RosettaCommons / RosettaCommons/RFdiffusion
Design C3-symmetric oligomers to bind the SARS-CoV-2 Spike protein.
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Description
Dear developers, I am repeating the analysis of "Design of C3-symmetric oligomers to scaffold the binding interface of the designed ACE2 mimic". But I found RFDiffusion may change the orientation of motif protomer.
Data link: https://drive.google.com/drive/folders/19BZTqTx-uKEjVqGp06Ez2zufb7hgva-q?usp=share_link
The file 7uhc.pdb has been centrelized by me can been accessed from this link. I used Chimera to prove it is C3 symmetry along z axis:
open 7uhc.pdb
delete #0:.B #0:.C #0:.E #0:.F
sym #0 group C3 axis z
open 7uhc.pdb

Then I used RFDiffusion to design the C3-symmetric oligomers with following command:
run_inference.py \
inference.symmetry=C3 \
inference.num_designs=1 \
inference.output_prefix=Spike_Symmetric_PPI/1_structure_design/Spike_Symmetric_PPI_1.0_0.1_Base \
'potentials.guiding_potentials=["type:olig_contacts,weight_intra:1.0,weight_inter:0.1"]' \
potentials.olig_intra_all=True \
potentials.olig_inter_all=True \
potentials.guide_scale=2 \
diffuser.T=50 \
potentials.guide_decay=quadratic \
inference.input_pdb=7uhc.pdb \
'contigmap.contigs=[D1-55/120/0 E1-55/120/0 F1-55/120/0]' \
inference.ckpt_override_path=models/Base_ckpt.pt
The output file can be accessed from this link. And I open 7uhc.pdb and Spike_Symmetric_PPI_1.0_0.1_Base_0.pdb with Chimera:
open 7uhc.pdb
open Spike_Symmetric_PPI_1.0_0.1_Base_0.pdb
delete #0:.A #0:.B #0:.C
display @CA
~ribbon

And I align model #1 to model #0:
mm #0 #1

Only one motif can be perfectly matched.
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Research direction
Start by reproducing the reported run_inference.py command with 7uhc.pdb, then compare Spike_Symmetric_PPI_1.0_0.1_Base_0.pdb against the input using the provided Chimera commands. Check whether the generated oligomer preserves the C3 motif orientation; the report does not identify a source file or test, and completion criteria need clarification.
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Assessment
- Tech stack
- python
- Domain
- bioinformatics, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100