Table 1

Representative tools for high-throughput genome-editing systems

ToolRemarksWebsitesReferences
gRNA-designerGuide RNA design toolhttps://portals.broadinstitute.org/gpp/public/analysis-tools/gRNA-designDoench et al. (2016)
CHOPCHOP version 2http://chopchop.cbu.uib.noLabun et al. (2016)
E-CRISPhttp://www.e-crisp.org/E-CRISP/index.htmlHeigwer et al. (2014)
CRISPR Library Designerhttps://github.com/boutroslab/cldHeigwer et al. (2016)
Guide Pickerhttps://www.deskgen.com/guide-picker/Hough et al. (2017)
GUIDEShttps://github.com/sanjanalab/GUIDESMeier et al. (2017)
CRISPR-P version 2.0http://cbi.hzau.edu.cn/crispr/Liu et al. (2017a, 2017b)
flyCRISPRhttp://tools.flycrispr.molbio.wisc.edu/targetFinder/Gratz et al. (2014)
EuPaGDThttp://grna.ctegd.uga.edu/index.htmlPeng and Tarleton (2015)
CRISPR-localhttp://crispr.hzau.edu.cn/CRISPR-Local/Sun et al. (2019)
WU-CRISPRhttp://crisp r.wustl.eduWong et al. (2015)
gRNA Scorer version 2.0https://crisp r.med.harva rd.edu/gRNA ScorerV2/Chari et al. (2017)
CRISPRpredhttps://github.com/khaled-buet/CRISPRpredRahman and Rahman (2017)
DeepCRISPRhttp://www.deepcrispr.net/Chuai et al. (2018)
DeepSpCas9http://deepcrispr.info/DeepSpCas9Kim et al. (2019a, 2019b)
DeepHFhttp://www.DeepHF.com/Wang et al. (2019a, 2019b)
CRISPRonhttps://rth.dk/resources/crispr/Xiang et al. (2021)
GuideScanhttp://www.guidescan.com/Perez et al. (2017)
CRISPOR version 2http://crispor.tefor.net/crispor.cgiHaeussler et al. (2016)
CRISPRscanhttp://www.crisprscan.org/Moreno-Mateos et al. (2015)
CRISPRitzPredicts potential off-target sites in the genomehttps://github.com/pinellolab/CRISPRitzCancellieri et al. (2020)
CRISPR-PLANT version 2http://www.genome.arizona.edu/crispr2/Minkenberg et al. (2019)
CCTophttps://crisp r.cos.uni-heidelberg.de/index.htmlStemmer et al. (2015)
CROP-IThttp://cheetah.bioch.virginia.edu/AdliLab/CROP-IT/homepage.htmlSingh et al. (2015)
CASPERhttps://github.com/TrinhLab/CASPERMendoza and Trinh (2018)
CT-Finderhttp://bioinfolab.miamioh.edu/ct-finderZHu et al. (2016)
CRISPR-GATrack on-target mutation patternshttp://crispr-ga.netGüell et al. (2014)
caRpoolshttp://github.com/boutroslab/caRpoolsWinter et al. (2016)
CRISPRessohttp://github.com/lucapinello/CRISPRessoPinello et al. (2016)
Cas-Analyserhttp://www.rgenome.net/cas-analyzerPark et al. (2017a, 2017b)
CrispRVariantshttps://www.bioconductor.org/packages/CrispRVariantsLindsay et al. (2016)
MAGeCK-VISPRhttp://bitbucket.org/liulab/mageck-visprLi et al. (2015)
PinAPL-Pyhttp://pinapl-py.ucsd.eduSpahn et al. (2017)
CRISPRAnalyzeRhttp://www.github.com/boutroslab/CRISPRAnalyzeRWinter et al. (2017)
AGEseqhttp://aspendb.uga.edu/ageseqXue and Tsai (2015)
UDiTaShttps://github.com/editasmedicine/uditasGiannoukos et al. (2018)
Hi-TOMhttp://www.hi-tom.net/hi-tom/Liu et al. (2019)
CRIS.pyhttps://github.com/patrickc01/CRIS.pyConnelly and Pruett-Miller (2019)
GUIDE-seqDetect off-target mutationsTsai et al. (2015)
LAM-HTGTShttp://robinmeyers.github.io/transloc_pipeline/Hu et al. (2016)
Digenome-seqKim et al. (2015)
DISCOVER-SeqWienert et al. (2019)
OffScanCui et al. (2020)
FEDDetect foreign elementhttp://www.hi-tom.net/FEDLiu et al. (2021)
INSIDERhttps://github.com/aehrc/INSIDERTay et al. (2021)
ToolRemarksWebsitesReferences
gRNA-designerGuide RNA design toolhttps://portals.broadinstitute.org/gpp/public/analysis-tools/gRNA-designDoench et al. (2016)
CHOPCHOP version 2http://chopchop.cbu.uib.noLabun et al. (2016)
E-CRISPhttp://www.e-crisp.org/E-CRISP/index.htmlHeigwer et al. (2014)
CRISPR Library Designerhttps://github.com/boutroslab/cldHeigwer et al. (2016)
Guide Pickerhttps://www.deskgen.com/guide-picker/Hough et al. (2017)
GUIDEShttps://github.com/sanjanalab/GUIDESMeier et al. (2017)
CRISPR-P version 2.0http://cbi.hzau.edu.cn/crispr/Liu et al. (2017a, 2017b)
flyCRISPRhttp://tools.flycrispr.molbio.wisc.edu/targetFinder/Gratz et al. (2014)
EuPaGDThttp://grna.ctegd.uga.edu/index.htmlPeng and Tarleton (2015)
CRISPR-localhttp://crispr.hzau.edu.cn/CRISPR-Local/Sun et al. (2019)
WU-CRISPRhttp://crisp r.wustl.eduWong et al. (2015)
gRNA Scorer version 2.0https://crisp r.med.harva rd.edu/gRNA ScorerV2/Chari et al. (2017)
CRISPRpredhttps://github.com/khaled-buet/CRISPRpredRahman and Rahman (2017)
DeepCRISPRhttp://www.deepcrispr.net/Chuai et al. (2018)
DeepSpCas9http://deepcrispr.info/DeepSpCas9Kim et al. (2019a, 2019b)
DeepHFhttp://www.DeepHF.com/Wang et al. (2019a, 2019b)
CRISPRonhttps://rth.dk/resources/crispr/Xiang et al. (2021)
GuideScanhttp://www.guidescan.com/Perez et al. (2017)
CRISPOR version 2http://crispor.tefor.net/crispor.cgiHaeussler et al. (2016)
CRISPRscanhttp://www.crisprscan.org/Moreno-Mateos et al. (2015)
CRISPRitzPredicts potential off-target sites in the genomehttps://github.com/pinellolab/CRISPRitzCancellieri et al. (2020)
CRISPR-PLANT version 2http://www.genome.arizona.edu/crispr2/Minkenberg et al. (2019)
CCTophttps://crisp r.cos.uni-heidelberg.de/index.htmlStemmer et al. (2015)
CROP-IThttp://cheetah.bioch.virginia.edu/AdliLab/CROP-IT/homepage.htmlSingh et al. (2015)
CASPERhttps://github.com/TrinhLab/CASPERMendoza and Trinh (2018)
CT-Finderhttp://bioinfolab.miamioh.edu/ct-finderZHu et al. (2016)
CRISPR-GATrack on-target mutation patternshttp://crispr-ga.netGüell et al. (2014)
caRpoolshttp://github.com/boutroslab/caRpoolsWinter et al. (2016)
CRISPRessohttp://github.com/lucapinello/CRISPRessoPinello et al. (2016)
Cas-Analyserhttp://www.rgenome.net/cas-analyzerPark et al. (2017a, 2017b)
CrispRVariantshttps://www.bioconductor.org/packages/CrispRVariantsLindsay et al. (2016)
MAGeCK-VISPRhttp://bitbucket.org/liulab/mageck-visprLi et al. (2015)
PinAPL-Pyhttp://pinapl-py.ucsd.eduSpahn et al. (2017)
CRISPRAnalyzeRhttp://www.github.com/boutroslab/CRISPRAnalyzeRWinter et al. (2017)
AGEseqhttp://aspendb.uga.edu/ageseqXue and Tsai (2015)
UDiTaShttps://github.com/editasmedicine/uditasGiannoukos et al. (2018)
Hi-TOMhttp://www.hi-tom.net/hi-tom/Liu et al. (2019)
CRIS.pyhttps://github.com/patrickc01/CRIS.pyConnelly and Pruett-Miller (2019)
GUIDE-seqDetect off-target mutationsTsai et al. (2015)
LAM-HTGTShttp://robinmeyers.github.io/transloc_pipeline/Hu et al. (2016)
Digenome-seqKim et al. (2015)
DISCOVER-SeqWienert et al. (2019)
OffScanCui et al. (2020)
FEDDetect foreign elementhttp://www.hi-tom.net/FEDLiu et al. (2021)
INSIDERhttps://github.com/aehrc/INSIDERTay et al. (2021)
Table 1

Representative tools for high-throughput genome-editing systems

ToolRemarksWebsitesReferences
gRNA-designerGuide RNA design toolhttps://portals.broadinstitute.org/gpp/public/analysis-tools/gRNA-designDoench et al. (2016)
CHOPCHOP version 2http://chopchop.cbu.uib.noLabun et al. (2016)
E-CRISPhttp://www.e-crisp.org/E-CRISP/index.htmlHeigwer et al. (2014)
CRISPR Library Designerhttps://github.com/boutroslab/cldHeigwer et al. (2016)
Guide Pickerhttps://www.deskgen.com/guide-picker/Hough et al. (2017)
GUIDEShttps://github.com/sanjanalab/GUIDESMeier et al. (2017)
CRISPR-P version 2.0http://cbi.hzau.edu.cn/crispr/Liu et al. (2017a, 2017b)
flyCRISPRhttp://tools.flycrispr.molbio.wisc.edu/targetFinder/Gratz et al. (2014)
EuPaGDThttp://grna.ctegd.uga.edu/index.htmlPeng and Tarleton (2015)
CRISPR-localhttp://crispr.hzau.edu.cn/CRISPR-Local/Sun et al. (2019)
WU-CRISPRhttp://crisp r.wustl.eduWong et al. (2015)
gRNA Scorer version 2.0https://crisp r.med.harva rd.edu/gRNA ScorerV2/Chari et al. (2017)
CRISPRpredhttps://github.com/khaled-buet/CRISPRpredRahman and Rahman (2017)
DeepCRISPRhttp://www.deepcrispr.net/Chuai et al. (2018)
DeepSpCas9http://deepcrispr.info/DeepSpCas9Kim et al. (2019a, 2019b)
DeepHFhttp://www.DeepHF.com/Wang et al. (2019a, 2019b)
CRISPRonhttps://rth.dk/resources/crispr/Xiang et al. (2021)
GuideScanhttp://www.guidescan.com/Perez et al. (2017)
CRISPOR version 2http://crispor.tefor.net/crispor.cgiHaeussler et al. (2016)
CRISPRscanhttp://www.crisprscan.org/Moreno-Mateos et al. (2015)
CRISPRitzPredicts potential off-target sites in the genomehttps://github.com/pinellolab/CRISPRitzCancellieri et al. (2020)
CRISPR-PLANT version 2http://www.genome.arizona.edu/crispr2/Minkenberg et al. (2019)
CCTophttps://crisp r.cos.uni-heidelberg.de/index.htmlStemmer et al. (2015)
CROP-IThttp://cheetah.bioch.virginia.edu/AdliLab/CROP-IT/homepage.htmlSingh et al. (2015)
CASPERhttps://github.com/TrinhLab/CASPERMendoza and Trinh (2018)
CT-Finderhttp://bioinfolab.miamioh.edu/ct-finderZHu et al. (2016)
CRISPR-GATrack on-target mutation patternshttp://crispr-ga.netGüell et al. (2014)
caRpoolshttp://github.com/boutroslab/caRpoolsWinter et al. (2016)
CRISPRessohttp://github.com/lucapinello/CRISPRessoPinello et al. (2016)
Cas-Analyserhttp://www.rgenome.net/cas-analyzerPark et al. (2017a, 2017b)
CrispRVariantshttps://www.bioconductor.org/packages/CrispRVariantsLindsay et al. (2016)
MAGeCK-VISPRhttp://bitbucket.org/liulab/mageck-visprLi et al. (2015)
PinAPL-Pyhttp://pinapl-py.ucsd.eduSpahn et al. (2017)
CRISPRAnalyzeRhttp://www.github.com/boutroslab/CRISPRAnalyzeRWinter et al. (2017)
AGEseqhttp://aspendb.uga.edu/ageseqXue and Tsai (2015)
UDiTaShttps://github.com/editasmedicine/uditasGiannoukos et al. (2018)
Hi-TOMhttp://www.hi-tom.net/hi-tom/Liu et al. (2019)
CRIS.pyhttps://github.com/patrickc01/CRIS.pyConnelly and Pruett-Miller (2019)
GUIDE-seqDetect off-target mutationsTsai et al. (2015)
LAM-HTGTShttp://robinmeyers.github.io/transloc_pipeline/Hu et al. (2016)
Digenome-seqKim et al. (2015)
DISCOVER-SeqWienert et al. (2019)
OffScanCui et al. (2020)
FEDDetect foreign elementhttp://www.hi-tom.net/FEDLiu et al. (2021)
INSIDERhttps://github.com/aehrc/INSIDERTay et al. (2021)
ToolRemarksWebsitesReferences
gRNA-designerGuide RNA design toolhttps://portals.broadinstitute.org/gpp/public/analysis-tools/gRNA-designDoench et al. (2016)
CHOPCHOP version 2http://chopchop.cbu.uib.noLabun et al. (2016)
E-CRISPhttp://www.e-crisp.org/E-CRISP/index.htmlHeigwer et al. (2014)
CRISPR Library Designerhttps://github.com/boutroslab/cldHeigwer et al. (2016)
Guide Pickerhttps://www.deskgen.com/guide-picker/Hough et al. (2017)
GUIDEShttps://github.com/sanjanalab/GUIDESMeier et al. (2017)
CRISPR-P version 2.0http://cbi.hzau.edu.cn/crispr/Liu et al. (2017a, 2017b)
flyCRISPRhttp://tools.flycrispr.molbio.wisc.edu/targetFinder/Gratz et al. (2014)
EuPaGDThttp://grna.ctegd.uga.edu/index.htmlPeng and Tarleton (2015)
CRISPR-localhttp://crispr.hzau.edu.cn/CRISPR-Local/Sun et al. (2019)
WU-CRISPRhttp://crisp r.wustl.eduWong et al. (2015)
gRNA Scorer version 2.0https://crisp r.med.harva rd.edu/gRNA ScorerV2/Chari et al. (2017)
CRISPRpredhttps://github.com/khaled-buet/CRISPRpredRahman and Rahman (2017)
DeepCRISPRhttp://www.deepcrispr.net/Chuai et al. (2018)
DeepSpCas9http://deepcrispr.info/DeepSpCas9Kim et al. (2019a, 2019b)
DeepHFhttp://www.DeepHF.com/Wang et al. (2019a, 2019b)
CRISPRonhttps://rth.dk/resources/crispr/Xiang et al. (2021)
GuideScanhttp://www.guidescan.com/Perez et al. (2017)
CRISPOR version 2http://crispor.tefor.net/crispor.cgiHaeussler et al. (2016)
CRISPRscanhttp://www.crisprscan.org/Moreno-Mateos et al. (2015)
CRISPRitzPredicts potential off-target sites in the genomehttps://github.com/pinellolab/CRISPRitzCancellieri et al. (2020)
CRISPR-PLANT version 2http://www.genome.arizona.edu/crispr2/Minkenberg et al. (2019)
CCTophttps://crisp r.cos.uni-heidelberg.de/index.htmlStemmer et al. (2015)
CROP-IThttp://cheetah.bioch.virginia.edu/AdliLab/CROP-IT/homepage.htmlSingh et al. (2015)
CASPERhttps://github.com/TrinhLab/CASPERMendoza and Trinh (2018)
CT-Finderhttp://bioinfolab.miamioh.edu/ct-finderZHu et al. (2016)
CRISPR-GATrack on-target mutation patternshttp://crispr-ga.netGüell et al. (2014)
caRpoolshttp://github.com/boutroslab/caRpoolsWinter et al. (2016)
CRISPRessohttp://github.com/lucapinello/CRISPRessoPinello et al. (2016)
Cas-Analyserhttp://www.rgenome.net/cas-analyzerPark et al. (2017a, 2017b)
CrispRVariantshttps://www.bioconductor.org/packages/CrispRVariantsLindsay et al. (2016)
MAGeCK-VISPRhttp://bitbucket.org/liulab/mageck-visprLi et al. (2015)
PinAPL-Pyhttp://pinapl-py.ucsd.eduSpahn et al. (2017)
CRISPRAnalyzeRhttp://www.github.com/boutroslab/CRISPRAnalyzeRWinter et al. (2017)
AGEseqhttp://aspendb.uga.edu/ageseqXue and Tsai (2015)
UDiTaShttps://github.com/editasmedicine/uditasGiannoukos et al. (2018)
Hi-TOMhttp://www.hi-tom.net/hi-tom/Liu et al. (2019)
CRIS.pyhttps://github.com/patrickc01/CRIS.pyConnelly and Pruett-Miller (2019)
GUIDE-seqDetect off-target mutationsTsai et al. (2015)
LAM-HTGTShttp://robinmeyers.github.io/transloc_pipeline/Hu et al. (2016)
Digenome-seqKim et al. (2015)
DISCOVER-SeqWienert et al. (2019)
OffScanCui et al. (2020)
FEDDetect foreign elementhttp://www.hi-tom.net/FEDLiu et al. (2021)
INSIDERhttps://github.com/aehrc/INSIDERTay et al. (2021)
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