Methods to study Event/Isoform Expression and Alternative Splicing from
RegulatoryGenomics website posts and updates a comprehensive list of tools for RNAseq analysis, and the current version is posted below. If you are overwhelmed with too many tools, please wait till our next commentary, where we will put them all in context. Also check this seqanswers thread for more on the topic.
(please send
comments/suggestions to eduardo.eyras@upf.edu)
Spliced-mappers
Method
Reference
Web-site
TopHat
(Trapnell et al. 2009)
MapSplice
(Wang et al. 2010)
http://www.netlab.uky.edu/p/bioinfo/MapSplice
SpliceMap
(Auger et al. 2010)
http://www.stanford.edu/group/wonglab/SpliceMap/
HMMSplicer
(Dimon et al. 2010)
http://derisilab.ucsf.edu/index.php?software=105
TrueSight
(Li et al. 2012b)
http://bioen-compbio.bioen.illinois.edu/TrueSight/
SOAPsplice
(Huang et al. 2011)
http://soap.genomics.org.cn/soapsplice.html
PASSion
(Zhang et al. 2012)
PALMapper
(Jean et al. 2010)
SplitSeek
(Ameur et al. 2010)
http://solidsoftwaretools.com/gf/project/splitseek
Supersplat
(Bryant et al. 2010)
http://mocklerlab-tools.cgrb.oregonstate.edu/
SeqSaw
(Wang et al. 2011)
http://bioinfo.au.tsinghua.edu.cn/software/seqsaw
MapNext
(Bao et al. 2009)
http://evolution.sysu.edu.cn/english/software/mapnext.htm
STAR
(Dobin et al. 2012)
http://gingeraslab.cshl.edu/STAR/
GSNAP
(Wu et al. 2010)
http://research-pub.gene.com/gmap/
QPALMA
(De Bona et al. 2008)
http://www.raetschlab.org/suppl/qpalma
OSA
(Hu et al. 2012)
De novo
Transcript assembly methods
Method
Reference
Web-site
Rnnotator
(Martin et al. 2010)
[Email to
vtdelapuente@lbl.gov
Multiple-k/STM
(Surget-Groba et al. 2010)
http://www.surget-groba.ch/downloads/stm.tar.gz
OASES
(Schultz et al. 2012)
http://www.ebi.ac.uk/~zerbino/oases/
Abyss
(Birol et al. 2009)
http://www.bcgsc.ca/platform/bioinfo/software/abyss
TransAbyss
(Robertson et al. 2010)
http://www.bcgsc.ca/platform/bioinfo/software/
Trinity
(Grabherr et al. 2011)
http://TrinityRNASeq.sourceforge.net
OASES
(Schultz et al. 2012)
http://www.ebi.ac.uk/~zerbino/oases/
Kissplice
(Sacomoto et al. 2012)
http://alcovna.genouest.org/kissplice/
Genome-based methods not using
annotation
Method
Reference
Web-site
G-Mo.R-Seq
(Denoeud et al. 2008)
http://www.genoscope.cns.fr/externe/gmorse/
TAU
(Filichkin et al. 2010)
http://mocklerlab-tools.cgrb.oregonstate.edu/
Scripture
(Guttman et al. 2010)
http://www.broadinstitute.org/software/Scripture/
Cufflinks
(Trapnell et al. 2010)
http://cufflinks.cbcb.umd.edu/
IsoLasso
(Li et al. 2011a)
http://www.cs.ucr.edu/~liw/isolasso.html
CEM
(Li et al. 2012a)
http://www.cs.ucr.edu/~liw/cem.html
NSMAP
(Xia et al. 2011)
https://sites.google.com/site/nsmapforrnaseq
Montebello
(Hiller et al. 2012)
http://www.stanford.edu/group/wonglab/Montebello/Montebello_0.8.tar.gz
Casper
(Rosell et al. 2012)
https://sites.google.com/site/rosselldavid/software
**Quantification of events using
gene annotations**
Method
Reference
Web-site
RUM
(Grant et al. 2011)
http://www.cbil.upenn.edu/RUM/userguide.php
X-MATE
(Wood et al. 2011)
http://grimmond.imb.uq.edu.au/X-MATE/
MMES
(Wang et al. 2010b)
Email to Wang.Liguo@mayo.edu
SpliceTrap
(Wu et al. 2011)
http://rulai.cshl.edu/splicetrap/
Genome-based quantification of
isoforms using gene annotations
Method
Reference
Web-site
rSeq
(Jiang et al. 2009)
http://www-personal.umich.edu/~jianghui/rseq/
rQuant
(Bohnert et al. 2009)
SOLAS
(Richard et al. 2010)
http://cmb.molgen.mpg.de/2ndGenerationSequencing/Solas/
MISO
(Katz et al. 2010)
http://genes.mit.edu/burgelab/miso/
FluxCapacitor
(Montgomery et al. 2010)
http://flux.sammeth.net/capacitor.html
IsoformEx
(Kim et al. 2011)
http://bioinformatics.wistar.upenn.edu/isoformex
IsoInfer
(Feng et al. 2012)
http://www.cs.ucr.edu/~jianxing/IsoInfer.html
iReckon
(Mezlini et al. 2012)
http://compbio.cs.toronto.edu/ireckon/
IQSeq
(Du et al. 2012)
http://archive.gersteinlab.org/proj/rnaseq/IQSeq/
RABT
(Roberts et al. 2011)
http://bio.math.berkeley.edu/cufflinks.
SLIDE
(Li et al. 2011b)
https://sites.google.com/site/jingyijli/SLIDE.zip
Isoform quantification using
transcriptome annotations
Method
Reference
Web-site
RSEM
(Li et al. 2011c)
https://github.com/bli25wisc/RSEM/
IsoEM
(Nicolae et al. 2011)
http://dna.engr.uconn.edu/?page_id=105
NEUMA
(Lee et al. 2011)
[http://neuma.kobic.re.kr.
BitSeq
(Glaus et al. 2012)
http://www.bioconductor.org/packages/2.11/bioc/html/BitSeq.html
MMSEQ
(Turro et al. 2011)
http://bgx.org.uk/software/mmseq.html
eXpress
(Roberts et al. 2013)
http://bio.math.berkeley.edu/eXpress/
Annotation-guided reconstruction
(and quantification) of isoforms
Method
Reference
Web-site
MapAI
(Labaj et al. 2012)
http://www.bioinf.boku.ac.at/pub/MapAl/
SpliceGrapher
(Rogers et al. 2012)
http://SpliceGrapher.sf.net
RABT
(Roberts et al. 2011)
http://bio.math.berkeley.edu/cufflinks.
ExonMap/ JunctionWalk
(Seok et al. 2012)
NA
DRUT
(Mangul et al. 2012)
http://www.cs.gsu.edu/~serghei/?q=drut
SLIDE
(Li et al. 2011b)
https://sites.google.com/site/jingyijli/SLIDE.zip
Gaze
(Howe et al. 2002)
http://www.sanger.ac.uk/resources/software/gaze/
JigSaw
(Allen et al. 2005)
http://www.cbcb.umd.edu/software/jigsaw/
EVM
(Haas et al. 2008)
http://evidencemodeler.sourceforge.net/
Augustus
(Stanke et al. 2006a)
http://bioinf.uni-greifswald.de/augustus/
Evigan
(Liu et al. 2008)
http://www.seas.upenn.edu/~strctlrn/evigan/evigan.html
Event-based differential
splicing
Method
Reference
Web-site
Alexa-Seq
(Griffith et al. 2010)
http://www.alexaplatform.org/alexa_seq/
MISO
(Katz et al. 2010)
http://genes.mit.edu/burgelab/miso/
DEXSeq
(Anders et al. 2012)
http://www.bioconductor.org/packages/release/bioc/html/DEXSeq.html
MATS
(Shen et al. 2012)
http://rnaseq-mats.sourceforge.net/
DiffSplice
(Hu et al. 2012)
http://www.netlab.uky.edu/p/bioinfo/DiffSplice
SOLAS
(Richard et al. 2010)
http://cmb.molgen.mpg.de/2ndGenerationSequencing/Solas/
JuncBASE
(Brooks et al. 2011)
http://compbio.berkeley.edu/proj/juncbase/Home.html
JETTA
(Seok et al. 2012b)
http://igenomed.stanford.edu/~junhee/JETTA/rnaseq.html
SpliceSeq
(Ryan et al. 2012)
http://bioinformatics.mdanderson.org/main/SpliceSeq:Overview
Isoform-based differential
splicing
Method
Reference
Web-site
BASIS
(Zheng et al. 2009)