google-deepmind / alphafold

Open source code for AlphaFold.
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Question: Relaxed or unrelaxed model #268

Closed DiracZhu1998 closed 2 years ago

DiracZhu1998 commented 2 years ago

Dear alphafold collaborator,

Thank you for giving us such wonderful tools! I know the relaxed model is modified by Amber relaxation procedure. But I'm not in this specific field, so I'm wondering which model should I use, relaxed or unrelaxed? I'm testing the 3D influence of one AA substitution.

Best wishes, Yuanzhen

Augustin-Zidek commented 2 years ago

In general we recommend using the relaxed models, they should have less clashes. However, if that causes issues (e.g. running relax is too slow or it crashes), you can disable it using run_relax=false flag which we added in AlphaFold v2.1.2.

Also note that AlphaFold is not very sensitive to single-point mutants.

pojeda commented 9 months ago

For a protein monomer prediction, I got the ranked_[0-4].pdb files and also the relaxedmodel[1-5]_pred_0.pdb files. According to the ranking_debug.json file the relaxed_model_4_pred_0_pred.pdb has the highest plddts. My question is if this structure was the ranked0.pdb or if the initial order was changed during relaxation? How is the correlation between the nomenclature and numbering of ranked and relaxedmodel?

tcoates5 commented 9 months ago

My experience thus far has been that the structure with the highest overall confidence score has been ranked0.pdb. If you want to be more certain, you could always run some alignments between ranked.pdb and relaxed_.pdb files, you should have an RMSD of about 0 for the relaxed structures and their renamed equivalents.