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1.
Bioinformatics ; 33(16): 2446-2454, 2017 Aug 15.
Article in English | MEDLINE | ID: mdl-28407097

ABSTRACT

MOTIVATION: MicroRNAs are a class of ∼21-22 nt small RNAs which are excised from a stable hairpin-like secondary structure. They have important gene regulatory functions and are involved in many pathways including developmental timing, organogenesis and development in eukaryotes. There are several computational tools for miRNA detection from next-generation sequencing datasets. However, many of these tools suffer from high false positive and false negative rates. Here we present a novel miRNA prediction algorithm, miRCat2. miRCat2 incorporates a new entropy-based approach to detect miRNA loci, which is designed to cope with the high sequencing depth of current next-generation sequencing datasets. It has a user-friendly interface and produces graphical representations of the hairpin structure and plots depicting the alignment of sequences on the secondary structure. RESULTS: We test miRCat2 on a number of animal and plant datasets and present a comparative analysis with miRCat, miRDeep2, miRPlant and miReap. We also use mutants in the miRNA biogenesis pathway to evaluate the predictions of these tools. Results indicate that miRCat2 has an improved accuracy compared with other methods tested. Moreover, miRCat2 predicts several new miRNAs that are differentially expressed in wild-type versus mutants in the miRNA biogenesis pathway. AVAILABILITY AND IMPLEMENTATION: miRCat2 is part of the UEA small RNA Workbench and is freely available from http://srna-workbench.cmp.uea.ac.uk/. CONTACT: v.moulton@uea.ac.uk or s.moxon@uea.ac.uk. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Computational Biology/methods , Genetic Loci , High-Throughput Nucleotide Sequencing/methods , MicroRNAs/genetics , Software , Algorithms , Animals , Entropy , Plants/genetics , Plants/metabolism , Sequence Analysis, DNA/methods , Sequence Analysis, RNA/methods
2.
Genome Res ; 27(5): 885-896, 2017 05.
Article in English | MEDLINE | ID: mdl-28420692

ABSTRACT

Advances in genome sequencing and assembly technologies are generating many high-quality genome sequences, but assemblies of large, repeat-rich polyploid genomes, such as that of bread wheat, remain fragmented and incomplete. We have generated a new wheat whole-genome shotgun sequence assembly using a combination of optimized data types and an assembly algorithm designed to deal with large and complex genomes. The new assembly represents >78% of the genome with a scaffold N50 of 88.8 kb that has a high fidelity to the input data. Our new annotation combines strand-specific Illumina RNA-seq and Pacific Biosciences (PacBio) full-length cDNAs to identify 104,091 high-confidence protein-coding genes and 10,156 noncoding RNA genes. We confirmed three known and identified one novel genome rearrangements. Our approach enables the rapid and scalable assembly of wheat genomes, the identification of structural variants, and the definition of complete gene models, all powerful resources for trait analysis and breeding of this key global crop.


Subject(s)
Contig Mapping/methods , Genome, Plant , Molecular Sequence Annotation/methods , Plant Proteins/genetics , Translocation, Genetic , Triticum/genetics , Algorithms , Contig Mapping/standards , Molecular Sequence Annotation/standards , Polymorphism, Genetic , Polyploidy
3.
Environ Microbiol ; 17(8): 3009-24, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25953485

ABSTRACT

Fungi are principal actors of forest soils implied in many ecosystem services and the mediation of tree's responses. Forecasting fungal responses to environmental changes is necessary for maintaining forest productivity, although our partial understanding of how abiotic and biotic factors affect fungal communities is restricting the predictions. We examined fungal communities of Pinus sylvestris along elevation gradients to check potential responses to climate change-associated factors. Fungi of roots and soils were analysed at a regional scale, by using a high-throughput sequencing approach. Overall soil fungal richness increased with pH, whereas it did not vary with climate. However, when representative sub-assemblages, i.e. Ascomycetes/Basidiomycetes, and families were analysed, they differentially answered to climatic and edaphic variables. This response was dependent on where they settled, i.e. soil versus roots, and/or on their lifestyle, i.e. mycorrhizal or not, suggesting different potential functional weights within the community. Our results revealed a highly compartmentalized and contrasted response of fungal communities in forest soils. The different response of fungal sub-assemblages indicated a range of possible selective direct and indirect (i.e. via host) impacts of climatic variations on these communities, of unknown functional consequences, that helps in understanding potential fungal responses under future global change scenarios.


Subject(s)
Ascomycota/genetics , Basidiomycota/genetics , Forests , Pinus sylvestris/microbiology , Plant Roots/microbiology , Soil Microbiology , Ascomycota/classification , Base Sequence , Basidiomycota/classification , Climate Change , DNA, Fungal/genetics , Ecosystem , France , High-Throughput Nucleotide Sequencing , Mycorrhizae/physiology , Sequence Analysis, DNA , Soil , Spain , Trees/microbiology
4.
PLoS One ; 9(6): e100668, 2014.
Article in English | MEDLINE | ID: mdl-24971637

ABSTRACT

The diversity of fungi along environmental gradients has been little explored in contrast to plants and animals. Consequently, environmental factors influencing the composition of fungal assemblages are poorly understood. The aim of this study was to determine whether the diversity and composition of leaf and root-associated fungal assemblages vary with elevation and to investigate potential explanatory variables. High-throughput sequencing of the Internal Transcribed Spacer 1 region was used to explore fungal assemblages along three elevation gradients, located in French mountainous regions. Beech forest was selected as a study system to minimise the host effect. The variation in species richness and specific composition was investigated for ascomycetes and basidiomycetes assemblages with a particular focus on root-associated ectomycorrhizal fungi. The richness of fungal communities associated with leaves or roots did not significantly relate to any of the tested environmental drivers, i.e. elevation, mean temperature, precipitation or edaphic variables such as soil pH or the ratio carbon∶nitrogen. Nevertheless, the ascomycete species richness peaked at mid-temperature, illustrating a mid-domain effect model. We found that leaf and root-associated fungal assemblages did not follow similar patterns of composition with elevation. While the composition of the leaf-associated fungal assemblage correlated primarily with the mean annual temperature, the composition of root-associated fungal assemblage was explained equally by soil pH and by temperature. The ectomycorrhizal composition was also related to these variables. Our results therefore suggest that above and below-ground fungal assemblages are not controlled by the same main environmental variables. This may be due to the larger amplitude of climatic variables in the tree foliage compared to the soil environment.


Subject(s)
Biodiversity , Fagus/microbiology , Fungi/physiology , Plant Leaves/microbiology , Plant Roots/microbiology , Soil Microbiology , Ascomycota/genetics , Ascomycota/physiology , Basidiomycota/genetics , Basidiomycota/physiology , Carbon/metabolism , Computational Biology , DNA, Fungal/chemistry , DNA, Fungal/isolation & purification , Fungi/genetics , Hydrogen-Ion Concentration , Nitrogen/metabolism , Phosphorus/metabolism , Sequence Analysis, DNA , Temperature
5.
J Gravit Physiol ; 9(1): P375-6, 2002 Jul.
Article in English | MEDLINE | ID: mdl-15002621

ABSTRACT

The German-French biological experiment AQUARIUS-XENOPUS which flew on the Soyuz flight Andromede to the International Space Station ISS (launched October 21, 2001 in Baikonour/Kazakhstan) was extended by an outreach project. Pupils of class 10 to 12 from Ulm/D and Nancy-Tomblaine/F studied swimming behavior of Xenopus tadpoles on ground. They were instructed to perform all experimental steps following the protocol of similar video recordings on ISS. After the flight, they evaluated the kinetics of swimming of both ground controls and space animals. The pupil project included theoretical components to introduce them to the field of gravitational biology. One feature of the project was the exchange of ideas between pupils by meetings which took place in Ulm (June 2001), Nancy (February 2002) and Paris (May 2002). We consider our approach as a successful way to include young people in space experiments on a cheap cost level and to bring ideas of gravitational biology into the curricula of European schools.

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