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heatmap function #13

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tram-nguyen-n opened this issue Sep 26, 2024 · 10 comments
Open

heatmap function #13

tram-nguyen-n opened this issue Sep 26, 2024 · 10 comments
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@tram-nguyen-n
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Convert the ComplexHeatmap code to a function in the package. Allow users to select their given assay, and the start and end positions of the protein for plotting.

@lgeistlinger
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consider clustering of rows / amino acids by default to work out patterns of amino acid groups based on biochemical properties. this can be turned off by the user through the ... argument.

@lgeistlinger
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the interpretation of the heatmap / dms score needs some revisiting. higher dms score = higher dms fitness. ie lower dms score more likely to be pathogenic.

@tram-nguyen-n
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Additional modifications to heatmap function:

  • Have function omit multiple mutations
  • Reorder rows according to this: DEKRHNQSTPGAVILMCFYW

@tram-nguyen-n tram-nguyen-n self-assigned this Oct 7, 2024
@tram-nguyen-n
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Write test cases for plot_dms_heatmap()

@tram-nguyen-n
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Allow user-specified DMS assay_name parameter and DMS list rather than ProteinGym default

@tram-nguyen-n
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  • Update message on start / end position.
  • More details about starting/end data points in function documentation
  • exact_coordinates TRUE/FALSE

@tram-nguyen-n
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Color scale (maybe flip)

  • Red = low DMS
  • Blue = high DMS

@tram-nguyen-n
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Include reference AA on the x-axis. Following: https://pop.evemodel.org/protein/NP_570602-2

@tram-nguyen-n
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Allow side-by-side model prediction + DMS score heatmaps

@lgeistlinger
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Reference for DMS vs prediction heatmaps --> Fig3 in EVE paper: https://www.nature.com/articles/s41586-021-04043-8
We could do a side-by-side heatmap comparison (or top vs bottom)

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