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Genetic Diversity and Population Structure of a Camelina sativa Spring Panel
There is a need to explore renewable alternatives (e.g., biofuels) that can produce energy sources to help reduce the reliance on fossil oils. In addition, the consumption of fossil oils adversely affects the environment and human health via the generation of waste water, greenhouse gases, and waste...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6391347/ https://www.ncbi.nlm.nih.gov/pubmed/30842785 http://dx.doi.org/10.3389/fpls.2019.00184 |
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author | Luo, Zinan Brock, Jordan Dyer, John M. Kutchan, Toni Schachtman, Daniel Augustin, Megan Ge, Yufeng Fahlgren, Noah Abdel-Haleem, Hussein |
author_facet | Luo, Zinan Brock, Jordan Dyer, John M. Kutchan, Toni Schachtman, Daniel Augustin, Megan Ge, Yufeng Fahlgren, Noah Abdel-Haleem, Hussein |
author_sort | Luo, Zinan |
collection | PubMed |
description | There is a need to explore renewable alternatives (e.g., biofuels) that can produce energy sources to help reduce the reliance on fossil oils. In addition, the consumption of fossil oils adversely affects the environment and human health via the generation of waste water, greenhouse gases, and waste solids. Camelina sativa, originated from southeastern Europe and southwestern Asia, is being re-embraced as an industrial oilseed crop due to its high seed oil content (36–47%) and high unsaturated fatty acid composition (>90%), which are suitable for jet fuel, biodiesel, high-value lubricants and animal feed. C. sativa’s agronomic advantages include short time to maturation, low water and nutrient requirements, adaptability to adverse environmental conditions and resistance to common pests and pathogens. These characteristics make it an ideal crop for sustainable agricultural systems and regions of marginal land. However, the lack of genetic and genomic resources has slowed the enhancement of this emerging oilseed crop and exploration of its full agronomic and breeding potential. Here, a core of 213 spring C. sativa accessions was collected and genotyped. The genotypic data was used to characterize genetic diversity and population structure to infer how natural selection and plant breeding may have affected the formation and differentiation within the C. sativa natural populations, and how the genetic diversity of this species can be used in future breeding efforts. A total of 6,192 high-quality single nucleotide polymorphisms (SNPs) were identified using genotyping-by-sequencing (GBS) technology. The average polymorphism information content (PIC) value of 0.29 indicate moderate genetic diversity for the C. sativa spring panel evaluated in this report. Population structure and principal coordinates analyses (PCoA) based on SNPs revealed two distinct subpopulations. Sub-population 1 (POP1) contains accessions that mainly originated from Germany while the majority of POP2 accessions (>75%) were collected from Eastern Europe. Analysis of molecular variance (AMOVA) identified 4% variance among and 96% variance within subpopulations, indicating a high gene exchange (or low genetic differentiation) between the two subpopulations. These findings provide important information for future allele/gene identification using genome-wide association studies (GWAS) and marker-assisted selection (MAS) to enhance genetic gain in C. sativa breeding programs. |
format | Online Article Text |
id | pubmed-6391347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-63913472019-03-06 Genetic Diversity and Population Structure of a Camelina sativa Spring Panel Luo, Zinan Brock, Jordan Dyer, John M. Kutchan, Toni Schachtman, Daniel Augustin, Megan Ge, Yufeng Fahlgren, Noah Abdel-Haleem, Hussein Front Plant Sci Plant Science There is a need to explore renewable alternatives (e.g., biofuels) that can produce energy sources to help reduce the reliance on fossil oils. In addition, the consumption of fossil oils adversely affects the environment and human health via the generation of waste water, greenhouse gases, and waste solids. Camelina sativa, originated from southeastern Europe and southwestern Asia, is being re-embraced as an industrial oilseed crop due to its high seed oil content (36–47%) and high unsaturated fatty acid composition (>90%), which are suitable for jet fuel, biodiesel, high-value lubricants and animal feed. C. sativa’s agronomic advantages include short time to maturation, low water and nutrient requirements, adaptability to adverse environmental conditions and resistance to common pests and pathogens. These characteristics make it an ideal crop for sustainable agricultural systems and regions of marginal land. However, the lack of genetic and genomic resources has slowed the enhancement of this emerging oilseed crop and exploration of its full agronomic and breeding potential. Here, a core of 213 spring C. sativa accessions was collected and genotyped. The genotypic data was used to characterize genetic diversity and population structure to infer how natural selection and plant breeding may have affected the formation and differentiation within the C. sativa natural populations, and how the genetic diversity of this species can be used in future breeding efforts. A total of 6,192 high-quality single nucleotide polymorphisms (SNPs) were identified using genotyping-by-sequencing (GBS) technology. The average polymorphism information content (PIC) value of 0.29 indicate moderate genetic diversity for the C. sativa spring panel evaluated in this report. Population structure and principal coordinates analyses (PCoA) based on SNPs revealed two distinct subpopulations. Sub-population 1 (POP1) contains accessions that mainly originated from Germany while the majority of POP2 accessions (>75%) were collected from Eastern Europe. Analysis of molecular variance (AMOVA) identified 4% variance among and 96% variance within subpopulations, indicating a high gene exchange (or low genetic differentiation) between the two subpopulations. These findings provide important information for future allele/gene identification using genome-wide association studies (GWAS) and marker-assisted selection (MAS) to enhance genetic gain in C. sativa breeding programs. Frontiers Media S.A. 2019-02-20 /pmc/articles/PMC6391347/ /pubmed/30842785 http://dx.doi.org/10.3389/fpls.2019.00184 Text en Copyright © 2019 Luo, Brock, Dyer, Kutchan, Schachtman, Augustin, Ge, Fahlgren and Abdel-Haleem. 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) and the copyright owner(s) 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 Luo, Zinan Brock, Jordan Dyer, John M. Kutchan, Toni Schachtman, Daniel Augustin, Megan Ge, Yufeng Fahlgren, Noah Abdel-Haleem, Hussein Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title | Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title_full | Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title_fullStr | Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title_full_unstemmed | Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title_short | Genetic Diversity and Population Structure of a Camelina sativa Spring Panel |
title_sort | genetic diversity and population structure of a camelina sativa spring panel |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6391347/ https://www.ncbi.nlm.nih.gov/pubmed/30842785 http://dx.doi.org/10.3389/fpls.2019.00184 |
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