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  • SuzuBell
    Member
    • Nov 2013
    • 22

    argument "dispersion" is missing, with no default

    Hi!

    I am trying to perform DEG analysis on two treatment groups using edgeR. I originally planned to keep the analysis similar to what was used for another purpose previously. To prepare the data, I used the following functions/code:

    Code:
        y <- DGEList(counts=countTable, group=listGroups)
        keep <- rowSums(cpm(y)>1) >= 2*nRep #Filtering rows
        y <- y[keep, keep.lib.sizes=FALSE] #Filtering rows
        y <- cpm(y, TRUE, TRUE) # Option 2 (edgeR)
        y <- betweenLaneNormalization(y, which="full", round=FALSE)
    This seems to work fine, and leads to an object y with the following structure:

    Code:
    > head(y)
                                    N.1      N.2      N.3      P.1      P.2      P.3
    G1093 2.643383 2.624754 2.643383 2.800242 2.687257 2.258823
    G3412 2.689673 3.302018 3.402223 4.290321 4.294549 4.354116
    G4872 4.115490 4.412357 4.427337 4.526043 4.074346 4.037426
    G2856 3.271944 2.946745 3.467242 2.643383 2.687257 3.043792
    G3810 3.043792 3.501425 3.286707 3.547066 3.493566 3.429753
    G4756 3.949146 3.653455 4.189536 4.132336 4.205552 4.074346
    I planned on running the next sequence of edgeR functions as follows:

    Code:
        y = estimateCommonDisp(y)
        y = estimateTagwiseDisp(y)
        de = exactTest(y, pair=c(group1,group2))
        tt = topTags(de, n=nrow(y))
        nc = cpm(y, normalized.lib.sizes=TRUE)
    However, I receive an error upon running estimateTagwiseDisp() as follows:

    Code:
    Error in aveLogCPM.default(y, lib.size = lib.size, dispersion = dispersion) : 
      argument "dispersion" is missing, with no default
    I am not too confident in what I have here. Everything before estimateCommonDisp() was intended to be consistent with previous work done on this data. However, I am concerned about what we may be missing here.

    Any suggestions would be greatly appreciated!

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