ArticleAnnals of botany2016
Ecological characteristics and in situ genetic associations for yield-component traits of wild Miscanthus from eastern Russia.
Article in Annals of botany, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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11 citing papers in PubMed, 33 citations in OpenAlex.
- Draft genome assembly of the biofuel grass cropF1000Research · 2021Article
- Linkage mapping evidence for a syntenic QTL associated with flowering time in perennial CGlobal change biology. Bioenergy · 2021Article
- Genome biology of the paleotetraploid perennial biomass crop Miscanthus.Nature communications · 2020Article
- Genomic index selection provides a pragmatic framework for setting and refining multi-objective breeding targets in Miscanthus.Annals of botany · 2019Article
- Article
- Stem growth characteristics of high yieldingGlobal change biology. Bioenergy · 2019Article
- Breeding progress and preparedness for mass-scale deployment of perennial lignocellulosic biomass crops switchgrass, miscanthus, willow and poplar.Global change biology. Bioenergy · 2019Article
- Vavilov's Collection of Worldwide Crop Genetic Resources in the 21st Century.Biopreservation and biobanking · 2018Article
- Determination of Leaf Water Content by Visible and Near-Infrared Spectrometry and Multivariate Calibration inFrontiers in plant science · 2017Article
- Application of visible and near-infrared spectroscopy to classification of Miscanthus species.PloS one · 2017Article
- TagDigger: user-friendly extraction of read counts from GBS and RAD-seq data.Source code for biology and medicine · 2016Article
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Authors and funding
18 authors at 8 institutions in 6 countries.
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No grant is acknowledged in the PubMed record.
Abstract
Background and aims Miscanthus is a genus of perennial C4 grasses native to East Asia. It includes the emerging ligno-cellulosic biomass crop M. ×giganteus, a hybrid between M. sinensis and M. sacchariflorus. Biomass yield and cold tolerance are of particular interest in Miscanthus, given that this crop is more temperate adapted than its C4 relatives maize, sorghum and sugarcane. Methods A plant exploration was conducted in eastern Russia, at the northern extreme of the native range for Miscanthus, with collections including 174 clonal germplasm accessions (160 M. sacchariflorus and 14 M. sinensis) from 47 sites. Accessions were genotyped by restriction site-associated DNA sequencing (RAD-seq) and plastid microsatellites. Key Results Miscanthus sinensis was found in maritime climates near Vladivostok (43·6°N) and on southern Sakhalin Island (46·6°N). Miscanthus sacchariflorus was found inland at latitudes as high as 49·3°N, where M. sinensis was absent. Most M. sacchariflorus accessions were diploid, but approx. 2 % were tetraploids. Molecular markers revealed little population structure (Jost's D < 0·007 among diploid groups) but high genetic diversity (expected heterozygosity = 0·14) within the collection of Russian M. sacchariflorus. Genome-wide association (GWA) analysis for traits measured at the collection sites revealed three M. sacchariflorus single nucleotide polymorphisms (SNPs) significantly associated with the number of stems per unit area, one with height and one with basal stem diameter; three were near or within previously described sorghum quantitative trait loci for related traits. Conclusions This new Miscanthus germplasm collection from eastern Russia will be useful for breeding Miscanthus and sugarcane cultivars with improved adaptation to cold. Moreover, a strategy is proposed to facilitate the rapid utilization of new germplasm collections: by implementing low-cost SNP genotyping to conduct GWA studies of phenotypic data obtained at collection sites, plant breeders can be provided with actionable information on which accessions have desirable traits and alleles.
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