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Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms
Principal component analysis (PCA) with 36,621 polymorphic genome-anchored single nucleotide polymorphisms (SNPs) identified collectively for Capsicum annuum and Capsicum baccatum was used to characterize population structure and species domestication of these two important incompatible cultivated p...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5093146/ https://www.ncbi.nlm.nih.gov/pubmed/27857720 http://dx.doi.org/10.3389/fpls.2016.01646 |
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author | Nimmakayala, Padma Abburi, Venkata L. Saminathan, Thangasamy Almeida, Aldo Davenport, Brittany Davidson, Joshua Reddy, C. V. Chandra Mohan Hankins, Gerald Ebert, Andreas Choi, Doil Stommel, John Reddy, Umesh K. |
author_facet | Nimmakayala, Padma Abburi, Venkata L. Saminathan, Thangasamy Almeida, Aldo Davenport, Brittany Davidson, Joshua Reddy, C. V. Chandra Mohan Hankins, Gerald Ebert, Andreas Choi, Doil Stommel, John Reddy, Umesh K. |
author_sort | Nimmakayala, Padma |
collection | PubMed |
description | Principal component analysis (PCA) with 36,621 polymorphic genome-anchored single nucleotide polymorphisms (SNPs) identified collectively for Capsicum annuum and Capsicum baccatum was used to characterize population structure and species domestication of these two important incompatible cultivated pepper species. Estimated mean nucleotide diversity (π) and Tajima's D across various chromosomes revealed biased distribution toward negative values on all chromosomes (except for chromosome 4) in cultivated C. baccatum, indicating a population bottleneck during domestication of C. baccatum. In contrast, C. annuum chromosomes showed positive π and Tajima's D on all chromosomes except chromosome 8, which may be because of domestication at multiple sites contributing to wider genetic diversity. For C. baccatum, 13,129 SNPs were available, with minor allele frequency (MAF) ≥0.05; PCA of the SNPs revealed 283 C. baccatum accessions grouped into 3 distinct clusters, for strong population structure. The fixation index (F(ST)) between domesticated C. annuum and C. baccatum was 0.78, which indicates genome-wide divergence. We conducted extensive linkage disequilibrium (LD) analysis of C. baccatum var. pendulum cultivars on all adjacent SNP pairs within a chromosome to identify regions of high and low LD interspersed with a genome-wide average LD block size of 99.1 kb. We characterized 1742 haplotypes containing 4420 SNPs (range 9–2 SNPs per haplotype). Genome-wide association study (GWAS) of peduncle length, a trait that differentiates wild and domesticated C. baccatum types, revealed 36 significantly associated genome-wide SNPs. Population structure, identity by state (IBS) and LD patterns across the genome will be of potential use for future GWAS of economically important traits in C. baccatum peppers. |
format | Online Article Text |
id | pubmed-5093146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-50931462016-11-17 Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms Nimmakayala, Padma Abburi, Venkata L. Saminathan, Thangasamy Almeida, Aldo Davenport, Brittany Davidson, Joshua Reddy, C. V. Chandra Mohan Hankins, Gerald Ebert, Andreas Choi, Doil Stommel, John Reddy, Umesh K. Front Plant Sci Plant Science Principal component analysis (PCA) with 36,621 polymorphic genome-anchored single nucleotide polymorphisms (SNPs) identified collectively for Capsicum annuum and Capsicum baccatum was used to characterize population structure and species domestication of these two important incompatible cultivated pepper species. Estimated mean nucleotide diversity (π) and Tajima's D across various chromosomes revealed biased distribution toward negative values on all chromosomes (except for chromosome 4) in cultivated C. baccatum, indicating a population bottleneck during domestication of C. baccatum. In contrast, C. annuum chromosomes showed positive π and Tajima's D on all chromosomes except chromosome 8, which may be because of domestication at multiple sites contributing to wider genetic diversity. For C. baccatum, 13,129 SNPs were available, with minor allele frequency (MAF) ≥0.05; PCA of the SNPs revealed 283 C. baccatum accessions grouped into 3 distinct clusters, for strong population structure. The fixation index (F(ST)) between domesticated C. annuum and C. baccatum was 0.78, which indicates genome-wide divergence. We conducted extensive linkage disequilibrium (LD) analysis of C. baccatum var. pendulum cultivars on all adjacent SNP pairs within a chromosome to identify regions of high and low LD interspersed with a genome-wide average LD block size of 99.1 kb. We characterized 1742 haplotypes containing 4420 SNPs (range 9–2 SNPs per haplotype). Genome-wide association study (GWAS) of peduncle length, a trait that differentiates wild and domesticated C. baccatum types, revealed 36 significantly associated genome-wide SNPs. Population structure, identity by state (IBS) and LD patterns across the genome will be of potential use for future GWAS of economically important traits in C. baccatum peppers. Frontiers Media S.A. 2016-11-03 /pmc/articles/PMC5093146/ /pubmed/27857720 http://dx.doi.org/10.3389/fpls.2016.01646 Text en Copyright © 2016 Nimmakayala, Abburi, Saminathan, Almeida, Davenport, Davidson, Reddy, Hankins, Ebert, Choi, Stommel and Reddy. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Nimmakayala, Padma Abburi, Venkata L. Saminathan, Thangasamy Almeida, Aldo Davenport, Brittany Davidson, Joshua Reddy, C. V. Chandra Mohan Hankins, Gerald Ebert, Andreas Choi, Doil Stommel, John Reddy, Umesh K. Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title | Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title_full | Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title_fullStr | Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title_full_unstemmed | Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title_short | Genome-Wide Divergence and Linkage Disequilibrium Analyses for Capsicum baccatum Revealed by Genome-Anchored Single Nucleotide Polymorphisms |
title_sort | genome-wide divergence and linkage disequilibrium analyses for capsicum baccatum revealed by genome-anchored single nucleotide polymorphisms |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5093146/ https://www.ncbi.nlm.nih.gov/pubmed/27857720 http://dx.doi.org/10.3389/fpls.2016.01646 |
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