Unconfigured Ad

Collapse
X
 
  • Time
  • Show
Clear All
new posts
  • gfmgfm
    Member
    • Jun 2010
    • 64

    #1

    DESeq without replicates

    Hello all,

    Does DESeq use replicate info in estimateSizeFactors?

    For RNA seq without replicates - will it be OK to normalize the data using:
    estimateSizeFactors
    (and then dividing each column by the size factors?)

    Also if I have several conditions, and have a replicate only for one of them - is it OK to use estimateSizeFactors?

    Thanks.
  • dpryan
    Devon Ryan
    • Jul 2011
    • 3478

    #2
    Originally posted by gfmgfm View Post
    Does DESeq use replicate info in estimateSizeFactors?
    No, at least not in the way you probably mean (I'm reading into the remainder of your post a bit). estimateSizeFactors doesn't measure dispersion, but rather is used to account for, for example, the different depths of sequencing of the various samples.

    For RNA seq without replicates - will it be OK to normalize the data using:
    estimateSizeFactors
    (and then dividing each column by the size factors?)

    Also if I have several conditions, and have a replicate only for one of them - is it OK to use estimateSizeFactors?
    You'll need to use that with most experimental setups. Have a read through the DESeq vignette, it'll help flush out what estimateSizeFactors is used for and what to do in cases where replicates are lacking (if you totally lack them, the answer is "you should really sequence some replicates!").

    Comment

    • gfmgfm
      Member
      • Jun 2010
      • 64

      #3
      Thanks a lot for the reply.
      Yes I meant using the SizeFactors only for normalization due to different coverage between the samples.
      I know one must have replicate - but still don't have them all

      Comment

      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, 10-22-2026, 11:13 AM
      0 responses
      27 views
      0 reactions
      Last Post SEQadmin2  
      Started by SEQadmin2, 10-22-2026, 10:48 AM
      0 responses
      20 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
      43 views
      0 reactions
      Last Post SEQadmin2  
      Working...