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Evolution of C4 photosynthesis predicted by constraint-based modelling

Constraint-based modelling (CBM) is a powerful tool for the analysis of evolutionary trajectories. Evolution, especially evolution in the distant past, is not easily accessible to laboratory experimentation. Modelling can provide a window into evolutionary processes by allowing the examination of se...

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Detalles Bibliográficos
Autores principales: Blätke, Mary-Ann, Bräutigam, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6905489/
https://www.ncbi.nlm.nih.gov/pubmed/31799932
http://dx.doi.org/10.7554/eLife.49305
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author Blätke, Mary-Ann
Bräutigam, Andrea
author_facet Blätke, Mary-Ann
Bräutigam, Andrea
author_sort Blätke, Mary-Ann
collection PubMed
description Constraint-based modelling (CBM) is a powerful tool for the analysis of evolutionary trajectories. Evolution, especially evolution in the distant past, is not easily accessible to laboratory experimentation. Modelling can provide a window into evolutionary processes by allowing the examination of selective pressures which lead to particular optimal solutions in the model. To study the evolution of C4 photosynthesis from a ground state of C3 photosynthesis, we initially construct a C3 model. After duplication into two cells to reflect typical C4 leaf architecture, we allow the model to predict the optimal metabolic solution under various conditions. The model thus identifies resource limitation in conjunction with high photorespiratory flux as a selective pressure relevant to the evolution of C4. It also predicts that light availability and distribution play a role in guiding the evolutionary choice of possible decarboxylation enzymes. The data shows evolutionary CBM in eukaryotes predicts molecular evolution with precision.
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spelling pubmed-69054892019-12-12 Evolution of C4 photosynthesis predicted by constraint-based modelling Blätke, Mary-Ann Bräutigam, Andrea eLife Computational and Systems Biology Constraint-based modelling (CBM) is a powerful tool for the analysis of evolutionary trajectories. Evolution, especially evolution in the distant past, is not easily accessible to laboratory experimentation. Modelling can provide a window into evolutionary processes by allowing the examination of selective pressures which lead to particular optimal solutions in the model. To study the evolution of C4 photosynthesis from a ground state of C3 photosynthesis, we initially construct a C3 model. After duplication into two cells to reflect typical C4 leaf architecture, we allow the model to predict the optimal metabolic solution under various conditions. The model thus identifies resource limitation in conjunction with high photorespiratory flux as a selective pressure relevant to the evolution of C4. It also predicts that light availability and distribution play a role in guiding the evolutionary choice of possible decarboxylation enzymes. The data shows evolutionary CBM in eukaryotes predicts molecular evolution with precision. eLife Sciences Publications, Ltd 2019-12-04 /pmc/articles/PMC6905489/ /pubmed/31799932 http://dx.doi.org/10.7554/eLife.49305 Text en © 2019, Blätke and Bräutigam https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Computational and Systems Biology
Blätke, Mary-Ann
Bräutigam, Andrea
Evolution of C4 photosynthesis predicted by constraint-based modelling
title Evolution of C4 photosynthesis predicted by constraint-based modelling
title_full Evolution of C4 photosynthesis predicted by constraint-based modelling
title_fullStr Evolution of C4 photosynthesis predicted by constraint-based modelling
title_full_unstemmed Evolution of C4 photosynthesis predicted by constraint-based modelling
title_short Evolution of C4 photosynthesis predicted by constraint-based modelling
title_sort evolution of c4 photosynthesis predicted by constraint-based modelling
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6905489/
https://www.ncbi.nlm.nih.gov/pubmed/31799932
http://dx.doi.org/10.7554/eLife.49305
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