Re-engineering Lilly’s KisunlaTM into a novel antibody targeting IL13RA2 against GBM using AI-driven macromolecular modeling
Atrium Health Levine Cancer
  • Summary and objectives of the proposed experiments: 
  1. An initial research-based Ab (scFv47, discovered by our collaborator Dr. Balyasnikova) model, modeling Ab-Ag (IL13RA2 against GBM) protein complex, and identifying the binding sites (epitopes) using ROSETTA and AlphaFold2 multimer tools.
  2. Graft the CDRs of scFv (single-chain variable fragment) of antibody or Bispecific T cell engagers (BTEs) onto the template Ab, the framework of Lilly's Kisunla™ Ab drug.
  3. Modify, improve, and optimize the overall or full antibody protein structures using AI-driven macromolecule modeling (AlphaFold3).
  4. Explore single nucleotide polymorphism (SNP), pathogenic genetic variants and N-glycosylation of IL13RA2 (target) protein domain interacting with the Ab candidates among the patient population using ROSETTA software packages.
Status: In Progress
Modelling conformational heterogeneity for human glutamine synthetase variants
San Francisco State University

Hi!

I want to use EMMIVox molecular dynamics based ensemble refinement to model into multiple cryoEM maps that my lab has generated. I am a collaborator of Max Bonomi (PI behind EMMIVox) but also want to be able to do this independently. We have pre-processed single-refinement models but need multiple GPUs to run the ensemble refinement. I am new to NSF ACCESS and also new to ensemble refinement/molecular dynamics in general. Specifically, I need help to:

  • Allocate Resources (which is best/how much is needed)
  • Software Installation (plumed dependencies and the software in the github link)
  • Job running/management 

I am running this part of the project myself and have not staffed this project yet with a student; so a mentor would be working directly with me. I would like assistance to run this procedure through at least once so that I can reach independence and start training my students to implement it.

Thank you so much in advance for any help and considering whether the MATCH+ program would be suitable for this project. 

All the best,

Eric

Status: On Hold