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Si-Han Zhang, Ye An, Na Zeng, Mei-Cheng Liu, Jian-Xuan Sun, Xi Gong, Jin-Zhou Xu, Shao-Gang Wang, Qi-Dong Xia Adv Sci (Weinh) . 2026 Sep 27:e77932 Abstract Glutathione peroxidase 4 (GPX4) is a central guardian against ferroptosis and a critical therapeutic target for castration-resistant prostate cancer (CRPC). However, traditional GPX4 inhibitors are often limited by irreversible covalent binding and systemic toxicity. Here, we utilized the deep learning algorithm Bindcraft to design...

Li, W., Wei, Q., Llanos, M. et al. Nat Chem Biol (2026). https://doi.org/10.1038/s41589-026-02216-y Posttranslational modifications (PTMs) vastly expand the diversity of the human proteome, dynamically reshaping protein activity, interactions and localization in response to environmental, pharmacologic and disease-associated cues. However, their proteome-wide impact on small-molecule recognition—and, thus, druggability—remains largely unexplored. Here we present a chemical proteomic strategy...

Governa et al., Proceedings of the National Academy of Sciences, 2022 DOI: 10.1073/pnas.2114456119 Therapeutic strategies directed at the tumor surfaceome (TS),including checkpoint inhibitor blocking antibodies, antibody drug conjugates (ADCs), and chimeric antigen receptor T (CAR-T) cells, provide a new armament to fight cancer. However, a remaining bottleneck is the lack of strategies to comprehensively interrogate patient tumors for potential TS targets. Here, we have developed a platform...