Plasticity, Evolvability and Modularity in RNA
AbstractRNA folding from sequences into secondary structures is a simple yet powerful, biophysically grounded model of a genotype-phenotype map in which concepts like plasticity, evolvability, epistasis and modularity not only can be precisely defined and statistically measured, but reveal simultaneous and profoundly non-independent effects of natural selection. Molecular plasticity is viewed here primarily as the capacity of an RNA sequence to assume a variety of energetically favorable shapes by equilibrating among them at constant temperature (microenvironmental plasticity). Through simulations based on experimental designs, we study the dynamics of a population of RNA molecules that evolve towards a predefined target shape. Each shape in the plastic repertoire of a sequence contributes to the overall fitness of the sequence in proportion to the time the sequence spends in that shape. Plasticity is costly, since the more shapes a sequence can assume, the less time it spends in any one of them. Unsurprisingly, selection leads to a reduction of plasticity (environmental canalization). The most striking observation, however, is the simultaneous slow-down and eventual halting of the evolutionary process. The reduction of plasticity entails genetic canalization, that is, a dramatic loss of variability (and hence a loss of evolvability) to the point of lock-in. The causal bridge between environmental canalization and genetic canalization is provided by a correlation between the set of shapes in the plastic repertoire of a sequence and the set of dominant (minimum free energy) shapes in its genetic neighborhood. This stastical property of the RNA genotype-phenotype map, which we call plastogenetic congruence, steers and then traps populations in regions where most genetic variation is phenotypically neutral. We call this phenomenon neutral confinement. Analytical models of neutral confinement, made tractable by the assumption of perfect plastogenetic congruence, formally connect mutation rate, the topography of phenotype space and evolvability. These models identify three mutational regimes: that corresponding to neutral confinement, a classic error threshold corresponding to the loss of the dominant phenotype, and an exploration threshold corresponding to a break-down of neutral confinement with the simultaneous persistence of the dominant phenotype. In a final step, we analyze the structural properties of canalized phenotypes. Surprisingly, the reduction of plasticity leads to an extreme modularity, which we define and analyze from several perspectives: thermophysical (melting behavior, the RNA version of a norm of reaction), kinetic (folding pathways, the RNA version of development), and genetic (transposability, the insensitivity of modular traits to changing genetic context). The model thereby suggests a possible evolutionary origin of modularity.
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Bibliographic InfoPaper provided by Santa Fe Institute in its series Working Papers with number 99-12-077.
Date of creation: Dec 1999
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Evolvability; plasticity; modularity; Baldwin-effect; exploration threshold; RNA secondary structure.;
This paper has been announced in the following NEP Reports:
- NEP-ALL-1999-12-21 (All new papers)
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- Christoph Flamm & Walter Fontana & Ivo L. Hofacker & Peter Schuster, 1999. "RNA Folding at Elementary Step Resolution," Working Papers 99-12-078, Santa Fe Institute.
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