isomiR2Function: An integrated workflow for identifying MicroRNA variants in plants

© 2017 Yang, Sablok, Qiao, Nie and Wen. In plants, post transcriptional regulation by non-coding RNAs (ncRNAs), in particular miRNAs (19-24 nt) has been involved in modulating the transcriptional landscape in developmental, biotic and abiotic interactions. In past few years, considerable focus has been leveraged on delineating and deciphering the role of miRNAs and their canonical isomiRs in plants. However, proper classification and accurate prediction of plant isomiRs taking into account the relative features by which we define isomiRs, such as templated or non-templated is still lacking. In the present research, we present isomiR2Function, a standalone easily deployable tool that allows for the robust and high-throughput discovery of templated and non-templated isomiRs. Additionally, isomiR2Function allows for identification of differentially expressed isomiRs and in parallel target prediction based on both transcripts or PARE-Seq either using Targetfinder or Cleaveland. isomiR2Function allows for the functional enrichment of the detected targets using TopGO package. Benchmarking of isomiR2Function revealed highly accurate prediction and classification of isomiRs as compared to the previously developed isomiR prediction tools. Additionally, the downstream implementation of additional features allows isomiR2Function to be classified as a single standalone tool for isomiR profiling from discovery to functional roles. All in all, isomiR2Function allows the streamline processing of the miRNA-seq for the identification and characterization of isomiRs with minimal efforts. isomiR2Function can be accessed through: https://gi thub.com/347033139/isomiR2Function

Postpartum atypical haemolytic uremic syndrome: a rare clinical entity

P-aHUS has incidence of 1 in 25000 pregnancies. It’s characterized by microangiopathic haemolytic anemia, thrombocytopenia and renal failure. Mrs X, 26 year old lady, G2 P1L1 with 39 weeks POG came to emergency of a tertiary care hospital. She underwent LSCS in view of previous caesarean section not willing for trial of labour. Antenatal, intrapartum and immediate post operative period were uneventful. However, she became anuric 36 hours post operatively. Laboratory investigations suggested hemolysis. Complement system evaluation showed decreased complement levels. Diagnosis of p-aHUS was made by taking multidisciplinary approach and renal biopsy. Patient received 4 sessions of plasmapheresis and symptomatic treatment. Gradually her urine output increased and she was discharged with the baby on post operative day 19. Diagnosis of p-aHUS is tricky owing to similar clinical features with many other pregnancy associated conditions. Timely management and diagnosis are imperative to save the mother’s life

Transcriptome analysis of Brachypodium during fungal pathogen infection reveals both shared and distinct defense responses with wheat

© 2017 The Author(s). Fusarium crown rot (FCR) of wheat and barley, predominantly caused by the fungal pathogen Fusarium pseudograminearum, is a disease of economic significance. The quantitative nature of FCR resistance within cultivated wheat germplasm has significantly limited breeding efforts to enhanced FCR resistance in wheat. In this study, we characterized the molecular responses of Brachypodium distachyon (Brachypodium hereafter) to F. pseudograminearum infection using RNA-seq to determine whether Brachypodium can be exploited as a model system towards better understanding of F. pseudograminearum-wheat interaction. The transcriptional response to infection in Brachypodium was strikingly similar to that previously reported in wheat, both in shared expression patterns of wheat homologs of Brachypodium genes and functional overlap revealed through comparative gene ontology analysis in both species. Metabolites produced by various biosynthetic pathways induced in both wheat and Brachypodium were quantified, revealing a high degree of overlap between these two species in metabolic response to infection but also showed Brachypodium does not produce certain defence-related metabolites found in wheat. Functional analyses of candidate genes identified in this study will improve our understanding of resistance mechanisms and may lead to the development of new strategies to protect cereal crops from pathogen infection

Synonymous Codon Usage, GC(3), and Evolutionary Patterns Across Plastomes of Three Pooid Model Species: Emerging Grass Genome Models for Monocots

We have analyzed factors affecting the codon usage pattern of the chloroplasts genomes of representative species of pooid grass family. Correspondence analysis of relative synonymous codon usages (RSCU) showed that genes on secondary axis were correlated with their GC(3S) values (all r 0.05), indicating mutational bias as an important selective force that shaped the variation in the codon usage among chloroplast genes. The Nc-plot showed that although a majority of the points with low-Nc values were lying below the expected curve, a few genes lied on the expected curve. Nc plot clearly showed that mutational bias plays a major role in codon biology across the monocot plastomes. The hydrophobicity and aromaticity of encoded proteins of each species were found to be other factors of codon usage variation. In the view of above light, besides natural selection, several other factors also likely to be involved in determining the selective constraints on codon bias in plastomes of pooid grass genomes. In addition, five codons (B. distachyon), seven codons (H. vulgare), and four codons (T. aestivum) were identified as optimal codons of the three grass chloroplasts. To identify genes evolving under positive selection, rates of nonsynonymous substitutions (Ka) and synonymous substitutions (Ks) were computed for all groups of orthologous gene pairs

Screening features to improve the class prediction of acute myeloid leukemia and myelodysplastic syndrome

After more than three decades of intensive investigations, the underpinning mechanism of myelodysplastic syndrome (MDS) and acute myeloid leukemia (AML) pathogenesis still remains largely uncharacterized, and their diagnosis relies heavily on the subjective factors. Recently gene expression profiling technique showed significant improvement in classifying some subtypes of AML, but the model's discriminating power of MDS from AML is still in its infancy. Feature selection plays an important role in the classification of the samples on the basis of the gene expression profiles. Our hypothesis explains that a better choice of features could improve the classification of the diseased and normal stage samples, and the potential application of feature screening to produce feature sets, with better accuracies and lowest number of embedded features. The observed results suggest that feature selection proves to be an essential and affirmative step in the biomedical data mining models based on gene expression profile

Genome-wide survey of alternative splicing in the grass Brachypodium distachyon: a emerging model biosystem for plant functional genomics

A draft sequence of the genome of Brachypodium distachyon, the emerging grass model, was recently released. This represents a unique opportunity to determine its functional diversity compared to the genomes of other model species. Using homology mapping of assembled expressed sequence tags with chromosome scale pseudomolecules, we identified 128 alternative splicing events in B. distachyon. Our study identified that retention of introns is the major type of alternative splicing events (53%) in this plant and highlights the prevalence of splicing site recognition for definition of introns in plants. We have analyzed the compositional profiles of exon-intron junctions by base-pairing nucleotides with U1 snRNA which serves as a model for describing the possibility of sequence conservation. The alternative splicing isoforms identified in this study are novel and represent one of the potentially biologically significant means by which B. distachyon controls the function of its genes. Our observations serve as a basis to understand alternative splicing events of cereal crops with more complex genomes, like wheat or barley