The DOI matches its Crossref record; 112 of the 112 references it cites were found in a registry or an index.
The Role of Conformational Dynamics and Allostery in Modulating Protein Evolution
Abstract
Advances in sequencing techniques and statistical methods have made it possible not only to predict sequences of ancestral proteins but also to identify thousands of mutations in the human exome, some of which are disease associated. These developments have motivated numerous theories and raised many questions regarding the fundamental principles behind protein evolution, which have been traditionally investigated horizontally using the tip of the phylogenetic tree through comparative studies of extant proteins within a family. In this article, we review a vertical comparison of the modern and resurrected ancestral proteins. We focus mainly on the dynamical properties responsible for a protein's ability to adapt new functions in response to environmental changes. Using the Dynamic Flexibility Index and the Dynamic Coupling Index to quantify the relative flexibility and dynamic coupling at a site-specific, single-amino-acid level, we provide evidence that the migration of hinges, which are often functionally critical rigid sites, is a mechanism through which proteins can rapidly evolve. Additionally, we show that disease-associated mutations in proteins often result in flexibility changes even at positions distal from mutational sites, particularly in the modulation of active site dynamics.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
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?
In the citing paper
“AlphaFold, which predicts single ranked structures for a protein sequence, is unable to address directly allosteric mechanisms, which are based on the populations of conformational states in the ensembles.”
From AlphaFold, Artificial Intelligence (AI), and Allostery (2022) · cites this paper as [102]
Citations
Cites
Molecular Evolution and Phylogenetics
Nei, M., & Kumar, S. (2000) · doi:10.1093/oso/9780195135848.001.0001 · Cited by 8,012
Self-citationGuerois, R., Nielsen, J. E., & Serrano, L. (2002) · Journal of Molecular Biology · doi:10.1016/s0022-2836(02)00442-4 · Cited by 1,728 · cited 1×
“It is known that disease-associated variants alter the stability of a protein (3, 27, 111).”
BackgroundDarwinian Evolution Can Follow Only Very Few Mutational Paths to Fitter Proteins
Weinreich, D. M., Delaney, N. F., DePristo, M. A., & Hartl, D. L. (2006) · Science · doi:10.1126/science.1123539 · Cited by 1,418
Enzyme promiscuity: A mechanistic and evolutionary perspective
Tawfik, O. K. A. D. S. (2010) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-030409-143718 · Cited by 1,355
Walking the Interactome for Prioritization of Candidate Disease Genes
Köhler, S., Bauer, S., Horn, D., & Robinson, P. N. (2008) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2008.02.013 · Cited by 1,268
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
Protein Dynamism and Evolvability
Tokuriki, N., & Tawfik, D. S. (2009) · Science · doi:10.1126/science.1169375 · Cited by 932
Genetic drift, selection and the evolution of the mutation rate
Lynch, M., Ackerman, M. S., Gout, J.-F., Long, H., Sung, W., Thomas, W. K., & Foster, P. L. (2016) · Nature Reviews Genetics · doi:10.1038/nrg.2016.104 · Cited by 911
Stability effects of mutations and protein evolvability
Tokuriki, N., & Tawfik, D. S. (2009) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2009.08.003 · Cited by 836
Allostery in Disease and in Drug Discovery
Nussinov, R., & Tsai, C. (2013) · Cell · doi:10.1016/j.cell.2013.03.034 · Cited by 769
Allostery without conformational change
Cooper, A., & Dryden, D. T. F. (1984) · European Biophysics Journal · doi:10.1007/bf00276625 · Cited by 740
Protein Sectors: Evolutionary Units of Three-Dimensional Structure
Halabi, N. M., Rivoire, O., Leibler, S., & Ranganathan, R. (2009) · Cell · doi:10.1016/j.cell.2009.07.038 · Cited by 697
Enzyme promiscuity: evolutionary and mechanistic aspects
Khersonsky, O., Roodveldt, C., & Tawfik, D. S. (2006) · Current Opinion in Chemical Biology · doi:10.1016/j.cbpa.2006.08.011 · Cited by 641
Widespread macromolecular interaction perturbations in human genetic disorders
Sahni, N., Yi, S., Taipale, M., Fuxman Bass, J. I., Coulombe-Huntington, J., Yang, F., Peng, J., Weile, J., Karras, G. I., Wang, Y., et al. (2015) · Cell · doi:10.1016/j.cell.2015.04.013 · Cited by 594
Loss of Protein Structure Stability as a Major Causative Factor in Monogenic Disease
Yue, P., Li, Z. A., & Moult, J. (2005) · Journal of Molecular Biology · doi:10.1016/j.jmb.2005.08.020 · Cited by 529
Protein Allostery and Conformational Dynamics
Guo, J., & Zhou, H.-X. (2016) · Chemical Reviews · doi:10.1021/acs.chemrev.5b00590 · Cited by 484 · cited 1×
“Rather than forming a new structure, a ligand binding to a remote site promotes a shift in the dynamics of all residues in the protein, changing the distribution of accessible conformational states in the ensemble and, thus, promoting easier access to certain conformers for allosteric regulations while restricting oth…”
BackgroundImproving enzyme properties: when are closer mutations better?
Morley, K. L., & Kazlauskas, R. J. (2005) · Trends in biotechnology · doi:10.1016/j.tibtech.2005.03.005 · Cited by 447
Bahar, İ., Atılgan, A. R., Demirel, M. C., & Erman, B. (1998) · Physical Review Letters · doi:10.1103/physrevlett.80.2733 · Cited by 442
Evolutionary information for specifying a protein fold
Socolich, M., Lockless, S. W., Russ, W. P., Lee, H. J., Gardner, K. H., & Ranganathan, R. (2005) · Nature · doi:10.1038/nature03991 · Cited by 437
Wei, G., Xi, W., Nussinov, R., & Ma, B. (2016) · Chemical Reviews · doi:10.1021/acs.chemrev.5b00562 · Cited by 436
Allostery in Its Many Disguises: From Theory to Applications
Wodak, S. J., Paci, E., Dokholyan, N. V., Berezovsky, I. N., Horovitz, A., Li, J., Hilser, V. J., Bahar, I., Karanicolas, J., Stock, G., et al. (2019) · Structure · doi:10.1016/j.str.2019.01.003 · Cited by 404
Three-dimensional reconstruction of protein networks provides insight into human genetic disease
Wang, X., Wei, X., Thijssen, B., Das, J., Lipkin, S. M., & Yu, H. (2012) · Nature Biotechnology · doi:10.1038/nbt.2106 · Cited by 385
The power of protein interaction networks for associating genes with diseases
Navlakha, S., & Kingsford, C. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btq076 · Cited by 355
Chemical Paleogenetics. Molecular "Restoration Studies" of Extinct Forms of Life.
Pauling, L. C., Zuckerkandl, E., Henriksen, T., & Løvstad, R. A. (1963) · Acta chemica Scandinavica/Acta chemica Scandinavica. B, Organic chemistry and biochemistry/Acta chemica Scandinavica. A, Physical and inorganic chemistry/Acta chemica Scandinavica. Series B. Organic chemistry and biochemistry/Acta chemica Scandinavica. Series A, Physical and inorganic chemistry · doi:10.3891/acta.chem.scand.17s-0009 · Cited by 313
The role of protein dynamics in the evolution of new enzyme function
Campbell, E., Kaltenbach, M., Correy, G. J., Carr, P. D., Porebski, B. T., Livingstone, E. K., Afriat-Jurnou, L., Buckle, A. M., Weik, M., Hollfelder, F., et al. (2016) · Nature Chemical Biology · doi:10.1038/nchembio.2175 · Cited by 311
MUTATIONAL EFFECTS ON PROTEIN STABILITY
Alber, T. (1989) · Annual Review of Biochemistry · doi:10.1146/annurev.bi.58.070189.004001 · Cited by 309
Zheng, W., Brooks, B. R., & Thirumalai, D. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0510426103 · Cited by 261
Tunçbağ, N., Gürsoy, A., & Keskin, Ö. (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp240 · Cited by 259
Hyperstability and Substrate Promiscuity in Laboratory Resurrections of Precambrian β-Lactamases
Risso, V. A., Gavira, J. A., Mejia-Carmona, D. F., Gaucher, E. A., & Sánchez‐Ruiz, J. M. (2013) · Journal of the American Chemical Society · doi:10.1021/ja311630a · Cited by 258
Structure of acid β-glucosidase with pharmacological chaperone provides insight into Gaucher disease
Lieberman, R. L., Wustman, B. A., Huertas, P. E., Powe, A. C., Pine, C. W., Khanna, R., Schlossmacher, M. G., Ringe, D., & Petsko, G. A. (2006) · Nature Chemical Biology · doi:10.1038/nchembio850 · Cited by 254
The interface of protein structure, protein biophysics, and molecular evolution
Liberles, D. A., Teichmann, S. A., Bahar, İ., Bastolla, U., Bloom, J. D., Bornberg‐Bauer, E., Colwell, L. J., de Koning, A. P. J., Dokholyan, N. V., Echave, J., et al. (2012) · Protein Science · doi:10.1002/pro.2071 · Cited by 224
Evolution of increased complexity in a molecular machine
Finnigan, G. C., Hanson-Smith, V., Stevens, T. H., & Thornton, J. W. (2012) · Nature · doi:10.1038/nature10724 · Cited by 219
The role of distant mutations and allosteric regulation on LovD active site dynamics
Jiménez‐Osés, G., Osuna, S., Gao, X., Sawaya, M. R., Gilson, L., Collier, S. J., Huisman, G. W., Yeates, T. O., Tang, Y., & Houk, K. N. (2014) · Nature Chemical Biology · doi:10.1038/nchembio.1503 · Cited by 211
Dynamic allostery can drive cold adaptation in enzymes
Saavedra, H. G., Wrabl, J. O., Anderson, J. A., Li, J., & Hilser, V. J. (2018) · Nature · doi:10.1038/s41586-018-0183-2 · Cited by 210
Single-molecule paleoenzymology probes the chemistry of resurrected enzymes
Pérez‐Jiménez, R., Inglés‐Prieto, Á., Zhao, Z., Sánchez-Romero, I., Alegre‐Cebollada, J., Kosuri, P., Garcia-Manyes, S., Kappock, T. J., Tanokura, M., Holmgren, A., et al. (2011) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2020 · Cited by 202
Gerek, Z. N., & Ozkan, S. B. (2011) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002154 · Cited by 181
Self-citationEvolutionary Optimization of Computationally Designed Enzymes: Kemp Eliminases of the KE07 Series
Khersonsky, O., Röthlisberger, D., Dym, O., Albeck, S., Jackson, C. J., Baker, D. A., & Tawfik, D. S. (2009) · Journal of Molecular Biology · doi:10.1016/j.jmb.2009.12.031 · Cited by 178
Divergent evolution of protein conformational dynamics in dihydrofolate reductase
Bhabha, G., Ekiert, D. C., Jennewein, M. F., Zmasek, C. M., Tuttle, L. M., Kroon, G. J. A., Dyson, H. J., Godzik, A., Wilson, I. A., & Wright, P. E. (2013) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.2676 · Cited by 172
Measuring and comparing structural fluctuation patterns in large protein datasets
Fuglebakk, E., Echave, J., & Reuter, N. (2012) · Bioinformatics · doi:10.1093/bioinformatics/bts445 · Cited by 160
Sequence Evolution Correlates with Structural Dynamics
Liu, Y., & Bahar, İ. (2012) · Molecular Biology and Evolution · doi:10.1093/molbev/mss097 · Cited by 158
Principles of Allosteric Interactions in Cell Signaling
Nussinov, R., Tsai, C.-J., & Liu, J. (2014) · Journal of the American Chemical Society · doi:10.1021/ja510028c · Cited by 154
Zou, T., Risso, V. A., Gavira, J. A., Sánchez‐Ruiz, J. M., & Ozkan, S. B. (2014) · Molecular Biology and Evolution · doi:10.1093/molbev/msu281 · Cited by 146
Self-citationManipulation of Conformational Change in Proteins by Single-Residue Perturbations
Atılgan, C., Gerek, Z. N., Ozkan, S. B., & Atılgan, A. R. (2010) · Biophysical Journal · doi:10.1016/j.bpj.2010.05.020 · Cited by 143
Self-citationHilser, V. J. (2010) · Science · doi:10.1126/science.1186121 · Cited by 141
Conservation of Protein Structure over Four Billion Years
Inglés‐Prieto, Á., Ibarra‐Molero, B., Delgado-Delgado, A., Pérez‐Jiménez, R., Fernández, J. M., Gaucher, E. A., Sánchez‐Ruiz, J. M., & Gavira, J. A. (2013) · Structure · doi:10.1016/j.str.2013.06.020 · Cited by 141
Rescue of conformational dynamics in enzyme catalysis by directed evolution
Otten, R., Liu, L., Kenner, L. R., Clarkson, M. W., Mavor, D., Tawfik, D. S., Kern, D., & Fraser, J. S. (2018) · Nature Communications · doi:10.1038/s41467-018-03562-9 · Cited by 130
Adaptability of protein structures to enable functional interactions and evolutionary implications
Haliloǧlu, T., & Bahar, İ. (2015) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2015.07.007 · Cited by 128
Knudsen, M., & Wiuf, C. (2010) · Human Genomics · doi:10.1186/1479-7364-4-3-207 · Cited by 122
Zheng, W., Brooks, B. R., Doniach, S., & Thirumalai, D. (2005) · Structure · doi:10.1016/j.str.2005.01.017 · Cited by 121
Symmetry, Rigidity, and Allosteric Signaling: From Monomeric Proteins to Molecular Machines
Thirumalai, D., Hyeon, C., Zhuravlev, P. I., & Lorimer, G. H. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00760 · Cited by 108
Geng, C., Xue, L. C., Roel‐Touris, J., & Bonvin, A. M. J. J. (2019) · Wiley Interdisciplinary Reviews Computational Molecular Science · doi:10.1002/wcms.1410 · Cited by 104
Structural dynamics flexibility informs function and evolution at a proteome scale
Gerek, Z. N., Kumar, S., & Ozkan, S. B. (2013) · Evolutionary Applications · doi:10.1111/eva.12052 · Cited by 103
Self-citationEvolutionary conservation of protein vibrational dynamics
Maguid, S., Fernández-Alberti, S., & Echave, J. (2008) · Gene · doi:10.1016/j.gene.2008.06.002 · Cited by 94
Hobbs, J. K., Shepherd, C., Saul, D. J., Demetras, N. J., Haaning, S., Monk, C. R., Daniel, R. M., & Arcus, V. L. (2011) · Molecular Biology and Evolution · doi:10.1093/molbev/msr253 · Cited by 92
Structural dynamics is a determinant of the functional significance of missense variants
Ponzoni, L., & Bahar, İ. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1715896115 · Cited by 91
Protein engineering: the potential of remote mutations
Wilding, M., Hong, N., Spence, M. A., Buckle, A. M., & Jackson, C. J. (2019) · Biochemical Society Transactions · doi:10.1042/bst20180614 · Cited by 87
Hidden randomness between fitness landscapes limits reverse evolution.
Tan, L.-Z., Serene, S., Chao, H.-X., & Gore, J. (2011) · Physical Review Letters · doi:10.1103/physrevlett.106.198102 · Cited by 86
Liang, Z. T., Verkhivker, G. M., & Hu, G. (2019) · Briefings in Bioinformatics · doi:10.1093/bib/bbz029 · Cited by 85
Biotechnological and protein-engineering implications of ancestral protein resurrection
Risso, V. A., Sánchez‐Ruiz, J. M., & Ozkan, S. B. (2018) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2018.02.007 · Cited by 84
Self-citationPhylomedicine: an evolutionary telescope to explore and diagnose the universe of disease mutations
Kumar, S., Dudley, J. T., Filipski, A., & Liu, L. (2011) · Trends in Genetics · doi:10.1016/j.tig.2011.06.004 · Cited by 81
Self-citationKim, H., Zou, T., Modi, C. K., Dörner, K., Grunkemeyer, T. J., Chen, L., Fromme, R., Matz, M. V., Ozkan, S. B., & Wachter, R. M. (2015) · Structure · doi:10.1016/j.str.2014.11.011 · Cited by 80
Self-citationRisso, V. A., Manssour-Triedo, F., Delgado-Delgado, A., Arco, R., Jesus, A. B.-D., Inglés‐Prieto, Á., Godoy‐Ruiz, R., Gavira, J. A., Gaucher, E. A., Ibarra‐Molero, B., et al. (2014) · Molecular Biology and Evolution · doi:10.1093/molbev/msu312 · Cited by 79
Reverse evolution leads to genotypic incompatibility despite functional and active site convergence
Kaltenbach, M., Jackson, C. J., Campbell, E. C., Hollfelder, F., & Tokuriki, N. (2015) · eLife · doi:10.7554/elife.06492 · Cited by 78
Evolutionary Conservation of Protein Backbone Flexibility
Maguid, S., Fernández-Alberti, S., Parisi, G. D., & Echave, J. (2006) · Journal of Molecular Evolution · doi:10.1007/s00239-005-0209-x · Cited by 76
Limits of multifunctionality in tunable networks
Rocks, J. W., Ronellenfitsch, H., Liu, A. J., Nagel, S. R., & Katifori, E. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1806790116 · Cited by 76
Allostery without conformation change: modelling protein dynamics at multiple scales
McLeish, T. C. B., Rodgers, T. L., & Wilson, M. R. (2013) · Physical Biology · doi:10.1088/1478-3975/10/5/056004 · Cited by 72
Liu, Y., Gierasch, L. M., & Bahar, İ. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000931 · Cited by 71
Subramanian, S., & Kumar, S. (2006) · BMC Genomics · doi:10.1186/1471-2164-7-306 · Cited by 70
Self-citationStructure-Encoded Global Motions and Their Role in Mediating Protein-Substrate Interactions
Bahar, İ., Cheng, M. H., Lee, J. Y., Kaya, C., & Zhang, S. (2015) · Biophysical Journal · doi:10.1016/j.bpj.2015.06.004 · Cited by 67
Coarse-Grained Model Of Entropic Allostery
Hawkins, R. J., & McLeish, T. C. B. (2004) · Physical Review Letters · doi:10.1103/physrevlett.93.098104 · Cited by 67
Perturbation–Response Scanning Reveals Key Residues for Allosteric Control in Hsp70
Penkler, D. L., Şensoy, Ö., Atılgan, C., & Bishop, Ö. T. (2017) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.6b00775 · Cited by 65
Modi, T., Huihui, J., Ghosh, K., & Ozkan, S. B. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0184 · Cited by 64
Self-citationProtein evolution speed depends on its stability and abundance and on chaperone concentrations
Agozzino, L., & Dill, K. A. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1810194115 · Cited by 64
The Role of Conformational Dynamics and Allostery in the Disease Development of Human Ferritin
Kumar, A., Glembo, T. J., & Ozkan, S. B. (2015) · Biophysical Journal · doi:10.1016/j.bpj.2015.06.060 · Cited by 61
Self-citationE pluribus unum, no more: from one crystal, many conformations
Woldeyes, R. A., Sivak, D. A., & Fraser, J. S. (2014) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2014.07.005 · Cited by 59
Kumar, S., Suleski, M., Markov, G. J., Lawrence, S., Marco, A. D., & Filipski, A. J. (2009) · Genome Research · doi:10.1101/gr.091991.109 · Cited by 58
Self-citationStructural plasticity of an aminoacyl-tRNA synthetase active site
Turner, J. M., Graziano, J. J., Spraggon, G., & Schultz, P. G. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601756103 · Cited by 55
Shared Signature Dynamics Tempered by Local Fluctuations Enables Fold Adaptability and Specificity
Zhang, S., Li, H., Krieger, J., & Bahar, İ. (2019) · Molecular Biology and Evolution · doi:10.1093/molbev/msz102 · Cited by 55
Exploitation of Latent Allostery Enables the Evolution of New Modes of MAP Kinase Regulation
Coyle, S. M., Flores, J. A., & Lim, W. A. (2013) · Cell · doi:10.1016/j.cell.2013.07.019 · Cited by 54
Mishra, S. K., & Jernigan, R. L. (2018) · PLoS ONE · doi:10.1371/journal.pone.0199225 · Cited by 54
Cryptic genetic variation shapes the adaptive evolutionary potential of enzymes
Baier, F., Hong, N., Yang, G., Pabis, A., Miton, C. M., Barrozo, A. H., Carr, P. D., Kamerlin, S. C. L., Jackson, C. J., & Tokuriki, N. (2019) · eLife · doi:10.7554/elife.40789 · Cited by 54
A flexible docking scheme to explore the binding selectivity of PDZ domains
Gerek, Z. N., & Ozkan, S. B. (2010) · Protein Science · doi:10.1002/pro.366 · Cited by 49
Self-citationYang, G., Hong, N., Baier, F., Jackson, C. J., & Tokuriki, N. (2016) · Biochemistry · doi:10.1021/acs.biochem.6b00561 · Cited by 49
Computational predictors fail to identify amino acid substitution effects at rheostat positions
Miller, M. J., Bromberg, Y., & Swint‐Kruse, L. (2017) · Scientific Reports · doi:10.1038/srep41329 · Cited by 49
Mutations Utilize Dynamic Allostery to Confer Resistance in TEM-1 β-lactamase
Modi, T., & Ozkan, S. B. (2018) · International Journal of Molecular Sciences · doi:10.3390/ijms19123808 · Cited by 48
Self-citationUsing Evolution to Guide Protein Engineering: The Devil IS in the Details
Swint‐Kruse, L. (2016) · Biophysical Journal · doi:10.1016/j.bpj.2016.05.030 · Cited by 42
Larrimore, K. E., Kazan, I. C., Kannan, L., Kendle, R., Jamal, T., Barcus, M., Bolia, A., Brimijoin, S., Zhan, C., Ozkan, S. B., et al. (2017) · Scientific Reports · doi:10.1038/s41598-017-10571-z · Cited by 40
Self-citationEvolutionary profiles from the QR factorization of multiple sequence alignments
Sethi, A., O’Donoghue, P., & Luthey-Schulten, Z. A. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0409715102 · Cited by 39
Characterization of Differential Dynamics, Specificity, and Allostery of Lipoxygenase Family Members
Mikulska‐Ruminska, K., Shrivastava, I. H., Krieger, J., Zhang, S., Li, H., Bayır, H., Wenzel, S. E., VanDemark, A. P., Kagan, V. E., & Bahar, İ. (2019) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.9b00006 · Cited by 38
Conformational dynamics of nonsynonymous variants at protein interfaces reveals disease association
Butler, B. M., Gerek, Z. N., Kumar, S., & Ozkan, S. B. (2014) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.24748 · Cited by 36
Self-citationAbrusán, G., & Marsh, J. A. (2019) · Molecular Biology and Evolution · doi:10.1093/molbev/msz093 · Cited by 35
Townsend, P. D., Rodgers, T. L., Glover, L. C., Korhonen, H. J., Richards, S. A., Colwell, L. J., Pohl, E., Wilson, M. R., Hodgson, D. R. W., McLeish, T. C. B., et al. (2015) · Journal of Biological Chemistry · doi:10.1074/jbc.m115.669267 · Cited by 34
Mishra, S. K., Kandoi, G., & Jernigan, R. L. (2019) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.25749 · Cited by 33
Engineering ancestral protein hyperstability
Romero, M. L. R., Risso, V. A., Martínez‐Rodríguez, S., Ibarra‐Molero, B., & Sánchez‐Ruiz, J. M. (2016) · Biochemical Journal · doi:10.1042/bcj20160532 · Cited by 30
Kumar, A., Butler, B. M., Kumar, S., & Ozkan, S. B. (2015) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2015.11.002 · Cited by 29
Self-citationComparative Modeling in Structural Genomics
Moult, J. (2008) · Structure · doi:10.1016/j.str.2007.12.001 · Cited by 28
Ponzoni, L., Zhang, S., Cheng, M. H., & Bahar, İ. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0177 · Cited by 28
Adaptive BP-Dock: An Induced Fit Docking Approach for Full Receptor Flexibility
Bolia, A., & Ozkan, S. B. (2016) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.5b00587 · Cited by 26
Self-citationCopp, J. N., Anderson, D. W., Akiva, E., Babbitt, P. C., & Tokuriki, N. (2019) · Methods in enzymology on CD-ROM/Methods in enzymology · doi:10.1016/bs.mie.2019.03.015 · Cited by 26
Revealing evolutionary constraints on proteins through sequence analysis
Wang, S., Bitbol, A., & Wingreen, N. S. (2019) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1007010 · Cited by 25
The binding affinities of proteins interacting with the PDZ domain of PICK1
Bolia, A., Gerek, Z. N., Keskin, Ö., Ozkan, S. B., & Dev, K. K. (2012) · Proteins Structure Function and Bioinformatics · doi:10.1002/prot.24034 · Cited by 24
Self-citationGobeil, S., Ebert, M. C. C. J. C., Park, J., Gagné, D., Doucet, N., Berghuis, A. M., Pleiss, J., & Pelletier, J. N. (2019) · Scientific Reports · doi:10.1038/s41598-019-42866-8 · Cited by 23
Allosteric Modulation of Binding Specificity by Alternative Packing of Protein Cores
Ben-David, M., Huang, H., Sun, M., Corbi‐Verge, C., Petsalaki, E., Liu, K., Gfeller, D., Garg, P., Tempel, W., Sochirca, I., et al. (2018) · Journal of Molecular Biology · doi:10.1016/j.jmb.2018.11.018 · Cited by 22
The CHAIN program: forging evolutionary links to underlying mechanisms
Neuwald, A. F. (2007) · Trends in Biochemical Sciences · doi:10.1016/j.tibs.2007.08.009 · Cited by 19
Coevolving residues inform protein dynamics profiles and disease susceptibility of nSNVs
Butler, B. M., Kazan, I. C., Kumar, A., & Ozkan, S. B. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006626 · Cited by 19
Self-citationThe ‘allosteron’ model for entropic allostery of self-assembly
McLeish, T. C. B., Schaefer, C., & von der Heydt, A. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0186 · Cited by 18
Directed evolution of the substrate specificity of dialkylglycine decarboxylase
Taylor, J. L., Price, J. E., & Toney, M. D. (2014) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2014.12.003 · Cited by 17
Resurrected Ancestral Proteins as Scaffolds for Protein Engineering
Risso, V. A., & Sánchez‐Ruiz, J. M. (2017) · Springer eBooks · doi:10.1007/978-3-319-50413-1_9 · Cited by 16
Conformational Dynamics and Cooperativity Drive the Specificity of a Protein-Ligand Interaction
Liu, X., Golden, L. C., Lopez, J. A., Shepherd, T. R., Yu, L. P., & Fuentes, E. J. (2019) · Biophysical Journal · doi:10.1016/j.bpj.2019.05.008 · Cited by 13
Li, Z., Bolia, A., Maxwell, J. D., Bobkov, A. A., Ghirlanda, G., Ozkan, S. B., & Margulis, C. J. (2015) · Biochemistry · doi:10.1021/acs.biochem.5b00635 · Cited by 12
Self-citationAdaptive Landscape of Protein Variation in Human Exomes
Patel, R., Scheinfeldt, L., Sanderford, M. D., Lanham, T. R., Tamura, K., Platt, A., Glicksberg, B. S., Xu, K., Dudley, J. T., & Kumar, S. (2018) · Molecular Biology and Evolution · doi:10.1093/molbev/msy107 · Cited by 11
Self-citationCurado-Carballada, C., Feixas, F., & Osuna, S. (2019) · Advanced Synthesis and Catalysis · doi:10.1002/adsc.201900158 · Cited by 7
Research works printed but not linked: 3
- Keskin O, 2000, Anticancer Drug Des, 15, 79
- Kimura M., 1991, Idengaku Zasshi, 66, 367
- Knies JL, 2017, Mol. Biol. Evol., 34, 1040
Cited by
Sorted by citations
Modeling conformational states of proteins with AlphaFold
Sala, D., Engelberger, F., Mchaourab, H. S., & Meiler, J. (2023) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2023.102645 · Cited by 182
AlphaFold, Artificial Intelligence (AI), and Allostery
Nussinov, R., Zhang, M., Liu, Y., & Jang, H. (2022) · The Journal of Physical Chemistry B · doi:10.1021/acs.jpcb.2c04346 · Cited by 190
RING 3.0: fast generation of probabilistic residue interaction networks from structural ensembles
Clementel, D., Conte, A. D., Monzón, A. M., Camagni, G. F., Minervini, G., Piovesan, D., & Tosatto, S. C. E. (2022) · Nucleic Acids Research · doi:10.1093/nar/gkac365 · Cited by 175
The challenge of predicting distal active site mutations in computational enzyme design
Osuna, S. (2020) · Wiley Interdisciplinary Reviews Computational Molecular Science · doi:10.1002/wcms.1502 · Cited by 166
Loop dynamics and the evolution of enzyme activity
Corbella, M., Pinto, G., & Kamerlin, S. C. L. (2023) · Nature Reviews Chemistry · doi:10.1038/s41570-023-00495-w · Cited by 159
Metadata
- Authors
- Campitelli, P., Modi, T., Kumar, S., & Ozkan, S. B.
- Affiliations
- Arizona State University (US)
- King Abdulaziz University (SA)
- Venue
- Annual Review of Biophysics
- Publisher
- Annual Reviews
- Published
- 2020-05-06
- Volume
- 49
- Issue
- 1
- Pages
- 267-288
- ISSN
- 1936-122X (ISSN-L)
- 1936-1238
- OpenAlex
- W3007324177
- Cited by
- 190
- References
- 112
- Citations by year
- 2026: 17 · 2025: 40 · 2024: 31 · 2023: 31 · 2022: 28 · 2021: 32 · 2020: 11
- FWCI
- 2.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Annual Review of Biophysics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Keywords
- protein evolution, conformational dynamics, allosteric regulation, ancestral proteins, disease-associated mutations, active site dynamics, protein flexibility, functional adaptation
- MeSH terms
- Allosteric Regulation, Humans, Mutation, Protein Conformation, Proteins, Evolution, Molecular
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