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Title Category Tags Skill Level
Fine-tuning LLMs with PEFT and LoRA Video faster, optimization, performance-tuning, tuning Intermediate, Advanced

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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

People with Expertise

Ying-Chih Sun

Harrisburg University

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Paul Rulis

University of Missouri-Kansas City

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researcher/educator, research computing facilitator

Paul Rulis

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Calloway Sutton

Indiana University

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Xiaoyi Lu

University of California, Merced

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Gregory Bauer

University of Illinois at Urbana-Champaign

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research computing facilitator, Affinity Group Leader, Consultant

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Igor Nachevnik

Rutgers

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