MRNA-Seq for associative transcriptomics in polyploid Brassica napus
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ABSTRACT:
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| ERR556901.fastq.gz | Fastqsanger.gz | |||
| ERR556902.fastq.gz | Fastqsanger.gz | |||
| ERR556903.fastq.gz | Fastqsanger.gz | |||
| ERR556904.fastq.gz | Fastqsanger.gz | |||
| ERR556905.fastq.gz | Fastqsanger.gz |
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Project description:Associative Transcriptomics in the polyploid crop species Brassica napus
| PRJEB2990 | ENA
Project description:Association Genetics can quickly and efficiently delineate regions of the genome that control traits and provide markers to accelerate breeding by marker-assisted selection. The requirements for many markers and a genome sequence to order those markers have limited its exploitation in crops. To harness this approach for use in a broad range of crops, even those with complex genomes, we developed an approach based on transcriptome sequencing to exploit markers representing variation in both gene sequences and gene expression. We term this approach Associative Transcriptomics. Applying it successfully in Brassica napus, as an example, we identified that genomic deletions including orthologues of the transcription factor controlling aliphatic glucosinolate biosynthesis in Arabidopsis thaliana, HAG1 (At5g61420), underlie two QTL for glucosinolate content of seeds.
2012-07-04 | E-MTAB-4309 | biostudies-arrayexpress
Project description:Illumina mRNA-Seq is comparable to microarray analysis for transcript quantification but has increased sensitivity and, importantly, the potential to distinguish between homoeologous genes in polyploids. Using a novel curing process, we adapted a reference sequence that was a consensus derived from ESTs from both Brassica A and C genomes to one containing A and C genome versions for each of the 94,558 original unigenes. We aligned reads from Brassica napus to this cured reference, finding 38% more reads mapping in resynthesised lines and 28% in natural lines. Where the A and C versions differed at single nucleotide positions, termed inter-homoeologue polymorphisms (IHPs), we were able to apportion expression in the polyploid to the A or C genome homoeologues. 43,761 unigenes contained at least one IHP, with a mean frequency of 10.5 per kb unigene sequence. 6,350 of the unigenes with IHPs were differentially expressed between homoeologous gene pairs in resynthesised B. napus. 3,212 unigenes showed a similar pattern of differential expression across a range of natural B. napus crop varieties and, of these, 995 were in common with resynthesised B. napus. Functional classification showed over-representation in gene ontology categories not associated with dosage-sensitivity.
2011-10-18 | E-MTAB-4340 | biostudies-arrayexpress
Project description:Polyploidy has played an extensive role in the evolution of flowering plants. Allopolyploids, with subgenomes containing duplicated gene pairs called homeologs, can show rapid transcriptome changes including novel alternative splicing (AS) patterns. The extent to which abiotic stress modulates AS of homeologs is a nascent topic in polyploidy research. We subjected both natural and resynthesized lines of polyploid Brassica napus, along with the progenitors B. rapa and B. oleracea, to infection with the fungal pathogen Sclerotinia sclerotiorum. RNA-seq analyses revealed widespread divergence between polyploid subgenomes in both gene expression and AS patterns. Resynthesized B. napus displayed significantly more A and C subgenome biased homeologs under pathogen infection than during uninfected growth. Differential AS (DAS) in response to infection was highest in natural B. napus (12,709 DAS events) and lower in resynthesized Brassica napus (8,863 DAS events). Natural B. napus had more up-regulated events and fewer down-regulated events. There was a global expression bias towards the B. oleracea-derived (C) subgenome in both resynthesized and natural B. napus, enhanced by widespread non-parental downregulation of the B. rapa-derived (A) homeolog. In the resynthesized B. napus specifically, this resulted a disproportionate C subgenome contribution to pathogen defense response, characterized by biases in both transcript expression levels and the proportion of induced genes. Our results elucidate the complex ways in which Sclerotinia infection affects expression and AS of homeologous genes in natural and resynthesized B. napus, and indicate that abiotic stress can influence the evolution of homeologous genes in polyploids.
2023-02-04 | GSE201225 | GEO
Project description:mRNA expression profiling of the embryo, endosperm (micropylar, peripheral, chalazal), and seed coat (outer, inner, chalazal, chalazal proliferating tissue) of the developing Brassica napus seed. Tissues were isolated using laser microdissection (LMD) from Brassica napus seeds at the globular, heart, and mature green stages of seed development.
2024-07-15 | GSE271809 | GEO
Project description:We establish global maps of regulatory elements and chromatin states and their dynamics, for both the whole and subgenomes of four tissue types (young leaf, flower bud, silique, and root) of two B. napus lines. Approximately 52 % of the genome was annotated with different epigenomic signals. We also uncover a new bivalent chromatin state in B. napus and suggest its key roles in regulating tissue-specific gene expression. Furthermore, we observe that different types of duplicated genes have differential patterns of histone modifications, DNA methylation, and selection pressures. Together, we provide valuable epigenetic data resources of allopolyploid B. napus and reveal the central role of epigenomic information in understanding transcriptional regulation in polyploid plants.
2021-01-31 | GSE143285 | GEO
Project description:We establish global maps of regulatory elements and chromatin states and their dynamics, for both the whole and subgenomes of four tissue types (young leaf, flower bud, silique, and root) of two B. napus lines. Approximately 52 % of the genome was annotated with different epigenomic signals. We also uncover a new bivalent chromatin state in B. napus and suggest its key roles in regulating tissue-specific gene expression. Furthermore, we observe that different types of duplicated genes have differential patterns of histone modifications, DNA methylation, and selection pressures. Together, we provide valuable epigenetic data resources of allopolyploid B. napus and reveal the central role of epigenomic information in understanding transcriptional regulation in polyploid plants.
2021-01-31 | GSE143283 | GEO
Project description:We establish global maps of regulatory elements and chromatin states and their dynamics, for both the whole and subgenomes of four tissue types (young leaf, flower bud, silique, and root) of two B. napus lines. Approximately 52 % of the genome was annotated with different epigenomic signals. We also uncover a new bivalent chromatin state in B. napus and suggest its key roles in regulating tissue-specific gene expression. Furthermore, we observe that different types of duplicated genes have differential patterns of histone modifications, DNA methylation, and selection pressures. Together, we provide valuable epigenetic data resources of allopolyploid B. napus and reveal the central role of epigenomic information in understanding transcriptional regulation in polyploid plants.
2021-01-31 | GSE143286 | GEO
Project description:We establish global maps of regulatory elements and chromatin states and their dynamics, for both the whole and subgenomes of four tissue types (young leaf, flower bud, silique, and root) of two B. napus lines. Approximately 52 % of the genome was annotated with different epigenomic signals. We also uncover a new bivalent chromatin state in B. napus and suggest its key roles in regulating tissue-specific gene expression. Furthermore, we observe that different types of duplicated genes have differential patterns of histone modifications, DNA methylation, and selection pressures. Together, we provide valuable epigenetic data resources of allopolyploid B. napus and reveal the central role of epigenomic information in understanding transcriptional regulation in polyploid plants.
2021-01-31 | GSE143284 | GEO
Project description:High temperature stress results in yield loss and alterations to seed composition during seed filling in oilseed rape (Brassica napus). However, the mechanism underlying this heat response is poorly understood. In this study, we employed a microarray analysis with silique walls and seeds from the developing siliques (20 days after flowering) of Brassica napus that had undergone heat stress.
2015-01-05 | GSE57697 | GEO