Login / Signup

Guidelines for using Bsoft for high resolution reconstruction and validation of biomolecular structures from electron micrographs.

J Bernard Heymann
Published in: Protein science : a publication of the Protein Society (2017)
Cryo-electron microscopy (cryoEM) is becoming popular as a tool to solve biomolecular structures with the recent availability of direct electron detectors allowing automated acquisition of high resolution data. The Bsoft software package, developed over 20 years for analyzing electron micrographs, offers a full workflow for validated single particle analysis with extensive functionality, enabling customization for specific cases. With the increasing use of cryoEM and its automation, proper validation of the results is a bigger concern. The three major validation approaches, independent data sets, resolution-limited processing, and coherence testing, can be incorporated into any Bsoft workflow. Here, the main workflow is divided into four phases: (i) micrograph preprocessing, (ii) particle picking, (iii) particle alignment and reconstruction, and (iv) interpretation. Each of these phases represents a conceptual unit that can be automated, followed by a check point to assess the results. The aim in the first three phases is to reconstruct one or more validated maps at the best resolution possible. Map interpretation then involves identification of components, segmentation, quantification, and modeling. The algorithms in Bsoft are well established, with future plans focused on ease of use, automation and institutionalizing validation.
Keyphrases
  • high resolution
  • electron microscopy
  • electronic health record
  • deep learning
  • machine learning
  • mass spectrometry
  • high throughput
  • big data
  • solar cells
  • current status
  • data analysis
  • clinical practice