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AlloGen: Conformation-Selective Binder Generation with Differential State Scoring

arXiv:2606.05474v1 Announce Type: cross Abstract: Protein binder design has largely optimized for affinity alone, leaving conformational selectivity unaddressed: for allosteric targets such as kinases, nuclear receptors, and GPCRs, a binder that engages both active and inactive states provides no functional specificity regardless of how tightly it binds. We introduce AlloGen, a modular framework that decouples backbone generation from a learned state-selectivity scorer $Q_\theta$, an...

arXiv CS 5d ago

Cancer’s favorite escape trick may actually make it easier to kill

Cancer’s favorite escape trick may actually make it easier to kill - Date: - June 4, 2026 - Source: - Baylor College of Medicine - Summary: - Scientists have uncovered a surprising new way the immune system fights cancer, overturning a core belief that has guided immunology for decades. The research found that when cancer cells shut down a key immune-recognition molecule called MHC I—a common trick used to hide from “killer” T cells—they can actually become more vulnerable to attack by a...

Science Daily 6d ago