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RNA-Seq analysis of maize lines resistant and susceptible to Cercospora zeina, causal organism of Grey leafspot disease

ABSTRACT: Purpose: The aim was to compare the transcriptome (using RNASeq) of a Cercospora zeina-resistant line (RIL387) and a Cercospora zeina susceptible line (RIL165), following inoculation by Cercospora zeina, in order to identify the defense responses associated with each line. Methods: Plants were grown in rows in three randomised blocks. Natural infection with Cercospora zeina was allowed to take place. Infected leves were harvested at the R5-early dent stage. Three leaves (one per plant) were harvested per block and pooled to make up one biological rep. One biological rep was harvested per block for each line. RNA was extracted and sequenced using Illumina. Sequencing reads were mapped to the B73 reference genome and were analysed using the Tuxedo suite of tools (Top hat, Cufflinks, Cuffmerge and Cuffdiff). Results: 5349 genes were differentially expressed between RIL165 and RIL387. In order to dissect responses specific to RIL165 and RIL387, 2394 genes with Log2FC ≤-1 were defined as having higher expression in RIL165 compared to RIL387 and 1393 genes with a Log2FC ≥1 as having increased expression in RIL387 compared to RIL165. Nine genes were validated using RT-qPCR. Four reference genes were included in the RT-qPCR analysis. Differentially expressed genes were further analysed for GO enrichment and pathway representation. Conclusions: Our RNA-Seq results show that a resistant and susceptible line repond differently to infection with Cercospora zeina, as differentially expressed genes were identified between the two lines.

ORGANISM(S): Zea mays

PROVIDER: GSE99005 | GEO | 2018/02/13

REPOSITORIES: GEO

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Project description:Embryonic stem cells (ESCs), which are derived from the primitive ectoderm of pre-implantation blastocysts, are pluripotent cells and can thus contribute to the formation of all somatic cell lineages in chimeric animals. Similarly, epiblast stem cells (EpiSCs), which are derived from epiblast tissue of post-implantation embryos, are also pluripotent and can give rise to derivatives of all three germ layers in teratoma assays. Introduction of the four transcription factors Oct4/Sox2/Klf4/c-Myc into somatic cells has been shown to generate induced pluripotent stem cells (iPSCs). iPSCs exhibit ESC-like properties and are virtually identical to ESCs with respect to a number of charactertistics. However, generation of EpiSC-like cells by direct reprogramming of somatic cells using these transcription factors has not been shown to date. Here we show that Yamanaka’s four transcription factors can be used to directly generate EpiSC-like iPS cells (ePSCs) under EpiSC culture conditions. These ePSCs are identical to EpiSCs with respect to morphology, gene expression pattern, epigenetic status, and chimera formation. This is the first study to demonstrate that the culture environment in transcription factor-mediated reprogramming determines the cell fate of the reprogrammed cell. We could therefore envision that we eventually are able to shape the identity of a directly reprogrammed cell at will simply by modulating the culture conditions. RNA samples to be analyzed on microarrays were prepared using Qiagen RNeasy columns with on-column DNA digestion. 500 ng of total RNA per sample was used as input into a linear amplification protocol (Ambion), which involved synthesis of T7-linked double-stranded cDNA and 12 hrs of in-vitro transcription incorporating biotin-labelled nucleotides. Purified and labelled cRNA was then hybridized for 18 hrs onto MouseRef-8 v2 expression BeadChips (Illumina) according to the manufacturer's instructions. After washing, as recommended, chips were stained with streptavidin-Cy3 (GE Healthcare) and scanned using the iScan reader (Illumina) and accompanying software. Samples were hybridized as biological replicates. 24 samples were analyzed: MEF: Female mouse embryonic fibroblast, 2 biological rep ESC OG2: OG2 female embryonic stem cell, 2 biological rep EpiSC OG2: OG2 female EpiSC grown as single cells with conditioned medium, 2 biological rep EpiSC GOF18: GOF18 EpiSC grown as single cells with conditioned medium, 2 biological rep EpiSC T9b: T9 EpiSC on MEFs in activin-containing CDM, harvested w/o feeders, subconfluent, 2 biological rep ePSC L4: EpiSC-like iPS Cells L4, MEF reprogrammed to EpiSCs with 4F, line L4, grown with LIF and activin, 2 biological rep ePSC L7: EpiSC-like iPS cells L7, MEF reprogrammed to EpiSCs with 4F, line L7, grown with LIF and activin, 2 biological rep ePSC C1: EpiSC-like iPS Cells C1, MEF reprogrammed to EpiSCs with 4F, line C1, grown with LIF and activin, 2 biological rep ePSC C3: EpiSC-like iPS Cells C3, MEF reprogrammed to EpiSCs with 4F, line C3, grown with LIF and activin, 2 biological rep ePSC-R: EpiSC-like iPS Cells reverted, L4 ePSC cells reverted to an ESC-like state using Klf4 virus, 2 biological rep ePSC-RC1: EpiSC-like iPS Cells reverted, L4 ePSR Cre1, Cre-treated L4 ePSR cells, line 1, 2 biological rep ePSC-RC2: EpiSC-like iPS Cells reverted, L4 ePSR Cre2, Cre-treated L4 ePSR cells, line 2, 2 biological rep

Project description:In preliminary experiments, the absence of anthrose in our genetic Sterne knockout was found to decrease pagA expression in BHI broth containing glucose (Fig 5A and B). This contrasted with the large spike in pagA expression when the Sterne antC mutant is grown in protein rich HIB media which does not contain sugars. When exogenous anthrose was added during growth in BHI broth, expression from PpagA increased in both WT (purple line in Fig 5A) and antC Sterne (purple line in Fig 5B). Many bacteria respond to levels of metabolic intermediates and modulate gene expression accordingly. We hypothesized intracellular or extracellular anthrose levels could impact the vegetative cells through modification of gene expression during vegetative growth. Wildtype B. anthracis Sterne was grown in the presence and absence of exogenously added pure anthrose to avoid any possibility of confounding data in a deletion mutant. Bacteria were harvested at two timepoints post-addition of anthrose, 30 min and 2 h, and compared to diluent only treated cultures (Fig 5C). After 30 min treatment, there were 6 genes significantly upregulated more than two-fold while 17 genes were downregulated (Fig 5D). These genes were mainly involved in generating metabolic intermediates such as pyruvate and trehalose. The most upregulated gene was a putative membrane protein (log2FC=10.98) followed by a gene encoding a GerPF homologue at a log2FC of 10.98. Mutation of GerPF family proteins have been linked to a super-dormant spore phenotype[10]. The gene experiencing the highest downregulation was a putative lipoprotein (log2FC = -20.02). No genes located on pXO1 were detected at 30 min. A subset of differentially transcribed genes from the 30 min timepoint are listed in Fig 5F. After 2 h of anthrose treatment, 52 genes experienced significant up regulation, 18 of which were hypothetical proteins (Fig 5E). Forty-five genes experienced significant down regulation across replicates, 13 of which were hypothetical proteins.

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RNA-Seq analysis of maize lines resistant and susceptible to Cercospora zeina, causal organism of Grey leafspot disease

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