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ENCoRE: an efficient software for CRISPR screens identifies new players in extrinsic apoptosis
- Source :
- BMC Genomics, BMC Genomics, Vol 18, Iss 1, Pp 1-13 (2017), BMC genomics 18(1), 905 (2017). doi:10.1186/s12864-017-4285-2, BMC Genomics 18:905 (2017)
- Publication Year :
- 2017
- Publisher :
- BioMed Central, 2017.
-
Abstract
- Background As CRISPR/Cas9 mediated screens with pooled guide libraries in somatic cells become increasingly established, an unmet need for rapid and accurate companion informatics tools has emerged. We have developed a lightweight and efficient software to easily manipulate large raw next generation sequencing datasets derived from such screens into informative relational context with graphical support. The advantages of the software entitled ENCoRE (Easy NGS-to-Gene CRISPR REsults) include a simple graphical workflow, platform independence, local and fast multithreaded processing, data pre-processing and gene mapping with custom library import. Results We demonstrate the capabilities of ENCoRE to interrogate results from a pooled CRISPR cellular viability screen following Tumor Necrosis Factor-alpha challenge. The results not only identified stereotypical players in extrinsic apoptotic signaling but two as yet uncharacterized members of the extrinsic apoptotic cascade, Smg7 and Ces2a. We further validated and characterized cell lines containing mutations in these genes against a panel of cell death stimuli and involvement in p53 signaling. Conclusions In summary, this software enables bench scientists with sensitive data or without access to informatic cores to rapidly interpret results from large scale experiments resulting from pooled CRISPR/Cas9 library screens. Electronic supplementary material The online version of this article (10.1186/s12864-017-4285-2) contains supplementary material, which is available to authorized users.
- Subjects :
- 0301 basic medicine
lcsh:QH426-470
lcsh:Biotechnology
Apoptosis
Computational biology
Biology
Proteomics
Cell Line
03 medical and health sciences
Mice
Software
Health informatics tools
lcsh:TP248.13-248.65
Genetics
CRISPR
Animals
ddc:610
Cas9
Extrinsic apoptosis
business.industry
High-Throughput Nucleotide Sequencing
CRISPRCas9ScreenSoftwareTNFalphaApoptosis
TNFalpha
genetics [Apoptosis Regulatory Proteins]
lcsh:Genetics
030104 developmental biology
Workflow
Screen
Mutation
DNA microarray
CRISPR-Cas Systems
business
Apoptosis Regulatory Proteins
Biotechnology
Subjects
Details
- Language :
- English
- ISSN :
- 14712164
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- BMC Genomics
- Accession number :
- edsair.doi.dedup.....2e2e002afa9dba8edd0b4a752bdcd19d