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Jatropha half-sib family selection with high adaptability and genotypic stability
Jatropha (Jatropha curcas) has become one of the most important species for producing biofuels. Currently, Genotype x Environment (GxE) interaction is the biggest challenge that breeders should solve to increase the section accuracy in the plant breeding. Therefore, the objectives in this study were...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042709/ https://www.ncbi.nlm.nih.gov/pubmed/30001344 http://dx.doi.org/10.1371/journal.pone.0199880 |
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author | de Azevedo Peixoto, Leonardo Teodoro, Paulo Eduardo Silva, Lidiane Aparecida Rodrigues, Erina Vitório Laviola, Bruno Galvêas Bhering, Leonardo Lopes |
author_facet | de Azevedo Peixoto, Leonardo Teodoro, Paulo Eduardo Silva, Lidiane Aparecida Rodrigues, Erina Vitório Laviola, Bruno Galvêas Bhering, Leonardo Lopes |
author_sort | de Azevedo Peixoto, Leonardo |
collection | PubMed |
description | Jatropha (Jatropha curcas) has become one of the most important species for producing biofuels. Currently, Genotype x Environment (GxE) interaction is the biggest challenge that breeders should solve to increase the section accuracy in the plant breeding. Therefore, the objectives in this study were to estimate the parameters in the 180 half-sib families in Jatropha evaluated for five production years, to verify the significance of the GxE interaction variance, to evaluate the adaptability and stability for each family based on three prediction methods, to select superior half-sib families based on the adaptability and stability analyses, and to predict the accuracy for the sixth production year. Jatropha half-sib families were classified and selected using the follow adaptability and stability methods: linear regression, bi-segmented linear regression and mixed models concepts called harmonic mean of the relative performance of genetic values (HMRPGV). The prediction accuracy was estimated by the Pearson correlation between the predicted genetic values by adaptability and stability methods and the phenotypic value in the sixth production year. In result, most half-sib families were classified as general adaptability and general stability for the evaluated traits. The selection gain obtained via HMRPGV was higher than other methods. The prediction accuracy for the sixth production year was 0.45. Therefore, HMRPGV is efficient to maximize the genetic gain, and it can be a useful strategy to select genotype with high adaptability and stability in Jatropha breeding as well as other species that should be evaluated for many years to take a suitable selection accuracy. |
format | Online Article Text |
id | pubmed-6042709 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-60427092018-07-19 Jatropha half-sib family selection with high adaptability and genotypic stability de Azevedo Peixoto, Leonardo Teodoro, Paulo Eduardo Silva, Lidiane Aparecida Rodrigues, Erina Vitório Laviola, Bruno Galvêas Bhering, Leonardo Lopes PLoS One Research Article Jatropha (Jatropha curcas) has become one of the most important species for producing biofuels. Currently, Genotype x Environment (GxE) interaction is the biggest challenge that breeders should solve to increase the section accuracy in the plant breeding. Therefore, the objectives in this study were to estimate the parameters in the 180 half-sib families in Jatropha evaluated for five production years, to verify the significance of the GxE interaction variance, to evaluate the adaptability and stability for each family based on three prediction methods, to select superior half-sib families based on the adaptability and stability analyses, and to predict the accuracy for the sixth production year. Jatropha half-sib families were classified and selected using the follow adaptability and stability methods: linear regression, bi-segmented linear regression and mixed models concepts called harmonic mean of the relative performance of genetic values (HMRPGV). The prediction accuracy was estimated by the Pearson correlation between the predicted genetic values by adaptability and stability methods and the phenotypic value in the sixth production year. In result, most half-sib families were classified as general adaptability and general stability for the evaluated traits. The selection gain obtained via HMRPGV was higher than other methods. The prediction accuracy for the sixth production year was 0.45. Therefore, HMRPGV is efficient to maximize the genetic gain, and it can be a useful strategy to select genotype with high adaptability and stability in Jatropha breeding as well as other species that should be evaluated for many years to take a suitable selection accuracy. Public Library of Science 2018-07-12 /pmc/articles/PMC6042709/ /pubmed/30001344 http://dx.doi.org/10.1371/journal.pone.0199880 Text en © 2018 Azevedo Peixoto et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article de Azevedo Peixoto, Leonardo Teodoro, Paulo Eduardo Silva, Lidiane Aparecida Rodrigues, Erina Vitório Laviola, Bruno Galvêas Bhering, Leonardo Lopes Jatropha half-sib family selection with high adaptability and genotypic stability |
title | Jatropha half-sib family selection with high adaptability and genotypic stability |
title_full | Jatropha half-sib family selection with high adaptability and genotypic stability |
title_fullStr | Jatropha half-sib family selection with high adaptability and genotypic stability |
title_full_unstemmed | Jatropha half-sib family selection with high adaptability and genotypic stability |
title_short | Jatropha half-sib family selection with high adaptability and genotypic stability |
title_sort | jatropha half-sib family selection with high adaptability and genotypic stability |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6042709/ https://www.ncbi.nlm.nih.gov/pubmed/30001344 http://dx.doi.org/10.1371/journal.pone.0199880 |
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