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Normal view

GRP75-dependent SIMPA mediates inter-organellar quality control

Nature, Published online: 21 October 2026; doi:10.1038/s41586-026-10733-y

Proteotoxic stress drives formation of GRP75-dependent protein aggregates that signal through mitochondria–ER contact sites to activate targeted quality-control pathways, enabling selective clearance of damaged proteins and preserving mitochondrial integrity.

Programmable design of functional proteins from natural language

Nature, Published online: 21 October 2026; doi:10.1038/s41586-026-11205-z

Pinal, a 16-billion-parameter artificial intelligence model, designs functional proteins from natural-language descriptions, demonstrating experimentally validated activities and improved CO2-fixation product yields without iterative optimization.

Efficient and accurate neural-field reconstruction using resistive memory

Nature, Published online: 10 June 2026; doi:10.1038/s41586-026-10646-w

A co-optimized AI hardware–software system using resistive-memory computing improves energy efficiency and parallelism for sparse signal reconstruction in imaging and three-dimensional vision applications.
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