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CRISPRseek

Design of guide RNAs in CRISPR genome-editing systems

Bioconductor version: 3.24 · Package version: 1.53.0

The package encompasses functions to find potential guide RNAs for the CRISPR-based genome-editing systems including the Base Editors and the Prime Editors when supplied with target sequences as input. Users have the flexibility to filter resulting guide RNAs based on parameters such as the absence of restriction enzyme cut sites or the lack of paired guide RNAs. The package also facilitates genome-wide exploration for off-targets, offering features to score and rank off-targets, retrieve flanking sequences, and indicate whether the hits are located within exon regions. All detected guide RNAs are annotated with the cumulative scores of the top5 and topN off-targets together with the detailed information such as mismatch sites and restrictuion enzyme cut sites. The package also outputs INDELs and their frequencies for Cas9 targeted sites.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("CRISPRseek")

Details

MaintainerLihua Julie Zhu <julie.zhu@umassmed.edu> Kai Hu <kai.hu@umassmed.edu>
AuthorLihua Julie Zhu Paul Scemama Benjamin R. Holmes Hervé Pagès Kai Hu Hui Mao Michael Lawrence Isana Veksler-Lublinsky Victor Ambros Neil Aronin Michael Brodsky Devin M Burris
Licensefile LICENSE
Downloads rank628
Source branchdevel
biocViewsCRISPR, GeneRegulation, ImmunoOncology, SequenceMatching, Software

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageCRISPRseek_1.53.0.tar.gz
Windows binary (x86_64)CRISPRseek_1.53.0.zip
macOS binary (arm64)CRISPRseek_1.53.0.tgz
macOS binary (x86_64)CRISPRseek_1.53.0.tgz
Dependencies

Depends: R (>= 3.5.0), BiocGenerics, Biostrings, GenomicFeatures

Imports: parallel, data.table, seqinr, S4Vectors (>= 0.9.25), IRanges, BSgenome, hash, methods, reticulate, rhdf5, XVector, DelayedArray, Seqinfo, GenomicRanges, dplyr, keras, mltools, gtools, openxlsx, rio, rlang, stringr

Suggests: RUnit, BiocStyle, BSgenome.Hsapiens.UCSC.hg19, TxDb.Hsapiens.UCSC.hg19.knownGene, org.Hs.eg.db, BSgenome.Mmusculus.UCSC.mm10, TxDb.Mmusculus.UCSC.mm10.knownGene, org.Mm.eg.db, lattice, MASS, tensorflow, BSgenome.Hsapiens.UCSC.hg38, BiocFileCache, TxDb.Hsapiens.UCSC.hg38.knownGene, testthat, knitr

Reverse dependencies

Imports Me (2): GUIDEseq, multicrispr