Project description:RNA isolated from draining tracheobronchial lymph nodes (TBLN) from 5-week old pigs, either clinically infected with a feral isolate of Pseudorabies virus or uninfected were interrogated using Illumina Digital Gene Expression Tag Profiling. Over 100 million tag sequences were observed, representing 4,064,189 unique 21-base sequences collected from TBLN at time points 1, 3, 6 and 14 days post-infection (dpi)
Project description:RNA isolated from draining tracheobronchial lymph nodes (TBLN) from 5-week old pigs, either clinically infected with a feral isolate of Pseudorabies virus or uninfected were interrogated using Illumina Digital Gene Expression Tag Profiling. Over 100 million tag sequences were observed, representing 4,064,189 unique 21-base sequences collected from TBLN at time points 1, 3, 6 and 14 days post-infection (dpi) RNA isolated from draining tracheobronchial lymph nodes (TBLN) from 5-week old pigs (% per group pooled), either clinically infected with feral isolate FS268 of Pseudorabies virus or uninfected at 1, 3, 6, and 14 days post inoculation. Over 100 million tag sequences were observed, representing 4,064,189 unique 21-base sequences.
Project description:Deregulated gene expression is a hallmark of cancer, however most studies to date have analyzed short-read RNA-sequencing data with inherent limitations. Here, we combine PacBio long-read isoform sequencing (Iso-Seq) and Illumina paired-end short read RNA sequencing to comprehensively survey the transcriptome of gastric cancer (GC), a leading cause of global cancer mortality. We performed full-length transcriptome analysis across 10 GC cell lines covering four major GC molecular subtypes (chromosomal unstable, Epstein-Barr positive, genome stable and microsatellite unstable). We identify 60,239 non-redundant full-length transcripts, of which >66% are novel compared to current transcriptome databases. Novel isoforms are more likely to be cell-line and subtype specific, expressed at lower levels with larger number of exons, with longer isoform/coding sequence lengths. Most novel isoforms utilize an alternate first exon, and compared to other alternative splicing categories are expressed at higher levels and exhibit higher variability. Collectively, we observe alternate promoter usage in 25% of detected genes, with the majority (84.2%) of known/novel promoter pairs exhibiting potential changes in their coding sequences. Mapping these alternate promoters to TCGA GC samples, we identify several cancer-associated isoforms, including novel variants of oncogenes. Tumor-specific transcript isoforms tend to alter protein coding sequences to a larger extent than other isoforms. Analysis of outcome data suggests that novel isoforms may impart additional prognostic information. Our results provide a rich resource of full-length transcriptome data for deeper studies of GC and other gastrointestinal malignancies.
Project description:Clinically translatable large animal models have become indispensable for cardiovascular research, clinically relevant proof of concept studies and for novel diagnostic and therapeutic interventions. In particular, the pig as emerged as an essential cardiovascular disease model, because its heart, circulatory system, and blood supply are anatomically and functionally similar to that of humans. Unfortunately, molecular and omics-based studies in the pig are hampered by the incompleteness of the genome and the lack of diversity of the corresponding transcriptome annotation. Here, we employed Nanopore long-read sequencing and in-depth proteomics on top of Illumina RNA-seq to enhance the pig cardiac transcriptome annotation. We assembled 15,926 transcripts, stratified into coding and non-coding, and validated our results by complementary mass spectrometry. A manual review of several gene loci, which are associated with cardiac function, corroborated the utility of our enhanced annotation. All our data are available for download and is also provided as tracks for integration in genome browsers. We deem this resource as highly valuable for molecular research in an increasingly relevant large animal model.
Project description:Purpose: Next-generation sequencing (NGS) has revolutionized systems-based analysis of cellular pathways. The goals of this study are to compare NGS-derived Triticum aestivum transcriptome (RNA-seq) profiling methods and to evaluate genotypes associated with resistance against the Wheat dwarf virus. Methods: Triticum aestivum mRNA profiles of genotypes associated with resistance against the Wheat dwarf virus were generated by deep sequencing, in four replicates, using Illumina. The sequence reads that passed quality filters were analyzed at the transcript isoform level with two methods: Burrows–Wheeler Aligner (BWA) followed by ANOVA (ANOVA) and TopHat followed by Cufflinks. qRT–PCR validation was performed using TaqMan and SYBR Green assays. Conclusions: Our study represents the first detailed analysis of Triticum aestivum transcriptomes, with biologic replicates, generated by RNA-seq technology. The optimized data analysis workflows reported here should provide a framework for comparative investigations of expression profiles. Our results show that NGS offers a comprehensive and more accurate quantitative and qualitative evaluation of mRNA and miRNA content within a cell or tissue. We conclude that RNA-seq based transcriptome characterization would expedite genetic network analyses and permit the dissection of complex biologic functions.
Project description:Pseudorabies, an acute infectious disease caused by pseudorabies virus (PRV), has caused enormous economic losses to the breeding industry in many countries worldwide. Accumulating evidence indicates that long non-coding RNAs (lncRNAs) may play important roles in the antiviral responses. However, little is known about the identification and functions of swine lncRNAs in cellular antiviral responses against PRV II. In this study, we detected the expression profiles of host lncRNAs and mRNAs from PRV-DX, a wild-type (WT) strain of PRV II, and its attenuated gE-TK- PRV-DX infected cells by high-throughput RNA sequencing. Finally, we identified differentially expressed (DE) 664 lncRNAs and DE 7,199 mRNAs from PRV-DX infected cells, and 654 DE lncRNAs and DE 7,149 mRNAs from gE-TK- PRV-DX infected cells when compared to MOCK infected cells, respectively, especially including 469 common DE lncRNAs and 5836 DE mRNAs. Besides 276 DE lncRNAs and 2,272 DE mRNAs between PRV-DX and gE-TK- PRV-DX infected cells were identified. The potential functions of the significant DE lncRNAs were involved in interleukin secretion, axon extension and metabolic process based on the Gene ontology and Kyoto Encyclopedia of Genes and Genomes databases. Taken together, results highlighted the potentials of lncRNA as targets for antiviral therapy and enriched the current knowledge of the mechanisms underlying the interaction between PRV II and its host cells.
Project description:High throughput sequencing was performed using Illumina HiSeq to identify differentially regulated genes in Culex mosquitoes after West Nile virus infection.
Project description:Transcriptome sequencing from Nicotiana benthamiana leaves non-infected and infected with Turnip mosaic virus at 6 days post inoculation.