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Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach

BACKGROUND: Breeding programs are usually reluctant to evaluate and use germplasm accessions other than the elite materials belonging to their advanced populations. The concept of core collections has been proposed to facilitate the access of potential users to samples of small sizes, representative...

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Autores principales: Pessoa-Filho, Marco, Rangel, Paulo HN, Ferreira, Marcio E
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3095284/
https://www.ncbi.nlm.nih.gov/pubmed/20576152
http://dx.doi.org/10.1186/1471-2229-10-127
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author Pessoa-Filho, Marco
Rangel, Paulo HN
Ferreira, Marcio E
author_facet Pessoa-Filho, Marco
Rangel, Paulo HN
Ferreira, Marcio E
author_sort Pessoa-Filho, Marco
collection PubMed
description BACKGROUND: Breeding programs are usually reluctant to evaluate and use germplasm accessions other than the elite materials belonging to their advanced populations. The concept of core collections has been proposed to facilitate the access of potential users to samples of small sizes, representative of the genetic variability contained within the gene pool of a specific crop. The eventual large size of a core collection perpetuates the problem it was originally proposed to solve. The present study suggests that, in addition to the classic core collection concept, thematic core collections should be also developed for a specific crop, composed of a limited number of accessions, with a manageable size. RESULTS: The thematic core collection obtained meets the minimum requirements for a core sample - maintenance of at least 80% of the allelic richness of the thematic collection, with, approximately, 15% of its size. The method was compared with other methodologies based on the M strategy, and also with a core collection generated by random sampling. Higher proportions of retained alleles (in a core collection of equal size) or similar proportions of retained alleles (in a core collection of smaller size) were detected in the two methods based on the M strategy compared to the proposed methodology. Core sub-collections constructed by different methods were compared regarding the increase or maintenance of phenotypic diversity. No change on phenotypic diversity was detected by measuring the trait "Weight of 100 Seeds", for the tested sampling methods. Effects on linkage disequilibrium between unlinked microsatellite loci, due to sampling, are discussed. CONCLUSIONS: Building of a thematic core collection was here defined by prior selection of accessions which are diverse for the trait of interest, and then by pairwise genetic distances, estimated by DNA polymorphism analysis at molecular marker loci. The resulting thematic core collection potentially reflects the maximum allele richness with the smallest sample size from a larger thematic collection. As an example, we used the development of a thematic core collection for drought tolerance in rice. It is expected that such thematic collections increase the use of germplasm by breeding programs and facilitate the study of the traits under consideration. The definition of a core collection to study drought resistance is a valuable contribution towards the understanding of the genetic control and the physiological mechanisms involved in water use efficiency in plants.
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spelling pubmed-30952842011-05-17 Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach Pessoa-Filho, Marco Rangel, Paulo HN Ferreira, Marcio E BMC Plant Biol Research Article BACKGROUND: Breeding programs are usually reluctant to evaluate and use germplasm accessions other than the elite materials belonging to their advanced populations. The concept of core collections has been proposed to facilitate the access of potential users to samples of small sizes, representative of the genetic variability contained within the gene pool of a specific crop. The eventual large size of a core collection perpetuates the problem it was originally proposed to solve. The present study suggests that, in addition to the classic core collection concept, thematic core collections should be also developed for a specific crop, composed of a limited number of accessions, with a manageable size. RESULTS: The thematic core collection obtained meets the minimum requirements for a core sample - maintenance of at least 80% of the allelic richness of the thematic collection, with, approximately, 15% of its size. The method was compared with other methodologies based on the M strategy, and also with a core collection generated by random sampling. Higher proportions of retained alleles (in a core collection of equal size) or similar proportions of retained alleles (in a core collection of smaller size) were detected in the two methods based on the M strategy compared to the proposed methodology. Core sub-collections constructed by different methods were compared regarding the increase or maintenance of phenotypic diversity. No change on phenotypic diversity was detected by measuring the trait "Weight of 100 Seeds", for the tested sampling methods. Effects on linkage disequilibrium between unlinked microsatellite loci, due to sampling, are discussed. CONCLUSIONS: Building of a thematic core collection was here defined by prior selection of accessions which are diverse for the trait of interest, and then by pairwise genetic distances, estimated by DNA polymorphism analysis at molecular marker loci. The resulting thematic core collection potentially reflects the maximum allele richness with the smallest sample size from a larger thematic collection. As an example, we used the development of a thematic core collection for drought tolerance in rice. It is expected that such thematic collections increase the use of germplasm by breeding programs and facilitate the study of the traits under consideration. The definition of a core collection to study drought resistance is a valuable contribution towards the understanding of the genetic control and the physiological mechanisms involved in water use efficiency in plants. BioMed Central 2010-06-24 /pmc/articles/PMC3095284/ /pubmed/20576152 http://dx.doi.org/10.1186/1471-2229-10-127 Text en Copyright ©2010 Pessoa-Filho et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pessoa-Filho, Marco
Rangel, Paulo HN
Ferreira, Marcio E
Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title_full Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title_fullStr Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title_full_unstemmed Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title_short Extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
title_sort extracting samples of high diversity from thematic collections of large gene banks using a genetic-distance based approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3095284/
https://www.ncbi.nlm.nih.gov/pubmed/20576152
http://dx.doi.org/10.1186/1471-2229-10-127
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