K., Schurig, H., Jaenicke, R., & Jacob, U. (1997) · Structure · doi:10.1016/s0969-2126(97)00297-9 · Cited by 116 · see citing works
Three hTIM Mutants that Provide New Insights on why TIM is a Dimer
Mainfroid, V., Terpstra, P., Beauregard, M., Frère, J., Mande, S. C., Hol, W. G. J., MARTIAL, J. A., & Goraj, K. K. (1996) · Journal of Molecular Biology · doi:10.1006/jmbi.1996.0174 · Cited by 104 · see citing works
Iwata, S., Kamata, K., Yoshida, S., Minowa, T., & Ohta, T. (1994) · Nature Structural Biology · doi:10.1038/nsb0394-176 · Cited by 96 · see citing works
Contribution of Salt Bridges Toward Protein Thermostability
Kumar, S., Tsai, C., Ma, B., & Nussinov, R. (2000) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.2000.10506606 · Cited by 96 · see citing works
Self-citationStructure of a Mutant Adenylate Kinase Ligated with an ATP-analogue Showing Domain Closure Over ATP
Schlauderer, G. J., Proba, K., & Schulz, G. E. (1996) · Journal of Molecular Biology · doi:10.1006/jmbi.1996.0080 · Cited by 96 · see citing works
Berg, O. G., Cajal, Y., Butterfoss, G. L., Grey, R. L., Alsina, M. A., Yu, B.-Z., & Jain, M. K. (1998) · Biochemistry · doi:10.1021/bi972998p · Cited by 95 · see citing works
Protein folding via binding and vice versa
Tsai, C., Xu, D., & Nussinov, R. (1998) · Folding and Design · doi:10.1016/s1359-0278(98)00032-7 · Cited by 86 · see citing works
Self-citationThe Loop Opening/Closing Motion of the Enzyme Triosephosphate Isomerase
Derreumaux, P., & Schlick, T. (1998) · Biophysical Journal · doi:10.1016/s0006-3495(98)77768-9 · Cited by 86 · see citing works
Bahar, İ., Erman, B., Haliloǧlu, T., & Jernigan, R. L. (1997) · Biochemistry · doi:10.1021/bi971611f · Cited by 79 · see citing works
Carugo, O., & Argos, P. (1998) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19980501)31:2 · Cited by 72 · see citing works
Rietveld, A. W. M., & Ferreira, S. T. (1998) · Biochemistry · doi:10.1021/bi9721593 · Cited by 65 · see citing works
Zhang, H., Sheng, X.-R., Pan, X., & Zhou, J. (1997) · Biochemical and Biophysical Research Communications · doi:10.1006/bbrc.1997.7301 · Cited by 64 · see citing works
Lillo, M. P., Szpikowska, B. K., Mas, M. T., Sutin, J. D. B., & Beechem, J. (1997) · Biochemistry · doi:10.1021/bi970789z · Cited by 64 · see citing works
Chan, H. S. (1995) · Nature · doi:10.1038/373664a0 · Cited by 57 · see citing works
Schliebs, W., Thanki, N., Eritja, R., & Wierenga, R. K. (1996) · Protein Science · doi:10.1002/pro.5560050206 · Cited by 52 · see citing works
Colipase Stabilizes the Lid Domain of Pancreatic Triglyceride Lipase
Lowe, M. E. (1997) · Journal of Biological Chemistry · doi:10.1074/jbc.272.1.9 · Cited by 48 · see citing works
McPhillips, T., Hsu, B. T., Sherman, M. A., Mas, M. T., & Rees, D. C. (1996) · Biochemistry · doi:10.1021/bi952500o · Cited by 44 · see citing works
Computational studies of the activation of lipases and the effect of a hydrophobic environment
Peters, G. H. J., Toxværd, S., Olsen, O. H., & Svendsen, A. (1997) · Protein Engineering Design and Selection · doi:10.1093/protein/10.2.137 · Cited by 40 · see citing works
Flexible structural comparison allowing hinge-bending, swiveling motions
Verbitsky, G., Nussinov, R., & Wolfson, H. J. (1999) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19990201)34:2 · Cited by 38 · see citing works
Self-citationSatisfying turns in folding transitions
Gruebele, M., & Wolynes, P. G. (1998) · Nature Structural & Molecular Biology · doi:10.1038/1354 · Cited by 36 · see citing works
van Aalten, D. M. F., Grotewold, E., & Joshua‐Tor, L. (1998) · Methods · doi:10.1006/meth.1998.0587 · Cited by 35 · see citing works
Role of the C-Terminal Helix in the Folding and Stability of Yeast Phosphoglycerate Kinase
Ritco-Vonsovici, M., Mouratou, B., Minard, P., Desmadril, M., Yon, J. M., Andrieux, M., Leroy, É., & Guittet, É. (1995) · Biochemistry · doi:10.1021/bi00003a017 · Cited by 32 · see citing works
Fisher, C. L., Cabelli, D. E., Hallewell, R. A., Beroza, P., Lo, T. P., Getzoff, E. D., & Tainer, J. A. (1997) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(199709)29:1 · Cited by 32 · see citing works
Domain Behavior during the Folding of a Thermostable Phosphoglycerate Kinase
Parker, M. J., SPENCER, J. M., Jackson, G. S., Burston, S. G., Hosszu, L. L. P., Craven, C. J., Waltho, J. P., & Clarke, A. R. (1996) · Biochemistry · doi:10.1021/bi961330s · Cited by 31 · see citing works
Low frequency motions in phosphoglycerate kinase. A normal mode analysis
Guilbert, C., Pecorari, F., Pérahia, D., & Mouawad, L. (1996) · Chemical Physics · doi:10.1016/0301-0104(95)00293-6 · Cited by 27 · see citing works
Determination of the amino acid requirements for a protein hinge in triosephosphate isomerase
Sun, J., & Sampson, N. S. (1998) · Protein Science · doi:10.1002/pro.5560070702 · Cited by 26 · see citing works
Hinge-bending deformation of enzyme observed by microwave dielectric measurement
Miura, N., Hayashi, Y., & Mashimo, S. (1998) · Biopolymers · doi:10.1002/(sici)1097-0282(199608)39:2 · Cited by 24 · see citing works
Folding and Functional Complementation of Engineered Fragments from Yeast Phosphoglycerate Kinase
Pecorari, F., Guilbert, C., Minard, P., Desmadril, M., & Yon, J. M. (1996) · Biochemistry · doi:10.1021/bi951973s · Cited by 23 · see citing works
Sherman, M. A., Beechem, J., & Mas, M. T. (1995) · Biochemistry · doi:10.1021/bi00042a027 · Cited by 23 · see citing works
Normal mode analysis of mouse epidermal growth factor: Characterization of the harmonic motion
Ikura, T., & Gō, N. (1993) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.340160410 · Cited by 22 · see citing works
Karplus, M., S˘ali, A., & Shakhnovich, E. I. (1995) · Nature · doi:10.1038/373665a0 · Cited by 22 · see citing works
Sakash, J. B., & Kantrowitz, E. R. (1998) · Biochemistry · doi:10.1021/bi972102g · Cited by 18 · see citing works
Cheung, C. W., & Mas, M. T. (1996) · Protein Science · doi:10.1002/pro.5560050616 · Cited by 15 · see citing works
Structure and functional complementation of engineered fragments from yeast phosphoglycerate kinase
Pecorari, F., Minard, P., Desmadril, M., & Yon, J. M. (1993) · Protein Engineering Design and Selection · doi:10.1093/protein/6.3.313 · Cited by 14 · see citing works
Chandra, N. R., Muirhead, H., Holbrook, J. J., Bernstein, B., Hol, W. G. J., & Sessions, R. B. (1998) · Proteins Structure Function and Bioinformatics · doi:10.1002/(sici)1097-0134(19980301)30:4 · Cited by 11 · see citing works
Effect of Active-Site Modification on the Terminal Marking Deamidation of Triosephosphate Isomerase
Talent, J. M., Zvaigzne, A. I., Agrawal, N., & Gracy, R. W. (1997) · Archives of Biochemistry and Biophysics · doi:10.1006/abbi.1996.9843 · Cited by 7 · see citing works
The role of the C‐terminal lysine in the hinge bending mechanism of yeast phosphoglycerate kinase
Adams, B., Fowler, R. T., Hudson, M. L., & Pain, R. H. (1996) · FEBS Letters · doi:10.1016/0014-5793(96)00348-1 · Cited by 7 · see citing works
Alexov, E., & Atanasov, B. P. (1995) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.1995.10508835 · Cited by 2 · see citing works
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Durrant, J. D., & McCammon, J. A. (2011) · BMC Biology · doi:10.1186/1741-7007-9-71 · Cited by 1,412 · see citing works
The role of dynamics in allosteric regulation
Kern, D., & Zuiderweg, E. R. P. (2003) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2003.10.008 · Cited by 653 · see citing works
Folding and binding cascades: Dynamic landscapes and population shifts
Kumar, S., Ma, B., Tsai, C., Sinha, N., & Nussinov, R. (2000) · Protein Science · doi:10.1110/ps.9.1.10 · Cited by 595 · see citing works
Self-citationNonlinear elasticity, proteinquakes, and the energy landscapes of functional transitions in proteins
Miyashita, O., Onuchic, J. N., & Wolynes, P. G. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2135471100 · Cited by 505 · 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
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Papaleo, E., Saladino, G., Lambrughi, M., Lindorff‐Larsen, K., Gervasio, F. L., & Nussinov, R. (2016) · Chemical Reviews · doi:10.1021/acs.chemrev.5b00623 · Cited by 426 · see citing works
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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
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Friedman, A. J., Durrant, J. D., Pierce, L., McCorvie, T. J., Timson, D. J., & McCammon, J. A. (2012) · Chemical Biology & Drug Design · doi:10.1111/j.1747-0285.2012.01392.x · Cited by 16 · see citing works
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Ochner, H., Rauschenbach, S., & Malavolti, L. (2023) · Essays in Biochemistry · doi:10.1042/ebc20220165 · Cited by 6 · see citing works
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Thuduppathy, G. R., & Hill, R. B. (2004) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/s0076-6879(04)84015-1 · Cited by 5 · see citing works
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Henzler, A. M., & Rarey, M. (2011) · Methods and principles in medicinal chemistry · doi:10.1002/9783527633326.ch8 · Cited by 5 · see citing works
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Forero, C. P. B., & Moncada, M. D. P. (2013) · European Journal of Plant Pathology · doi:10.1007/s10658-013-0330-4 · Cited by 4 · see citing works
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Goldman, A. D., Horst, J. A., Hung, L., & Samudrala, R. (2012) · Wiley-VCH eBooks · doi:10.1002/3527600906.mcb.200400157.pub2 · Cited by 3 · see citing works
Characteristics of Allosterism in Drug Action
Kenakin, T. (2006) · Informa Healthcare eBooks · doi:10.1201/9781420016185.ch2 · Cited by 2 · see citing works
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Özen, A., & Schiffer, C. A. (2020) · Wiley eBooks · doi:10.1002/9781118681121.ch22 · Cited by 2 · see citing works
Allosteric Effects Upon Binding of Proteins and Antibiotics on DNA: History and the Present
Nechipurenko, Y. D., Vasilenko, E. O., Ugriumov, K. A., Karnaukhov, A. V., & Tumanyan, V. G. (2026) · Molecular Biology · doi:10.1134/s0026893325700554 · Cited by 1 · see citing works
Ovarian Biomarkers in Infertility
Vangelov, I., Dineva, J. D., Todorova, K. O., Hayrabedyan, S., & Maria, D. P. D. S. J. (2012) · InTech eBooks · doi:10.5772/35912 · Cited by 1 · see citing works
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Romero, J. A. L., & Kolmar, H. (2023) · Methods in molecular biology · doi:10.1007/978-1-0716-3279-6_14 · Cited by 1 · see citing works
Structure and Dynamics of Viral Substrate Recognition and Drug Resistance: A Dissertation
Özen, A. (2013) · The Journal of the American Medical Association (JAMA) Network (American Medical Association) · doi:10.13028/m2jk5v · Cited by 1 · see citing works
Sequenciamento, identificação e análise de proteínas do caule de mudas de Eucalyptus grandis
de Andrade, A. (2006) · Digital Library of Theses and Dissertations (Universidade de São Paulo) · doi:10.11606/t.11.2006.tde-21062006-111717 · Cited by 1 · see citing works
Principles of Protein Recognition and Properties of Protein-protein Interfaces
Keskin, Ö., Gürsoy, A., & Nussinov, R. (2008) · Computational biology · doi:10.1007/978-1-84800-125-1_3 · Cited by 1 · see citing works
Self-citationProtein Structure Classification
Pearl, F. M. G., Orengo, C. A., & Thornton, J. M. (2001) · Wiley eBooks · doi:10.1038/npg.els.0003033 · Cited by 1 · see citing works
Unraveling the Dynamics Bridging Protein Structure and Function One Molecule at a Time
Hanson, J., Tan, Y., & Yang, H. (2009) · Wiley eBooks · doi:10.1002/9783527628360.ch7
do caule de mudas de Eucalyptus grandis
de Agricultura, E. S., & de Queiroz, L. (2006)
Folding and binding cascades: Shift
Tsai, C., Mat, B., & Nussinov, R. (2017)
Self-citationZinnia, M. A., & Islam, A. B. M. M. K. (2023) · Letters in Drug Design & Discovery · doi:10.2174/1570180820666230223120829
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Li, R., He, X., Long, L., & Zhang, J. (2025) · Scientia Sinica Chimica · doi:10.1360/ssc-2025-0046
GENETICALLY ENGINEERED AEQUORIN FOR THE DEVELOPMENT OF NOVEL BIOANALYTICAL SYSTEMS
Hamorsky, K. T. (2011) · UKnowledge (University of Kentucky)
(Dis)assembly path planning for complex objects and applications to structural biology
Le, D. T. (2010) · theses.fr (ABES) · doi:10.70675/80c88fa3z3629z4b71z8cabz67deb1d534cd
Reversible Tuning of Multiple Molecular Kinking for Stem Cell Regulation In Vivo
Kim, K., Shin, J., Kim, C., Choi, H., Kim, D., Lee, S., Kang, C., Hong, H., Ha, T., Kang, N., et al. (2026) · Advanced Functional Materials · doi:10.1002/adfm.77914
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Dippon, V. N., & Woo, C. M. (2026) · ACS Central Science · doi:10.1021/acscentsci.6c01187
BindingDB (2021) · UC San Diego · doi:10.7270/q2c53q9m
- Authors
- Kumar, S., Ma, B., Tsai, C.-J., Wolfson, H., & Nussinov, R.
- Affiliations
- National Cancer Institute (US)
- Frederick National Laboratory for Cancer Research (US)
- Tel Aviv University (IL)
- Corresponding author
- Nussinov, Ruth
- Venue
- Cell Biochemistry and Biophysics
- Published
- 1999-06
- Volume
- 31
- Issue
- 2
- Pages
- 141-164
- ISSN
- 1085-9195 (ISSN-L)
- 1559-0283
- OpenAlex
- W2061090993
- Cited by
- 94
- References
- 72
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 1 · 2023: 8 · 2022: 5 · 2021: 5 · 2020: 2 · 2019: 4 · 2018: 1 · 2017: 1 · 2016: 6 · 2015: 2 · 2014: 1 · 2013: 4 · 2012: 6
- FWCI
- 0.30
- Type
- journal article
- Language
- en
- Open access
- green
- zenodo.org
- Licence
- public-domain
- www.springer.com/tdm (tdm)
- Locations
- Cell Biochemistry and Biophysics (publishedVersion)
- PubMed (publishedVersion)
- Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, public-domain)
- Funders
- National Institutes of Health (n01co056000-057)
- National Cancer Institute (N01 CO 56000)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Materials Science › Materials Chemistry › Enzyme Structure and Function
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Keywords
- folding funnel, hinge-bending motion, protein conformational change, allosteric regulation, induced fit, conformational ensembles, protein flexibility, enzyme activity, lipolytic enzymes, oil-water interface, lactate dehydrogenase, DNA methyltransferases, TIM barrel, phosphoglycerate kinase, adenylate kinase
- MeSH terms
- Adenylate Kinase, Aspartate Carbamoyltransferase, Calmodulin, Diphtheria Toxin, Glutamate Dehydrogenase, L-Lactate Dehydrogenase, Lipase, Models, Biological, Models, Molecular, Phosphoglycerate Kinase, Protein Binding, Protein Conformation, Repressor Proteins, Triose-Phosphate Isomerase, Deoxyribonuclease BamHI, DNA-Cytosine Methylases, Receptors, Amino Acid, Protein Folding, Chaperonin 60
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