Metabolomics,Unknown,Transcriptomics,Genomics,Proteomics

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Gene expression analysis during adventitious root formation in petunia cuttings

ABSTRACT: In order to identify genes specifically induced during various developmental stages of Adventitious Root (AR) formation (described in Ahkami et al. 2009) in leafy cuttings of Petunia hybrida (line W115) and to describe the series of physiological processes during adventitious rooting, a microarray-based transcriptome analysis in the stem base of the cuttings was conducted. The microarray was described by Breuillin et al. (2010) and included a normalized cDNA library from different time points after taking the cuttings from mother plant. Because physiological processes and molecular changes specifically involved in AR formation were considered as of major interest, rather than those associated with wound responses, a filtration approach was chosen to eliminate primarily wound-responsive genes. This study is mainly focused on changes in transcript abundances of genes related to specific metabolic pathways or cellular events including primary metabolism, membrane transport, cell division or signalling during various phases of AR formation. The overall design of the custom microarray used in this study is described in Breuillin et al. (2010). In brief, a database of 24,816 unigene sequences (including 4,700 ESTs from P. hybrida cutting base and all public available P. hybrida and P. axillaris sequences) was used for construction of a custom microarray.

ORGANISM(S): Petunia x hybrida

SUBMITTER: Philipp Franken

PROVIDER: E-GEOD-57752 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Project description:Stem cuttings of P. trichocarpa (clone 101-74) were rooted in liquid medium without growth regulators (basal medium). The first emerging roots were observed on cuttings 6 days after the start of culture. The highest average root number per cutting (10 Â± 2 roots/cutting) was obtained after 14 days. The first macroscopic evidence of root initiation was the appearance of root primordia, as lateral bulges observed at the stem surface 3 to 4 days after transfer to basal medium. Stem cross-sections showed intensely dividing cells forming root primordial. One to two days later the bark split and the organized sequence of cell division and differentiation steps in the primordium led to the establishment of the main root tissues, as well as the vascular connections of the incipient root with the pre-existing stem vasculature. Subsequently, the outgrowth and emergence of the adventitious root occurred. We refer to the dormant cutting as stage 0, the organizing primordium as stage 1, the primordium differentiation as stage 2. To examine changes in gene transcription associated with the development of adventitious roots, we monitored the transcript levels in differentiating primordia using microarrays. cDNA was prepared from replicate sets of P. trichocarpa rooted cuttings harvested at stages 0, 1 and 2. The Populus whole-genome expression array version 2.0 manufactured by NimbleGen Systems Limited (Madison, WI) contains in duplicates three independent, non-identical, 60-mer probes per whole gene model plus control probes and labeling controls. Included in the microarray are 65,965 probe sets corresponding to 55,970 gene models predicted on the P. trichocarpa genome sequence version 1.0 and 9,995 aspen cDNA sequences (Populus tremula, Populus tremuloides, and P. tremula x P. tremuloides). NimbleGen whole genome microarray analyses were performed in triplicate as per manufacturers instructions. We carried out nine hybridizations (NimbleGen) with samples derived from three early developmental stages of P. trichocarpa adventitious roots. cDNA was synthesized using CLONTECH Smart cDNA Synthesis kit containing an amplification step on the cDNA level. All samples were labeled with Cy3.

Project description:Rooting capability is one of the economically traits lost during the juvenile to mature phase change in woody plants. A comprehensive microarray analysis was performed to compare the profiles of gene expression in juvenile and mature cuttings from E. grandis, either auxin treated or untreated on days, 0, 1, 3, 6, 9 and 12 post excision. At the end of the experiment, root primordia were observed only in auxin treated juvenile cuttings. Clustering the expression profiles revealed that the time after excision contributed to expression differences more than the age or auxin. Maximum differences contributed by the age and auxin occurred on day 6 which correlated with the kinetics of root primordia formation. These included genes related to the microtubules (MTs) system. Therefore, expression of 42 transcripts annotated as tubulin or MTs associated proteins (MAPs) was validated in the same RNA samples. The results suggest developmental and auxin regulation of MTs. To determine the relevance to adventitious root (AR) formation, subtle perturbations to MTs were performed with trifluralin during induction. While juvenile cuttings were not affected, improved rooting was obtained in mature cuttings. Taken together it suggests that specific MTs remodeling is required for AR formation in E. grandis. mRNA samlpes from mature and juvenile Eucalyptus sections immediately after cutting served as contorls. The rest of the samples were mature and juvenile sections, treated of not treated with Auxin, 1, 3, 6, 9 and 12 days after the prunning. At each time point, a loop design was performed consisting of a juvenile untreated vs. mature untreated array, a matrue untreated vs. mature auxin treated array, a matrue auxin treated vs. juvenile auxin treated array, and a juvenile auxin treated vs. juvenile untreated array. additional arrays connected between these loops, and between them and the time 0 controls. Most conditions had 3 replicates, but mature-untreated-day1 had 4 replicates, and three conditions had 2 replicates each: Juvenile-auxin-treated-day1, juvenile-untreated-day6, and mature-auxin-treated-day9.

Project description:New shoot growth from underground adventitious buds of leafy spurge is critical for survival of this invasive perennial weed after episodes of severe abiotic stress. Because global climate change is expected to increase abiotic stress, such as dehydration, objectives of this study include examining the impact that dehydration stress has on molecular mechanisms associated with vegetative reproduction. Greenhouse plants were exposed to mild- (3-day), intermediate- (7-day), severe- (14-day) and extended- (21-day) dehydration treatments, prior to decapitation of aerial tissue and rehydration of soil to induce new vegetative shoot growth. Compared to well-watered control plants, mild-dehydration accelerated new vegetative shoot growth but intermediate- and severe-dehydration treatments both delayed and reduced shoot growth, and 21-day dehydration treatment inhibited initiation of new vegetative shoots and was considered a lethal treatment. Overall, transcriptome profiles revealed that 2109 genes were differentially-expressed (P<0.05) in crown buds in response to the various dehydration treatments. Sub-network enrichment analyses identified central hubs of over-represented genes involved in processes such as hormone responses and signaling (e.g., ABA, auxin, ethylene, GA, and JA), response to abiotic stress (DREB1A/2A) and light (PIF3), phosphorylation (CLV1, MPK3/4/6, SOS2), gene silencing (miRNA156/172a), circadian regulation (CRY2, LHY, PHYA/B), and flowering (AGL8/20, AP2, FLC). Further, results from this and previous studies highlight HY5, MAF3, MYB-like/RVE1 and RD22 as molecular markers for endodormancy in crown buds of leafy spurge. Early response to dehydration also highlighted involvement of upstream ethylene and jasmonate signaling, whereas longer-term dehydration impacted ABA signaling. The identification of conserved ABRE- and MYC-consensus, cis-acting elements in the promoter of a leafy spurge gene similar to Arabidopsis MYB-like/RVE1 (AT5G17300) implicates a potential role for ABA signaling in its dehydration-induced expression. Response of these molecular mechanisms to dehydration-stress provides insights on the ability of invasive perennial weeds to adapt and survive under harsh environments, which provide new insights for addressing future management practices. Changes in transcript abundance for underground adventitious buds of leafy spurge which were exposed various levels of dehydration stress (Day-3, -7, -14, -16, -21) are analysed relative to controls (Day-0).

Project description:Leafy spurge (Euphorbia esula) is an herbaceous perennial weed that produces vegetatively from an abundance of underground adventitious buds. The objectives of this study were to determine how mimicking natural seasonal conditions (photoperiod and temperature) under controlled environmental conditions affect dormancy and flowering competence; to determine molecular mechanisms associated with well-defined phases of seasonal dormancy transitions based on transcript profiles obtained by microarray analysis; and to link mechanisms regulating induction and release of endodormancy and flowering competence. Reduction in temperature (27 to 10Â°C) and photoperiod (16 to 8 h) over a three-month period induced a para- to endo-dormant transition in crown buds. An additional eleven weeks of prolonged cold (5-7Â°C) and short-photoperiod treatment resulted in accelerated shoot growth from crown buds, and 99% floral competence when plants were returned to growth promoting conditions. Exposure of paradormant plants to short-photoperiod and prolonged cold treatment alone had minimal affect growth potential or on flowering (~1%); whereas endodormant crown buds without prolonged cold treatment, had delayed shoot growth and approximately 2% flowering when returned to growth promoting conditions. Transcriptome analyses revealed that 373 and 260 genes were differentially expressed (p<0.005) during para- to endo-dormant and endo- to eco-dormant transitions, respectively. Transcripts from flower competent vs. non-flower competent crown buds identified 607 differentially expressed genes, and genes involved in cell cycle and DNA processing, oxidative stress, flower regulation, and proteolysis were over-represented. Further, sub-network analysis identified expression targets and binding partners associated with circadian clock, dehydration/cold signaling, phosphorylation cascades, and response to abscisic acid, ethylene, gibberellic acid, and jasmonic acid, suggesting these central regulators affect well-defined phases of dormancy. Potential genetic pathways associated with these dormancy transitions and flowering were used to develop a proposed conceptual model. Leafy spurge is an herbaceous perennial weed that undergoes vegetative reproduction from an abundance of underground adventitious buds which exhibit phases of para-, endo-, and eco-dormancy (defined by Lang et al. 1987) during summer, fall, and winter, respectively (Anderson et al. 2005). In this study a population of leafy spurge plants were propagated through random cuttings from the genetically uniform biotype 1984-ND001. Paradormant crown buds from three-month old greenhouse plants were collected after one week of acclimation under growth chamber conditions. Induction of endodormancy in crown buds was accomplished by subjecting greenhouse grown and growth chamber acclimated plants to a ramp down (RD) treatment consisting of a reduction in temperature of 1.42Â°C week-1 (27Â°C â 10Â°C) and a decreasing photoperiod of 40 min week-1 (16h â 8h light) for 12 weeks as previously established by Foley et al. (2009). These conditions mimic the average seasonal environmental conditions experienced in Fargo, ND (46Â°54â² N, 96Â°48â² W) during the transition from para- to endo-dormancy (Anderson et al. 2005). To induce a transition of crown buds from endo- to eco-dormancy, plants subjected to the RD treatment were given prolonged cold treatment for 11 weeks at 5-7Â°C, under constant 8 h:16 h day:night cycle; light fluencies were approximately 250 Î¼mol m-2 s-1. To compare the effects of the prolonged cold with or without RD treatment on dormancy status and flowering competence in crown buds, greenhouse-grown and growth chamber acclimated plants were subjected directly to an extended cold treatment for 11 weeks at 5-7Â°C, as previously described, without a RD treatment. For microarray hybridizations, labeled cDNAs were prepared from 30 Âµg of total RNA using the Alexa Fluor cDNA labeling kit (Invitrogen, Carlsbad, CA, USA) according to manufacturer's protocols. Labeled cDNAs were hybridized to a custom made 23K element microarray that contained 19,808 unigenes from a leafy spurge EST database (Anderson et al. 2007) and an additional 4,129 unigenes from a cassava EST database (Lokko et al. 2007). Comparison of gene expression between samples was accomplished using a rolling circle dye swap hybridization scheme (Churchill 2002) to provide every biological replicate with technical replicates. In our microarray analyses experiment, each of the four biological replicates included four technical replicates using two different dyes, resulting in a total of 16 technical replicates for each treatment. Microarray hybridization was visualized using a GenePix 4000B scanner and probe intensities and background were quantified using GenePix 6.0 software (Molecular Devices, Sunnyvale, California, USA). A quality control value of â1â was assigned to all probes that had intensity values greater than 2 times the standard deviation over average of the negative control and empty probe intensities (after deletion of 1% of the most intense negative/empty probe values). Hybridization intensities were log2 transformed, and arrays were centered and normalized against each other.

Project description:Adventitious root formation at the base of plant cuttings is an innate de novo organogenesis process that allows massive vegetative propagation of many economically and ecologically important species. The early molecular events following shoot excision are not well understood. Using whole-genome microarrays, we detected significant transcriptome remodeling during 48 hours following shoot removal in Populus softwood cuttings in the absence of exogenous auxin, with 27% and 36% of the gene models showing differential abundance between 0 and 6 hours, and 6 and 24 hours, respectively. During these two time intervals, gene networks involved in protein turnover, protein phosphorylation, molecular transport and translation were among the most significantly regulated. Transgenic lines expressing a constitutively active form of the Populus type-B response regulator PtRR13 (ÎDDKPtRR13) have a delayed rooting phenotype and cause misregulation of COV1, a negative regulator of vascularization; PDR9, an auxin efflux transporter; two AP2/ERF genes with sequence similarity to TINY1. Cytokinin action appeared to disrupt root development 24 hours after shoot excision, when root founder cells are hypothesized to be sensitive to the negative effects of cytokinin. Our results suggest that PtRR13 acts downstream of cytokinin to repress adventitious root formation in intact plants, and that reduced cytokinin signaling after shoot excision enables coordinated expression of ethylene, auxin and vascularization pathways leading to adventitious root development. Populus tremula x Populus alba INRA-clone No. 717-1-B4 plants expressing a constitutively active form of the Populus type-B response regulator PtRR13 (ÎDDKPtRR13) were generated via an Agrobacterium-mediated protocol developed by Han et al. (2000). Non-transgenic and ÎDDKPtRR13 line were grown to a height of 60 cm. A 14 cm tall apical cuttings were collected from the mother plants. Cuttings were placed in 25 cm2 pots Fafard mix #4 and placed on a mist bench with intermittent mist to prevent shoot desiccation. Samples were collected at the indicated time points and consisted of a 5 mm section measured up from the base of the cutting (one sample per cutting). Total RNA was extracted with the RNeasy mini kit (Qiagen USA) and DNase treated in-column with the RNase-Free DNase set (Qiagen USA). Double-stranded cDNA was synthesized using SuperScript Double Strand cDNA Synthesis Kit (Invitrogen USA, Carlsbad, CA) with oligo-dT primers following the manufacturerâs protocol except that the synthesis step was extended to 16 hours. Cy-3 labeling and hybridization steps were performed by NimbleGen using their standard procedures. A custom-designed microarray platform was used comprising single 60-mer probes designed against 55,793 annotated gene models from the sequenced genome of P. trichocarpa. Each 60-mer probe was chosen form a group of 6-7 non-overlapping probes designed against different parts of the gene model. The probe whose value was the most similar to the average of 6-7 experimental probes was assumed to be the most reliable for transcript level estimation. A total of 39 microarray chips were used in these experiments: 39 chips = 2 genotypes (NT and ÎDDK) x 4 time points (0, 6, 24 and 48 hours) x 5 biological replications, except for the 0 hour ÎDDK where 4 biological replications were used. Signal intensities were log2 transformed and quantile normalized (Sugiharto et al., 1992). Normalized signals were analyzed in SAS 9.1 (SAS Institute, Cary, NC) using a mixed model analysis of variance (ANOVA) with genotype and genotype by time interactions as fixed effects, and biological replication as a random effect.

Project description:Persistence of the invasive perennial weed leafy spurge is mainly attributed to seasonal production of underground adventitious buds (UABs), which undergo well-defined phases of dormancy (para-, endo- and eco-dormancy). These well-defined phases of dormancy also allow UABs of leafy spurge to survive extreme seasonal variations, including dehydration-stress. Consequently, objectives of this study include understanding the effects of dehydration-stress on vegetative reproduction, flowering competence, and transcript profiles at different phases of bud dormancy. The vegetative growth potential of UABs was monitored by removing the aerial portion of dehydration-stressed plants and re-watering the root system. Further, microarray analysis was used to follow transcriptome profiles to identify critical defense- and signaling-pathways at different phases of dormancy in UABs. Surprisingly, only 3 days of dehydration-stress is required to break the endodormant phase in UABs. In leafy spurge, vernalization of endodormant UABs has previously been shown to induce flower competence, while breaking of endodormancy via dehydration-stress did not induce floral induction. Thus, these two environmental treatments open a unique approach to independently dissect molecular mechanisms involved in endodormancy maintenance and floral competence. Bioinformatics analysis of transcriptome data helped to identify models and overlapping pathways. During endodormancy break, LEC1, PHOTOSYSTEM I RC, and brassinosteroids were identified as ooverlapping hubs of up-regulated genes, and DREB1A, CBF2, GPA1, MYC2, BHLH, BZIP, and flavonoids were identified as overlapping hubs of down-regulated genes. Additionally, key genes involved in metabolic activity, chromatin modification, and cross-talk between growth regulators were identified as playing a role during endodormancy maintenance. Plant material, controlled environmental treatments, and vegetative growth: Three-month-old paradormant leafy spurge plants grown in a greenhouse were acclimated for one week, under growth chamber conditions, prior to being subjected to a ramp-down in temperature (27 °C → 10 °C) and photoperiod (16 h → 8 h light) for 12 weeks to induce endodormancy, as previously established (Doğramacı et al. 2010; Foley et al. 2009). Endodormancy status was confirmed by comparing vegetative growth rates of plants with and without a ramp-down treatment. To study the effects of dehydration-stress on vegetative growth from UABs, water was withheld from endodormant plants up to 21 days. After dehydration for 0, 1-, 3-, 7-, 14-, and 21-days, the aerial portion of the plants were decapitated at the soil surface and vegetative growth and floral competence of UABs were monitored under growth-conducive conditions by re-watering the root system. Vegetative shoot growth from six plants was recorded weekly for four weeks, and results of four replications were analyzed using SAS 9.2 (SAS Institute, Cary, NC, 2008) software as described by Doğramacı et al. (2010). Microarray analysis: At the end of each treatment, crown buds were collected, and RNA extraction, cDNA synthesis, fluorescent labeling, microarray hybridization using ~23K element arrays, and spot intensity analyses were performed as previously described by Doğramacı et al. (2010). Based on unexpected vegetative growth results obtained from this study, only microarray data obtained from 0-, 1-, and 3-day dehydration-stressed endodormant UABs, which were compared with microarray data for endodormant, and flowering competent ecodormant UABs from our previous study (Doğramacı et al. 2010; GSE19217), were used for bioinformatics analyses. However, to merge the datasets from these two separate experiments, T-tests were first performed on microarray data obtained from endodormant UABs from each experiment, and differentially-expressed genes (p<0.005) were removed from the dataset (~5% of the spots). After removing the outliers, the two endodormant transcriptome data sets were grouped together and used as the baseline control for further ANOVA, T-tests and other analyses. Array normalization, statistical analyses and clustering of the dataset and Venn diagram generation were done using GeneMaths XT 5.1 software as previously described by Doğramacı et al. (2010).

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Gene expression analysis during adventitious root formation in petunia cuttings

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