Investigating the Mechanism of Metabolic Resistance to Tribenuron-Methyl in Capsella bursa-pastoris (L.) Medik. by Full-Length Transcriptome Assembly Combined with RNA-Seq

2021 ◽  
Vol 69 (12) ◽  
pp. 3692-3701
Author(s):  
Xiaolin Zhang ◽  
Hengzhi Wang ◽  
Feng Bei ◽  
Cuixia Wu ◽  
Lele Zhang ◽  
...  
Keyword(s):  
Transcriptome Assembly ◽  
Full Length ◽  
Rna Seq ◽  
Metabolic Resistance ◽  
Tribenuron Methyl

scholarly journals Full-length transcriptome assembly from RNA-Seq data without a reference genome

2011 ◽  
Vol 29 (7) ◽  
pp. 644-652 ◽  
Author(s):  
Manfred G Grabherr ◽  
Brian J Haas ◽  
Moran Yassour ◽  
Joshua Z Levin ◽  
Dawn A Thompson ◽  
...  
Keyword(s):  
Reference Genome ◽  
Transcriptome Assembly ◽  
Full Length ◽  
Rna Seq

scholarly journals Full-Length Transcriptome Assembly of Italian Ryegrass Root Integrated with RNA-Seq to Identify Genes in Response to Plant Cadmium Stress

2020 ◽  
Vol 21 (3) ◽  
pp. 1067 ◽  
Author(s):  
Zhaoyang Hu ◽  
Yufei Zhang ◽  
Yue He ◽  
Qingqing Cao ◽  
Ting Zhang ◽  
...  
Keyword(s):  
De Novo ◽  
Transcriptome Assembly ◽  
Italian Ryegrass ◽  
Full Length ◽  
Rna Seq ◽  
Cd Stress ◽  
Toxic Heavy Metal ◽  
Regulatory Pathways ◽  
A Genome ◽  
Cd Translocation

Cadmium (Cd) is a toxic heavy metal element. It is relatively easily absorbed by plants and enters the food chain, resulting in human exposure to Cd. Italian ryegrass (Lolium multiflorum Lam.), an important forage cultivated widely in temperate regions worldwide, has the potential to be used in phytoremediation. However, genes regulating Cd translocation and accumulation in this species are not fully understood. Here, we optimized PacBio ISO-seq and integrated it with RNA-seq to construct a de novo full-length transcriptomic database for an un-sequenced autotetraploid species. With the database, we identified 2367 differentially expressed genes (DEGs) and profiled the molecular regulatory pathways of Italian ryegrass with Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis in response to Cd stress. Overexpression of a DEG LmAUX1 in Arabidopsis thaliana significantly enhanced plant Cd concentration. We also unveiled the complexity of alternative splicing (AS) with a genome-free strategy. We reconstructed full-length UniTransModels using the reference transcriptome, and 29.76% of full-length models had more than one isoform. Taken together, the results enhanced our understanding of the genetic diversity and complexity of Italian ryegrass under Cd stress and provided valuable genetic resources for its gene identification and molecular breeding.

scholarly journals Transcriptome landscape of the developing olive fruit fly embryo delineated by Oxford Nanopore long-read RNA-Seq

2018 ◽  
Author(s):  
Anthony Bayega ◽  
Spyros Oikonomopoulos ◽  
Eleftherios Zorbas ◽  
Yu Chang Wang ◽  
Maria-Eleni Gregoriou ◽  
...  
Keyword(s):  
Embryo Development ◽  
De Novo ◽  
Transcriptome Assembly ◽  
Fruit Fly ◽  
Full Length ◽  
Olive Fruit Fly ◽  
Rna Seq ◽  
Olive Fruit ◽  
Olive Fly ◽  
Oxford Nanopore

AbstractThe olive fruit fly or olive fly (Bactrocera oleae) is the most important pest of cultivated olive trees. Like all insects the olive fly undergoes complete metamorphosis. However, the transcription dynamics that occur during early embryonic development have not been explored, while detailed transcriptomic analysis in the absence of a fully annotated genome is challenging. We collected olive fly embryos at hourly intervals for the first 6 hours of development and performed full-length cDNA-Seq using a purpose designed SMARTer cDNA synthesis protocol followed by sequencing on the MinION (Oxford Nanopore Technologies). We generated 31 million total reads across the timepoints (median yield 4.2 million per timepoint). The reads showed 98 % alignment rate to the olive fly genome and 91 % alignment rate to the NBCI predicted B. oleae gene models. Over 50 % of the expressed genes had at least one read covering its entire length validating our full-length RNA-Seq procedure. Expression of 68 % of the predicted B. oleae genes was detected in the first six hours of development. We generated a de novo transcriptome assembly of the olive fly and identified 3553 novel genes and a total of 79,810 transcripts; a fourfold increase in transcriptome diversity compared to the NCBI predicted transcriptome. On a global scale, the first six hours of embryo development were characterized by dramatic transcriptome changes with the total number of transcripts per embryo dropping to half from the first hour to the second hour of embryo development. Clustering of genes based on temporal co-expression followed by gene-set enrichment analysiss of genes expressed in the first six hours of embryo development showed that genes involved in transcription and translation, macro-molecule biosynthesis, and neurodevelopment were highly enriched. These data provide the first insight into the transcriptome landscape of the developing olive fly embryo. The data also reveal transcript signatures of sex development. Overall, full-length sequencing of the cDNA molecules permitted a detailed characterization of the isoform complexity and the transcriptional dynamics of the first embryonic stages of the B. oleae.

scholarly journals Characterization of full-length transcriptome in Saccharum officinarum and molecular insights into tiller development

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Haifeng Yan ◽  
Huiwen Zhou ◽  
Hanmin Luo ◽  
Yegeng Fan ◽  
Zhongfeng Zhou ◽  
...  
Keyword(s):  
Carbon Fixation ◽  
Developmental Stages ◽  
Genomic Data ◽  
Saccharum Officinarum ◽  
Full Length ◽  
Rna Seq ◽  
Pyruvate Phosphate Dikinase ◽  
Sugarcane Yield ◽  
Tiller Bud

Abstract Background Although extensive breeding efforts are ongoing in sugarcane (Saccharum officinarum L.), the average yield is far below the theoretical potential. Tillering is an important component of sugarcane yield, however, the molecular mechanism underlying tiller development is still elusive. The limited genomic data in sugarcane, particularly due to its complex and large genome, has hindered in-depth molecular studies. Results Herein, we generated full-length (FL) transcriptome from developing leaf and tiller bud samples based on PacBio Iso-Seq. In addition, we performed RNA-seq from tiller bud samples at three developmental stages (T0, T1 and T2) to uncover key genes and biological pathways involved in sugarcane tiller development. In total, 30,360 and 20,088 high-quality non-redundant isoforms were identified in leaf and tiller bud samples, respectively, representing 41,109 unique isoforms in sugarcane. Likewise, we identified 1063 and 1037 alternative splicing events identified in leaf and tiller bud samples, respectively. We predicted the presence of coding sequence for 40,343 isoforms, 98% of which was successfully annotated. Comparison with previous FL transcriptomes in sugarcane revealed 2963 unreported isoforms. In addition, we characterized 14,946 SSRs from 11,700 transcripts and 310 lncRNAs. By integrating RNA-seq with the FL transcriptome, 468 and 57 differentially expressed genes (DEG) were identified in T1vsT0 and T2vsT0, respectively. Strong up-regulation of several pyruvate phosphate dikinase and phosphoenolpyruvate carboxylase genes suggests enhanced carbon fixation and protein synthesis to facilitate tiller growth. Similarly, up-regulation of linoleate 9S-lipoxygenase and lipoxygenase genes in the linoleic acid metabolism pathway suggests high synthesis of key oxylipins involved in tiller growth and development. Conclusions Collectively, we have enriched the genomic data available in sugarcane and provided candidate genes for manipulating tiller formation and development, towards productivity enhancement in sugarcane.

scholarly journals Accurate transcriptome assembly by Nanopore RNA‐seq reveals novel functional transcripts in hepatocellular carcinoma

2021 ◽  
Author(s):  
Yuanchang Fang ◽  
Geng Chen ◽  
Feng Chen ◽  
En Hu ◽  
Xiuqing Dong ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Transcriptome Assembly ◽  
Rna Seq

scholarly journals Reference transcriptome assembly and annotation for perennial ryegrass

Genome ◽  
2017 ◽  
Vol 60 (12) ◽  
pp. 1086-1088 ◽  
Author(s):  
Hiroshi Shinozuka ◽  
Noel O.I. Cogan ◽  
German C. Spangenberg ◽  
John W. Forster
Keyword(s):  
Perennial Ryegrass ◽  
Transcriptome Assembly ◽  
Genotyping By Sequencing ◽  
Whole Genome Sequence ◽  
Grass Species ◽  
Rna Seq ◽  
Pasture Grass ◽  
Tissue Samples ◽  
Genome Sequence Assembly ◽  
Transcriptome Resource

RNA-Seq methodology has been used to generate a comprehensive transcriptome sequence resource for perennial ryegrass, an important temperate pasture grass species. A total of 931 547 255 reads were obtained from libraries corresponding to 19 distinct tissue samples, including both vegetative and reproductive stages of development. Assembly of data generated a final filtered reference set of 48 713 contigs and scaffolds. The transcriptome resource will support whole genome sequence assembly, comparative genomics, implementation of genotyping-by-sequencing (GBS) methods based on transcript sampling, and identification of candidate genes for multiple biological functions.

scholarly journals RNA-Seq Based De Novo Transcriptome Assembly and Gene Discovery of Cistanche deserticola Fleshy Stem

PLoS ONE ◽  
2015 ◽  
Vol 10 (5) ◽  
pp. e0125722 ◽  
Author(s):  
Yuli Li ◽  
Xiliang Wang ◽  
Tingting Chen ◽  
Fuwen Yao ◽  
Cuiping Li ◽  
...  
Keyword(s):  
De Novo ◽  
Transcriptome Assembly ◽  
Gene Discovery ◽  
De Novo Transcriptome Assembly ◽  
Rna Seq ◽  
De Novo Transcriptome ◽  
Cistanche Deserticola
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