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SRX1096945: GSM1821496: RNASeq Root [TAGCTT_r]; Sorghum bicolor; RNA-Seq
1 ILLUMINA (NextSeq 500) run: 39.6M spots, 11.9G bases, 6.9Gb downloads

Submitted by: Gene Expression Omnibus (GEO)
Study: DNA Methylation and Gene Expression Regulation Associated with Vascularization in Sorghum bicolor
show Abstracthide Abstract
Plant secondary cell walls constitute the majority of plant biomass and are an important source of biomaterials. Secondary cell walls are particularly prominent in xylem cells present in the vascular tissue. Although the process of vascularization has been extensively studied in the dicot Arabidopsis thaliana, remarkably little is known about these processes in grass species despite their emerging importance as biomass feedstocks. The targeted biofuel crop Sorghum bicolor has a sequenced and well-annotated genome, making it an ideal monocot model for addressing vascularization and biomass deposition. Here we generated tissue-specific transcriptome data using laser capture microdissection in the developing vascular and non-vascular tissues of the sorghum root. Many sorghum genes with enriched expression in developing vasculature were orthologous to genes previously associated with vascular development in other species. However, a number of transcription factor families, including NAC domain, MYB and ARF varied in their complement of vascular expressed genes to a considerable degree in sorghum compared to Arabidopsis and/or maize. Differential expression of genes associated with DNA methylation and chromatin modification were identified between vascular and non-vascular cell types, implying that changes in DNA methylation may be a feature of sorghum root vascularization. To profile DNA methylation in these tissues, sodium bisulfite sequencing of laser capture microdissected tissue was performed. DNA methylation was enriched in genic regions of genes demonstrating higher expression in non-vascular tissues. Methylation in genic and intergenic regions varied by tissue type and gene expression level. Furthermore, genes involved in cell elongation showed differences in methylation levels concomitant with expression between non-vascular and vascular tissue types suggesting a novel mode by which root growth in distinct tissues may be modulated. Our results provide both a genetic and epigenetic framework for studying vascularization and secondary cell wall development in sorghum. Overall design: Eight samples of paired-end reads were analyzed across four tissue types, four samples for RNASeq and four for bisulfite sequencing of Sorghum bicolor (L.) Moench (BTx623) 3 day old seedlings. Whole root, whole shoot, vascular and nonvascular samples were analyzed with three replicates per tissue type for both RNASeq and bisulfite sequencing. 
Sample: RNASeq Root [TAGCTT_r]
SAMN03858058 • SRS992263 • All experiments • All runs
Organism: Sorghum bicolor
Library:
Instrument: NextSeq 500
Strategy: RNA-Seq
Source: TRANSCRIPTOMIC
Selection: cDNA
Layout: PAIRED
Construction protocol: For all experiments carried out in this manuscript, Sorghum bicolor (L.) Moench (BTx623) seeds were separated into three biological replicates prior to germination under sterile conditions at ( 28C for N/NV LCM) while maintained in a 16/8 light/dark cycle for 3 days. For whole root and whole shoot transcriptomes RNA was isolated using TRIzol reagent (Life Technologies) according to the manufacturer's instructions followed by DNase treatment using RQ1 enzyme (Promega). Whole root and whole shoot methylomes were prepared from DNA extracted using a method modified from that of Shure. Briefly, powdered tissue that had been ground in N2 was resuspended in an extraction buffer containing 8 M urea, 350 mM NaCl, 50 mM Tris-HCI (pH 7.5), 20 mM EDTA and 2% sarcosyl prior to phenol chloroform extraction and precipitation with isopropanol. DNA was collected by centrifugation and cleaned following resuspension in TE with ammonium acetate/isopropanol precipitation. Precipitated DNA was collected by centrifugation rinsed with 75% ethanol and resuspended in TE. For root vascular and non-vascular nucleic acid preps Sorghum tissue was prepared for laser capture microdissection (LCM) as described. Shoots and roots were separated prior to fixation in EEA. Samples were dehydrated through an ethanol series prior to embedding in paraplast X-tra. 8-10 micron sections were mounted on PEN membrane slides (Leica) and vascular and nonvascular tissue were separated using the LCM setup described. For RNA extraction a RNAqueous-Micro Kit (Ambion) was used and for DNA extraction a QIAamp Micro DNA kit (Qiagen). For whole root and whole shoot RNA-seq, mRNA was purified from 1µg of total RNA using magnetic beads containing poly-T oligos. LCM RNA-seq libraries were prepared by removing rRNA from 10-50ng of total RNA using Ribo-Zero™ rRNA Removal Kit (Epicentre). For both whole shoot/root and LCM captured material, stranded cDNA libraries were generated using Illumina Truseq Stranded RNA LT kit (Illumina). mRNA was fragmented using divalent cations and high temperature. The fragmented RNA was reversed transcribed using random hexamers and SSII (Invitrogen) followed by second strand synthesis. The fragmented cDNA was treated with end-repair, A-tailing, adapter ligation, and 10 cycles of PCR (for whole root/shoot) or 15 cycles of PCR (for LCM captured material). qPCR was used to determine the concentration of the libraries. Libraries were sequenced on the Illumina Hiseq. Whole root and whole shoot methylomes were generated from 1ug of DNA which was sheared to 500bp using the covaris LE220 (Covaris). DNA fragments smaller than 200bp were removed using SPRI beads (Beckman Coulter). The fragments were treated with end-repair, A- tailing, and ligation of methylated Illumina adapters (Illumina) using an Illumina library creation kit (KAPA biosystems). The adaptor ligated DNA were bisulfite treated using EZ DNA Methylation Lightning Kit (Zymo Research), converting the non-methylated nucleotides from Cytosines to Uracil. The converted DNA was enriched with 10 cycles of PCR to generate the final library. qPCR was used to determine the concentration of the libraries. Libraries were sequenced on the Illumina Hiseq. Vascular and non-vascular root methalomes were generated in the same manner, but from 100ng of Laser Capture Microdissection DNA which was sheared to 700bp. Removal of < 200 bp fragments, end-repair, A- tailing, adaptor ligation and bisulphide conversion were as described for whole root/shoot. The converted DNA was enriched with 12 cycles of PCR to generate the final library.
Experiment attributes:
GEO Accession: GSM1821496
Links:
Runs: 1 run, 39.6M spots, 11.9G bases, 6.9Gb
Run# of Spots# of BasesSizePublished
SRR210232939,553,55211.9G6.9Gb2017-01-03

ID:
1602584

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