Interior Spruce_Bark_PissodesStrobi _Herbivory
Ontology highlight
ABSTRACT:
ORGANISM(S): Picea engelmannii x Picea glauca
SUBMITTER: Joerg Bohlmann
PROVIDER: E-GEOD-23715 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:Using 21K spruce microarray (that contains 21.8 thousand unique transcripts) we performed analysis of the transcriptome response of interior spruce (Picea glauca x engelmannii) inoculated with the spruce beetle (Dendroctonus rufipennis) vectored blue stain fungal pathogen Leptographium abietinum or treated with wounding. This microarray analysis revealed large transcriptome reorganization with close to 2000 transcripts (10% of the studied transcriptome) differentially expressed within two weeks of treatment, with the wounding response affecting close to 5% of the interior spruce transcriptome. RNA was isolated from the bark of interior spruce inoculated with Leptographium abietinum, treated with wounding, or untreated control for three time points (6h, 2days and 2 weeks). Three independent biological replicates were included for each treatment and each time point. Three hybridizations were performed for each comparison of different treatments (fungal, wounding, control) within each time point (6 hours, 2 days, 2 weeks) and one hybridization was performed for the comparison of the same treatments between time points (total 36 hybridizations/slides).
2012-12-01 | E-GEOD-23678 | biostudies-arrayexpress
Project description:Using 21K spruce microarray (that contains 21.8 thousand unique transcripts) we performed analysis of the transcriptome response of lodgepole pine (Pinus contorta) inoculated with the mountain pine beetle (Dendroctonus ponderosae) vectored fungal pathogen Grosmannia clavigera or treated with wounding. This microarray analysis revealed large transcriptome reorganization with close to 2000 transcripts (10% of the studied transcriptome) differentially expressed within two weeks of treatment, with the wounding response affecting close to 2% of the lodgepole pine transcriptome. RNA was isolated from the bark of lodgepole pine inoculated with Grosmannia clavigera, treated with wounding, or untreated control for three time points (6h, 2days and 2 weeks). Three independent biological replicates were included for each treatment and each time point. Three hybridizations were performed for each comparison of different treatments (fungal, wounding, control) within each time point (6 hours, 2 days, 2 weeks) and one hybridization was performed for the comparison of the same treatments between time points (total 36 hybridizations/slides).
2012-12-01 | E-GEOD-22924 | biostudies-arrayexpress
Project description:White pine weevil is a major pest of conifers in North America, especially for Spruce trees. Constitutive defenses are important in understanding defense mechanisms because they constitute the initial barrier to attacks by weevils and other pests. Resistant and susceptible trees exhibit constitutive differences in spruce. To improve our knowledge of their genetic basis, we compared the constitutive expression levels of 17,825 genes between 20 resistant and 20 susceptible trees in interior spruce (Picea glauca). Twenty hybridizations were performed to compare untreated bark of resistant and susceptible trees.RNA isolated from each of the 20 individual untreated resistant trees was compared directly against the 20 individual untreated susceptble trees using two hybridizations with a dye flip for each tree pair.
2011-11-28 | E-GEOD-27476 | biostudies-arrayexpress
Project description:We performed a transcriptome analysis of interior spruce (Picea glauca x engelmannii) bark response to weevil (Pissodes strobi) feeding using 21.8K spruce microarray (that contains 21.8 thousand unique transcripts). This microarray study revealed a large rearrangement of the interior spruce bark transcriptome in response to weevil feeding involving differential expression of close to 20% of the studied transcriptome.
2012-12-01 | GSE23715 | GEO
Project description:Cold acclimation in conifers is a complex process, the timing and extent of which reflects local adaptation and varies widely along latitudinal gradients for many temperate and boreal tree species. In spite of their ecological and economic importance, little is known about the global changes in gene expression that accompany autumn cold acclimation in conifers. Using three populations of Sitka spruce (Picea sitchensis) spanning the species range, and a Picea cDNA microarray with 21,840 unique elements, we monitored within and among-population gene expression during the fall. Microarray data were validated for selected genes using real-time PCR. Similar numbers of genes were significantly two-fold upregulated (1,257) and downregulated (967) between late summer and early winter. Among those upregulated were dehydrins, pathogenesis-related/antifreeze genes, carbohydrate and lipid metabolism genes, and genes involved in signal transduction and transcriptional regulation. Among-population microarray hybridizations at early and late autumn time points revealed substantial variation in the autumn transcriptome, some of which may reflect local adaptation. Our results demonstrate the complexity of cold acclimation in conifers, highlight similarities and differences to cold tolerance in annual plants, and provide a solid foundation for functional and genetic studies of this important adaptive process in conifers. Keywords: Time course Foliage for RNA extraction was obtained from four-year-old Sitka spruce seedlings, which were grown from seed collected across the species range in a raised-bed outdoor common garden in Vancouver, BC, Canada (49º N) (Mimura and Aitken, 2007, Heredity). Needle tissues from current year upper lateral shoots, separated from stem and bark tissue, were collected at five time points between late summer and early winter, 2004. Three populations were chosen for sampling: Valdez, Alaska, USA (61º N) (AK), Prince Rupert, British Columbia, Canada (54º N) (BC) and Redwood, California, USA (41º N) (CA) (Figure 1a). Needle samples (~1g) were taken from eight individuals in the BC population on each of the five dates (Aug. 30, Oct. 18, Nov. 24, Dec. 1, and Dec. 13). Eight individuals from the AK and CA populations were also sampled on the second and fourth dates, as well as eight additional individuals from the BC population. Tissues were flash frozen in an N2 vapor tank immediately upon collection, and subsequently stored at -80°C until processing. To decrease the effects of biological variance among individual seedlings within populations, equal amounts of foliar tissue were pooled from four individuals prior to RNA extraction. Two pools were collected at each time point for each population, and total RNA was extracted following a previously published protocol (Kolosova et al., 2004). Slides were scanned and spot intensity quantified using ImaGene software (BioDiscovery, Inc., El Segundo, CA). To correct for background intensity, the lowest 10% of median foreground intensities was subtracted from the median foreground intensities. Data were then normalized by variance stabilizing normalization (VSN) to compensate for nonlinearity of intensity distributions (Huber et al., 2002). To identify significant changes in gene expression, a linear mixed-effects model was fit to the normalized intensities in the Cy3 and Cy5 channels of the 32 microarray slides. The model contained an adjustment for dye bias, an array effect indicating which Cy5/Cy3 pair was on each array, a treatment effect indicating sample population and time point, and a random effect to adjust for repeated measures on the same biological sample (Kerr et al., 2000). P-values were computed for each gene-by-treatment effect and Q-values were calculated to adjust for the false discovery rate (FDR) (Storey & Tibshirani, 2003).
2008-05-31 | E-GEOD-8370 | biostudies-arrayexpress
Project description:Inferring the heritability of gene expression is one of the main areas of the field of genetical genomics. With the possibility to treat the abundances of gene transcripts as a suite of quantitative traits, genetical genomics can make an extensive use of the microarray technology. Here we extended a major method for estimating the heritability of a quantitative trait, single parent-offspring regression, to assess the heritability of the expression of genes with two-channel microarrays. In a series of maternal parent-offspring pairs of Interior spruce (Picea glauca x engelmannii, our focus in the outer stem tissues is the expression of defense-related genes, the heritability of which can affect fitness and necessary for evolution by natural selection. Parent-offspring pairs of Interior spruce planted as a part of Tree Breeding and Improvement Program of the Forest Genetics Section, British Columbia Ministry of Forests and Range, Prince George, BC, Canada (http://www.for.gov.bc.ca/hre/forgen/interior/spruce.htm#1) were used. A total of 30 trees, comprising 15 parent-offpsring pairs were sampled. These include15 offsprings and 15 maternal parents (grafts), which were planted within ~ 1Km range west (122º 42’ 43’’W, 53º 45’41’’N) of the offsprings, hence grown in a relatively similar environment. The bark and the attached phloem were separated from inner layers in the mid-morning hours of June 25, 2008, flash-frozen in liquid nitrogen, and transferred into separate containers. A chain design was decided for gene expression profiling (a total of 45 slides) using the Treenomix third generation cDNA microarray platform (GEO accession #: GPL5423). Array350 kit (Genisphere, Hatfield, USA) was chosen for the microarray hybridizations. The slides were scanned with a ProScanArray scanner (PerkinElmer, Downers Grove, IL, USA), and the scanned TIF images were processed by ImaGene software (BioDiscovery, Inc., El Segundo, CA, USA) to quantify spot signals. Normalization was done between arrays using variance stabilizing (VSN) method for ratio based analysis of the expression data.
2010-07-15 | E-GEOD-22921 | biostudies-arrayexpress
Project description:A 21.8k spruce EST-spotted microarray was utilized to examine the genetic basis of constitutive defenses against herbivory. From twelve-year-old trees originating from partial diallel pedigree that segregates for resistance against Pissodes strobi, bark tissue of apical leaders was harvested at the onset of seasonal growth and natural weevil activity in the field. Our experimental design is based on a priori known genotype. We identified cross 26 from ♀PG87*♂PG165, cross 27 from ♀PG87*♂PG117, cross 29 from ♀PG21*♂PG165 and cross 32 from ♀PG21*♂PG117, respectively, forming a factorial diallel which showed widest segregation, based on a higher number of segregating SNP loci with genotypes significantly different between the most extreme resistance categories. The distant pair design introduced by ({Fu, 2006}) was modified for outbreds and maximized direct comparisons between different alleles at each locus. Our design resulted in 94 hybridisations profiling 48 individuals in cross 26, 36 in cross 27, and 50 in cross 29 as well as 54 individuals in cross 32. One criterion for identifying positional candidate genes involved that any association between trait variation and genotype variation had to be detected within 10 cM map distances; positional candidate genes for the studied phenotypic trait were then identified by strong collocations of transcript abundance variation and overlap of at least 40% of their expression quantitative trait loci (eQTLs) with phenotypic trait QTLs. 10,000 randomizations were run (p < 0.05). The experimental design optimized genetic distances between probe pairs on 94 two-color microarrays to profile 188 interior spruce F1-hybrids, independently grown and harvested.
2011-01-01 | E-GEOD-22116 | biostudies-arrayexpress
Project description:The current study uses a transcriptomic approach to identify genes associated with differences in wood density, that are likely to be of value as candidate genes in Sitka breeding programmes for improved wood density. Following extensive wood density analysis from a Sitka spruce (Picea sitchensis (Bong) Carr.) field grown clonal trial, three detailed microarray studies were conducted to compare the transcriptome of cambial tissue from contrasting clonal lines with high and low wood density. Twenty five genes exhibited differential expression, reaching as high as 50 fold, in at least two of the three microarray experiments and this was verified using real-time PCR. Identified genes functioned in cell wall synthesis, transcriptional regulation and plant pathogen defence, amongst others. These results confirm the importance of previously-identified density-related genes, and highlight a number of novel genes with a putative role in wood quality. A wide range of processes influence wood density, but this study has allowed the identification of potential regulators in these pathways. Future studies may now use this information to understand the control of natural variation in wood density, and manipulate the expression of these genes to improve timber quality. The Sitka spruce (Picea sitchensis (Bong) Carr.) âExperiment 35â clonal trial was grown at Newcastleton, Scotland (OS grid reference: NY506881, latitude: 55.1847, longitude: -2.77892) and set up by Forest Research, an agency of the Forestry Commission, which has been described previously (Mboyi and Lee 1999). A total of 750 trees were established from cuttings taken in 1989 of genotypes belonging to 6 unrelated full-sib families with 8 genotypes per family and 15 replicate ramets per genotype. Cambial cell scrapes were taken in summer 2004 when trees were 15 years old. A 5x2cm section of bark was cut away at a height of 1.3m from the ground for each tree selected for microarray analysis. The exposed xylem was immediately excised using a clean sharp razor blade and snap frozen in liquid Nitrogen. Samples were transported to the laboratory and ground in liquid nitrogen using a chilled mortar and pestle and stored at -80oC prior to RNA extraction. RNA was extracted and microarray hybridisation performed as described within.
2010-05-07 | E-GEOD-18579 | biostudies-arrayexpress
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 TRIzol® 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.
2016-02-23 | E-GEOD-78145 | biostudies-arrayexpress
Project description:Comparison of transcriptomes from bark, developing xylem and xylem of P. radiata saplings exposed to 0 or 1mg of Ethephon in lanolin for 1 or 8 weeks We developed an oligonucleotide microarray using sequences (mostly from Pinus taeda) from public sequence databases. These sequences were reconstituted into a non-redundant database by CAP3 assembly and used as templates for automated design of 60-mer oligonucleotide probes through eArray, AgilentM-bM-^@M-^Ys online facility. The microarray slides, manufactured by Agilent, were used to monitor gene expression in an Ethephon-induction experiment. Ethephon was dispersed in lanolin paste and applied in a 3 cm band near the base of the stem of 2-year old Pinus radiata saplings. RNA was extracted from bark, cambial region, also known as M-bM-^@M-^\developing xylemM-bM-^@M-^], and xylem tissues exposed for 1 or 8 weeks to Ethephon. The transcriptomes from these extracts were compared by hybridization onto the All-Pinus microarray slides. Statistically significant differentially expressed genes identified by limma (Linear Models for Microarray Data) were subsequently analysed by singular enrichment analysis through the Database for Annotation, Visualization and Integrated Discovery (DAVID) portal. Results revealed that bark, cambial region and xylem generate mostly mutually exclusive cohorts of genes and Gene Ontology (GO) classes. Ethephon induction led to the upregulation of xylem genes related to the metabolism of phenylpropanoids and flavonoids and to defence responses, specifically, fungal/insect attack and oxidative stress. Independent validation of the microarray data for five genes was obtained by quantitative RT-PCR. The results are also interpreted in reference to gross and microscopic morphological changes. These results confirm the utility of the All-Pinus microarray for transcriptomic research in P. radiata. Series of 2-color, 2 condition experiments in 12 180k arrays. Main comparison is within tissues exposed to 0 [control] or 1 mg Ethephon. 2nd level of comparison is between tissues [bark, xylem scraping, xylem]. Third level of comparison is between time [1 or 8 week exposure]. One slide is hybridized with cRNA generated from control and treated tissues with the same duration of exposure to Ethephon. Two biological replicates [each biological rep is a 2 y old cutting propagated clone] for treated plants whilst control consists of RNA pooled, in equal proportions [estimated by UV absorbance], from 2 untreated biological replicates.]. Dyes used for each sample are indicated in sample description.
2012-11-15 | E-GEOD-42300 | biostudies-arrayexpress