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Advances in sequencing technology have significantly advanced the landscape of developmental biology research. The dissection of genetic networks in model and non-model organisms has been greatly enhanced with high-throughput sequencing technologies. RNA-seq has revolutionized the ability to perform developmental biology research in organisms without a published genome sequence. Here, we describe a protocol for developmental biologists to perform RNA-seq on dissected tissue or whole embryos. We start with the isolation of RNA and generation of sequencing libraries. We further show how to interpret and analyze the large amount of sequencing data that is generated in RNA-seq. We explore the abilities to examine differential expression, gene duplication, transcript assembly, alternative splicing and SNP discovery. For the purposes of this article, we use Xenopus laevis as the model organism to discuss uses of RNA-seq in an organism without a fully annotated genome sequence.
Adams,
The genome sequence of Drosophila melanogaster.
2000, Pubmed
Adams,
The genome sequence of Drosophila melanogaster.
2000,
Pubmed Amaya,
Expression of a dominant negative mutant of the FGF receptor disrupts mesoderm formation in Xenopus embryos.
1991,
Pubmed
,
Xenbase Anders,
Differential expression analysis for sequence count data.
2010,
Pubmed Auer,
Statistical design and analysis of RNA sequencing data.
2010,
Pubmed Avery,
Ordering gene function: the interpretation of epistasis in regulatory hierarchies.
1992,
Pubmed Bowes,
Xenbase: a Xenopus biology and genomics resource.
2008,
Pubmed
,
Xenbase Brenner,
The genetics of Caenorhabditis elegans.
1974,
Pubmed Bullard,
Evaluation of statistical methods for normalization and differential expression in mRNA-Seq experiments.
2010,
Pubmed Cahais,
Reference-free transcriptome assembly in non-model animals from next-generation sequencing data.
2012,
Pubmed C. elegans Sequencing Consortium,
Genome sequence of the nematode C. elegans: a platform for investigating biology.
1998,
Pubmed Christine,
Vertebrate CASTOR is required for differentiation of cardiac precursor cells at the ventral midline.
2008,
Pubmed
,
Xenbase Clark,
Evolution of genes and genomes on the Drosophila phylogeny.
2007,
Pubmed Eden,
GOrilla: a tool for discovery and visualization of enriched GO terms in ranked gene lists.
2009,
Pubmed Fire,
Potent and specific genetic interference by double-stranded RNA in Caenorhabditis elegans.
1998,
Pubmed Grabherr,
Full-length transcriptome assembly from RNA-Seq data without a reference genome.
2011,
Pubmed Haffter,
The identification of genes with unique and essential functions in the development of the zebrafish, Danio rerio.
1996,
Pubmed Harland,
In situ hybridization: an improved whole-mount method for Xenopus embryos.
1991,
Pubmed
,
Xenbase Heid,
Real time quantitative PCR.
1996,
Pubmed Hellsten,
Accelerated gene evolution and subfunctionalization in the pseudotetraploid frog Xenopus laevis.
2007,
Pubmed
,
Xenbase Hellsten,
The genome of the Western clawed frog Xenopus tropicalis.
2010,
Pubmed
,
Xenbase Hemmati-Brivanlou,
Ventral mesodermal patterning in Xenopus embryos: expression patterns and activities of BMP-2 and BMP-4.
1995,
Pubmed
,
Xenbase Homer,
BFAST: an alignment tool for large scale genome resequencing.
2009,
Pubmed Hopwood,
Activation of muscle genes without myogenesis by ectopic expression of MyoD in frog embryo cells.
1990,
Pubmed
,
Xenbase Jiang,
Synthetic spike-in standards for RNA-seq experiments.
2011,
Pubmed Jiang,
The Xenopus GATA-4/5/6 genes are associated with cardiac specification and can regulate cardiac-specific transcription during embryogenesis.
1996,
Pubmed
,
Xenbase Kaltenbrun,
Xenopus: An emerging model for studying congenital heart disease.
2011,
Pubmed
,
Xenbase Kong,
Btrim: a fast, lightweight adapter and quality trimming program for next-generation sequencing technologies.
2011,
Pubmed Koonin,
Orthologs, paralogs, and evolutionary genomics.
2005,
Pubmed Köster,
Expression pattern of the winged helix factor XFD-11 during Xenopus embryogenesis.
1998,
Pubmed
,
Xenbase Kozarewa,
Amplification-free Illumina sequencing-library preparation facilitates improved mapping and assembly of (G+C)-biased genomes.
2009,
Pubmed Lander,
Initial sequencing and analysis of the human genome.
2001,
Pubmed Lang,
A comparison of RNA amplification techniques at sub-nanogram input concentration.
2009,
Pubmed Langmead,
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome.
2009,
Pubmed Langmead,
Fast gapped-read alignment with Bowtie 2.
2012,
Pubmed Lassmann,
TagDust--a program to eliminate artifacts from next generation sequencing data.
2009,
Pubmed Lauss,
Comparison of RNA amplification techniques meeting the demands for the expression profiling of clinical cancer samples.
2007,
Pubmed Lee,
Whole-mount fluorescence immunocytochemistry on Xenopus embryos.
2008,
Pubmed
,
Xenbase Lei,
Efficient targeted gene disruption in Xenopus embryos using engineered transcription activator-like effector nucleases (TALENs).
2012,
Pubmed
,
Xenbase Li,
Fast and accurate short read alignment with Burrows-Wheeler transform.
2009,
Pubmed Li,
The Sequence Alignment/Map format and SAMtools.
2009,
Pubmed Li,
Mapping short DNA sequencing reads and calling variants using mapping quality scores.
2008,
Pubmed Livak,
Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.
2001,
Pubmed Livesey,
Microarray analysis of the transcriptional network controlled by the photoreceptor homeobox gene Crx.
2000,
Pubmed Lohse,
RobiNA: a user-friendly, integrated software solution for RNA-Seq-based transcriptomics.
2012,
Pubmed McDonald,
Microarray analysis and organization of circadian gene expression in Drosophila.
2001,
Pubmed Melton,
Gene targeting in the mouse.
1994,
Pubmed Mortazavi,
Mapping and quantifying mammalian transcriptomes by RNA-Seq.
2008,
Pubmed Moulton,
Gene knockdowns in adult animals: PPMOs and vivo-morpholinos.
2009,
Pubmed Murato,
Two alloalleles of Xenopus laevis hairy2 gene--evolution of duplicated gene function from a developmental perspective.
2007,
Pubmed
,
Xenbase Nagalakshmi,
The transcriptional landscape of the yeast genome defined by RNA sequencing.
2008,
Pubmed Nagalakshmi,
RNA-Seq: a method for comprehensive transcriptome analysis.
2010,
Pubmed Nakajima,
Generation of albino Xenopus tropicalis using zinc-finger nucleases.
2012,
Pubmed
,
Xenbase Nüsslein-Volhard,
Mutations affecting segment number and polarity in Drosophila.
1980,
Pubmed Prall,
An Nkx2-5/Bmp2/Smad1 negative feedback loop controls heart progenitor specification and proliferation.
2007,
Pubmed Reinke,
Functional exploration of the C. elegans genome using DNA microarrays.
2002,
Pubmed Robinson,
Integrative genomics viewer.
2011,
Pubmed Robinson,
edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.
2010,
Pubmed Robinson,
A scaling normalization method for differential expression analysis of RNA-seq data.
2010,
Pubmed Russell,
Specific-locus test shows ethylnitrosourea to be the most potent mutagen in the mouse.
1979,
Pubmed Schroeder,
The RIN: an RNA integrity number for assigning integrity values to RNA measurements.
2006,
Pubmed Sengupta,
Highly consistent, fully representative mRNA-Seq libraries from ten nanograms of total RNA.
2010,
Pubmed Sive,
Microinjection of Xenopus embryos.
2010,
Pubmed
,
Xenbase Smeds,
ConDeTri--a content dependent read trimmer for Illumina data.
2011,
Pubmed Smith,
The MLC1v gene provides a transgenic marker of myocardium formation within developing chambers of the Xenopus heart.
2005,
Pubmed
,
Xenbase Tandon,
Morpholino injection in Xenopus.
2012,
Pubmed
,
Xenbase Tandon,
Tcf21 regulates the specification and maturation of proepicardial cells.
2013,
Pubmed
,
Xenbase Tonissen,
XNkx-2.5, a Xenopus gene related to Nkx-2.5 and tinman: evidence for a conserved role in cardiac development.
1994,
Pubmed
,
Xenbase Trapnell,
TopHat: discovering splice junctions with RNA-Seq.
2009,
Pubmed Trapnell,
Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks.
2012,
Pubmed Trapnell,
Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation.
2010,
Pubmed Venter,
The sequence of the human genome.
2001,
Pubmed Wang,
DEGseq: an R package for identifying differentially expressed genes from RNA-seq data.
2010,
Pubmed Wang,
RNA-Seq: a revolutionary tool for transcriptomics.
2009,
Pubmed Waterston,
Initial sequencing and comparative analysis of the mouse genome.
2002,
Pubmed Yendrek,
The bench scientist's guide to statistical analysis of RNA-Seq data.
2012,
Pubmed Young,
Efficient targeted gene disruption in the soma and germ line of the frog Xenopus tropicalis using engineered zinc-finger nucleases.
2011,
Pubmed
,
Xenbase Zheng,
Bias detection and correction in RNA-Sequencing data.
2011,
Pubmed