ArticleBMC genomics2015
High-resolution genetic mapping of allelic variants associated with cell wall chemistry in Populus.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers.
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Who cites it
51 citing papers in PubMed, 113 citations in OpenAlex.
- Dynamic Rhizodeposition in the Woody Perennial Populus trichocarpa.Plant, cell & environment · 2026Article
- Higher Wood Density Lowers Feedstock Cost and Has Minimal Impact on Biomass Conversion to Biofuels.ACS sustainable chemistry & engineering · 2026Article
- Elucidating the drought-responsive changes in poplar cuticular waxes: a GWAS analysis of genes involved in fatty acid biosynthesis.Tree physiology · 2025Article
- Exon disruptive variants in Populus trichocarpa associated with wood properties exhibit distinct gene expression patterns.The plant genome · 2025Article
- Economic and Sustainability Impacts of Yield and Composition Variation in Bioenergy Crops: Switchgrass (ACS sustainable chemistry & engineering · 2024Article
- Intraspecific variability in plant and soil chemical properties in a common garden plantation of the energy crop Populus.PloS one · 2024Article
- Elemental profiling and genome-wide association studies reveal genomic variants modulating ionomic composition inFrontiers in plant science · 2024Article
- Acetylation in Ionic Liquids Dramatically Increases Yield in the Glycosyl Composition and Linkage Analysis of Insoluble and Acidic Polysaccharides.Analytical chemistry · 2023Article
- Genetic markers and tree properties predicting wood biorefining potential in aspen (Populus tremula) bioenergy feedstock.Biotechnology for biofuels and bioproducts · 2023Article
- Novel candidate genes for lignin structure identified through genome-wide association study of naturally varyingFrontiers in plant science · 2023Article
- Lignin engineering in forest trees: From gene discovery to field trials.Plant communications · 2022Review
- Acclimation and Compensating Metabolite Responses to UV-B Radiation in Natural and TransgenicMetabolites · 2022Article
- Construction of a high-density genetic map using specific-length amplified fragment markers and identification of QTLs for branching angle in poplar.Molecular genetics and genomics : MGG · 2022Article
- Abundance of Major Cell Wall Components in Natural Variants and Pedigrees ofFrontiers in plant science · 2022Article
- Machine Learning-Based Classification of Lignocellulosic Biomass from Pyrolysis-Molecular Beam Mass Spectrometry Data.International journal of molecular sciences · 2021Article
- Accurate determination of genotypic variance of cell wall characteristics of a Populus trichocarpa pedigree using high-throughput pyrolysis-molecular beam mass spectrometry.Biotechnology for biofuels · 2021Article
- Article
- SNPeffect: identifying functional roles of SNPs using metabolic networks.The Plant journal : for cell and molecular biology · 2020Article
- Host plant genetic control of associated fungal and insect species in aEcology and evolution · 2020Article
- Genome-Wide Association Study of Wood Anatomical and Morphological Traits inFrontiers in plant science · 2020Article
Corrections and comments
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Authors and funding
23 authors at 6 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundQTL cloning for the discovery of genes underlying polygenic traits has historically been cumbersome in long-lived perennial plants like Populus. Linkage disequilibrium-based association mapping has been proposed as a cloning tool, and recent advances in high-throughput genotyping and whole-genome resequencing enable marker saturation to levels sufficient for association mapping with no a priori candidate gene selection. Here, multiyear and multienvironment evaluation of cell wall phenotypes was conducted in an interspecific P. trichocarpa x P. deltoides pseudo-backcross mapping pedigree and two partially overlapping populations of unrelated P. trichocarpa genotypes using pyrolysis molecular beam mass spectrometry, saccharification, and/ or traditional wet chemistry. QTL mapping was conducted using a high-density genetic map with 3,568 SNP markers. As a fine-mapping approach, chromosome-wide association mapping targeting a QTL hot-spot on linkage group XIV was performed in the two P. trichocarpa populations. Both populations were genotyped using the 34 K Populus Infinium SNP array and whole-genome resequencing of one of the populations facilitated marker-saturation of candidate intervals for gene identification.
resultsFive QTLs ranging in size from 0.6 to 1.8 Mb were mapped on linkage group XIV for lignin content, syringyl to guaiacyl (S/G) ratio, 5- and 6-carbon sugars using the mapping pedigree. Six candidate loci exhibiting significant associations with phenotypes were identified within QTL intervals. These associations were reproducible across multiple environments, two independent genotyping platforms, and different plant growth stages. cDNA sequencing for allelic variants of three of the six loci identified polymorphisms leading to variable length poly glutamine (PolyQ) stretch in a transcription factor annotated as an ANGUSTIFOLIA C-terminus Binding Protein (CtBP) and premature stop codons in a KANADI transcription factor as well as a protein kinase. Results from protoplast transient expression assays suggested that each of the polymorphisms conferred allelic differences in the activation of cellulose, hemicelluloses, and lignin pathway marker genes.
conclusionThis study illustrates the utility of complementary QTL and association mapping as tools for gene discovery with no a priori candidate gene selection. This proof of concept in a perennial organism opens up opportunities for discovery of novel genetic determinants of economically important but complex traits in plants.
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