Unconfigured Ad

Collapse
X
 
  • Time
  • Show
Clear All
new posts
  • gringer
    David Eccles (gringer)
    • May 2011
    • 845

    #1

    Left-normalisation of variants using R

    I'm writing a mitochondrial haplotyping script in R, and one of the things I needed to do was left-normalisation of INDELs. Because of the way the variants were originally defined, I'm using the notation <ref><pos><alt> for variants (e.g. ACCCCCTCTA8280A to describe a 9bp deletion at location 8280). Here's my script:

    Code:
    ## left-normalise INDELs                                                                                                                 
    ## derived from pseudocode from http://genome.sph.umich.edu/wiki/Variant_Normalization                                                   
    leftNorm <- function(ref.seq, ref, pos = NULL, alt = NULL){
        if(any(grepl("[0-9]",ref))){
            leftNorm(ref.seq=ref.seq,
                     ref=sub("^(.*?)([0-9]+)(.*)$","\\1",ref),
                     pos=as.numeric(sub("^(.*?)([0-9]+)(.*)$","\\2",ref)),
                     alt=sub("^(.*?)([0-9]+)(.*)$","\\3",ref));
        } else {
            equalRights <- (substring(ref,nchar(ref)) == substring(alt,nchar(alt)));
            while(sum(equalRights) > 0){
                substring(ref,nchar(ref))[equalRights] <- "";
                substring(alt,nchar(alt))[equalRights] <- "";
                emptyAlleles <- ((nchar(ref) == 0) | (nchar(alt) == 0));
                pos[emptyAlleles] <- pos[emptyAlleles] - 1;
                ref[emptyAlleles] <- paste0(substring(as.character(ref.seq),pos[emptyAlleles],pos[emptyAlleles]),
                                            ref[emptyAlleles]);
                alt[emptyAlleles] <- paste0(substring(as.character(ref.seq),pos[emptyAlleles],pos[emptyAlleles]),
                                            alt[emptyAlleles]);
                equalRights <- (substring(ref,nchar(ref)) == substring(alt,nchar(alt)));
            }
            leftChangeable <- (substring(ref,1,1) == substring(alt,1,1)) & (nchar(ref) >= 2) & (nchar(alt) >= 2);
            while(sum(leftChangeable) > 0){
                substring(ref[leftChangeable],1,1) <- "";
                substring(alt[leftChangeable],1,1) <- "";
                pos[leftChangeable] <- pos[leftChangeable] + 1;
                leftChangeable <- (substring(ref,1,1) == substring(alt,1,1)) & (nchar(ref) >= 2) & (nchar(alt) >= 2);
            }
            paste0(ref,pos,alt);
        }
    }
    Here's a little test, using the example from here:

    Code:
    > all(leftNorm("GGGCACACACAGGG",c("CA8","CAC6C","GCACA3GCA","GGCA2GG","GCA3G")) == "GCA3G");
    [1] TRUE
    Note that the code uses vectorisable functions, so should work equally well on single values and vectors. A bit more tweaking is needed to get it to do the right thing on matrices.

Latest Articles

Collapse

  • SEQadmin2
    Multiomic Liquid Biopsy: What DNA/RNA Panels Reveal That DNA Alone Can’t
    by SEQadmin2



    Tumors contain complex mixtures of cell populations that evolve in response to treatment and host-specific factors. Tissue biopsies provide only static snapshots of a tumor’s state. But what if we could follow that evolution over time using a minimally invasive technique?

    Liquid biopsies can detect tumor-derived material circulating in the bloodstream, providing a way to study treatment response, detect emerging resistance, and discover new biomarkers. Circulating
    ...
    10-14-2026, 09:55 AM
  • SEQadmin2
    New Genomics Technologies Take Aim at Long-Standing Limits
    by SEQadmin2


    Researchers using sequencing and genomics tools often have to make trade-offs. They can choose between speed or scale, short reads or long-range information, or targeted panels or a view of the whole transcriptome. New technologies that have been released this year are built to address those tough choices.

    We asked six companies the same four questions to learn about their latest products. The new technologies bring a lot to the table, including rethinking sequencing
    ...
    09-28-2026, 10:25 AM

ad_right_rmr

Collapse

News

Collapse

Topics Statistics Last Post
Started by SEQadmin2, Yesterday, 11:13 AM
0 responses
18 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, Yesterday, 10:48 AM
0 responses
18 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, 10-15-2026, 10:52 AM
0 responses
36 views
0 reactions
Last Post SEQadmin2  
Started by SEQadmin2, 10-14-2026, 05:39 AM
0 responses
42 views
0 reactions
Last Post SEQadmin2  
Working...