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  • Multiple locus id in Cuffdiff output

    This is an RNASeq based doubt and if anyone has experieneced similar problem, kindly suggest the solution.

    I used Tophat and cufflinks pipeline (as explained in the paper Trapnell et al., 2012) to analyse RANSeq reads from rice samples (control and two treatments). I used 2 replicates or each sample.

    Finally, when I check the Cuffdiff result (specifically, the gene_exp.diff file), I get redundant locus_id with different FPKM value. In this forum, i saw the solution for that. Importaltly, in many cases, multiple locus_ids are listed in place of a single id.

    For clarity, I am giving a few lines of gne_exp.diff file.


    Thanks


    gene_id gene locus sample_1 sample_2 status value_1 value_2 log2(fold_change) test_stat p_value q_value significant
    XLOC_000001 LOC_Os01g01010,LOC_Os01g01019,LOC_Os01g01030,LOC_Os01g01040 Chr1:1894-20323 ctrl e19 OK 16.532 15.9978 -0.0473893 -0.218699 0.75605 0.901896 no
    XLOC_000002 LOC_Os01g01050,LOC_Os01g01060 Chr1:21825-28651 ctrl e19 OK 20.4096 21.7579 0.0922973 0.419462 0.54785 0.777761 no

  • #2
    I'm not sure what part of the output you posted is redundant.
    /* Shawn Driscoll, Gene Expression Laboratory, Pfaff
    Salk Institute for Biological Studies, La Jolla, CA, USA */

    Comment


    • #3
      Hi sdriscoll,

      I face two problem when i analyzed the gene_exp.diff file generated by cuffdiff.

      1. As mentioned in the previous post, multiple gene id is assigned for a single row of fpkm value. In the example above, LOC_Os01g01019,LOC_Os01g01030,LOC_Os01g01040 are assigned for a rwa of data.

      2. Some rows are redundant. I mean same gene id with different fpkm value as below,

      XLOC_000044 LOC_Os01g01870 Chr1:477176-481166 ctrl e19 OK 11.6968 19.5005 0.737399 5.00E-05 0.000484157
      XLOC_000045 LOC_Os01g01870 Chr1:477176-481166 ctrl e19 OK 0.149605 0.519128 1.79493 0.2667 0.518088

      Thanks

      Comment


      • #4
        The first is what cufflinks/cuffdiff does when there are mulitple isoforms sharing a single gene locus. My interpretation is that the several LOC* names are all isoforms of a single gene.

        The second is odd. The only thing I can think of is that the issue is in your annotation and not with cufflinks/cuffdiff.
        /* Shawn Driscoll, Gene Expression Laboratory, Pfaff
        Salk Institute for Biological Studies, La Jolla, CA, USA */

        Comment

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