New paradigm of q-CAR drug development targeting disease-specific protein conformations

Drug discovery has progressed to using advanced AI-driven platforms. These systems rely heavily on static structures and overlook an essential aspect: protein motion-conformational transitions and local fluctuations-is essential for function, as "no motion, no function." Thus, this review discusses recent progress in measuring protein conformations and dynamics and introduces a new concept, "quantitative conformation-activity relationship (q-CAR)," aimed at developing drugs that target disease-specific protein conformations in the future.

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Publication Details

Journal
npj Drug Discovery.
Published
2026-08-14
DOI
https://doi.org/10.1038/s44386-026-00057-2
Primary Topic
Protein Degradation and Inhibitors
Type
article
Field-Weighted Citation Impact
0.00

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article

New paradigm of q-CAR drug development targeting disease-specific protein conformations

Libin Ye
npj Drug Discovery.
Protein Degradation and Inhibitors
article

New paradigm of q-CAR drug development targeting disease-specific protein conformations

Libin Ye
article en

Abstract

Drug discovery has progressed to using advanced AI-driven platforms. These systems rely heavily on static structures and overlook an essential aspect: protein motion-conformational transitions and local fluctuations-is essential for function, as "no motion, no function." Thus, this review discusses recent progress in measuring protein conformations and dynamics and introduces a new concept, "quantitative conformation-activity relationship (q-CAR)," aimed at developing drugs that target disease-specific protein conformations in the future.

npj Drug Discovery.Vol. 3(1)
University of South Florida (US), Moffitt Cancer Center (US), Massachusetts Institute of Technology (US)
U.S. Department of Energy
Openalex Percentile: Top 16%
Protein Degradation and Inhibitors
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