ArticleBiotechnology for biofuels2016
Biomass traits and candidate genes for bioenergy revealed through association genetics in coppiced European Populus nigra (L.).
Article in Biotechnology for biofuels, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 48 citations in OpenAlex.
- Unraveling plant phenotype to genotype associations with daily hyperspectral traits inPlant phenomics (Washington, D.C.) · 2026Article
- Integrating GWAS-guided markers preselection with genomic selection enhances prediction of pulpwood-related traits in slash pine (Pinus elliottii Englem.).BMC plant biology · 2026Article
- Haplotype-resolved T2T genome assembly of the Populus nigra NL-1976.Scientific data · 2025Article
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- Climate-driven convergent evolution in riparian ecosystems on sky islands.Scientific reports · 2023Article
- Novel candidate genes for lignin structure identified through genome-wide association study of naturally varyingFrontiers in plant science · 2023Article
- Genotypic and tissue-specific variation of Populus nigra transcriptome profiles in response to drought.Scientific data · 2022Article
- Integrating genome-wide association mapping of additive and dominance genetic effects to improve genomic prediction accuracy in Eucalyptus.The plant genome · 2022Article
- Genetic control of tracheid properties in Norway spruce wood.Scientific reports · 2020Article
- Association mapping identifies quantitative trait loci (QTL) for digestibility in rice straw.Biotechnology for biofuels · 2020Article
- Genome-Wide Association Study of Wood Anatomical and Morphological Traits inFrontiers in plant science · 2020Article
- Genetic variation of biomass recalcitrance in a naturalBiotechnology for biofuels · 2019Article
- Accuracy of RNAseq based SNP discovery and genotyping in Populusnigra.BMC genomics · 2018Article
- Mycorrhiza-Triggered Transcriptomic and Metabolomic Networks Impinge on Herbivore Fitness.Plant physiology · 2018Article
- Genome-Wide Association Studies to Improve Wood Properties: Challenges and Prospects.Frontiers in plant science · 2018Review
- Genomic prediction in contrast to a genome-wide association study in explaining heritable variation of complex growth traits in breeding populations of Eucalyptus.BMC genomics · 2017Article
- AspWood: High-Spatial-Resolution Transcriptome Profiles Reveal Uncharacterized Modularity of Wood Formation inThe Plant cell · 2017Article
- Association genetics of phenolic needle compounds in Norway spruce with variable susceptibility to needle bladder rust.Plant molecular biology · 2017Article
- Impact of RAV1-engineering on poplar biomass production: a short-rotation coppice field trial.Biotechnology for biofuels · 2017Article
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Authors and funding
13 authors at 7 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSecond generation (2G) bioenergy from lignocellulosic feedstocks has the potential to develop as a sustainable source of renewable energy; however, significant hurdles still remain for large-scale commercialisation. Populus is considered as a promising 2G feedstock and understanding the genetic basis of biomass yield and feedstock quality are a research priority in this model tree species.
resultsWe report the first coppiced biomass study for 714 members of a wide population of European black poplar (Populus nigra L.), a native European tree, selected from 20 river populations ranging in latitude and longitude between 40.5 and 52.1°N and 1.0 and 16.4°E, respectively. When grown at a single site in southern UK, significant Site of Origin (SO) effects were seen for 14 of the 15 directly measured or derived traits including biomass yield, leaf area and stomatal index. There was significant correlation (p < 0.001) between biomass yield traits over 3 years of harvest which identified leaf size and cell production as strong predictors of biomass yield. A 12 K Illumina genotyping array (constructed from 10,331 SNPs in 14 QTL regions and 4648 genes) highlighted significant population genetic structure with pairwise FST showing strong differentiation (p < 0.001) between the Spanish and Italian subpopulations. Robust associations reaching genome-wide significance are reported for main stem height and cell number per leaf; two traits tightly linked to biomass yield. These genotyping and phenotypic data were also used to show the presence of significant isolation by distance (IBD) and isolation by adaption (IBA) within this population.
conclusionsThe three associations identified reaching genome-wide significance at p < 0.05 include a transcription factor; a putative stress response gene and a gene of unknown function. None of them have been previously linked to bioenergy yield; were shown to be differentially expressed in a panel of three selected genotypes from the collection and represent exciting, novel candidates for further study in a bioenergy tree native to Europe and Euro-Asia. A further 26 markers (22 genes) were found to reach putative significance and are also of interest for biomass yield, leaf area, epidermal cell expansion and stomatal patterning. This research on European P. nigra provides an important foundation for the development of commercial native trees for bioenergy and for advanced, molecular breeding in these species.
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