Scipion Flexibility Hub: an integrative framework for advanced analysis of conformational heterogeneity in cryoEM

Abstract

Understanding how structure and function meet to drive biological processes is progressively shifting the cryoEM field towards a more advanced analysis of macromolecular flexibility. Thanks to techniques such as single-particle analysis and electron tomography, it is possible to image a macromolecule in different states, information that can subsequently be extracted through advanced image-processing methods to build a richer approximation of a conformational landscape. However, the interoperability of all of these algorithms remains a challenging task that is left to users, preventing them from defining a single flexible workflow in which conformational information can be addressed by different algorithms. Therefore, in this work, a new framework integrated into Scipion is proposed called the Flexibility Hub. This framework automatically handles intercommunication between different heterogeneity software, simplifying the task of combining the software into workflows in which the quality and the amount of information extracted from flexibility analysis is maximized.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 16, 2023
Source ID
10.1107/s2059798323004497

Entities

People

  • Carlos Oscar Sanchez Sorzano
  • D. Herreros
  • I. Hamitouche
  • J. M. Carazo
  • James Krieger
  • Marcos Gragera
  • Mohamad Harastani
  • P. Conesa
  • R. Serrano Gutiérrez
  • Roberto Melero
  • Rémi Vuillemot
  • S. Jonic
  • Y. Fonseca

Organizations

  • Agence Nationale de la Recherche
  • Air Force Office of Scientific Research
  • GENCI
  • Horizon 2020
  • Ministry of Science of Spain
  • National Center for Scientific Research
  • National Institute of General Medical Sciences

Tags

Fields of Study

  • Computer science

Readers

  • Applied Combinatorial Optimization and Logic Circuit Design.
  • Database Systems and Applications
  • Molecular Genetics

Technology Areas

  • AI & ML
  • Microelectronics