Interlinked switch circuits of biological intelligence.

Eukaryotic cells learn and adapt via unknown network architectures. Recent work demonstrated a circuit of two GTPases used by cells to overcome growth factor scarcity, encouraging our view that artificial and biological intelligence share strikingly similar design principles and that cells function as deep reinforcement learning (RL) agents in uncertain environments.

Building unconventional G protein-coupled receptors, one block at a time.

The structure, function, and dynamics of canonical activation of heterotrimeric G proteins by the seven-transmembrane G protein-coupled receptors (GPCRs) have been illustrated in detail. However, emerging studies during the past decade have started to shed light on how the same G proteins may also be accessed and modulated by a diverse family of receptors that are not conventional GPCRs. Can we learn about common themes and variations in how cells assemble these atypical GPCRs?