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Src Hsp90 Deep Mutational Scan

Analyses done so far (VN)

  • Replicate QC=0.89
  • Comparing distribution of WT and synonymous variants between treatments shows that the distributions are similar in both treatments
  • Plot of distributions of all point mutants and synonymous variants showed that the range of values is different in the two conditions
  • Different radidicol sensitivity metrics
    • Ratio of the two scores (this doesn't work bc Enrich2 uses a log2 scoring so the distribution becomes very narrow at 0)
    • Difference (log2-log2, not sure if this is the best method)
    • Product (again, doesn't work bc of log2 scoring)
    • Residual
  • Recoloring of PDB structures based on residuals and ratios (residual coloring seems more interpretable)
  • Heatmaps of residuals, ratios (with and without trimming outliers)
  • Dendrogram of heatmap of residuals
  • Separation of residuals by SD (works bc residuals are normally distributed) to look at >2SD tails of residual distribution for highly sensitized mutants
  • Correlagrams of SASA and by amino acid type did not reveal anything striking

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