searchHits2: Search for off targets

Description Usage Arguments Value Author(s) See Also Examples

Description

Search for off targets for given gRNAs, BSgenome and maximum mismatches

Usage

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searchHits2(gRNAs, BSgenomeName, chromToSearch = "all", chromToExclude = "",
    max.mismatch = 3, 
    PAM.size = 3, gRNA.size = 20, PAM = "NGG", PAM.pattern = "N[A|G]G$", 
    allowed.mismatch.PAM = 1, PAM.location = "3prime",
    baseEditing = FALSE, targetBase = "C", editingWindow = 4:8)

Arguments

gRNAs

DNAStringSet object containing a set of gRNAs. Please note the sequences must contain PAM appended after gRNAs, e.g., ATCGAAATTCGAGCCAATCCCGG where ATCGAAATTCGAGCCAATCC is the gRNA and CGG is the PAM

BSgenomeName

BSgenome object. Please refer to available.genomes in BSgenome package. For example, BSgenome.Hsapiens.UCSC.hg19 for hg19, BSgenome.Mmusculus.UCSC.mm10 for mm10, BSgenome.Celegans.UCSC.ce6 for ce6, BSgenome.Rnorvegicus.UCSC.rn5 for rn5, and BSgenome.Dmelanogaster.UCSC.dm3 for dm3

chromToSearch

Specify the chromosome to search, default to all, meaning search all chromosomes. For example, chrX indicates searching for matching in chromosome X only

chromToExclude

Specify the chromosome not to search, default to none, meaning to search chromosomes specified by chromToSearch. For example, to exclude haplotype blocks from offtarget search in hg19, set chromToExclude to c(""chr17_ctg5_hap1","chr4_ctg9_hap1", "chr6_apd_hap1", "chr6_cox_hap2", "chr6_dbb_hap3", "chr6_mann_hap4", "chr6_mcf_hap5","chr6_qbl_hap6", "chr6_ssto_hap7")

max.mismatch

Maximum mismatch allowed in off target search, default 3. Warning: will be considerably slower if it is set to greater than 3

PAM.size

Size of PAM, default 3

gRNA.size

Size of gRNA, default 20

PAM

Regular expression of protospacer-adjacent motif (PAM), default NGG for spCas9. For cpf1, ^TTTN

PAM.pattern

Regular expression of PAM, default N[A|G]G$ for spCas9. For cpf1, ^TTTN since it is a 5 prime PAM sequence

allowed.mismatch.PAM

Number of degenerative bases in the PAM sequence, default to 1 for N[A|G]G PAM

PAM.location

PAM location relative to gRNA. For example, spCas9 PAM is located on the 3 prime while cpf1 PAM is located on the 5 prime

baseEditing

Indicate whether to design gRNAs for base editing. Default to FALSE If TRUE, please set baseEditing = TRUE, targetBase and editingWidow accordingly.

targetBase

Applicable only when baseEditing is set to TRUE. It is used to indicate the target base for base editing systems, default to C for converting C to T in the CBE system. Please change it to A if you intend to use the ABE system.

editingWindow

Applicable only when baseEditing is set to TRUE. It is used to indicate the effective editing window to consider for the offtargets search only, default to 4 to 8 which is for the original CBE system. Please change it accordingly if the system you use have a different editing window, or you would like to include offtargets with the target base in a larger editing window.

Value

a data frame contains IsMismatch.posX (indicator variable indicating whether this position X is mismatch or not, 1 means yes and 0 means not, X = 1 to gRNA.size) representing all positions in the gRNA),strand (strand of the match, + for plus and - for minus strand), chrom (chromosome of the off target), chromStart (start position of the off target), chromEnd (end position of the off target),name (gRNA name), gRNAPlusPAM (gRNA sequence with PAM sequence concatenated), OffTargetSequence (the genomic sequence of the off target), n.mismatch (number of mismatches between the off target and the gRNA), forViewInUCSC (string for viewing in UCSC genome browser, e.g., chr14:31665685-31665707), score (set to 100, and will be updated in getOfftargetScore)

Author(s)

Lihua Julie Zhu

See Also

offTargetAnalysis

Examples

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    all.gRNAs <- findgRNAs(inputFilePath = 
        system.file("extdata", "inputseq.fa", package = "CRISPRseek"),
        pairOutputFile = "pairedgRNAs.xls",
	findPairedgRNAOnly = TRUE)

    library("BSgenome.Hsapiens.UCSC.hg19")
    ### for speed reason, use max.mismatch = 0 for finding all targets with 
    ### all variants of PAM
    hits <- searchHits2(all.gRNAs[1], BSgenomeName = Hsapiens,
        max.mismatch = 0, chromToSearch = "chrX")
    colnames(hits)

    ### test PAM located at 5 prime
    all.gRNAs <- findgRNAs(inputFilePath = 
             system.file("extdata", "inputseq.fa", package = "CRISPRseek"),
             pairOutputFile = "pairedgRNAs.xls",
             findPairedgRNAOnly = FALSE,
             PAM = "TGT", PAM.location = "5prime")
     
    library("BSgenome.Hsapiens.UCSC.hg19")
         ### for speed reason, use max.mismatch = 0 for finding all targets with 
         ### all variants of PAM
    hits <- searchHits2(all.gRNAs[1], BSgenomeName = Hsapiens, PAM.size = 3,
        max.mismatch = 0, chromToSearch = "chrX", PAM.location = "5prime",
        PAM = "NGG", 
        PAM.pattern = "^T[A|G]N", allowed.mismatch.PAM = 2)
    colnames(hits)

CRISPRseek documentation built on Jan. 14, 2021, 2:50 a.m.