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Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions

The control of translation in the course of gene expression regulation plays a crucial role in plants’ cellular events and, particularly, in responses to environmental factors. The paradox of the great variance between levels of mRNAs and their protein products in eukaryotic cells, including plants,...

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Autores principales: Goldenkova-Pavlova, Irina V., Pavlenko, Olga S., Mustafaev, Orkhan N., Deyneko, Igor V., Kabardaeva, Ksenya V., Tyurin, Alexander A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6337405/
https://www.ncbi.nlm.nih.gov/pubmed/30577638
http://dx.doi.org/10.3390/ijms20010033
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author Goldenkova-Pavlova, Irina V.
Pavlenko, Olga S.
Mustafaev, Orkhan N.
Deyneko, Igor V.
Kabardaeva, Ksenya V.
Tyurin, Alexander A.
author_facet Goldenkova-Pavlova, Irina V.
Pavlenko, Olga S.
Mustafaev, Orkhan N.
Deyneko, Igor V.
Kabardaeva, Ksenya V.
Tyurin, Alexander A.
author_sort Goldenkova-Pavlova, Irina V.
collection PubMed
description The control of translation in the course of gene expression regulation plays a crucial role in plants’ cellular events and, particularly, in responses to environmental factors. The paradox of the great variance between levels of mRNAs and their protein products in eukaryotic cells, including plants, requires thorough investigation of the regulatory mechanisms of translation. A wide and amazingly complex network of mechanisms decoding the plant genome into proteome challenges researchers to design new methods for genome-wide analysis of translational control, develop computational algorithms detecting regulatory mRNA contexts, and to establish rules underlying differential translation. The aims of this review are to (i) describe the experimental approaches for investigation of differential translation in plants on a genome-wide scale; (ii) summarize the current data on computational algorithms for detection of specific structure–function features and key determinants in plant mRNAs and their correlation with translation efficiency; (iii) highlight the methods for experimental verification of existed and theoretically predicted features within plant mRNAs important for their differential translation; and finally (iv) to discuss the perspectives of discovering the specific structural features of plant mRNA that mediate differential translation control by the combination of computational and experimental approaches.
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spelling pubmed-63374052019-01-22 Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions Goldenkova-Pavlova, Irina V. Pavlenko, Olga S. Mustafaev, Orkhan N. Deyneko, Igor V. Kabardaeva, Ksenya V. Tyurin, Alexander A. Int J Mol Sci Review The control of translation in the course of gene expression regulation plays a crucial role in plants’ cellular events and, particularly, in responses to environmental factors. The paradox of the great variance between levels of mRNAs and their protein products in eukaryotic cells, including plants, requires thorough investigation of the regulatory mechanisms of translation. A wide and amazingly complex network of mechanisms decoding the plant genome into proteome challenges researchers to design new methods for genome-wide analysis of translational control, develop computational algorithms detecting regulatory mRNA contexts, and to establish rules underlying differential translation. The aims of this review are to (i) describe the experimental approaches for investigation of differential translation in plants on a genome-wide scale; (ii) summarize the current data on computational algorithms for detection of specific structure–function features and key determinants in plant mRNAs and their correlation with translation efficiency; (iii) highlight the methods for experimental verification of existed and theoretically predicted features within plant mRNAs important for their differential translation; and finally (iv) to discuss the perspectives of discovering the specific structural features of plant mRNA that mediate differential translation control by the combination of computational and experimental approaches. MDPI 2018-12-21 /pmc/articles/PMC6337405/ /pubmed/30577638 http://dx.doi.org/10.3390/ijms20010033 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Goldenkova-Pavlova, Irina V.
Pavlenko, Olga S.
Mustafaev, Orkhan N.
Deyneko, Igor V.
Kabardaeva, Ksenya V.
Tyurin, Alexander A.
Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title_full Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title_fullStr Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title_full_unstemmed Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title_short Computational and Experimental Tools to Monitor the Changes in Translation Efficiency of Plant mRNA on a Genome-Wide Scale: Advantages, Limitations, and Solutions
title_sort computational and experimental tools to monitor the changes in translation efficiency of plant mrna on a genome-wide scale: advantages, limitations, and solutions
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6337405/
https://www.ncbi.nlm.nih.gov/pubmed/30577638
http://dx.doi.org/10.3390/ijms20010033
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