SELECTION FOR FITNESS VERSUS SELECTION FOR ROBUSTNESS IN RNA SECONDARY STRUCTURE FOLDING
Abstract
I investigate the competition between two quasispecies residing on two disparate neutral networks. Under the assumption that the two neutral networks have different topologies and fitness levels, it is the mutation rate that determines which quasispecies will eventually be driven to extinction. For small mutation rates, I find that the quasispecies residing on the neutral network with the lower replication rate will disappear. For higher mutation rates, however, the faster replicating sequences may be outcompeted by the slower replicating ones if the connection density on the second neutral network is sufficiently high. The analytical results are in excellent agreement with flow-reactor simulations of replicating RNA sequences.
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Too much lethal mutation pushes the population to the extinction threshold and stops self-replication of the protocell.
“too much lethal mutation push the population to the extinction threshold [15] and the self-replication of proto-cell will stop.”
From Lethal mutants and truncated selection together solve a paradox of the origin of life (2011) · cites this paper as [15]
The suggested mechanism solves the error threshold for the second stage, but not for the third stage.
“The mechanism we suggested solves the error threshold for the second stage, but not for the third stage: too much lethal mutation push the population to the extinction threshold [15] and the self-replication of proto-cell will stop.”
From Lethal mutants and truncated selection together solve a paradox of the origin of life (2011) · cites this paper as [15]
Cites
An introduction to probability theory and its applications
(1958) · Journal of the Franklin Institute · doi:10.1016/0016-0032(58)90688-4 · Cited by 29,620 · see citing works
An Introduction to Probability Theory and Its Applications.
Bharucha-Reid, A. T., & Feller, W. (1967) · American Mathematical Monthly · doi:10.2307/2314609 · Cited by 6,180 · see citing works
Gillespie, D. T. (1976) · Journal of Computational Physics · doi:10.1016/0021-9991(76)90041-3 · Cited by 6,029 · see citing works
Introduction to Phase Transitions and Critical Phenomena
Stanley, H. E., & Wong, V. K. (1972) · American Journal of Physics · doi:10.1119/1.1986710 · Cited by 4,108 · see citing works
Introduction to Phase Transitions and Critical Phenomena
Stanley, E., & Ahlers, G. (1973) · Physics Today · doi:10.1063/1.3127900 · Cited by 3,690 · see citing works
Fast folding and comparison of RNA secondary structures
Hofacker, I. L., Fontana, W., Stadler, P. F., Bonhoeffer, S., Tacker, M., & Schuster, P. M. (1994) · Monatshefte für Chemie - Chemical Monthly · doi:10.1007/bf00818163 · Cited by 2,314 · see citing works
The Hypercycle: A principle of natural self-organization
Eigen, M., & Schuster, P. M. (1979) · Cited by 1,906 · see citing works
Mathematical Population Genetics
Baake, E., Ewens, W. J., & Wakolbinger, A. (2006) · Oberwolfach Reports · doi:10.4171/owr/2005/40 · Cited by 1,683 · see citing works
RNA VIRUS MUTATIONS AND FITNESS FOR SURVIVAL
Domingo, E., & Holland, J. J. (1997) · Annual Review of Microbiology · doi:10.1146/annurev.micro.51.1.151 · Cited by 1,514 · see citing works
A Mathematical Theory of Natural and Artificial Selection, Part V: Selection and Mutation
Haldane, J. B. S. (1927) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s0305004100015644 · Cited by 1,326 · see citing works
Eigen, M., & Schuster, P. (1979) · doi:10.1007/978-3-642-67247-7 · Cited by 949 · see citing works
Diffusion models in population genetics
Kimura, M. (1964) · Journal of Applied Probability · doi:10.2307/3211856 · Cited by 771 · see citing works
The Natural Selection of Populations and Communities.
Panter‐Brick, C., & Wilson, D. S. (1981) · Population Studies · doi:10.2307/2174952 · Cited by 753 · see citing works
Mathematical Population Genetics.
Weir, B. S., & Ewens, W. J. (1980) · Biometrics · doi:10.2307/2556131 · Cited by 752 · see citing works
Rates of spontaneous mutation among RNA viruses.
Drake, J. W. (1993) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.90.9.4171 · Cited by 715 · see citing works
Eigen, M., McCaskill, J., & Schuster, P. (1988) · The Journal of Physical Chemistry · doi:10.1021/j100335a010 · Cited by 670 · see citing works
Evolution of digital organisms at high mutation rates leads to survival of the flattest
Wilke, C. O., Wang, J. L., Ofria, C., Lenski, R. E., & Adami, C. (2001) · Nature · doi:10.1038/35085569 · Cited by 623 · see citing works
Self-citationNeutral evolution of mutational robustness
van Nimwegen, E., Crutchfield, J. P., & Huynen, M. A. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.17.9716 · Cited by 566 · see citing works
Eigen, M., McCaskill, J. S., & Schuster, P. M. (1989) · Advances in chemical physics · doi:10.1002/9780470141243.ch4 · Cited by 536 · see citing works
Smoothness within ruggedness: the role of neutrality in adaptation.
Huynen, M. A., Stadler, P. F., & Fontana, W. (1996) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.93.1.397 · Cited by 527 · see citing works
Plasticity, evolvability, and modularity in RNA
Ancel, L. W., & Fontana, W. (2000) · Journal of Experimental Zoology · doi:10.1002/1097-010x(20001015)288:3 · Cited by 471 · see citing works
Walter, A. E., Turner, D. H., Kim, J., Lyttle, M. H., Müller, P., Mathews, D. H., & Zuker, M. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.20.9218 · Cited by 466 · see citing works
Lenski, R. E., & Levin, B. R. (1985) · The American Naturalist · doi:10.1086/284364 · Cited by 460 · see citing works
Continuity in evolution: on the nature of transitions.
Fontana, W., & Schuster, P. (1998) · Science · doi:10.1126/science.280.5368.1451 · Cited by 456 · see citing works
Evolution and speciation on holey adaptive landscapes
Gavrilets, S. (1997) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(97)01098-7 · Cited by 380 · see citing works
Evolvability of an RNA virus is determined by its mutational neighbourhood
Burch, C. L., & Chao, L. (2000) · Nature · doi:10.1038/35020564 · Cited by 276 · see citing works
Modeling evolutionary landscapes: Mutational stability, topology, and superfunnels in sequence space
Bornberg‐Bauer, E., & Chan, H. S. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.19.10689 · Cited by 257 · see citing works
RNA folding and combinatory landscapes
Fontana, W., Stadler, P. F., Bornberg‐Bauer, E., Griesmacher, T., Hofacker, I. L., Tacker, M., Tarazona, P., Weinberger, E. D., & Schuster, P. M. (1993) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.47.2083 · Cited by 234 · see citing works
Stationary mutant distributions and evolutionary optimization
Schuster, P., & Swetina, J. (1988) · Bulletin of Mathematical Biology · doi:10.1016/s0092-8240(88)80059-4 · Cited by 202 · see citing works
Nowak, M. A. (1992) · Trends in Ecology & Evolution · doi:10.1016/0169-5347(92)90145-2 · Cited by 192 · see citing works
The evolution of RNA viruses: A population genetics view
Moyá, A., Elena, S. F., Bracho, M. A., Miralles, R., & Barrio, E. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.13.6967 · Cited by 176 · see citing works
Why are proteins so robust to site mutations?
Taverna, D. M., & Goldstein, R. A. (2002) · Journal of Molecular Biology · doi:10.1006/jmbi.2001.5226 · Cited by 157 · see citing works
Percolation on the Fitness Hypercube and the Evolution of Reproductive Isolation
Gavrilets, S., & Gravner, J. (1997) · Journal of Theoretical Biology · doi:10.1006/jtbi.1996.0242 · Cited by 148 · see citing works
Adaptive Evolution on Neutral Networks
Wilke, C. O. (2001) · Bulletin of Mathematical Biology · doi:10.1006/bulm.2001.0244 · Cited by 128 · see citing works
Self-citationDynamic fitness landscapes in molecular evolution
Wilke, C. O. (2001) · Physics Reports · doi:10.1016/s0370-1573(00)00118-6 · Cited by 112 · see citing works
Self-citationExtreme heterogeneity in populations of vesicular stomatitis virus
Steinhauer, D. A., de la Torre, J. C., Meier, E., & Holland, J. J. (1989) · Journal of Virology · doi:10.1128/jvi.63.5.2072-2080.1989 · Cited by 99 · see citing works
(2002) · Natural computing series · doi:10.1007/978-3-642-55606-7 · Cited by 95 · see citing works
Replication and Mutation on Neutral Networks
Reidys, C. M. (2001) · Bulletin of Mathematical Biology · doi:10.1006/bulm.2000.0206 · Cited by 86 · see citing works
Chance and necessity in evolution: lessons from RNA
Schuster, P., & Fontana, W. (1999) · Physica D Nonlinear Phenomena · doi:10.1016/s0167-2789(99)00076-7 · Cited by 71 · see citing works
Replication and Evolution of Short-chained RNA Species Replicated by Q ReplicasePreprint
Biebricher, C. Κ. (1987) · Cold Spring Harbor Symposia on Quantitative Biology · doi:10.1101/sqb.1987.052.01.035 · Cited by 45 · see citing works
Molecular evolution of RNA in vitro
Biebricher, C. Κ., & Gardiner, W. C. (1997) · Biophysical Chemistry · doi:10.1016/s0301-4622(97)00059-8 · Cited by 37 · see citing works
The natural selection of populations and communities
Wilson, D. S. (1980) · Cited by 36 · see citing works
Evolution of Genetic Organization in Digital Organisms
Ofria, C., & Adami, C. (2002) · Natural computing series · doi:10.1007/978-3-642-55606-7_15 · Cited by 28 · see citing works
Group selection models in prebiotic evolution
Alves, D., Campos, P. R. A., Silva, A. T. C., & Fontanari, J. F. (2000) · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · doi:10.1103/physreve.63.011911 · Cited by 27 · see citing works
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Selection for Robustness in Mutagenized RNA Viruses
Sanjuán, R., Cuevas, J. M., Furió, V., Holmes, E. C., & Moyá, A. (2005) · PLoS Genetics · doi:10.1371/journal.pgen.0030093 · Cited by 369 · see citing works
Adaptive Value of High Mutation Rates of RNA Viruses: Separating Causes from Consequences
Elena, S. F., & Sanjuán, R. (2005) · Journal of Virology · doi:10.1128/jvi.79.18.11555-11558.2005 · Cited by 320 · see citing works
Quasispecies theory in the context of population genetics
Wilke, C. O. (2005) · BMC Evolutionary Biology · doi:10.1186/1471-2148-5-44 · Cited by 276 · see citing works
Self-citationCodoñer, F. M., Daròs, J., Solé, R. V., & Elena, S. F. (2006) · PLoS Pathogens · doi:10.1371/journal.ppat.0020136 · Cited by 184 · see citing works
Bull, J. J., Ancel, L. W., & Lachmann, M. (2005) · PLoS Computational Biology · doi:10.1371/journal.pcbi.0010061 · Cited by 178 · see citing works
Evolution of mutational robustness
Wilke, C. O., & Adami, C. (2003) · Mutation research. Fundamental and molecular mechanisms of mutagenesis · doi:10.1016/s0027-5107(02)00307-x · Cited by 136 · see citing works
Self-citationVirus Evolution: Insights from an Experimental Approach
Elena, S. F., & Sanjuán, R. (2007) · Annual Review of Ecology, Evolution, and Systematics · doi:10.1146/annurev.ecolsys.38.091206.095637 · Cited by 131 · see citing works
Exact solution of the Eigen model with general fitness functions and degradation rates
Saakian, D. B., & Hu, C.-K. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0504924103 · Cited by 122 · see citing works
Evolutionary dynamics of RNA-like replicator systems: A bioinformatic approach to the origin of life
Takeuchi, N., & Hogeweg, P. (2012) · Physics of Life Reviews · doi:10.1016/j.plrev.2012.06.001 · Cited by 111 · see citing works
Gros, P.-A., Nagard, H. L., & Tenaillon, O. (2009) · Genetics · doi:10.1534/genetics.108.099127 · Cited by 109 · see citing works
Robustness promotes evolvability of thermotolerance in an RNA virus
McBride, R. C., Ogbunugafor, C. B., & Turner, P. E. (2008) · BMC Evolutionary Biology · doi:10.1186/1471-2148-8-231 · Cited by 105 · see citing works
Takeuchi, N., & Hogeweg, P. (2009) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000542 · Cited by 104 · see citing works
A Long-Term Evolutionary Pressure on the Amount of Noncoding DNA
Knibbe, C., Coulon, A., Mazet, O., Fayard, J., & Beslon, G. (2007) · Molecular Biology and Evolution · doi:10.1093/molbev/msm165 · Cited by 96 · see citing works
The Influence of Higher-Order Epistasis on Biological Fitness Landscape Topography
Weinreich, D. M., Lan, Y., Jaffe, J., & Heckendorn, R. B. (2018) · Journal of Statistical Physics · doi:10.1007/s10955-018-1975-3 · Cited by 90 · see citing works
Fitness Declines in Tobacco Etch Virus upon Serial Bottleneck Transfers
de la Iglesia, F., & Elena, S. F. (2007) · Journal of Virology · doi:10.1128/jvi.02528-06 · Cited by 80 · see citing works
EFFECTS OF POPULATION SIZE AND MUTATION RATE ON THE EVOLUTION OF MUTATIONAL ROBUSTNESS
Elena, S. F., Wilke, C. O., Ofria, C., & Lenski, R. E. (2007) · Evolution · doi:10.1111/j.1558-5646.2007.00064.x · Cited by 73 · see citing works
Self-citationCompensatory mutations cause excess of antagonistic epistasis in RNA secondary structure folding
Wilke, C. O., Lenski, R. E., & Adami, C. (2003) · BMC Evolutionary Biology · doi:10.1186/1471-2148-3-3 · Cited by 72 · see citing works
Self-citationEvolution of complexity in RNA-like replicator systems
Takeuchi, N., & Hogeweg, P. (2008) · Biology Direct · doi:10.1186/1745-6150-3-11 · Cited by 68 · see citing works
Phenotypic mixing and hiding may contribute to memory in viral quasispecies
Wilke, C. O., & Novella, I. S. (2003) · BMC Microbiology · doi:10.1186/1471-2180-3-11 · Cited by 63 · see citing works
Self-citationSelective pressures on genomes in molecular evolution
Ofria, C., Adami, C., & Collier, T. C. (2003) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(03)00062-6 · Cited by 60 · see citing works
Phenotypic error threshold; additivity and epistasis in RNA evolution
Takeuchi, N., Poorthuis, P. H., & Hogeweg, P. (2005) · BMC Evolutionary Biology · doi:10.1186/1471-2148-5-9 · Cited by 54 · see citing works
Modular evolution and increase of functional complexity in replicating RNA molecules
Manrubia, S. C., & Briones, C. (2006) · RNA · doi:10.1261/rna.203006 · Cited by 54 · see citing works
Kamp, C., Wilke, C. O., Adami, C., & Bornholdt, S. (2002) · Complexity · doi:10.1002/cplx.10067 · Cited by 54 · see citing works
Self-citationLethal mutagenesis of bacteria.
Bull, J. J., & Wilke, C. O. (2008) · Genetics · doi:10.1534/genetics.108.091413 · Cited by 48 · see citing works
Self-citationThe origin of a primordial genome through spontaneous symmetry breaking
Takeuchi, N., Hogeweg, P., & Kaneko, K. (2017) · Nature Communications · doi:10.1038/s41467-017-00243-x · Cited by 48 · see citing works
Simple quasispecies models for the survival-of-the-flattest effect: The role of space
Josep Sardanyés, A., Elena, S. F., & Solé, R. V. (2007) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2007.10.027 · Cited by 46 · see citing works
Evolution of Robustness in Digital Organisms
Edlund, J. A., & Adami, C. (2004) · Artificial Life · doi:10.1162/106454604773563595 · Cited by 44 · see citing works
On the networked architecture of genotype spaces and its critical effects on molecular evolution
Aguirre, J., Catalán, P., Cuesta, J. A., & Manrubia, S. (2018) · Open Biology · doi:10.1098/rsob.180069 · Cited by 44 · see citing works
Decanalizing thinking on genetic canalization
Geiler‐Samerotte, K., Sartori, F. M. O., & Siegal, M. L. (2018) · Seminars in Cell and Developmental Biology · doi:10.1016/j.semcdb.2018.05.008 · Cited by 40 · see citing works
Collective properties of evolving molecular quasispecies
Stich, M., Briones, C., & Manrubia, S. C. (2007) · BMC Evolutionary Biology · doi:10.1186/1471-2148-7-110 · Cited by 39 · see citing works
Probability of Fixation of an Advantageous Mutant in a Viral Quasispecies
Wilke, C. O. (2003) · Genetics · doi:10.1093/genetics/163.2.467 · Cited by 41 · see citing works
Self-citationAguirre, J., Buldú, J. M., & Manrubia, S. C. (2009) · Physical Review E · doi:10.1103/physreve.80.066112 · Cited by 39 · see citing works
Selection for mutational robustness in finite populations
Forster, R., Adami, C., & Wilke, C. O. (2006) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2006.06.020 · Cited by 37 · see citing works
Self-citationThe relationship between the error catastrophe, survival of the flattest, and natural selection
Tejero, H., Marín, A., & Montero, F. (2011) · BMC Evolutionary Biology · doi:10.1186/1471-2148-11-2 · Cited by 33 · see citing works
Wilke, C. O., Reissig, D. D., & Novella, I. S. (2004) · Evolution · doi:10.1111/j.0014-3820.2004.tb00422.x · Cited by 33 · see citing works
Self-citationRecombination and the evolution of mutational robustness
Gardner, A., & Kalinka, A. T. (2006) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2006.01.011 · Cited by 32 · see citing works
Mauro Santos, A., Zintzaras, E., & Szathm�ry, E. (2004) · Journal of Molecular Evolution · doi:10.1007/s00239-004-2642-7 · Cited by 28 · see citing works
Lethal mutants and truncated selection together solve a paradox of the origin of life
Saakian, D. B., Biebricher, C. K., & Hu, C.-K. (2011) · PLoS ONE · doi:10.1371/journal.pone.0021904 · Cited by 27 · see citing works
Tupper, A. S., & Higgs, P. G. (2017) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2017.05.037 · Cited by 20 · see citing works
Robustness and epistasis in mutation-selection models
Wolff, A., & Krug, J. (2009) · Physical Biology · doi:10.1088/1478-3975/6/3/036007 · Cited by 20 · see citing works
Resilient Individuals Improve Evolutionary Search
Soule, T. (2005) · Artificial Life · doi:10.1162/106454606775186437 · Cited by 20 · see citing works
Does Mutational Robustness Inhibit Extinction by Lethal Mutagenesis in Viral Populations?
O’Dea, E. B., Keller, T. E., & Wilke, C. O. (2010) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1000811 · Cited by 19 · see citing works
Self-citationComparing genetic robustness in generational vs. steady state evolutionary algorithms
Jones, J., & Soule, T. (2006) · Genetic and Evolutionary Computation Conference (GECCO) · doi:10.1145/1143997.1144024 · Cited by 19 · see citing works
A quasispecies approach to viral evolution in the context of an adaptive immune system
Kamp, C. (2003) · Microbes and Infection · doi:10.1016/j.micinf.2003.10.001 · Cited by 19 · see citing works
Error and repair catastrophes: A two-dimensional phase diagram in the quasispecies model
Tannenbaum, E., & Shakhnovich, E. I. (2004) · Physical Review E · doi:10.1103/physreve.69.011902 · Cited by 18 · see citing works
Quasispecies in Time-Dependent Environments
Wilke, C. O., Forster, R., & Novella, I. S. (2006) · Springer eBooks · doi:10.1007/3-540-26397-7_2 · Cited by 17 · see citing works
Self-citationButković, A., González, R., Cobo, I., & Elena, S. F. (2020) · Virus Evolution · doi:10.1093/ve/veaa041 · Cited by 16 · see citing works
Schuster, P. M., & Stadler, P. F. (2008) · Elsevier eBooks · doi:10.1016/b978-0-12-374153-0.00001-1 · Cited by 16 · see citing works
Is life impossible? Information, sex, and the origin of complex organisms.
Peck, J. R., & Waxman, D. (2010) · Evolution · doi:10.1111/j.1558-5646.2010.01074.x · Cited by 13 · see citing works
Congruent Evolution of Fitness and Genetic Robustness in Vesicular Stomatitis Virus
Novella, I. S., Presloid, J. B., Beech, C. M., & Wilke, C. O. (2013) · Journal of Virology · doi:10.1128/jvi.02796-12 · Cited by 14 · see citing works
Self-citationAguirre, J., & Manrubia, S. C. (2015) · Scientific Reports · doi:10.1038/srep09664 · Cited by 14 · see citing works
Josep Sardanyés, A., Simó, C., Martínez, R., Solé, R. V., & Elena, S. F. (2014) · Scientific Reports · doi:10.1038/srep04625 · Cited by 13 · see citing works
Why are viral genomes so fragile? The bottleneck hypothesis
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Phenotypic complexity and local variations in neutral degree
Lehre, P. K., & Haddow, P. C. (2006) · Biosystems · doi:10.1016/j.biosystems.2006.09.018 · Cited by 13 · see citing works
Simon?Ando decomposability and fitness landscapes
Shpak, M. (2004) · Theory in Biosciences · doi:10.1016/j.thbio.2004.04.001 · Cited by 13 · see citing works
Quasi-species evolution in subdivided populations favours maximally deleterious mutations
O’Fallon, B. D., Adler, F. R., & Proulx, S. R. (2007) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2007.1228 · Cited by 11 · see citing works
Accessibility between Neutral Networks in Indirect Genotype-Phenotype Mappings
Lehre, P. K., & Haddow, P. C. (2005) · IEEE Congress on Evolutionary Computation (CEC) · doi:10.1109/cec.2005.1554714 · Cited by 11 · see citing works
Bullock, S. (2002) · ePrints Soton (University of Southampton) · Cited by 11 · see citing works
Emergent Robustness in Competition Between Autocatalytic Chemical Networks
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Channon, A., Aston, E., Day, C., & Belavkin, R. V. (2011) · doi:10.7551/978-978-0-262-29714-1-ch021 · Cited by 5 · see citing works
Tradeoff between short-term and long-term adaptation in a changing environment
Forster, R., & Wilke, C. O. (2005) · Physical Review E · doi:10.1103/physreve.72.041922 · Cited by 5 · see citing works
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Kvasnička, V., & Pospı́chal, J. (2003) · Collection of Czechoslovak Chemical Communications · doi:10.1135/cccc20030139 · Cited by 4 · see citing works
Wilke, C. O., Reissig, D. D., & Novella, I. S. (2004) · Evolution · doi:10.1554/03-652 · Cited by 3 · see citing works
Self-citationNatural protein structures have evolved exceptional robustness to mutationsPreprint
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Mutate now, die later. Evolutionary dynamics with delayed selection
Munteanu, A., & Stadler, P. F. (2009) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2009.06.022 · Cited by 1 · see citing works
Ribozyme Mutagenic Evolution: Mechanisms of Survival
Arenas, C. D., Ardaševa, A., Miller, J., Mikheyev, A. S., & Yokobayashi, Y. (2021) · Origins of Life and Evolution of Biospheres · doi:10.1007/s11084-021-09617-0 · Cited by 1 · see citing works
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Wilke, C. O. (2002) · arXiv (Cornell University) · doi:10.48550/arxiv.physics/0209099 · Cited by 1 · see citing works
Self-citationIntroduction: Issues About Robustness in the Practice of Biological Sciences
Bertolaso, M., Serrelli, E., & Caianiello, S. (2018) · History, philosophy and theory of the life sciences · doi:10.1007/978-3-030-01198-7_1
- Authors
- Wilke, C. O.
- Affiliations
- California Institute of Technology (US)
- Corresponding author
- Wilke, Claus O.
- ORCID
- Wilke, Claus O.
- Venue
- Evolution
- Publisher
- Oxford University Press (OUP)
- Published
- 2001-12
- Volume
- 55
- Issue
- 12
- Pages
- 2412-2420
- ISSN
- 0014-3820 (ISSN-L)
- 1558-5646
- OpenAlex
- W2241496350
- Cited by
- 76
- References
- 44
- Citations by year
- 2025: 1 · 2024: 1 · 2022: 1 · 2021: 2 · 2020: 1 · 2019: 1 · 2018: 4 · 2017: 4 · 2016: 1 · 2015: 1 · 2014: 1 · 2013: 2 · 2012: 2
- FWCI
- 2.91
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Evolution (publishedVersion)
- PubMed (publishedVersion)
- BioOne Complete (BioOne) (submittedVersion)
- Funders
- National Science Foundation
- Topics
- 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
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Origins and Evolution of Life
- Keywords
- quasispecies, neutral networks, mutation rate, replication rate, extinction, connection density
- MeSH terms
- Base Sequence, Molecular Sequence Data, Mutation, Nucleic Acid Conformation, Probability, RNA, Selection, Genetic, Neural Networks, Computer
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