Science

Revolutionary AI-Powered Method Unlocks On-Demand Protein Activation in Live Mice!

2025-06-02

Author: Wei Ling

Unleashing the Power of Proteins: A Breakthrough in Medical Research

Scientists at Peking University, led by Professors Chen Peng and Wang Chu, have made headlines by developing an innovative tool called CAGE-Proxvivo. This groundbreaking AI-guided strategy allows for the precise control of protein activation within live mice, paving the way for unprecedented gains in medical research and therapeutic applications.

A New Era in Biological Studies

Published in the renowned journal Cell on May 27, 2025, this revolutionary research introduces a universal platform for time-resolved biological studies. With CAGE-Proxvivo, researchers can activate proteins on-demand, enabling dynamic manipulation of protein interactions in living organisms.

Solving the Activation Puzzle

Understanding the intricate workings of biologically active molecules is crucial for decoding life processes and disease mechanisms. The innovative CAGE-Prox technology, a predecessor to CAGE-Proxvivo, utilized bioorthogonal cleavage reactions to create functional switches within proteins, allowing scientists to fine-tune protein functions like never before.

From UV Limitations to Enhanced Control

However, traditional methods faced challenges, particularly due to the reliance on UV light, which struggles to penetrate tissues effectively. The research team has brilliantly overcome this hurdle through machine-learning-assisted evolution of aminoacyl-tRNA synthetase. This advancement enables the incorporation of chemically caged amino acids into specific "decaging sites," effectively blocking protein functions that can later be restored with a small molecule-triggered reaction.

Precision Activation for Cancer Treatment

One of the remarkable applications of CAGE-Proxvivo includes its ability to facilitate precise control over protein interactions. This includes the development of a "gated" anti-CD3 antibody, allowing for chemically regulated recruitment and activation of T-cells precisely at tumor sites. This targeted approach also includes the tumor-specific activation of pyroptosis, igniting a robust immune response against tumors, highlighting its immense potential in the field of immunotherapy.

A Bright Future for Protein Modulation

With its wide-ranging applications, CAGE-Proxvivo not only offers a powerful tool for activating proteins of interest but also allows for specific modulation of distinct cell phenotypes in living systems. This breakthrough in protein activation technology is set to transform life sciences and open new doors for advanced therapies.