Article
Decoding CAR T cell phenotype using combinatorial signaling motif libraries and machine learning.
Science (New York, N.Y.) - 16 Dec 2022
Daniels Kyle G, Wang Shangying, Simic Milos S, Bhargava Hersh K, Capponi Sara, Tonai Yurie, Yu Wei, Bianco Simone, Lim Wendell A
Abstract excerpt
Chimeric antigen receptor (CAR) costimulatory domains derived from native immune receptors steer the phenotypic output of therapeutic T cells. We constructed a library of CARs containing ~2300 synthetic costimulatory domains, built from combinations of 13 signaling motifs. These CARs promoted diverse human T cell fates, which were sensitive to motif combinations and configurations. Neural networks trained to...
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