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Knowledge Base Resources

Title Category Tags Skill Level
Attention, Transformers, and LLMs: a hands-on introduction in Pytorch Learning aideep-learningmachine-learning +2 more tags Intermediate
DeepChem Tool pytorchtensorflowcomputational-chemistry Beginner, Intermediate, Advanced
fast.ai Website aimachine-learningpytorch +1 more tags Beginner, Intermediate, Advanced

Engagements

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: Recruiting

People with Expertise

Xilin Qiao

Programs

ACCESS CSSN

Roles

student-facilitator

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Expertise

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Seth Rosen

Colgate University

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CAREERS

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student-facilitator

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William Lai

Cornell University

Programs

ACCESS CSSN

Roles

mentor, researcher/educator, research computing facilitator, research software engineer, ci systems engineer, Consultant

William KM Lai

Expertise

People with Interest

Paul Rulis

University of Missouri-Kansas City

Programs

Campus Champions

Roles

researcher/educator, research computing facilitator

Paul Rulis

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Ritesh Bachhar

University of Rhode Island

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CAREERS

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student-facilitator

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Joseph Antonucci

New Jersey Institute of Technology

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student-facilitator

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