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LiorZ avatar LiorZ commented on August 19, 2024

AFAIK from reading the soluble analogues of integral membrane protein before using the soluble version of protein-mpnn they used AF2seq (https://github.com/bene837/af2seq) to generate the topologies.
Have you tried that before running MPNN?

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amin-sagar avatar amin-sagar commented on August 19, 2024

I have had a similar experience. It would be great to know what sampling temperature was used in the original paper.

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dauparas avatar dauparas commented on August 19, 2024

We have updated solubleMPNN model weights. Try using the latest version and let us know if there are still hydrophobic AAs on the surface.

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SkwisgaarSkwigelf avatar SkwisgaarSkwigelf commented on August 19, 2024

Thank you, I tried with the new weights (along with using AF2seq to change the starting sequence of my input) and my outputs now appear much more soluble (fewer surface hydrophobics and better scores than manually biasing against hydrophobics).

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