Cool Preprint led by @mirbachh on comparing machine learning based engineering of a synthetic C1 fixation pathway vs the classic ALE based approach. ML allowed way faster pathway establishment and when combined with the evolved background improved growth by a factor of 3.🔥🎉
Multi-lab, Multi-enzyme Study Demonstrates the Versatility of Bacterial Microcompartment Shells as a Modular Platform for Confined Biocatalysis https://www.biorxiv.org/content/10.64898/2026.03.18.712704v1