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Allele expression biases in mixed-ploid sugarcane accessions

Allele-specific expression (ASE) represents differences in the magnitude of expression between alleles of the same gene. This is not straightforward for polyploids, especially autopolyploids, as knowledge about the dose of each allele is required for accurate estimation of ASE. This is the case for...

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Autores principales: Correr, Fernando Henrique, Furtado, Agnelo, Franco Garcia, Antonio Augusto, Henry, Robert James, Rodrigues Alves Margarido, Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130122/
https://www.ncbi.nlm.nih.gov/pubmed/35610293
http://dx.doi.org/10.1038/s41598-022-12725-0
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author Correr, Fernando Henrique
Furtado, Agnelo
Franco Garcia, Antonio Augusto
Henry, Robert James
Rodrigues Alves Margarido, Gabriel
author_facet Correr, Fernando Henrique
Furtado, Agnelo
Franco Garcia, Antonio Augusto
Henry, Robert James
Rodrigues Alves Margarido, Gabriel
author_sort Correr, Fernando Henrique
collection PubMed
description Allele-specific expression (ASE) represents differences in the magnitude of expression between alleles of the same gene. This is not straightforward for polyploids, especially autopolyploids, as knowledge about the dose of each allele is required for accurate estimation of ASE. This is the case for the genomically complex Saccharum species, characterized by high levels of ploidy and aneuploidy. We used a Beta-Binomial model to test for allelic imbalance in Saccharum, with adaptations for mixed-ploid organisms. The hierarchical Beta-Binomial model was used to test if allele expression followed the expectation based on genomic allele dosage. The highest frequencies of ASE occurred in sugarcane hybrids, suggesting a possible influence of interspecific hybridization in these genotypes. For all accessions, genes showing ASE (ASEGs) were less frequent than those with balanced allelic expression. These genes were related to a broad range of processes, mostly associated with general metabolism, organelles, responses to stress and responses to stimuli. In addition, the frequency of ASEGs in high-level functional terms was similar among the genotypes, with a few genes associated with more specific biological processes. We hypothesize that ASE in Saccharum is largely a genotype-specific phenomenon, as a large number of ASEGs were exclusive to individual accessions.
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spelling pubmed-91301222022-05-26 Allele expression biases in mixed-ploid sugarcane accessions Correr, Fernando Henrique Furtado, Agnelo Franco Garcia, Antonio Augusto Henry, Robert James Rodrigues Alves Margarido, Gabriel Sci Rep Article Allele-specific expression (ASE) represents differences in the magnitude of expression between alleles of the same gene. This is not straightforward for polyploids, especially autopolyploids, as knowledge about the dose of each allele is required for accurate estimation of ASE. This is the case for the genomically complex Saccharum species, characterized by high levels of ploidy and aneuploidy. We used a Beta-Binomial model to test for allelic imbalance in Saccharum, with adaptations for mixed-ploid organisms. The hierarchical Beta-Binomial model was used to test if allele expression followed the expectation based on genomic allele dosage. The highest frequencies of ASE occurred in sugarcane hybrids, suggesting a possible influence of interspecific hybridization in these genotypes. For all accessions, genes showing ASE (ASEGs) were less frequent than those with balanced allelic expression. These genes were related to a broad range of processes, mostly associated with general metabolism, organelles, responses to stress and responses to stimuli. In addition, the frequency of ASEGs in high-level functional terms was similar among the genotypes, with a few genes associated with more specific biological processes. We hypothesize that ASE in Saccharum is largely a genotype-specific phenomenon, as a large number of ASEGs were exclusive to individual accessions. Nature Publishing Group UK 2022-05-24 /pmc/articles/PMC9130122/ /pubmed/35610293 http://dx.doi.org/10.1038/s41598-022-12725-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Correr, Fernando Henrique
Furtado, Agnelo
Franco Garcia, Antonio Augusto
Henry, Robert James
Rodrigues Alves Margarido, Gabriel
Allele expression biases in mixed-ploid sugarcane accessions
title Allele expression biases in mixed-ploid sugarcane accessions
title_full Allele expression biases in mixed-ploid sugarcane accessions
title_fullStr Allele expression biases in mixed-ploid sugarcane accessions
title_full_unstemmed Allele expression biases in mixed-ploid sugarcane accessions
title_short Allele expression biases in mixed-ploid sugarcane accessions
title_sort allele expression biases in mixed-ploid sugarcane accessions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9130122/
https://www.ncbi.nlm.nih.gov/pubmed/35610293
http://dx.doi.org/10.1038/s41598-022-12725-0
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