G-protein Design-around Walkthrough

How the live workstream maps to Yongkun's request, what is already complete, and how the team should collaborate on the next rounds.

Strategic Framing

This module is a second-generation design-around workstream for the VSV-G / Cocal-G 354 overlap matter. It turns an IP-risk question into staged technical evidence: recall candidates, compare sequence and mapped positions, hand off to structure prediction, then feed wet-lab and IP review.

The green/amber/red labels are technical triage signals, not legal FTO conclusions. Any design-around claim still needs a claim-chart review.

Requirement Mapping
StepYongkun requestCurrent implementationStatus
1Retrieve viral glycoproteins from UniProt, select VSV-G similarity <85%, rank by similarity.UniProt query mode, FASTA import, VSV-G/Cocal-G identity, 47/354 mapping, risk band, CSV/JSON export.Done
2Predict structures with AlphaFold, compare with VSV-G, then send qualified candidates to packaging tests.Structure comparison is live: top candidates + Cocal-G are folded (Boltz), TM-scored against the VSV-G crystal (PDB 5OY9 chain A) and Cocal-G, and the VSV-G-weighted structural similarity drives the ranking. VSV-G is weighted higher (it has a crystal; Cocal-G's reference is predicted).Done
3Predict key ligand-binding sites for wet-lab-selected candidates and mutate them while preserving structure.Planned after wet-lab packaging hits exist; not run before hit selection.Planned
4Use mutants for in-vivo lentivirus testing in the second wet-lab round.Planned collaboration layer with wet-lab readout ingest and IP/FTO package export.Planned
How to Use the Live Module

1. Open the module and choose FASTA upload or UniProt query.

2. Optionally upload VSV-G / Cocal-G references for reproducibility.

3. Run the assessment and wait for polling to finish.

4. Download CSV, JSON, and manifest for review.

assessments.csv

Spreadsheet review table

assessments.json

Machine-readable full result

manifest.json

Inputs, references, query, and counts

Current Smoke Evidence

Retrieved

25

Assessed

25

VSV-G <85%

19

Structure-ready

15

The smoke report covers active UniProt recall. Step 2 structure comparison now runs on demand (the "Structure comparison" toggle): candidates are folded and TM-scored against the VSV-G crystal (5OY9).

Collaboration Plan
RoundActionOutput
R0Run smoke queryBaseline candidate list
R1Add curated literature FASTAHigher-quality sequence pool
R2Run AlphaFold/Boltz batchPredicted structures
R3Compare structures to VSV-GStructure-supported shortlist
R4Packaging/titer screenWet-lab fitness data
R5Binding-site annotationMutation target map
R6Conservative mutation designStable mutant candidates
R7In-vivo lentivirus testFinal technical evidence
Next Engineering Work

Domain-coverage field

Add domain-coverage / confidence alongside the live TM-score & RMSD.

Wet-lab ingest

Attach packaging/titer results to candidate ranking.

Ligand-site mutation

Design conservative mutations after wet-lab hit selection.