ArticleFrontiers in plant science2015
De novo transcriptome profiling of cold-stressed siliques during pod filling stages in Indian mustard (Brassica juncea L.).
Article in Frontiers in plant science, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed.
- Full-length transcriptome sequencing provides insights into alternative splicing under cold stress in peanut.Frontiers in plant science · 2024Article
- Integrated Transcriptomic and Metabolomics Analyses Reveal Molecular Responses to Cold Stress in Coconut (International journal of molecular sciences · 2023Article
- Combined Transcriptome and Metabolome Profiling Provide Insights into Cold Responses in Rapeseed (International journal of molecular sciences · 2022Article
- Development ofFrontiers in genetics · 2022Article
- Integrated Transcriptomics and Metabolomics Analysis Reveal Key Metabolism Pathways Contributing to Cold Tolerance in Peanut.Frontiers in plant science · 2021Article
- Transcriptome Analysis and Metabolic Profiling of Green and Red Mizuna (Foods (Basel, Switzerland) · 2020Article
- De novo transcriptome sequencing and gene expression profiling of Magnolia wufengensis in response to cold stress.BMC plant biology · 2019Article
- Genome-wide identification and characterization of abiotic-stress responsive SOD (superoxide dismutase) gene family in Brassica juncea and B. rapa.BMC genomics · 2019Article
- Article
- Plant Glycine-Rich Proteins in Stress Response: An Emerging, Still Prospective Story.Frontiers in plant science · 2018Review
- De novo transcriptome reconstruction of a thermo-sensitive male sterility mutant in rapeseed (Applications in plant sciences · 2017Article
- Thiourea priming enhances salt tolerance through co-ordinated regulation of microRNAs and hormones in Brassica juncea.Scientific reports · 2017Article
- Abiotic Stress Responsive miRNA-Target Network and Related Markers (SNP, SSR) inFrontiers in plant science · 2017Article
- Searching for an Accurate Marker-Based Prediction of an Individual Quantitative Trait in Molecular Plant Breeding.Frontiers in plant science · 2017Review
- Breeding approaches and genomics technologies to increase crop yield under low-temperature stress.Plant cell reports · 2017Review
- Article
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8 authors.
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Abstract
Low temperature is a major abiotic stress that impedes plant growth and development. Brassica juncea is an economically important oil seed crop and is sensitive to freezing stress during pod filling subsequently leading to abortion of seeds. To understand the cold stress mediated global perturbations in gene expression, whole transcriptome of B. juncea siliques that were exposed to sub-optimal temperature was sequenced. Manually self-pollinated siliques at different stages of development were subjected to either short (6 h) or long (12 h) durations of chilling stress followed by construction of RNA-seq libraries and deep sequencing using Illumina's NGS platform. De-novo assembly of B. juncea transcriptome resulted in 133,641 transcripts, whose combined length was 117 Mb and N50 value was 1428 bp. We identified 13,342 differentially regulated transcripts by pair-wise comparison of 18 transcriptome libraries. Hierarchical clustering along with Spearman correlation analysis identified that the differentially expressed genes segregated in two major clusters representing early (5-15 DAP) and late stages (20-30 DAP) of silique development. Further analysis led to the discovery of sub-clusters having similar patterns of gene expression. Two of the sub-clusters (one each from the early and late stages) comprised of genes that were inducible by both the durations of cold stress. Comparison of transcripts from these clusters led to identification of 283 transcripts that were commonly induced by cold stress, and were referred to as "core cold-inducible" transcripts. Additionally, we found that 689 and 100 transcripts were specifically up-regulated by cold stress in early and late stages, respectively. We further explored the expression patterns of gene families encoding for transcription factors (TFs), transcription regulators (TRs) and kinases, and found that cold stress induced protein kinases only during early silique development. We validated the digital gene expression profiles of selected transcripts by qPCR and found a high degree of concordance between the two analyses. To our knowledge this is the first report of transcriptome sequencing of cold-stressed B. juncea siliques. The data generated in this study would be a valuable resource for not only understanding the cold stress signaling pathway but also for introducing cold hardiness in B. juncea.
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