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MorphOT: transport-based interpolation between EM maps with UCSF ChimeraX

Journal Article · · Bioinformatics
 [1];  [2];  [3]
  1. Univ. of British Columbia, Vancouver, BC (Canada); Ecole Polytechnique, Palaiseau (France)
  2. SLAC National Accelerator Lab., Menlo Park, CA (United States). Linac Coherent Light Source (LCLS)
  3. Univ. of British Columbia, Vancouver, BC (Canada)

Cryogenic electron microscopy (cryo-EM) offers the unique potential to capture conformational heterogeneity, by solving multiple three-dimensional classes that co-exist within a single cryo-EM image dataset. To investigate the extent and implications of such heterogeneity, we propose to use an optimal-transport-based metric to interpolate barycenters between EM maps and produce morphing trajectories.

Research Organization:
SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
AC02-76SF00515
OSTI ID:
1811504
Journal Information:
Bioinformatics, Journal Name: Bioinformatics Journal Issue: 22-23 Vol. 36; ISSN 1367-4803
Publisher:
International Society for Computational Biology - Oxford University PressCopyright Statement
Country of Publication:
United States
Language:
English

References (7)

UCSF ChimeraX: Meeting modern challenges in visualization and analysis: UCSF ChimeraX Visualization System journal September 2017
A Convexity Principle for Interacting Gases journal June 1997
Mechanism of folding chamber closure in a group II chaperonin journal January 2010
Single-particle cryo-electron microscopy journal December 2015
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
Convolutional wasserstein distances: efficient optimal transportation on geometric domains journal July 2015
Hands on Methods for High Resolution Cryo-Electron Microscopy Structures of Heterogeneous Macromolecular Complexes journal May 2019

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