gCrisprTools
Suite of Functions for Pooled Crispr Screen QC and Analysis
Bioconductor version: 3.23 · Package version: 2.18.0
Set of tools for evaluating pooled high-throughput screening experiments, typically employing CRISPR/Cas9 or shRNA expression cassettes. Contains methods for interrogating library and cassette behavior within an experiment, identifying differentially abundant cassettes, aggregating signals to identify candidate targets for empirical validation, hypothesis testing, and comprehensive reporting. Version 2.0 extends these applications to include a variety of tools for contextualizing and integrating signals across many experiments, incorporates extended signal enrichment methodologies via the "sparrow" package, and streamlines many formal requirements to aid in interpretablity.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("gCrisprTools") Details
| Maintainer | Russell Bainer <russ.bainer@gmail.com> |
| Author | Russell Bainer, Dariusz Ratman, Steve Lianoglou, Peter Haverty |
| License | Artistic-2.0 |
| Downloads rank | 383 |
| Source branch | RELEASE_3_23 |
| biocViews | BiomedicalInformatics, CRISPR, CellBiology, DifferentialExpression, ExperimentalDesign, FunctionalGenomics, GeneSetEnrichment, Genetics, ImmunoOncology, MultipleComparison, Normalization, Pharmacogenetics, Pharmacogenomics, PooledScreens, Preprocessing, QualityControl, RNASeq, Regression, Software, SystemsBiology, Visualization |
Documentation
- Advanced Screen Analysis: Contrast Comparisons
- Example Workflow For Processing a Single Pooled Screen
- gCrisprTools and the Analysis of Pooled Screening Data
Download
Dependencies
Depends: R (>= 4.1)
Imports: Biobase, limma, ggplot2, SummarizedExperiment, grid, rmarkdown, grDevices, graphics, methods, ComplexHeatmap, stats, utils, parallel, MatrixGenerics, methods
Suggests: edgeR, knitr, AnnotationDbi, org.Mm.eg.db, org.Hs.eg.db, BiocGenerics, markdown, RUnit, sparrow, msigdbr, fgsea