ArticleBMC genomics2012
Sequencing of the needle transcriptome from Norway spruce (Picea abies Karst L.) reveals lower substitution rates, but similar selective constraints in gymnosperms and angiosperms.
Article in BMC genomics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed.
- Article
- A multiscale approach to detect selection in nonmodel tree species: Widespread adaptation despite population decline inEvolutionary applications · 2020Article
- The Mitogenome of Norway Spruce and a Reappraisal of Mitochondrial Recombination in Plants.Genome biology and evolution · 2020Article
- Genomic data provide new insights on the demographic history and the extent of recent material transfers in Norway spruce.Evolutionary applications · 2019Article
- Scanning RNA-Seq and RAD-Seq approach to develop SNP markers closely linked toBreeding science · 2019Article
- Characterization and Application of EST-SSR Markers Developed From the Transcriptome ofFrontiers in genetics · 2019Article
- A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies).BMC genomics · 2018Article
- A comprehensive analysis of the Korean fir (Abies koreana) genes expressed under heat stress using transcriptome analysis.Scientific reports · 2018Article
- Comparative Transcriptomics Among Four White Pine Species.G3 (Bethesda, Md.) · 2018Article
- Drought Sensitivity of Norway Spruce at the Species' Warmest Fringe: Quantitative and Molecular Analysis Reveals High Genetic Variation Among and Within Provenances.G3 (Bethesda, Md.) · 2018Article
- Article
- Comprehensive analysis of correlations among codon usage bias, gene expression, and substitution rate in Arachis duranensis and Arachis ipaënsis orthologs.Scientific reports · 2017Article
- Association genetics of phenolic needle compounds in Norway spruce with variable susceptibility to needle bladder rust.Plant molecular biology · 2017Article
- Contrasting Rates of Molecular Evolution and Patterns of Selection among Gymnosperms and Flowering Plants.Molecular biology and evolution · 2017Article
- Single-Copy Genes as Molecular Markers for Phylogenomic Studies in Seed Plants.Genome biology and evolution · 2017Article
- Genetic mapping of Pinus flexilis major gene (Cr4) for resistance to white pine blister rust using transcriptome-based SNP genotyping.BMC genomics · 2016Article
- Identifying Genetic Signatures of Natural Selection Using Pooled Population Sequencing in Picea abies.G3 (Bethesda, Md.) · 2016Article
- Transcriptome-enabled marker discovery and mapping of plastochron-related genes in Petunia spp.BMC genomics · 2015Article
- Genome-wide analysis reveals diverged patterns of codon bias, gene expression, and rates of sequence evolution in picea gene families.Genome biology and evolution · 2015Article
- Clinal variation at phenology-related genes in spruce: parallel evolution in FTL2 and Gigantea?Genetics · 2014Article
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA detailed knowledge about spatial and temporal gene expression is important for understanding both the function of genes and their evolution. For the vast majority of species, transcriptomes are still largely uncharacterized and even in those where substantial information is available it is often in the form of partially sequenced transcriptomes. With the development of next generation sequencing, a single experiment can now simultaneously identify the transcribed part of a species genome and estimate levels of gene expression.
resultsmRNA from actively growing needles of Norway spruce (Picea abies) was sequenced using next generation sequencing technology. In total, close to 70 million fragments with a length of 76 bp were sequenced resulting in 5 Gbp of raw data. A de novo assembly of these reads, together with publicly available expressed sequence tag (EST) data from Norway spruce, was used to create a reference transcriptome. Of the 38,419 PUTs (putative unique transcripts) longer than 150 bp in this reference assembly, 83.5% show similarity to ESTs from other spruce species and of the remaining PUTs, 3,704 show similarity to protein sequences from other plant species, leaving 4,167 PUTs with limited similarity to currently available plant proteins. By predicting coding frames and comparing not only the Norway spruce PUTs, but also PUTs from the close relatives Picea glauca and Picea sitchensis to both Pinus taeda and Taxus mairei, we obtained estimates of synonymous and non-synonymous divergence among conifer species. In addition, we detected close to 15,000 SNPs of high quality and estimated gene expression differences between samples collected under dark and light conditions.
conclusionsOur study yielded a large number of single nucleotide polymorphisms as well as estimates of gene expression on transcriptome scale. In agreement with a recent study we find that the synonymous substitution rate per year (0.6 × 10-09 and 1.1 × 10-09) is an order of magnitude smaller than values reported for angiosperm herbs. However, if one takes generation time into account, most of this difference disappears. The estimates of the dN/dS ratio (non-synonymous over synonymous divergence) reported here are in general much lower than 1 and only a few genes showed a ratio larger than 1.
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