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Log ratio workflow #52

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@afrubin

The simplest workflow is just two-timepoint log fold change, and we should have three versions of this:

  • Very simple single-replicate workflow from direct sequencing data that has a minimal amount of extra steps
  • Barcoded workflow with multiple replicates (more realistic) that combines replicates using the mean and also reports a standard deviation
  • Barcoded workflow with multiple replicates that uses the Enrich2 approach (natural log, replicates combined using random effects model as described in WLS regression workflow #51)

This is still the most commonly-used way of scoring a DMS so we should use this as a training example as well.

For the example data for the latter two, we can use the https://github.com/FowlerLab/Enrich2-Example dataset, just with two time points (first/last) instead of all of them.

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  1. added this to the Preprint milestone on Mar 12, 2026
  2. added
    workflowRelated to a specific workflow or analysis
    on Mar 12, 2026
  3. nickzoic commented on Apr 29, 2026

    @nickzoic
    Collaborator

    okay so support for these options is working now in v0.0.19.

  4. nickzoic commented on May 13, 2026

    @nickzoic
    Collaborator

    This is mentioned in the docs as what happens if you only have two timepoints: do we need to be more explicit?

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