Unknown,Transcriptomics,Genomics,Proteomics

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Defining Immune Heterogeneity in HNSCC with RNAseq

ABSTRACT: We collected up to 6 separate analytes per patient from 14 HNSCC individuals and evaluated spatial (9 cases) and/or temporal (8 cases) variability using RNAseq. Sections taken from a frozen section using a crytostat were analysed for RNA quality was assessed using the Agilent 2100 Bioanalyser (Agilent Technologies UK Ltd., Stockport, UK). Total RNA was converted into a library for sequencing on the HiSeq 2000 (Illumina Inc., San Diego, USA) using the TruSeqâ¢ stranded mRNA Sample Preparation Kit (Illumina Inc.). Briefly, poly-A mRNA was purified from total RNA (100ng) using the Poly(A) Purist Mag Kit (Life Technologies Ltd., Paisley, UK), according to the manufacturerâs instructions. The mRNA was then amplified and converted into cDNA, which was purified and used to construct libraries that were hybridized to the flow cell for single end (SE 35bp) sequencing. The protocol employed yielded 35-bp long reads. The quality of raw SE read data in FASTQ files were assessed and reads of low quality were trimmed or removed. SE reads were then mapped to the human genome (hg19) using TopHat (version 2.0.9) and, following the removal of multi-mapping reads, converted to gene specific read counts for annotated genes using HTSeq-count (version 0.5.4).

INSTRUMENT(S): Illumina HiSeq 2000

ORGANISM(S): Homo sapiens

SUBMITTER: James Clarke

PROVIDER: E-MTAB-4546 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:We wished to determine the changes in gene expression that occurred in S. ratti parasitic females as an infection progressed and thus as these stages are exposed to an anti-S. ratti immune response. To do this we compared gene expression in parasitic females recovered 6 days p.i. (i.e. no or very low immune response) with those recovered at 15 days p.i. (i.e. high immune response); for convenience, we refer to these as parasitic females subject to "low immune pressure" and "high immune pressure", respectively. These days were chosen because previous analyses of S. ratti parasitic females have shown significant differences in the size, appearance etc. of worms at these time points. The experimental design used, was to have at least three biological replicates for each sample (i.e. three independent preparations of the relevant worm samples and their RNA) and to have at least three technical replicates (i.e. independent, separate cDNA synthesis, amplification and hybridization etc.) for each biological replicate. For each hybridisation (below) a dye-swap was used i.e. each sample to be used in a hybridisation was labelled, separately, with each of the two dyes (below).<br> <br> 21,085 ESTs were sequenced from various S. ratti stage-specific libraries, of which 14,761 resulted in sequence data above a quality threshold that were then submitted to public databases. 11,551 clones were derived from the S. ratti parasitic libraries of which 7,385 produced sequence data (above a quality threshold); all of these 7,385 clones were arrayed together with a random sample of 1,619 of clones for which no sequence data were available. These 7,385 ESTs are highly redundant since they represent 2,963 contigs and 2,125 clusters, both including 1,220 singletons (i.e. clusters or contigs containing only one EST). Notwithstanding this redundancy, they were used in the microarray construction for two reasons: (i) this approach was less error-prone than attempting to select a unique clone set and (ii) this in-built redundancy provides many replicates of individual contigs and clusters, which can be exploited in quality-control analyses. In addition to these 9,004 S. ratti clones, the following controls were included: 281 EST clones from the mixed iL3/free-living adult library (representing 173 contigs and 167 clusters, 67 of which are singletons) to ensure that gene expression in the parasitic and free-living stages could be differentiated; 230 commercially available controls (Amersham Biosciences UK, Ltd.). 12 poly-A and 457 spotting buffer-only controls. Thus, in total 9,984 spots were arrayed.

Project description:Purpose: de novo sequencing and comparative analysis of the bark transciptomes of Hevea brasiliensis induced without ethephon (C), with ethephon for 8 hours (E8) and 24 hours (E24) to identify the genes and pathways related to the stimulation of rubber production by ethylene. The goals of this study are to reveal the molecular mechanism behind the stimulation of rubber production by ethylene. Methods: Bark RNA was extracted using the TRIzolÂ® Reagent (Invitrogen) and two cDNA libraries, H (healthy rubber trees) and T (TPD-affected trees), were prepared using the mRNA-Seq 8 sample prep Kit (Illumina). The libraries were deep sequenced using Illumina HiSeqTM 2000 (Illumina Inc., San Diego, CA, USA). Raw reads produced from sequencing machines were resorted to de novo assembly and gene annotation. Results: De novo sequencing and assembly of the bark transciptomes of Hevea brasiliensis induced with ethephon for 8 hours (E8) and 24 hours (E24) were performed. 51,965,770, 52,303,714 and 53,177,976 high-quality clean reads from E8, E24 and C (control) samples were assembled into 81,335, 80,048 and 80,800 unigenes respectively, with a total of 84,425 unigenes and an average length of 1,101 bp generated. 10,216 and 9,374 differentially expressed genes (DEGs) in E8 and E24 compared with C were respectively detected. The expression of several enzymes in crucial points of regulation in glycolysis were up-regulated and DEGs were not significantly enriched in isopentenyl diphosphate (IPP) biosynthesis pathway. In addition, up-regulated genes of great regulatory importance in carbon fixation (Calvin cycle) were identified. Conclusions: The rapid acceleration of glycolytic pathway supplying precursors for the biosynthesis of IPP and natural rubber, instead of rubber biosynthesis per se, may be responsible for ethylene stimulation of latex yield in rubber tree. The elevated rate of flux throughout the Calvin cycle may account for some durability of ethylene-induced stimulation. Our finding lays the foundations for molecular diagnostic and genetic engineering for high-yielding improvement of rubber tree. De novo sequencing of the transcriptomes of C (bark without ethephon application), E8 (bark with 1.5%-ethephon treatment for 8 hours) and E24 (bark with 1.5%-ethephon treatment for 24 hours) rubber trees was conducted using Illumina HiSeq 2000.

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Defining Immune Heterogeneity in HNSCC with RNAseq

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