ArticleBMC genomics2013
Genome-scale cold stress response regulatory networks in ten Arabidopsis thaliana ecotypes.
Article in BMC genomics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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40 citing papers in PubMed.
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- Integrated transcriptome and co-expression network analysis revealed the molecular mechanism of cold tolerance in japonica rice at booting stage.Frontiers in plant science · 2025Article
- Metabolome plasticity in 241 Arabidopsis thaliana accessions reveals evolutionary cold adaptation processes.Plant physiology · 2023Article
- Oligogalactolipid production during cold challenge is conserved in early diverging lineages.Journal of experimental botany · 2023Article
- Identification of genes associated with the regulation of cold tolerance and the RNA movement in the grafted apple.Scientific reports · 2023Article
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- Transcriptome-based gene regulatory network analyses of differential cold tolerance of two tobacco cultivars.BMC plant biology · 2022Article
- Exploration of glutathione reductase for abiotic stress response in bread wheat (Triticum aestivum L.).Plant cell reports · 2022Article
- Identification of multiple novel genetic mechanisms that regulate chilling tolerance in Arabidopsis.Frontiers in plant science · 2022Article
- Genetic Architecture Underlying the Metabolites of Chlorogenic Acid Biosynthesis inInternational journal of molecular sciences · 2021Article
- Natural variation in temperature-modulated immunity uncovers transcription factor bHLH059 as a thermoresponsive regulator in Arabidopsis thaliana.PLoS genetics · 2021Article
- Natural variation of photosynthetic efficiency in Arabidopsis thaliana accessions under low temperature conditions.Plant, cell & environment · 2020Article
- Sequence Composition of Bacterial Chromosome Clones in a Transgressive Root-Knot Nematode Resistance Chromosome Region in Tetraploid Cotton.Frontiers in plant science · 2020Article
- A Computational Model for the Cold Response Pathway in Plants.Frontiers in physiology · 2020Article
- Comparative Transcriptome Analyses Revealed Conserved and Novel Responses to Cold and Freezing Stress inG3 (Bethesda, Md.) · 2019Article
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6 authors.
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Abstract
backgroundLow temperature leads to major crop losses every year. Although several studies have been conducted focusing on diversity of cold tolerance level in multiple phenotypically divergent Arabidopsis thaliana (A. thaliana) ecotypes, genome-scale molecular understanding is still lacking.
resultsIn this study, we report genome-scale transcript response diversity of 10 A. thaliana ecotypes originating from different geographical locations to non-freezing cold stress (10°C). To analyze the transcriptional response diversity, we initially compared transcriptome changes in all 10 ecotypes using Arabidopsis NimbleGen ATH6 microarrays. In total 6061 transcripts were significantly cold regulated (p < 0.01) in 10 ecotypes, including 498 transcription factors and 315 transposable elements. The majority of the transcripts (75%) showed ecotype specific expression pattern. By using sequence data available from Arabidopsis thaliana 1001 genome project, we further investigated sequence polymorphisms in the core cold stress regulon genes. Significant numbers of non-synonymous amino acid changes were observed in the coding region of the CBF regulon genes. Considering the limited knowledge about regulatory interactions between transcription factors and their target genes in the model plant A. thaliana, we have adopted a powerful systems genetics approach- Network Component Analysis (NCA) to construct an in-silico transcriptional regulatory network model during response to cold stress. The resulting regulatory network contained 1,275 nodes and 7,720 connections, with 178 transcription factors and 1,331 target genes.
conclusionsA. thaliana ecotypes exhibit considerable variation in transcriptome level responses to non-freezing cold stress treatment. Ecotype specific transcripts and related gene ontology (GO) categories were identified to delineate natural variation of cold stress regulated differential gene expression in the model plant A. thaliana. The predicted regulatory network model was able to identify new ecotype specific transcription factors and their regulatory interactions, which might be crucial for their local geographic adaptation to cold temperature. Additionally, since the approach presented here is general, it could be adapted to study networks regulating biological process in any biological systems.
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