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1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice

BACKGROUND: While a multitude of genotyping platforms have been developed for rice, the majority of them have not been optimized for breeding where cost, turnaround time, throughput and ease of use, relative to density and informativeness are critical parameters of their utility. With that in mind w...

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Autores principales: Arbelaez, Juan David, Dwiyanti, Maria Stefanie, Tandayu, Erwin, Llantada, Krizzel, Jarana, Annalhea, Ignacio, John Carlos, Platten, John Damien, Cobb, Joshua, Rutkoski, Jessica Elaine, Thomson, Michael J., Kretzschmar, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6660535/
https://www.ncbi.nlm.nih.gov/pubmed/31350673
http://dx.doi.org/10.1186/s12284-019-0311-0
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author Arbelaez, Juan David
Dwiyanti, Maria Stefanie
Tandayu, Erwin
Llantada, Krizzel
Jarana, Annalhea
Ignacio, John Carlos
Platten, John Damien
Cobb, Joshua
Rutkoski, Jessica Elaine
Thomson, Michael J.
Kretzschmar, Tobias
author_facet Arbelaez, Juan David
Dwiyanti, Maria Stefanie
Tandayu, Erwin
Llantada, Krizzel
Jarana, Annalhea
Ignacio, John Carlos
Platten, John Damien
Cobb, Joshua
Rutkoski, Jessica Elaine
Thomson, Michael J.
Kretzschmar, Tobias
author_sort Arbelaez, Juan David
collection PubMed
description BACKGROUND: While a multitude of genotyping platforms have been developed for rice, the majority of them have not been optimized for breeding where cost, turnaround time, throughput and ease of use, relative to density and informativeness are critical parameters of their utility. With that in mind we report the development of the 1K-Rice Custom Amplicon, or 1k-RiCA, a robust custom sequencing-based amplicon panel of ~ 1000-SNPs that are uniformly distributed across the rice genome, designed to be highly informative within indica rice breeding pools, and tailored for genomic prediction in elite indica rice breeding programs. RESULTS: Empirical validation tests performed on the 1k-RiCA showed average marker call rates of 95% with marker repeatability and concordance rates of 99%. These technical properties were not affected when two common DNA extraction protocols were used. The average distance between SNPs in the 1k-RiCA was 1.5 cM, similar to the theoretical distance which would be expected between 1,000 uniformly distributed markers across the rice genome. The average minor allele frequencies on a panel of indica lines was 0.36 and polymorphic SNPs estimated on pairwise comparisons between indica by indica accessions and indica by japonica accessions were on average 430 and 450 respectively. The specific design parameters of the 1k-RiCA allow for a detailed view of genetic relationships and unambiguous molecular IDs within indica accessions and good cost vs. marker-density balance for genomic prediction applications in elite indica germplasm. Predictive abilities of Genomic Selection models for flowering time, grain yield, and plant height were on average 0.71, 0.36, and 0.65 respectively based on cross-validation analysis. Furthermore the inclusion of important trait markers associated with 11 different genes and QTL adds value to parental selection in crossing schemes and marker-assisted selection in forward breeding applications. CONCLUSIONS: This study validated the marker quality and robustness of the 1k-RiCA genotypic platform for genotyping populations derived from indica rice subpopulation for genetic and breeding purposes including MAS and genomic selection. The 1k-RiCA has proven to be an alternative cost-effective genotyping system for breeding applications. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12284-019-0311-0) contains supplementary material, which is available to authorized users.
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spelling pubmed-66605352019-08-07 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice Arbelaez, Juan David Dwiyanti, Maria Stefanie Tandayu, Erwin Llantada, Krizzel Jarana, Annalhea Ignacio, John Carlos Platten, John Damien Cobb, Joshua Rutkoski, Jessica Elaine Thomson, Michael J. Kretzschmar, Tobias Rice (N Y) Original Article BACKGROUND: While a multitude of genotyping platforms have been developed for rice, the majority of them have not been optimized for breeding where cost, turnaround time, throughput and ease of use, relative to density and informativeness are critical parameters of their utility. With that in mind we report the development of the 1K-Rice Custom Amplicon, or 1k-RiCA, a robust custom sequencing-based amplicon panel of ~ 1000-SNPs that are uniformly distributed across the rice genome, designed to be highly informative within indica rice breeding pools, and tailored for genomic prediction in elite indica rice breeding programs. RESULTS: Empirical validation tests performed on the 1k-RiCA showed average marker call rates of 95% with marker repeatability and concordance rates of 99%. These technical properties were not affected when two common DNA extraction protocols were used. The average distance between SNPs in the 1k-RiCA was 1.5 cM, similar to the theoretical distance which would be expected between 1,000 uniformly distributed markers across the rice genome. The average minor allele frequencies on a panel of indica lines was 0.36 and polymorphic SNPs estimated on pairwise comparisons between indica by indica accessions and indica by japonica accessions were on average 430 and 450 respectively. The specific design parameters of the 1k-RiCA allow for a detailed view of genetic relationships and unambiguous molecular IDs within indica accessions and good cost vs. marker-density balance for genomic prediction applications in elite indica germplasm. Predictive abilities of Genomic Selection models for flowering time, grain yield, and plant height were on average 0.71, 0.36, and 0.65 respectively based on cross-validation analysis. Furthermore the inclusion of important trait markers associated with 11 different genes and QTL adds value to parental selection in crossing schemes and marker-assisted selection in forward breeding applications. CONCLUSIONS: This study validated the marker quality and robustness of the 1k-RiCA genotypic platform for genotyping populations derived from indica rice subpopulation for genetic and breeding purposes including MAS and genomic selection. The 1k-RiCA has proven to be an alternative cost-effective genotyping system for breeding applications. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12284-019-0311-0) contains supplementary material, which is available to authorized users. Springer US 2019-07-26 /pmc/articles/PMC6660535/ /pubmed/31350673 http://dx.doi.org/10.1186/s12284-019-0311-0 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Arbelaez, Juan David
Dwiyanti, Maria Stefanie
Tandayu, Erwin
Llantada, Krizzel
Jarana, Annalhea
Ignacio, John Carlos
Platten, John Damien
Cobb, Joshua
Rutkoski, Jessica Elaine
Thomson, Michael J.
Kretzschmar, Tobias
1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title_full 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title_fullStr 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title_full_unstemmed 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title_short 1k-RiCA (1K-Rice Custom Amplicon) a novel genotyping amplicon-based SNP assay for genetics and breeding applications in rice
title_sort 1k-rica (1k-rice custom amplicon) a novel genotyping amplicon-based snp assay for genetics and breeding applications in rice
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6660535/
https://www.ncbi.nlm.nih.gov/pubmed/31350673
http://dx.doi.org/10.1186/s12284-019-0311-0
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