58 research outputs found

    Comprehensive transcriptome analysis of the highly complex Pisum sativum genome using next generation sequencing

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>The garden pea, <it>Pisum sativum</it>, is among the best-investigated legume plants and of significant agro-commercial relevance. <it>Pisum sativum </it>has a large and complex genome and accordingly few comprehensive genomic resources exist.</p> <p>Results</p> <p>We analyzed the pea transcriptome at the highest possible amount of accuracy by current technology. We used next generation sequencing with the Roche/454 platform and evaluated and compared a variety of approaches, including diverse tissue libraries, normalization, alternative sequencing technologies, saturation estimation and diverse assembly strategies. We generated libraries from flowers, leaves, cotyledons, epi- and hypocotyl, and etiolated and light treated etiolated seedlings, comprising a total of 450 megabases. Libraries were assembled into 324,428 unigenes in a first pass assembly.</p> <p>A second pass assembly reduced the amount to 81,449 unigenes but caused a significant number of chimeras. Analyses of the assemblies identified the assembly step as a major possibility for improvement. By recording frequencies of Arabidopsis orthologs hit by randomly drawn reads and fitting parameters of the saturation curve we concluded that sequencing was exhaustive. For leaf libraries we found normalization allows partial recovery of expression strength aside the desired effect of increased coverage. Based on theoretical and biological considerations we concluded that the sequence reads in the database tagged the vast majority of transcripts in the aerial tissues. A pathway representation analysis showed the merits of sampling multiple aerial tissues to increase the number of tagged genes. All results have been made available as a fully annotated database in fasta format.</p> <p>Conclusions</p> <p>We conclude that the approach taken resulted in a high quality - dataset which serves well as a first comprehensive reference set for the model legume pea. We suggest future deep sequencing transcriptome projects of species lacking a genomics backbone will need to concentrate mainly on resolving the issues of redundancy and paralogy during transcriptome assembly.</p

    Evolutionary Diversification of Plant Shikimate Kinase Gene Duplicates

    Get PDF
    Shikimate kinase (SK; EC 2.7.1.71) catalyzes the fifth reaction of the shikimate pathway, which directs carbon from the central metabolism pool to a broad range of secondary metabolites involved in plant development, growth, and stress responses. In this study, we demonstrate the role of plant SK gene duplicate evolution in the diversification of metabolic regulation and the acquisition of novel and physiologically essential function. Phylogenetic analysis of plant SK homologs resolves an orthologous cluster of plant SKs and two functionally distinct orthologous clusters. These previously undescribed genes, shikimate kinase-like 1 (SKL1) and -2 (SKL2), do not encode SK activity, are present in all major plant lineages, and apparently evolved under positive selection following SK gene duplication over 400 MYA. This is supported by functional assays using recombinant SK, SKL1, and SKL2 from Arabidopsis thaliana (At) and evolutionary analyses of the diversification of SK-catalytic and -substrate binding sites based on theoretical structure models. AtSKL1 mutants yield albino and novel variegated phenotypes, which indicate SKL1 is required for chloroplast biogenesis. Extant SKL2 sequences show a strong genetic signature of positive selection, which is enriched in a protein–protein interaction module not found in other SK homologs. We also report the first kinetic characterization of plant SKs and show that gene expression diversification among the AtSK inparalogs is correlated with developmental processes and stress responses. This study examines the functional diversification of ancient and recent plant SK gene duplicates and highlights the utility of SKs as scaffolds for functional innovation

    Correlation analysis of the transcriptome of growing leaves with mature leaf parameters in a maize RIL population

    Full text link

    How do single cell C4 species form dimorphic chloroplasts?

    No full text
    Bienertia sinuspersici is one of only three higher land plant species known to perform C4 photosynthesis without Kranz anatomy through partitioning of photosynthetic functions between dimorphic chloroplasts in a single photosynthetic cell. We recently reported the successful separation of the two chloroplast types and biochemical and functional analyses revealed differences in protein composition and specialization of photosynthetic functions. In Kranz type C4 species, spatial (or cell-specific) control of transcription of nuclear genes contributes to development of dimorphic chloroplasts, but obviously this cannot be involved in formation of dimorphic chloroplasts within individual photosynthetic cells. Therefore, we address here the question of how nuclear encoded proteins could be selectively targeted to plastids within a cell to form two types of chloroplasts. We discuss current knowledge of chloroplast differentiation in single cell C4 species and present three hypothetical mechanisms for how this could occur

    Determination of the DNA/RNA-Associated Subproteome from Chloroplasts and Other Plastid Types

    No full text
    International audiencePlastids of plant and algae cells are of endosymbiotic origin. They possess their own genome and a sophisticated protein machinery to express it. Studies over the recent years uncovered that the regulation of plastid gene expression is highly complex involving a multiplicity of regulatory protein factors that are mostly imported from the cytosol. Proper expression of the chloroplast genome in coordination with nuclear genome was found to be absolutely essential for efficient growth and development of plants especially during early steps of photomorphogenesis, but also at later stages of the plant life cycle. Protein factors being responsible for such essential steps, therefore, are highly interesting for fundamental science as well as for industrial applications targeting crop improvement and yield increase. Nevertheless, many proteins involved in regulation of plastid gene expression are still unidentified and/or uncharacterized. This asks for appropriate methods to analyze this special subproteome. Here, we describe suitable methods that proved to be successful in the analysis of the plastid subproteome of DNA/RNA-binding proteins
    corecore