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A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness
The relationship between genotype mutations and phenotype variations determines health in the short term and evolution over the long term, and it hinges on the action of mutations on fitness. A fundamental difficulty in determining this action, however, is that it depends on the unique context of ea...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4248321/ https://www.ncbi.nlm.nih.gov/pubmed/25217195 http://dx.doi.org/10.1101/gr.176214.114 |
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author | Katsonis, Panagiotis Lichtarge, Olivier |
author_facet | Katsonis, Panagiotis Lichtarge, Olivier |
author_sort | Katsonis, Panagiotis |
collection | PubMed |
description | The relationship between genotype mutations and phenotype variations determines health in the short term and evolution over the long term, and it hinges on the action of mutations on fitness. A fundamental difficulty in determining this action, however, is that it depends on the unique context of each mutation, which is complex and often cryptic. As a result, the effect of most genome variations on molecular function and overall fitness remains unknown and stands apart from population genetics theories linking fitness effect to polymorphism frequency. Here, we hypothesize that evolution is a continuous and differentiable physical process coupling genotype to phenotype. This leads to a formal equation for the action of coding mutations on fitness that can be interpreted as a product of the evolutionary importance of the mutated site with the difference in amino acid similarity. Approximations for these terms are readily computable from phylogenetic sequence analysis, and we show mutational, clinical, and population genetic evidence that this action equation predicts the effect of point mutations in vivo and in vitro in diverse proteins, correlates disease-causing gene mutations with morbidity, and determines the frequency of human coding polymorphisms, respectively. Thus, elementary calculus and phylogenetics can be integrated into a perturbation analysis of the evolutionary relationship between genotype and phenotype that quantitatively links point mutations to function and fitness and that opens a new analytic framework for equations of biology. In practice, this work explicitly bridges molecular evolution with population genetics with applications from protein redesign to the clinical assessment of human genetic variations. |
format | Online Article Text |
id | pubmed-4248321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-42483212014-12-01 A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness Katsonis, Panagiotis Lichtarge, Olivier Genome Res Method The relationship between genotype mutations and phenotype variations determines health in the short term and evolution over the long term, and it hinges on the action of mutations on fitness. A fundamental difficulty in determining this action, however, is that it depends on the unique context of each mutation, which is complex and often cryptic. As a result, the effect of most genome variations on molecular function and overall fitness remains unknown and stands apart from population genetics theories linking fitness effect to polymorphism frequency. Here, we hypothesize that evolution is a continuous and differentiable physical process coupling genotype to phenotype. This leads to a formal equation for the action of coding mutations on fitness that can be interpreted as a product of the evolutionary importance of the mutated site with the difference in amino acid similarity. Approximations for these terms are readily computable from phylogenetic sequence analysis, and we show mutational, clinical, and population genetic evidence that this action equation predicts the effect of point mutations in vivo and in vitro in diverse proteins, correlates disease-causing gene mutations with morbidity, and determines the frequency of human coding polymorphisms, respectively. Thus, elementary calculus and phylogenetics can be integrated into a perturbation analysis of the evolutionary relationship between genotype and phenotype that quantitatively links point mutations to function and fitness and that opens a new analytic framework for equations of biology. In practice, this work explicitly bridges molecular evolution with population genetics with applications from protein redesign to the clinical assessment of human genetic variations. Cold Spring Harbor Laboratory Press 2014-12 /pmc/articles/PMC4248321/ /pubmed/25217195 http://dx.doi.org/10.1101/gr.176214.114 Text en © 2014 Katsonis and Lichtarge; Published by Cold Spring Harbor Laboratory Press http://creativecommons.org/licenses/by-nc/4.0/ This article, published in Genome Research, is available under a Creative Commons License (Attribution-NonCommercial 4.0 International), as described at http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Method Katsonis, Panagiotis Lichtarge, Olivier A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title | A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title_full | A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title_fullStr | A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title_full_unstemmed | A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title_short | A formal perturbation equation between genotype and phenotype determines the Evolutionary Action of protein-coding variations on fitness |
title_sort | formal perturbation equation between genotype and phenotype determines the evolutionary action of protein-coding variations on fitness |
topic | Method |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4248321/ https://www.ncbi.nlm.nih.gov/pubmed/25217195 http://dx.doi.org/10.1101/gr.176214.114 |
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