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Genome-wide association study (GWAS) of leaf cuticular wax components in Camelina sativa identifies genetic loci related to intracellular wax transport
by
Luo, Zinan
, Tomasi, Pernell
, Fahlgren, Noah
, Abdel-Haleem, Hussein
in
Accounting
/ Agricultural practices
/ Agriculture
/ Air pollution
/ Alcohol
/ Alcohols
/ Alkanes
/ Alternative energy sources
/ Analysis
/ Arid regions
/ Arid zones
/ Biodiesel fuels
/ Biofuels
/ Bioinformatics
/ Biomass energy
/ Biomedical and Life Sciences
/ Biosynthesis
/ Brassicaceae
/ Camelina sativa
/ Carbon
/ Cell membranes
/ Constituents
/ Corn
/ Cultivars
/ Cuticular wax
/ DNA sequencing
/ Drought resistance
/ drought tolerance
/ Emissions control
/ Endoplasmic reticulum
/ energy
/ Energy sources
/ Epicuticular wax
/ Esters
/ Fatty acids
/ Flowers & plants
/ Fossils
/ Gene loci
/ Gene polymorphism
/ Gene sequencing
/ Genes
/ Genetic aspects
/ Genetic control
/ Genetic polymorphisms
/ Genetic research
/ Genetics and crop biotechnology
/ Genome-wide association studies
/ Genome-wide association studies (GWAS)
/ genome-wide association study
/ Genomes
/ Genomics
/ Genotyping
/ genotyping by sequencing
/ Golgi apparatus
/ Greenhouse effect
/ Greenhouse gases
/ greenhouses
/ Intracellular
/ Intracellular wax transport
/ Leaf cuticular wax
/ Leaves
/ Life cycles
/ Life Sciences
/ lipid content
/ Marker-assisted selection
/ Monomers
/ Morphology
/ oilseed crops
/ Petroleum industry
/ phenotype
/ plant development
/ Plant Sciences
/ plasma membrane
/ Polymorphism
/ Rape plants
/ Research Article
/ Rice
/ Secretion
/ Single nucleotide polymorphisms
/ Single-nucleotide polymorphism
/ spring
/ Studies
/ Technology
/ Transport
/ Tree Biology
/ Unsaturated fatty acids
2019
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Genome-wide association study (GWAS) of leaf cuticular wax components in Camelina sativa identifies genetic loci related to intracellular wax transport
by
Luo, Zinan
, Tomasi, Pernell
, Fahlgren, Noah
, Abdel-Haleem, Hussein
in
Accounting
/ Agricultural practices
/ Agriculture
/ Air pollution
/ Alcohol
/ Alcohols
/ Alkanes
/ Alternative energy sources
/ Analysis
/ Arid regions
/ Arid zones
/ Biodiesel fuels
/ Biofuels
/ Bioinformatics
/ Biomass energy
/ Biomedical and Life Sciences
/ Biosynthesis
/ Brassicaceae
/ Camelina sativa
/ Carbon
/ Cell membranes
/ Constituents
/ Corn
/ Cultivars
/ Cuticular wax
/ DNA sequencing
/ Drought resistance
/ drought tolerance
/ Emissions control
/ Endoplasmic reticulum
/ energy
/ Energy sources
/ Epicuticular wax
/ Esters
/ Fatty acids
/ Flowers & plants
/ Fossils
/ Gene loci
/ Gene polymorphism
/ Gene sequencing
/ Genes
/ Genetic aspects
/ Genetic control
/ Genetic polymorphisms
/ Genetic research
/ Genetics and crop biotechnology
/ Genome-wide association studies
/ Genome-wide association studies (GWAS)
/ genome-wide association study
/ Genomes
/ Genomics
/ Genotyping
/ genotyping by sequencing
/ Golgi apparatus
/ Greenhouse effect
/ Greenhouse gases
/ greenhouses
/ Intracellular
/ Intracellular wax transport
/ Leaf cuticular wax
/ Leaves
/ Life cycles
/ Life Sciences
/ lipid content
/ Marker-assisted selection
/ Monomers
/ Morphology
/ oilseed crops
/ Petroleum industry
/ phenotype
/ plant development
/ Plant Sciences
/ plasma membrane
/ Polymorphism
/ Rape plants
/ Research Article
/ Rice
/ Secretion
/ Single nucleotide polymorphisms
/ Single-nucleotide polymorphism
/ spring
/ Studies
/ Technology
/ Transport
/ Tree Biology
/ Unsaturated fatty acids
2019
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Genome-wide association study (GWAS) of leaf cuticular wax components in Camelina sativa identifies genetic loci related to intracellular wax transport
by
Luo, Zinan
, Tomasi, Pernell
, Fahlgren, Noah
, Abdel-Haleem, Hussein
in
Accounting
/ Agricultural practices
/ Agriculture
/ Air pollution
/ Alcohol
/ Alcohols
/ Alkanes
/ Alternative energy sources
/ Analysis
/ Arid regions
/ Arid zones
/ Biodiesel fuels
/ Biofuels
/ Bioinformatics
/ Biomass energy
/ Biomedical and Life Sciences
/ Biosynthesis
/ Brassicaceae
/ Camelina sativa
/ Carbon
/ Cell membranes
/ Constituents
/ Corn
/ Cultivars
/ Cuticular wax
/ DNA sequencing
/ Drought resistance
/ drought tolerance
/ Emissions control
/ Endoplasmic reticulum
/ energy
/ Energy sources
/ Epicuticular wax
/ Esters
/ Fatty acids
/ Flowers & plants
/ Fossils
/ Gene loci
/ Gene polymorphism
/ Gene sequencing
/ Genes
/ Genetic aspects
/ Genetic control
/ Genetic polymorphisms
/ Genetic research
/ Genetics and crop biotechnology
/ Genome-wide association studies
/ Genome-wide association studies (GWAS)
/ genome-wide association study
/ Genomes
/ Genomics
/ Genotyping
/ genotyping by sequencing
/ Golgi apparatus
/ Greenhouse effect
/ Greenhouse gases
/ greenhouses
/ Intracellular
/ Intracellular wax transport
/ Leaf cuticular wax
/ Leaves
/ Life cycles
/ Life Sciences
/ lipid content
/ Marker-assisted selection
/ Monomers
/ Morphology
/ oilseed crops
/ Petroleum industry
/ phenotype
/ plant development
/ Plant Sciences
/ plasma membrane
/ Polymorphism
/ Rape plants
/ Research Article
/ Rice
/ Secretion
/ Single nucleotide polymorphisms
/ Single-nucleotide polymorphism
/ spring
/ Studies
/ Technology
/ Transport
/ Tree Biology
/ Unsaturated fatty acids
2019
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Genome-wide association study (GWAS) of leaf cuticular wax components in Camelina sativa identifies genetic loci related to intracellular wax transport
Journal Article
Genome-wide association study (GWAS) of leaf cuticular wax components in Camelina sativa identifies genetic loci related to intracellular wax transport
2019
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Overview
Background
It is important to explore renewable alternatives (e.g. biofuels) that can produce energy sources to help reduce reliance on fossil oils, and reduce greenhouse gases and waste solids resulted from fossil oils consumption.
Camelina sativa
is an oilseed crop which has received increasing attention due to its short life cycle, broader adaptation regions, high oil content, high level of omega-3 unsaturated fatty acids, and low-input requirements in agriculture practices. To expand its
Camelina
production areas into arid regions, there is a need to breed for new drought-tolerant cultivars. Leaf cuticular wax is known to facilitate plant development and growth under water-limited conditions. Dissecting the genetic loci underlying leaf cuticular waxes is important to breed for cultivars with improved drought tolerance.
Results
Here we combined phenotypic data and single nucleotide polymorphism (SNP) data from a spring
C. sativa
diversity panel using genotyping-by-sequencing (GBS) technology, to perform a large-scale genome-wide association study (GWAS) on leaf wax compositions. A total of 42 SNP markers were significantly associated with 15 leaf wax traits including major wax components such as total primary alcohols, total alkanes, and total wax esters as well as their constituents. The vast majority of significant SNPs were associated with long-chain carbon monomers (carbon chain length longer than C
28
), indicating the important effects of long-chain carbon monomers on leaf total wax biosynthesis. These SNP markers are located on genes directly or indirectly related to wax biosynthesis such as maintaining endoplasmic reticulum (ER) morphology and enabling normal wax secretion from ER to plasma membrane or Golgi network-mediated transport.
Conclusions
These loci could potentially serve as candidates for the genetic control involved in intracellular wax transport that might directly or indirectly facilitate leaf wax accumulation in
C. sativa
and can be used in future marker-assisted selection (MAS) to breed for the cultivars with high wax content to improve drought tolerance.
Publisher
BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
Subject
/ Alcohol
/ Alcohols
/ Alkanes
/ Analysis
/ Biofuels
/ Biomedical and Life Sciences
/ Carbon
/ Corn
/ energy
/ Esters
/ Fossils
/ Genes
/ Genetics and crop biotechnology
/ Genome-wide association studies
/ Genome-wide association studies (GWAS)
/ genome-wide association study
/ Genomes
/ Genomics
/ Leaves
/ Monomers
/ Rice
/ Single nucleotide polymorphisms
/ Single-nucleotide polymorphism
/ spring
/ Studies
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