scispace - formally typeset
Open AccessJournal ArticleDOI

Identification and characterization of essential genes in the human genome

TLDR
Using the bacterial clustered regularly interspaced short palindromic repeats (CRISPR) system, this article constructed a genome-wide single-guide RNA library to screen for genes required for proliferation and survival in a human cancer cell line.
Abstract
Large-scale genetic analysis of lethal phenotypes has elucidated the molecular underpinnings of many biological processes. Using the bacterial clustered regularly interspaced short palindromic repeats (CRISPR) system, we constructed a genome-wide single-guide RNA library to screen for genes required for proliferation and survival in a human cancer cell line. Our screen revealed the set of cell-essential genes, which was validated with an orthogonal gene-trap-based screen and comparison with yeast gene knockouts. This set is enriched for genes that encode components of fundamental pathways, are expressed at high levels, and contain few inactivating polymorphisms in the human population. We also uncovered a large group of uncharacterized genes involved in RNA processing, a number of whose products localize to the nucleolus. Last, screens in additional cell lines showed a high degree of overlap in gene essentiality but also revealed differences specific to each cell line and cancer type that reflect the developmental origin, oncogenic drivers, paralogous gene expression pattern, and chromosomal structure of each line. These results demonstrate the power of CRISPR-based screens and suggest a general strategy for identifying liabilities in cancer cells.

read more

Citations
More filters
Journal ArticleDOI

Optimized sgRNA design to maximize activity and minimize off-target effects of CRISPR-Cas9

TL;DR: Recently devised sgRNA design rules are used to create human and mouse genome-wide libraries, perform positive and negative selection screens and observe that the use of these rules produced improved results, and a metric to predict off-target sites is developed.
Journal ArticleDOI

Defining a Cancer Dependency Map

TL;DR: DEMETER, an analytical framework that segregates on- from off-target effects of RNAi, demonstrates the basis behind one such predictive model linking hypermethylation of the UBB ubiquitin gene to a dependency on UBC and provides a foundation for a cancer dependency map that facilitates the prioritization of therapeutic targets.
Journal ArticleDOI

Evaluation of off-target and on-target scoring algorithms and integration into the guide RNA selection tool CRISPOR.

TL;DR: It is found that the optimal on-target efficiency prediction model strongly depends on whether the guide RNA is expressed from a U6 promoter or transcribed in vitro, and it is demonstrated that the best predictions can significantly reduce the time spent on guide screening.
Journal ArticleDOI

Computational correction of copy number effect improves specificity of CRISPR-Cas9 essentiality screens in cancer cells.

TL;DR: CERES, a computational method to estimate gene-dependency levels from CRISPR–Cas9 essentiality screens while accounting for the copy number–specific effect, is developed and found that CERES decreased false-positive results and estimated sgRNA activity for both this data set and previously published screens performed with different sg RNA libraries.
Journal ArticleDOI

Architecture of the human interactome defines protein communities and disease networks

TL;DR: With more than 56,000 candidate interactions, BioPlex 2.0 exceeds previous experimentally derived interaction networks in depth and breadth, and will be a valuable resource for exploring the biology of incompletely characterized proteins and for elucidating larger-scale patterns of proteome organization.
References
More filters
Journal ArticleDOI

Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.

TL;DR: By following this protocol, investigators are able to gain an in-depth understanding of the biological themes in lists of genes that are enriched in genome-scale studies.
Journal ArticleDOI

Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation

TL;DR: The results suggest that Cufflinks can illuminate the substantial regulatory flexibility and complexity in even this well-studied model of muscle development and that it can improve transcriptome-based genome annotation.
Journal ArticleDOI

Multiplex Genome Engineering Using CRISPR/Cas Systems

TL;DR: The type II prokaryotic CRISPR (clustered regularly interspaced short palindromic repeats)/Cas adaptive immune system has been shown to facilitate RNA-guided site-specific DNA cleavage as discussed by the authors.
Journal ArticleDOI

TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions

TL;DR: TopHat2 is described, which incorporates many significant enhancements to TopHat, and combines the ability to identify novel splice sites with direct mapping to known transcripts, producing sensitive and accurate alignments, even for highly repetitive genomes or in the presence of pseudogenes.
Related Papers (5)