Non-uniform refinement: adaptive regularization improves single-particle cryo-EM reconstruction
Cryogenic electron microscopy (cryo-EM) is widely used to study biological macromolecules
that comprise regions with disorder, flexibility or partial occupancy. For example, membrane …
that comprise regions with disorder, flexibility or partial occupancy. For example, membrane …
An introduction to maximum-likelihood methods in cryo-EM
FJ Sigworth, PC Doerschuk, JM Carazo… - Methods in …, 2010 - Elsevier
The maximum-likelihood method provides a powerful approach to many problems in cryo-
electron microscopy (cryo-EM) image processing. This contribution aims to provide an …
electron microscopy (cryo-EM) image processing. This contribution aims to provide an …
Classification of structural heterogeneity by maximum-likelihood methods
SHW Scheres - Methods in enzymology, 2010 - Elsevier
With the advent of computationally feasible approaches to maximum-likelihood (ML) image
processing for cryo-electron microscopy, these methods have proven particularly useful in …
processing for cryo-electron microscopy, these methods have proven particularly useful in …
Ab initio random model method facilitates 3D reconstruction of icosahedral particles
X Yan, KA Dryden, J Tang, TS Baker - Journal of structural biology, 2007 - Elsevier
Model-based, three-dimensional (3D) image reconstruction procedures require a starting
model to initiate data analysis. We have designed an ab initio method, which we call the …
model to initiate data analysis. We have designed an ab initio method, which we call the …
A core-weighted fitting method for docking atomic structures into low-resolution maps: application to cryo-electron microscopy
X Wu, JLS Milne, MJ Borgnia, AV Rostapshov… - Journal of Structural …, 2003 - Elsevier
Cryo-electron microscopy of “single particles” is a powerful method to analyze structures of
large macromolecular assemblies that are not amenable to investigation by traditional X-ray …
large macromolecular assemblies that are not amenable to investigation by traditional X-ray …
Complementary approaches to structure determination of icosahedral viruses
Few biological macromolecular complexes exhibit the combination of massive size and
hierarchical, symmetrical architecture embodied in icosahedral viruses. X-ray …
hierarchical, symmetrical architecture embodied in icosahedral viruses. X-ray …
A statistical approach to computer processing of cryo-electron microscope images: virion classification and 3-D reconstruction
The scattering density of the virus is represented as a truncated weighted sum of
orthonormal basis functions in spherical coordinates, where the angular dependence of …
orthonormal basis functions in spherical coordinates, where the angular dependence of …
An adaptive expectation–maximization algorithm with GPU implementation for electron cryomicroscopy
HD Tagare, A Barthel, FJ Sigworth - Journal of structural biology, 2010 - Elsevier
Maximum-likelihood (ML) estimation has very desirable properties for reconstructing 3D
volumes from noisy cryo-EM images of single macromolecular particles. Current …
volumes from noisy cryo-EM images of single macromolecular particles. Current …
Vibrational dynamics of icosahedrally symmetric biomolecular assemblies compared with predictions based on continuum elasticity
Coarse-grained elastic network models elucidate the fluctuation dynamics of proteins
around their native conformations. Low-frequency collective motions derived by simplified …
around their native conformations. Low-frequency collective motions derived by simplified …
SubspaceEM: A fast maximum-a-posteriori algorithm for cryo-EM single particle reconstruction
NC Dvornek, FJ Sigworth, HD Tagare - Journal of structural biology, 2015 - Elsevier
Single particle reconstruction methods based on the maximum-likelihood principle and the
expectation–maximization (E–M) algorithm are popular because of their ability to produce …
expectation–maximization (E–M) algorithm are popular because of their ability to produce …