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MicroRNA-mediated gene regulation plays a minor role in the transcriptomic plasticity of cold-acclimated Zebrafish brain tissue

ABSTRACT: Growing evidence shows that miRNAs play essential roles in cell development by regulating the growth and differentiation of cell lineages. However, the potential roles of miRNA-mediated regulation in the environmental adaptation of organisms are largely unknown. To examine this potential regulatory capability, we systematically identified and compared the miRNAs of zebrafish brains under normal and cold-acclimated conditions using Solexa sequencing. We then predicted the potential target protein genes of the miRNAs and compared their gene expression profile patterns derived from microarray analyses. We defined a set of 25 differentially expressed miRNAs between the cold-acclimatized and normal zebrafish and predicted their functions based on the GO annotation of their targets. We also compared the expression of mRNAs and found that genes related to mRNA processing and response to stress were overrepresented among the up-regulated genes of the cold-stress condition. We analyzed the potential regulatory roles of these miRNAs on gene transcription patterns under low-temperature conditions using several statistical models and a novel, network-based approach. Our results indicate that these miRNAs, either individually or together and either directly or indirectly mediated by transcription factors (TFs), contribute a minor amount to the change in gene expression patterns under low-temperature conditions.

ORGANISM(S): Danio rerio

PROVIDER: GSE32092 | GEO | 2011/10/29

SECONDARY ACCESSION(S): PRJNA147565

REPOSITORIES: GEO

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Project description:During low temperature exposure, temperate plant species increase their freezing tolerance in a process termed cold acclimation. During deacclimation in response to warm temperatures cold acclimated plants lose freezing tolerance and resume growth and development. While considerable effort has been directed toward understanding the molecular and metabolic basis of cold acclimation, much less information is available about the regulation of deacclimation. Here, we report metabolic (GC-MS) and transcriptional (microarrays, qRT-PCR) responses underlying deacclimation during the first 24 h after a shift of cold acclimated Arabidopsis thaliana (Columbia-0) plants to warm temperature. The data revealed a faster response of the transcriptome than of the metabolome and provided evidence for tightly regulated temporal responses at both levels. Metabolically deacclimation is associated with decreasing contents of sugars, amino acids and glycolytic and TCA cycle intermediates, indicating an increased need for carbon sources and respiratory energy production associated with growth resumption under warm temperature conditions. Deacclimation also involves extensive down-regulation of protein synthesis and changes in the metabolism of lipids and cell wall components. Altered hormonal regulation appears particularly important during deacclimation, with changes in the expression of genes related to auxin, gibberellin, brassinosteroid, jasmonate and ethylene metabolisms. Several transcription factor families controlling fundamental aspects of plant development are significantly regulated during deacclimation, emphasizing that loss of freezing tolerance and growth resumption are interrelated processes that are transcriptionally highly interrelated. Expression patterns of some clock oscillator components during deacclimation resembled those under warm conditions, indicating at least partial re-activation of the circadian clock. This study provide the first comprehensive analysis of the regulation of deacclimation in cold acclimated plants. The data indicate cascades of rapidly regulated genes and metabolites that underly the developmental switch resulting in reduced freezing tolerance and the resumption of growth. They constitute a reference dataset of genes, metabolites and pathways that are crucial during the first rapid phase of deacclimation and will be useful for the further analysis of this important but under-researched plant process. We used whole genome microarrays to monitor changes in gene expression in the Arabidopsis thaliana accession Columbia-0 during the first 24 h after a shift of cold acclimated plants to warm temperature.

Project description:Purpose: Acclimation referes to reversible responses that plants trigger under frequently and moderate changes in natural environments, mostly light intensity and temperature. To better understand acclimation in Arabidopsis thaliana, modulators and integrators for this process should be identified. To achieve this goal, a dynamic set-up was designed to systematically cultivate Arabidopsis plants under moderate high light, heat and cold and a multiple high-throughput strategy was conducted to monitor changes in transcriptome, proteome and metabolome. As part of this comprehensive characterisation, lncRNA-Seq has been carried out to investigate transcriptome changes and further integrated in conditional correlation networks. Methods: lncRNA-Seq libraries were prepared from 14-d-old plants cultivated under standard control conditions or acclimated to high light, cold or heat for 4 d and then de-acclimated under normal conditions for 4 additional days. Standard Illumina protocols were used for lncRNA-Seq sequencing. Unless some quality issue in libraries was detected, triplicates for 3 independent plants were used. Adaptor sequences were removed with Trimmomatic and resulting reads mapped to the Arabidopsis genome (Araport11) with Tophat 2.1.1. FPKM reads were quantified with Cufflinks to provide processed data files and differential expression analysis were conducted with featureCounts/DEseq2 pipeline. Results: lncRNA-Seq libraries contained 10 milion reads each. Transcript analysis for differential gene expression was conducted according to the Tophat/featureCounts/DESeq2 pipeline. To declare significant differences, a cut-off for absolute log2(FC) ≥ 1 compared to the corresponding control and FDR ≤ 0.05 was applied. Transcripts significantly different in at least one time-point were considered for subsequent analysis. Accordingly, high light treatments caused changes in 2683 transcripts, followed by 3470 under heat and 6882 under cold. Further data analysis revealed that more than 12% of all altered transcripts were commonly miss-regulated among the three treatments. From a dynamic point of view, transcriptional changes occurred from 3h to 4d of treatment in all treatments and tend to recover to the initial state after 2 and 4d of de-acclimation. Conclusions: the reversibility of the transcriptional changes during the recovery phase validated the conditions of our set-up to investigate acclimation. Moreover, the existance of a common fraction of transcripts that responded to the three conditions unveiled a central response to acclimation.

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MicroRNA-mediated gene regulation plays a minor role in the transcriptomic plasticity of cold-acclimated Zebrafish brain tissue

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