Opened 2 months ago

Last modified 2 months ago

#18769 assigned enhancement

Adjust AlphaFold pLDDT coloring to better match EBI color scale.

Reported by: Tom Goddard Owned by: Tom Goddard
Priority: moderate Milestone:
Component: Structure Prediction Version:
Keywords: Cc: Elaine Meng
Blocked By: Blocking:
Notify when closed: Platform: all
Project: ChimeraX

Description

From the ChimeraX mailing list:

https://mail.cgl.ucsf.edu/mailman/archives/list/chimerax-users@cgl.ucsf.edu/thread/NUGJGHGBG7ZNY3KGULOQWXLFXYRJ3VI6/

Hi Vladimir,

Looking closer at the ChimeraX pLDDT colors I see they are not quite what I thought. Here are the ChimeraX colors

https://www.cgl.ucsf.edu/chimerax/docs/user/commands/alphafold.html#colorConfidence

They are 100 dark blue, 90 light blue, 70 yellow, 50 orange, 0 red, and are linearly interpolated as I mentioned. The EBI discrete color ranges are

https://www.ebi.ac.uk/training/online/courses/alphafold/inputs-and-outputs/evaluating-alphafolds-predicted-structures-using-confidence-scores/plddt-understanding-local-confidence/

Dark blue 90-100, light blue 70-90, yellow 50-70, and orange 0-50.

So you see ChimeraX matches the colors from the high end of the EBI color ranges, not from the middle of the EBI ranges as I suggested in my previous message. So the ChimeraX coloring is going to appear skewed in general to look less confident than the EBI coloring. I think the ChimeraX coloring would give a better match if it used 95 dark blue, 80 light blue, 60 yellow, 25 orange, 0 red and linearly interpolated. In other words use the middle value of the EBI ranges combined with the EBI colors. I've made a ChimeraX bug suggesting this change.

Tom

Change History (2)

comment:1 by Tom Goddard, 2 months ago

One complexity of this is that the ChimeraX and EBI colors are actually not the same RGB colors so some testing would be important to see if the overall impression is the same with the proposed adjustment of pLDDT values for each color.

comment:2 by Elaine Meng, 2 months ago

Cc: Elaine Meng added
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