searchHits {CRISPRseek} | R Documentation |
Search for off targets for given gRNAs, sequence and maximum mismatches
searchHits(gRNAs, seqs, seqname, max.mismatch = 3, PAM.size = 3, gRNA.size = 20, PAM = "NGG", PAM.pattern = "NNN$", allowed.mismatch.PAM = 2, PAM.location = "3prime", outfile, baseEditing = FALSE, targetBase = "C", editingWindow = 4:8)
gRNAs |
DNAStringSet object containing a set of gRNAs. Please note the sequences must contain PAM appended after gRNAs, e.g., ATCGAAATTCGAGCCAATCCCGG where ATCGAAATTCGAGCCAATCC is the gRNA and CGG is the PAM |
seqs |
DNAString object containing a DNA sequence. |
seqname |
Specify the name of the sequence |
max.mismatch |
Maximum mismatch allowed in off target search, default 3. Warning: will be considerably slower if it is set to greater than 3 |
PAM.size |
Size of PAM, default 3 |
gRNA.size |
Size of gRNA, default 20 |
PAM |
PAM as regular expression for appending to the gRNA, default NGG for SpCas9, change to TTTN for cpf1. |
PAM.pattern |
Regular expression of PAM, default N[A|G]G$ for spCas9. For cpf1, ^TTTN since it is a 5 prime PAM sequence |
allowed.mismatch.PAM |
Maximum number of mismatches allowed in the offtargets comparing to the PAM sequence. Default to 2 for NGG 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 |
outfile |
File path to temporarily store the search results |
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. |
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)
Lihua Julie Zhu
offTargetAnalysis
if(interactive()) { 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 <- searchHits(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 <- searchHits(all.gRNAs[1], BSgenomeName = Hsapiens, PAM.size = 3, max.mismatch = 0, chromToSearch = "chrX", PAM.location = "5prime", PAM = "^T[A|G]N", allowed.mismatch.PAM = 2) colnames(hits) }