Literature DB >> 29722876

Necklace: combining reference and assembled transcriptomes for more comprehensive RNA-Seq analysis.

Nadia M Davidson1,2, Alicia Oshlack1,2.   

Abstract

Background: RNA sequencing (RNA-seq) analyses can benefit from performing a genome-guided and de novo assembly, in particular for species where the reference genome or the annotation is incomplete. However, tools for integrating an assembled transcriptome with reference annotation are lacking. Findings: Necklace is a software pipeline that runs genome-guided and de novo assembly and combines the resulting transcriptomes with reference genome annotations. Necklace constructs a compact but comprehensive superTranscriptome out of the assembled and reference data. Reads are subsequently aligned and counted in preparation for differential expression testing. Conclusions: Necklace allows a comprehensive transcriptome to be built from a combination of assembled and annotated transcripts, which results in a more comprehensive transcriptome for the majority of organisms. In addition RNA-seq data are mapped back to this newly created superTranscript reference to enable differential expression testing with standard methods.

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Year:  2018        PMID: 29722876      PMCID: PMC5946861          DOI: 10.1093/gigascience/giy045

Source DB:  PubMed          Journal:  Gigascience        ISSN: 2047-217X            Impact factor:   6.524


  20 in total

1.  BLAT--the BLAST-like alignment tool.

Authors:  W James Kent
Journal:  Genome Res       Date:  2002-04       Impact factor: 9.043

2.  Bpipe: a tool for running and managing bioinformatics pipelines.

Authors:  Simon P Sadedin; Bernard Pope; Alicia Oshlack
Journal:  Bioinformatics       Date:  2012-04-12       Impact factor: 6.937

3.  Corset: enabling differential gene expression analysis for de novo assembled transcriptomes.

Authors:  Nadia M Davidson; Alicia Oshlack
Journal:  Genome Biol       Date:  2014-07-26       Impact factor: 13.583

4.  StringTie enables improved reconstruction of a transcriptome from RNA-seq reads.

Authors:  Mihaela Pertea; Geo M Pertea; Corina M Antonescu; Tsung-Cheng Chang; Joshua T Mendell; Steven L Salzberg
Journal:  Nat Biotechnol       Date:  2015-02-18       Impact factor: 54.908

5.  Detecting differential usage of exons from RNA-seq data.

Authors:  Simon Anders; Alejandro Reyes; Wolfgang Huber
Journal:  Genome Res       Date:  2012-06-21       Impact factor: 9.043

Review 6.  From RNA-seq reads to differential expression results.

Authors:  Alicia Oshlack; Mark D Robinson; Matthew D Young
Journal:  Genome Biol       Date:  2010-12-22       Impact factor: 13.583

7.  Differential expression analysis for sequence count data.

Authors:  Simon Anders; Wolfgang Huber
Journal:  Genome Biol       Date:  2010-10-27       Impact factor: 13.583

8.  SuperTranscripts: a data driven reference for analysis and visualisation of transcriptomes.

Authors:  Nadia M Davidson; Anthony D K Hawkins; Alicia Oshlack
Journal:  Genome Biol       Date:  2017-08-04       Impact factor: 13.583

9.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

10.  Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation.

Authors:  Nuala A O'Leary; Mathew W Wright; J Rodney Brister; Stacy Ciufo; Diana Haddad; Rich McVeigh; Bhanu Rajput; Barbara Robbertse; Brian Smith-White; Danso Ako-Adjei; Alexander Astashyn; Azat Badretdin; Yiming Bao; Olga Blinkova; Vyacheslav Brover; Vyacheslav Chetvernin; Jinna Choi; Eric Cox; Olga Ermolaeva; Catherine M Farrell; Tamara Goldfarb; Tripti Gupta; Daniel Haft; Eneida Hatcher; Wratko Hlavina; Vinita S Joardar; Vamsi K Kodali; Wenjun Li; Donna Maglott; Patrick Masterson; Kelly M McGarvey; Michael R Murphy; Kathleen O'Neill; Shashikant Pujar; Sanjida H Rangwala; Daniel Rausch; Lillian D Riddick; Conrad Schoch; Andrei Shkeda; Susan S Storz; Hanzhen Sun; Francoise Thibaud-Nissen; Igor Tolstoy; Raymond E Tully; Anjana R Vatsan; Craig Wallin; David Webb; Wendy Wu; Melissa J Landrum; Avi Kimchi; Tatiana Tatusova; Michael DiCuccio; Paul Kitts; Terence D Murphy; Kim D Pruitt
Journal:  Nucleic Acids Res       Date:  2015-11-08       Impact factor: 16.971

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  3 in total

1.  Necklace: combining reference and assembled transcriptomes for more comprehensive RNA-Seq analysis.

Authors:  Nadia M Davidson; Alicia Oshlack
Journal:  Gigascience       Date:  2018-05-01       Impact factor: 6.524

Review 2.  Technology dictates algorithms: recent developments in read alignment.

Authors:  Mohammed Alser; Jeremy Rotman; Onur Mutlu; Serghei Mangul; Dhrithi Deshpande; Kodi Taraszka; Huwenbo Shi; Pelin Icer Baykal; Harry Taegyun Yang; Victor Xue; Sergey Knyazev; Benjamin D Singer; Brunilda Balliu; David Koslicki; Pavel Skums; Alex Zelikovsky; Can Alkan
Journal:  Genome Biol       Date:  2021-08-26       Impact factor: 13.583

3.  Pervasive male-biased expression throughout the germline-specific regions of the sea lamprey genome supports key roles in sex differentiation and spermatogenesis.

Authors:  Tamanna Yasmin; Phil Grayson; Margaret F Docker; Sara V Good
Journal:  Commun Biol       Date:  2022-05-10
  3 in total

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