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Open AccessJournal ArticleDOI

RNA-Seq: a revolutionary tool for transcriptomics

Zhong Wang, +2 more
- 01 Jan 2009 - 
- Vol. 10, Iss: 1, pp 57-63
TLDR
The RNA-Seq approach to transcriptome profiling that uses deep-sequencing technologies provides a far more precise measurement of levels of transcripts and their isoforms than other methods.
Abstract
RNA-Seq is a recently developed approach to transcriptome profiling that uses deep-sequencing technologies. Studies using this method have already altered our view of the extent and complexity of eukaryotic transcriptomes. RNA-Seq also provides a far more precise measurement of levels of transcripts and their isoforms than other methods. This article describes the RNA-Seq approach, the challenges associated with its application, and the advances made so far in characterizing several eukaryote transcriptomes.

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Citations
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Journal ArticleDOI

Methods for biological data integration: perspectives and challenges

TL;DR: This work surveys recent methods for collective mining (integration) of various types of networked biological data and proposes that recent non-negative matrix factorization-based approaches may become the integration methodology of choice, as they are well suited and accurate in dealing with heterogeneous data and have many opportunities for further development.
Journal ArticleDOI

Genotyping-by-sequencing approaches to characterize crop genomes: choosing the right tool for the right application

TL;DR: The most common genotyping methods used today are reviewed and compare their suitability for linkage mapping, genomewide association studies (GWAS), marker‐assisted and genomic selection and genome assembly and improvement in crops with various genome sizes and complexity.
Journal ArticleDOI

Long non-coding RNAs and their biological roles in plants

TL;DR: In plants, although a large number of lncRNA transcripts have been predicted and identified in few species, current knowledge of their biological functions is still limited and here, recent studies on their identification, characteristics, classification, bioinformatics, resources, and current exploration of their Biological functions in plants are summarized.
Journal ArticleDOI

Comparative transcriptomics of three Poaceae species reveals patterns of gene expression evolution.

TL;DR: In this paper, the authors employed a sequence-based approach to compare analogous transcriptomes in species representing three Poaceae subgroups including the Pooideae (Brachypodium distachyon), the Panicoidesae (sorghum), and the Ehrhartoidea (rice), and showed that only a fraction of orthologous genes exhibit conserved expression patterns.
Journal ArticleDOI

Recent advances in metabolic engineering of Saccharomyces cerevisiae: New tools and their applications.

TL;DR: This review summarizes the recent development of metabolic engineering approaches to modulate yeast metabolism with representative examples and highlights new tools for biosynthetic pathway optimization and genome engineering to advance metabolic engineering in yeast.
References
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Journal ArticleDOI

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TL;DR: Although >90% of uniquely mapped reads fell within known exons, the remaining data suggest new and revised gene models, including changed or additional promoters, exons and 3′ untranscribed regions, as well as new candidate microRNA precursors.
PatentDOI

Serial analysis of gene expression

TL;DR: Serial analysis of gene expression (SAGE) should provide a broadly applicable means for the quantitative cataloging and comparison of expressed genes in a variety of normal, developmental, and disease states.
Journal ArticleDOI

Mapping short DNA sequencing reads and calling variants using mapping quality scores

TL;DR: This work describes the software MAQ, software that can build assemblies by mapping shotgun short reads to a reference genome, using quality scores to derive genotype calls of the consensus sequence of a diploid genome, e.g., from a human sample.
Journal ArticleDOI

RNA-seq: An assessment of technical reproducibility and comparison with gene expression arrays

TL;DR: It is found that the Illumina sequencing data are highly replicable, with relatively little technical variation, and thus, for many purposes, it may suffice to sequence each mRNA sample only once (i.e., using one lane).
Journal ArticleDOI

SOAP: short oligonucleotide alignment program

TL;DR: The program SOAP is designed to handle the huge amounts of short reads generated by parallel sequencing using the new generation Illumina-Solexa sequencing technology, which supports multi-threaded parallel computing and has a batch module for multiple query sets.
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