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SRX329501: GSM1198457: Yukon Field 2005 3; Eutrema salsugineum; RNA-Seq
2 LS454 (454 GS FLX Titanium) runs: 1.4M spots, 786.6M bases, 2.2Gb downloads

Submitted by: Gene Expression Omnibus (GEO)
Study: RNA-Seq effectively monitors gene expression in Eutrema salsuginuem plants growing in an extreme natural habitat and in controlled growth cabinet conditions
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Background: The investigation of extremophile plant species growing in their natural environment offers certain advantages, chiefly that plants adapted to severe habitats have a repertoire of stress tolerance genes that are regulated to maximize plant performance under physiologically challenging conditions. Accordingly, transcriptome sequencing offers a powerful approach to address questions concerning the influence of natural habitat on the physiology of an organism. We used RNA sequencing of Eutrema salsuginuem, an extremophile relative of Arabidopsis thaliana, to investigate the extent to which genetic variation and controlled versus natural environments contribute to differences between transcript profiles. Results: Using 10 million cDNA reads, we compared transcriptomes from two natural Eutrema accessions (originating from Yukon Territory, Canada and Shandong Province, China) grown under controlled conditions in cabinets and those from Yukon plants collected at a Yukon field site. We assessed the genetic heterogeneity between individuals using single-nucleotide polymorphisms (SNPs) and the expression patterns of 27,016 genes. Over 39,000 SNPs distinguish the Yukon from the Shandong accessions but only 4,475 SNPs differentiated transcriptomes of Yukon field plants from an inbred Yukon line. We found 2,898 genes that were differentially expressed between the three sample groups and multivariate statistical analyses showed that transcriptomes of individual plants from a Yukon field site were as reproducible as those from inbred plants grown under controlled conditions. Predicted functions based upon gene ontology classifications show that the transcriptomes of field plants were enriched by the differential expression of light- and stress-related genes, an observation consistent with the habitat where the plants were found. Conclusion: Our expectation that comparative RNA-Seq analysis of transcriptomes from plants originating in natural habitats would be confounded by uncontrolled genetic and environmental factors was not borne out. Moreover, the transcriptome data shows little genetic variation between laboratory Yukon Eutrema plants and those found at a field site. Transcriptomes were reproducible and biological associations meaningful whether plants were grown in cabinets or found in the field. Thus RNA-Seq is a valuable approach to study native plants in natural environments and this technology can be exploited to discover new gene targets for improved crop performance under adverse conditions. Funding Acknowledgement: This work was sponsored by an Ontario Research Fund-Research Excellence award 03-043 to EAW and RKC with support from by Viterra Inc. and Sigma-Aldrich. Overall design: The set of nine transcriptomes is 3 repeats of 3 different 'Treatments'. Each transcriptome was obtained from a different plant.
Sample: Yukon Field 2005 3
SAMN02297992 • SRS465564 • All experiments • All runs
Library:
Instrument: 454 GS FLX Titanium
Strategy: RNA-Seq
Source: TRANSCRIPTOMIC
Selection: cDNA
Layout: SINGLE
Construction protocol: Extractions of nucleic acids from Eutrema proved to be unsatisfactory using methods commonly employed for Arabidopsis. These issues were circumvented using a modification of the method described for cotton leaves in Wan and Wilkins (1994). Briefly, approximately 0.5 g of frozen leaf tissue in liquid nitrogen was ground to fine powder in a mortar and pestle and RNA was extracted according to the manufacturer's recommendation with 8 mL Tri Reagent (Sigma). This first crude preparation of total RNA was resuspended in 1 mL nuclease-free water and purified of polyphenolics and carbohydrates using a "hot borate" step (200 mM sodium borate decahydrate, 30 mM Na-EGTA, 1% (w/v) SDS, 1% (w/v) sodium deoxycholate, 2% (w/v) polyvinylpyrrolidone (PVP 40000), 0.1% (w/v) DEPC, pH 9.0) followed by sequential RNA precipitations with 2 M lithium chloride then ethanol. From approximately 150 μg of this high quality total RNA, mRNAs were purified in 3-4 repeated rounds of oligo-dT selection using a Sigma mRNA miniprep kit (MRN-10). Abundance and quality of RNA following total RNA extraction was assessed using RNA 6000 Nano chips (Agilent) on a Bioanalyzer 2100 instrument and mRNA selections were continued until no rRNA peaks were visible on Bioanalyzer electropherograms. Procedures for RNA fragmentation, cDNA synthesis, sequencing adaptor ligation andsize selection closely followed the Roche cDNA Rapid Library Preparation Manual,December 2010. Briefly, 200 ng of mRNA was chemically fragmented with ZnCl2 andused as a template to synthesize double-stranded cDNA using Roche Primer "random". The product of each cDNA synthesis was end-repaired and indexed with the regularRapid Library Adaptor with one exception: Libraries Shandong-2 and Shandong-3 wereindexed by ligation of Roche MID Adaptors 2 and Adaptors 3, respectively. Each cDNAlibrary was quantified by fluorometry on a Biotek Synergy 2 fluorometric plate reader.Size selection of each library in the 600-1200 bp range was verified by running a smallaliquot on a High Sensitivity DNA chip (Agilent) on the Bioanalyzer 2100. All sequencing libraries were in the range of 108 to 109 molecules/mL and stored in this concentrated form in TE buffer at -80 °C for several days to approximately 1 month until further analysis. Quantitative real-time RT-PCR was conducted on a Bio-Rad CFX96 instrument using primers specific for Eutrema ACTIN1 (F -ACAGGGTGCTCTTCAGGAGCGAT; R - GCATGGTGTTGTGAGCAACTGGG), whose product spans an intron. Contaminating genomic DNA was not detected in any sequencing library.
Experiment attributes:
GEO Accession: GSM1198457
Links:
External link:
Runs: 2 runs, 1.4M spots, 786.6M bases, 2.2Gb
Run# of Spots# of BasesSizePublished
SRR1004974668,625390.3M1.1Gb2013-09-30
SRR1004975686,448396.3M1.1Gb2013-09-30

ID:
458446

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