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Machine learning–assisted directed evolution of plant Rubisco

Science advences. 2026-10; 
Muhammad Fauzi, Takaaki Murakami, Ryota Usui, Ainur Botagarova, Daisuke Otani, Kentarou Sakaki, Shinsuke Tokumoto, Toshinori Imaizumi, Hisato Tatsuoka, Masahito Ogura, Jonathan Campbell, Nobuya Inagaki, Daisuke Yabe Department of Chemistry, Massachusetts Institute of Technology, Cambridge,
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Gene Synthesis Variant ntrbcL selected for RDE rescreening were generated using the Q5 site-directed mutagenesis kit (New England Biolabs) or were synthesized by GenScript Inc. Get A Quote

摘要

Intracellular Ca2+ signaling is essential for glucose-induced insulin secretion (GIIS) and hepatic glucose production (HGP), yet how Ca2+ dynamics are coordinated across organs remains unclear. Carbonic anhydrase VIII (CA8), an endogenous inhibitor of inositol 1,4,5-trisphosphate receptor 1 (IP3R1), was identified as a shared regulator of pancreatic and hepatic glucose metabolism. Using Car8wdl mice, we showed that CA8 deficiency enhanced GIIS and HGP in vivo and ex vivo. In islets and hepatocytes, CA8 loss augments Ca2+ oscillations, an effect abolished by IP3R inhibition or Car8 reexpression. Enhanced HGP persists independently of glucagon receptor, PLC, or PKA signaling and occurs without increased IP1, indi... More

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