A High-Throughput Human Display Screen to Identify Target-Specific Binder Proteins via Chimeric Antigen Receptors
Abstract
The design of specific protein binders is a core-goal of biologics design. However, current techniques rely on medium-throughput, laborious, well-by-well screening, or standard phage, yeast, or mRNA display, which screen binders in non-human contexts. To create a human cell-based binder screening platform, here, we developed a high-throughput screening approach based on genetically engineering chimeric antigen receptors (CAR)-expressing cells with libraries of binding proteins, and co-culturing them with target-expressing cells. Using an NFAT-inducible GFP reporter to monitor CAR activation, we establish a novel platform to screen experimentally and artificial intelligence-generated binders toward diverse target substrates on the surface of human cells for downstream therapeutics development.
Cite
Text
Zhao et al. "A High-Throughput Human Display Screen to Identify Target-Specific Binder Proteins via Chimeric Antigen Receptors." ICLR 2024 Workshops: GEM, 2024.Markdown
[Zhao et al. "A High-Throughput Human Display Screen to Identify Target-Specific Binder Proteins via Chimeric Antigen Receptors." ICLR 2024 Workshops: GEM, 2024.](https://mlanthology.org/iclrw/2024/zhao2024iclrw-highthroughput/)BibTeX
@inproceedings{zhao2024iclrw-highthroughput,
title = {{A High-Throughput Human Display Screen to Identify Target-Specific Binder Proteins via Chimeric Antigen Receptors}},
author = {Zhao, Lin and Mohan, Aditya and Patel, Anoop P. and Chatterjee, Pranam},
booktitle = {ICLR 2024 Workshops: GEM},
year = {2024},
url = {https://mlanthology.org/iclrw/2024/zhao2024iclrw-highthroughput/}
}