Cheng Lab

University of Missouri-Columbia

ENGINEERING (ALL TYPES)

Columbia · United States

NIH-funded
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NIH R01 · 2024

Deep learning methods for automated and accurate reconstruction of protein structures from cryo-EM image data

Project Summary Cryogenic electron microscopy (cryo-EM) has emerged as a major experimental technology to determine protein structures as it reached atomic resolution (1.2-4Å) in recent years. Compared to traditional techniques (i.e., X- ray crystallography and nuclear magnetic resonance), cryo-EM has the unique capability of determining the quaternary structures of large protein complexes and assemblies difficult or impossible for them to handle. The advance of cryo-EM technology has stimulated a revolution in structural biology of studying large protein complexes and assemblies that cannot be well studied before. However, the computational reconstruction of protein structures from cryo-EM…

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