Uncovering structural ensembles from single-particle cryo-EM data using cryoDRGN
Single-particle cryogenic electron microscopy (cryo-EM) has emerged as a powerful
technique to visualize the structural landscape sampled by a protein complex. However …
technique to visualize the structural landscape sampled by a protein complex. However …
Conformational heterogeneity and probability distributions from single-particle cryo-electron microscopy
Single-particle cryo-electron microscopy (cryo-EM) is a technique that takes projection
images of biomolecules frozen at cryogenic temperatures. A major advantage of this …
images of biomolecules frozen at cryogenic temperatures. A major advantage of this …
CryoDRGN-ET: deep reconstructing generative networks for visualizing dynamic biomolecules inside cells
Advances in cryo-electron tomography (cryo-ET) have produced new opportunities to
visualize the structures of dynamic macromolecules in native cellular environments. While …
visualize the structures of dynamic macromolecules in native cellular environments. While …
Methods for cryo-EM single particle reconstruction of macromolecules having continuous heterogeneity
Macromolecules change their shape (conformation) in the process of carrying out their
functions. The imaging by cryo-electron microscopy of rapidly-frozen, individual copies of …
functions. The imaging by cryo-electron microscopy of rapidly-frozen, individual copies of …
MDSPACE: Extracting continuous conformational landscapes from Cryo-EM single particle datasets using 3D-to-2D flexible fitting based on molecular dynamics …
This article presents an original approach for extracting atomic-resolution landscapes of
continuous conformational variability of biomolecular complexes from cryo electron …
continuous conformational variability of biomolecular complexes from cryo electron …
Generative Models for Inverse Imaging Problems: From mathematical foundations to physics-driven applications
Physics-informed generative modeling for inverse problems in computational imaging is a
fast-growing field encompassing a variety of methods and applications. Here, we review a …
fast-growing field encompassing a variety of methods and applications. Here, we review a …