The Electron Microscopy Data Bank

Lead Research Organisation: European Bioinformatics Institute
Department Name: Protein Data Bank in Europe

Abstract

Cryo-Electron Microscopy, a microscopy technique in which electrons play the role of light in conventional microscopes, is a central technology in attempting to understand the inner workings of the living cell. It enables researchers to obtain images of cells and molecules, instantaenously frozen and embedded in an extremely thin layer of non-crystalline ice, at an extremely high resolution, at which the inner workings of the molecular machines that drive them can be discerned. The Electron Microscopy Data Bank (EMDB) is the central data bank for storing and distributing the three-dimensional images taken using advanced electron microscopy techniques with biological samples. Initiated in 2002 by Dr Kim Henrick, the head of the Macromolecular Structure Database group of the European Bioinformatics Institute (EBI) in Cambridge, it already contains over 500 structures of macromolecular objects, and is expected to rapidly grow over the coming years, as improvements in microscope and specimen-preparation technology take effect. It provides structural biologists world-wide with a resource for the deposition, distribution, and analysis of such images to facilitate their research and further the understanding of the basic mechanisms of life, which as an ultimate goal will contribute to an improved understanding of the mechanisms of health and disease in plants, animals, and humans. The data bank is operated as an interactive web site at which researchers submit their data for deposition. To maintain the high quality of the data, every submission is curated by an experienced curator, who supports the researches in matters of quality and technical correctness, and then made publicly available through a simple, user-friendly web site. Particular care is taken to collect accurate metadata, i.e. information about the experimental background, such as the protein or cell under investigation, the conditions of its preparation, information about the imaging process and a record of the computer programs applied to the image information to reconstruct the final three-dimensional information. In cooperation with the Open Microscopy Environment developed by Prof Jason Swedlow and colleagues at the University of Dundee, the interface will be further developed to provide enhanced capabilities to its users. The Open Microscopy Environment is a set of software tools aimed at researchers in light microscopy to support the managemant of large image data sets. The collaboration between EMDB and OME for the first time links researchers in light and in electron microscopy to create improved tools for public research image databases, and leverages the technologies developed in OME to improve the general user experience. A particular goal here is to extend the user interface to accept 'rich submissions', i.e. complex three-dimensional image sets that contain a variety of information. This might include in particular details of the atomic structure of proteins derived by 'fitting' known atomic structures into the images, or annotations informing on the putative locations of molecules in larger structures. New computational techniques in electron microscopy also produce image sets showing structural variations that proteins undergo when performing in biochemical processes, and thus directly contribute to understanding the molecular machines that drive the processes of life. The technology developed in this resource will not only benefit biologists who use the resource, but also serves as a testing ground for future public biological image databases. As imaging technology in many areas develops, it is less and less often the case that a single image captures all the information a researcher needs, and more and more often large sets of images have to be used and communicated between researchers. Image databases and the new field of bioimage informatics will play a major role in this.

Technical Summary

The Electron Microscopy Data Bank (EMDB) is the central resource for storing and distributing three-dimensional density maps of macromolecular complexes and sub-cellular structures derived from electron microscopy. It has at this time about 600 entries, a large number of which are high-resolution molecular structures derived from single-particle analysis, in which many images are combined computationally to improve resolution, and a smaller but growing number from cryo-electron tomography, in which the specimen is imaged from different directions to give a three-dimensional reconstruction of sub-cellular structures and macromolecular complexes in their native context. Improvements in specimen preparation, imaging technology, and computational processing of the images are expected to increase further the volume and quality of images derived from these technologies. In particular, cryo-electron tomography is expected to yield images of the orchestration of macromolecular complexes as they perform the molecular processes of life in the cell, thus bridging structural and cellular biology, and single-particle analysis has now reached a resolution at which the molecular structure of proteins can be solved. The goal of this project is to extend the EMDB deposition and retrieval system to deal with the increased quality and volume of image information. A novel aspect is the collaboration with the Open Microscopy Environment (OME), one of the major software tools for managing image databases in light microscopy. Combining the experience of EMDB in public scientific image databases with technologies in OME aimed at user-friendly web-based interfaces, in particular its visualization server and its metadata management, will not only maintain EMDB's technical and scientific excellence , but also serve as an example for future image databases that will arise from the rapidly developing bioimaging technology.

Publications

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Patwardhan A (2014) A 3D cellular context for the macromolecular world. in Nature structural & molecular biology

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Subramaniam S (2022) A paradigm shift in structural biology. in Nature methods

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Wood C (2015) Collaborative computational project for electron cryo-microscopy. in Acta crystallographica. Section D, Biological crystallography

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Patwardhan A (2012) Data management challenges in three-dimensional EM. in Nature structural & molecular biology

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Patwardhan A (2016) Databases and Archiving for CryoEM. in Methods in enzymology

 
Title EMDB-OMERO video introduction 
Description Demonstrates the features of the EMDB-OMERO prototype 
Type Of Art Film/Video/Animation 
Year Produced 2012 
Impact 785 views on Youtube 
URL http://www.youtube.com/watch?v=aXDK6owQovw
 
Description The major aim of this project is to further develop the deposition and retrieval interface of EMDB, in particular for new modes of electron microscopy (EM) that require more sophisticated support for richer datasets. Key developments include:
1) a web-based "slice" viewer that enables viewing of 2D sections of electron tomograms deposited to EMDB by the general public (e.g., http://www.ebi.ac.uk/pdbe/entry/EMD-1906/slice)
2) New search and browse service for emdb: http://pdbe.org/emsearch, http://pdbe.org/embrowse
3) Dynamic statistical analysis of EMDB entries: http://pdbe.org/emstats
4) A new 3D viewer (e.g., for EMD-2047: http://www.ebi.ac.uk/emdb-srv/atlas/2047_openastexviewer.html)
5) A new tool for the visual analysis of maps and map/model overlays (http://pdbe.org/emd-####/analysis where #### is the emd accession code, for instance 2047)
6) The look and feel of the EM pages at PDBe (http://pdbe.org/emdb) has been completely revamped to bring it in line with the general theme of the PDBe website
Exploitation Route The web based tools are available for use by the EM community and the general public. Our web usage stats show that all these services are increasing in usage. For example it is now quite common that people use our tools to generate (for example emsearch and emstats) to generate data for their own presentations as was demonstrated by the use of EMstats in 5 presentations at this year's 3DEM GRC.
Sectors Agriculture, Food and Drink,Chemicals,Healthcare,Pharmaceuticals and Medical Biotechnology

URL http://pdbe.org/emdb
 
Description The EMDB archive provides glimpses into the three dimensional structure of complex biological machines. Understanding how these machines work is essential for human health and for furthering our basic insight into molecular biology. In this project we have developed tools for searching and visualising this data which makes it much more accessible to the general public. The awareness of the importance of structural data is thus spread to a wider audience and the openly accessible web-based tools developed promote exploration and learning.
First Year Of Impact 2011
Sector Agriculture, Food and Drink,Chemicals,Digital/Communication/Information Technologies (including Software),Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Title Slice viewer for EMDB 
Description A slice viewer for viewing 2D images from a tomographic reconstruction (e.g., for EMD-1906: pdbe.org/emd-1906/slice). 
Type Of Material Improvements to research infrastructure 
Year Produced 2011 
Provided To Others? Yes  
Impact This is the only online viewer for EMDB tomograms. The url below is an example 
URL http://www.ebi.ac.uk/pdbe/entry/EMD-1906/slice
 
Title EMBrowse 
Description A web-based facetted browser for EMDB data. 
Type Of Material Data analysis technique 
Year Produced 2012 
Provided To Others? Yes  
Impact This was PDBe's first foray into using Solr to implement a search system with facetted browsing. The success prompted Dr Sameer Velankar at PDBe to use Solr to develop a search system for PDB data using Solr. This system is currently in testing and is expected to move into production in 2015. 
URL http://pdbe.org/embrowse
 
Title EMDB-OMERO prototype 
Description We have built a full working prototype of EMDB running within the OMERO framework (EMDB-OMERO) and imported the complete holdings of EMDB into this system (http://cvs.openmicroscopy.org.uk/snapshots/movies/omero-4-2/mov/Extending-OMERO-EMDB.mov). We have incorporated third-party EM analysis and visualisation packages (EMAN -currently being developed by one of the US partners in EMDataBank, the laboratory of Prof. Wah Chiu in Houston, Texas-, Spider, and IMOD) into OMERO, demonstrating the incorporation of EM analysis tools into this project. 
Type Of Material Data analysis technique 
Year Produced 2012 
Provided To Others? Yes  
Impact The pilot has helped us improve support for EM data in OMERO 
 
Title EMSearch 
Description A new search tool with a comprehensive range of search options for EMDB 
Type Of Material Data analysis technique 
Year Produced 2012 
Provided To Others? Yes  
Impact EMSearch is now the main tool for searching EMDB and web statistics show that the usage keep growing (7008 unique views in 2013 and ~ 8000 in 2014 up to Nov 12). 
URL http://pdbe.org/emsearch
 
Title EMStats 
Description A data-mining tool for EMDB with dynamic generation of statistics and charts. A new version of the 3D OpenAstexViewer (a 3D molecular structure and map viewer; e.g., for EMD-2047: pdbe.org/emd-2047/volume) with enhanced visualisation capabilities specifically for 3DEM maps, masks and models. This viewer is in production use at both PDBe and RCSB. 
Type Of Material Data analysis technique 
Year Produced 2011 
Provided To Others? Yes  
Impact EMStats is now often (3311 unique page views in 2013 and ~3400 views between 1 Jan and 12 Nov 2014) used to generate charts of trends in the EM field for conferences and papers 
URL http://pdbe.org/emstats
 
Title New data model for EMDB 
Description Several improvements have been made to the EMDB data model (pdbe.org/emschema). For instance, there are now controlled vocabularies for a number of elements such as microscopes and journal names. The data model is also being adapted for the new common deposition and annotation system for EMDB and PDB data, scheduled for public release in 2015. The data model will cover new data types and methodologies emerging in the EM field. 
Type Of Material Computer model/algorithm 
Year Produced 2011 
Provided To Others? Yes  
Impact This new datamodel enables the capture of much richer data in EMDB, particularly for cellular EM. 
URL http://pdbe.org/emschema
 
Title Visual analysis for EMDB 
Description A new tool for visual analysis of maps and map/model overlays. The visual analysis page for each entry can be accessed as: http://pdbe.org/emd-####/analysis, where emd-#### is the EMDB accession code, as an example for EMD-2047: http://pdbe.org/emd-2047/analysis. 
Type Of Material Data analysis technique 
Year Produced 2012 
Provided To Others? Yes  
Impact This is an important first publicly available tool for EM validation. It has helped raise the profile of the validation issue in the community 
 
Title Volume viewer for EMDB 
Description A new version of the 3D OpenAstexViewer (a 3D molecular structure and map viewer; e.g., for EMD-2047: pdbe.org/emd- 2047/volume) with enhanced visualisation capabilities specifically for 3DEM maps, masks and models. 
Type Of Material Data analysis technique 
Year Produced 2011 
Provided To Others? Yes  
Impact This is one of the few available 3D molecular viewers on the web that allows the threshold of the 3D EM reconstruction to be varied dynamically. This is important as the choice of the treshold is often very arbitrary. 
 
Title EM extensions to the BioFormats library 
Description The BioFormats library has now been extended to read several EM formats including MRC, Spider, Imagic, FEI, Gatan, Digital Micrograph, JEOL, and IMOD. 
Type Of Technology Software 
Year Produced 2011 
Impact No actual Impacts realised to date 
URL http://loci.wisc.edu/software/bio-formats
 
Title EMDB map-distribution format 
Description EMDataBank has defined and publicised the EMDB map-distribution format: ftp://ftp.ebi.ac.uk/pub/databases/emdb/doc/map_format/EMDB_mapFormat_v1.0.pdf. There are many subtle differences in how the CCP4/MRC format is interpreted by various applications. Defining the EMDB map-distribution format should reduce this confusion. 
Type Of Technology Software 
Year Produced 2009 
Open Source License? Yes  
Impact No actual Impacts realised to date 
URL http://ftp://ftp.ebi.ac.uk/pub/databases/emdb/doc/map_format/EMDB_mapFormat_v1.0.pdf
 
Description "EM Validation by wwPDB & EMDB", presentation at the EMBO Course "Cryo-Electron Microscopy and 3D Image Processing", EMBL Heidelberg, virtual, September 2020 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact "EM Validation by wwPDB & EMDB", presentation at the EMBO Course "Cryo-Electron Microscopy and 3D Image Processing", EMBL Heidelberg, virtual, September 2020
Year(s) Of Engagement Activity 2020
 
Description "EM data archiving", lecture Gerard Kleywegt and lectures and practical Osman Salih in the EM EMBO Course, Birkbeck, London, UK, September 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Contributed to this course for young EM practitioners.
Year(s) Of Engagement Activity 2019
 
Description "EMPIAR: recent developments and outlook", presentation Andrii Iudin at the 2nd CryoNet Annual Symposium, Stockholm, Sweden, October 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented recent developments and plans for EMPIAR, Volume Browser, Segmentation Annotation Tool, BioImage Archive Glue project
Year(s) Of Engagement Activity 2019
 
Description "Introduction to structural biology data", lecture Gerard Kleywegt, "Computational Structural Biology" course, EMBL-EBI, Cambridge, UK, September 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Taught in this course for young scientists with an interest in using structural biology data.
Year(s) Of Engagement Activity 2019
 
Description "Introduction to structural biology data", lecture, "Structural Bioinformatics" course, EMBL-EBI, virtual, November 2020 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact "Introduction to structural biology data", lecture, "Structural Bioinformatics" course, EMBL-EBI, virtual, November 2020
Year(s) Of Engagement Activity 2020
 
Description "Open EM Data (BIG and small)", invited talk Gerard Kleywegt at the EM-UK Meeting, Plymouth (UK), January 2020. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact "Open EM Data (BIG and small)", invited talk Gerard Kleywegt at the EM-UK Meeting, Plymouth (UK), January 2020.
Year(s) Of Engagement Activity 2020
 
Description "Structural data mining of high-resolution 3DEM maps in EMDB", oral talk at CCP4 WG2 meeting, Crick institute, London, UK, 2019 (by Andrei Istrate) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Gave an overview on the developed methods and tools for aminoacid motifs minig in EM maps and their application for validation and model bulding.
Year(s) Of Engagement Activity 2019
 
Description "Validation by EMDB and wwPDB", symposium on "Cryo-EM Validation in the Age of SARS-CoV-2: Methods, Tools and Applications", virtual, November 2020 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Validation by EMDB and wwPDB", symposium on "Cryo-EM Validation in the Age of SARS-CoV-2: Methods, Tools and Applications", virtual, November 2020
Year(s) Of Engagement Activity 2020
 
Description "What's new at EMDB and EMPIAR?", lecture Gerard Kleywegt at the CCP-EM Spring Symposium, Nottingham, UK, April 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gave an overview of new developments and plans concerning cryo-EM data archiving in PDB, EMDB and EMPIAR.
Year(s) Of Engagement Activity 2019
 
Description 1st Cryo Electron Microscopy and 3D Image Processing of Macromolecular Assemblies and Cellular Tomography (CEM3DIP), Thiruvananthapuram, India 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Talk on EMDB and EMPIAR
Year(s) Of Engagement Activity 2016
URL http://workshop.iisertvm.ac.in/cem3dip/index.php/welcome
 
Description 2018 International Conference of the Korean Society for Structural Biology 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation on EMDB and EMPIAR and discussions on collaborations with the South Korean community
Year(s) Of Engagement Activity 2018
 
Description 3DEM Gordon Research Conference, Rhode Island USA 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Poster presentation on EMDB and EMPIAR activities
Year(s) Of Engagement Activity 2018
URL https://www.grc.org/three-dimensional-electron-microscopy-conference/2018/
 
Description CCP-EM Icknield Model Building Workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk focusing on validation for cryo EM but also highlighting other resources for EMDB and EMPIAR
Year(s) Of Engagement Activity 2018
 
Description CCP-EM Spring Symposium 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk on EMDB and EMPIAR and plans
Year(s) Of Engagement Activity 2015
URL http://www.ccpem.ac.uk/courses.php
 
Description CCP-EM Spring Symposium 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact EMDB and EMPIAR presentation
Year(s) Of Engagement Activity 2016
 
Description CCP-EM Spring Symposium, Keele University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Talk and poster presentations on various aspects of the activities and plans relating to EMDB and EMPIAR
Year(s) Of Engagement Activity 2018
URL http://www.ccpem.ac.uk/training/spring_symposium_2018/spring_symposium.php
 
Description CEITEC Winter School 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Two invited lectures:

• "The wonderful world of structure archiving - What's happening and what's next?", invited lecture, CEITEC Winter School on Structural Cell Biology, Brno, Czech Republic, February 2015.

• "Applied common sense - The why, what and how of validation", invited lecture, CEITEC Winter School on Structural Cell Biology, Brno, Czech Republic, February 2015.
Year(s) Of Engagement Activity 2015
 
Description CNB Graduate Seminar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Presentation of PDBe work to students at: Centro Nacional de Biotechnología

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description CSHL course: X-Ray Methods in Structural Biology 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Invited lecture as well as two practicals and discussions with students in the course and fellow course instructors.
Year(s) Of Engagement Activity 2016
URL http://meetings.cshl.edu/courses.aspx?course=c-crys&year=16
 
Description Cryo EM and 3D Image Processing (CEM3DIP) course New Delhi 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Presentation on EMDB and EMPIAR to make audience aware of activities and resources available, plans for the future and how they could enhance their research by interacting with us.
Year(s) Of Engagement Activity 2018
URL http://meetings.embo.org/event/18-cem3dip
 
Description Cryo-EM 3D Image Analysis Symposium 2016: Data storage round-table, Tahoe, USA 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Discussion session on data storage: EMPIAR used as an example
Year(s) Of Engagement Activity 2016
 
Description Dynamo (subtomogram averaging software) Workshop, Basel 2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Workshop attended by Sanja Abbott. Important to understand needs of tomography community with regards to archiving
Year(s) Of Engagement Activity 2018
URL https://wiki.dynamo.biozentrum.unibas.ch/w/index.php/Basel_Dynamo_Workshop_2018
 
Description EMBO Practical Course: Cryo-Electron Microscopy and 3D Image Processing 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Presentation of EM resources at PDBe

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
URL http://www.pnas.org/content/109/7/2177.full.pdf+html
 
Description EMBO Practical Course: Cryo-Electron Microscopy and 3D Image Processing 2016 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk on EMDB and EMPIAR
Year(s) Of Engagement Activity 2016
URL http://www.embl.de/training/events/2016/CRY16-01/index.html
 
Description EMBO Practical Course: Image processing for cryo-electron microscopy 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk on EMDB and EMPIAR and engagement with students
Year(s) Of Engagement Activity 2015
URL http://events.embo.org/15-cryo-em/
 
Description EMBO practical course: Electron Tomography in Life Science 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Talk focusing on EMDB and tomography

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description Electron Microscopy meeting (host: Maya Topf), Birkbeck College 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Presentation of EM resources at PDBe, deposition system and plans

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description Expert workshop on "3D segmentations and transformations - building bridges between cellular and molecular structural biology" 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workshop to discuss segmentation/transformation formats and biological annotation
Year(s) Of Engagement Activity 2015
 
Description From 2D images to 3D structures: A practical course on Electron Microscopy Single Particle Analysis, I2PC, Madrid, Spain 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talks on EMDB and EMPIAR
Year(s) Of Engagement Activity 2016
 
Description Future prospects of the EMDB 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Talk on the plans for EMDB at PDBe

no actual impacts realised to date
Year(s) Of Engagement Activity 2011
 
Description G.J. Kleywegt, "Community recommendations on validating cryo-EM models and data", invited talk at IUCr XXV Congress (session "Validation of cryo-EM structures and maps"), Prague, CZ, virtual, August 2021 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Community recommendations on validating cryo-EM models and data", invited talk at IUCr XXV Congress (session "Validation of cryo-EM structures and maps"), Prague, CZ, virtual, August 2021
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=V4jkU1THo8o
 
Description GRC: Three-Dimensional Electron Microscopy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Discussion on use of EMPIAR for storage of primary data
Year(s) Of Engagement Activity 2015
URL http://www.grc.org/programs.aspx?id=10864
 
Description Inaugural lecture, Uppsala University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Inaugural lecture "Kritiskt tänkande för UNT-läsare och forskare"

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
 
Description Introduction of the expert workshop on Frontiers in Cryo-EM Validation organised by the Wellcome Trust-funded UK EM Validation Network 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Introduction of the expert workshop on Frontiers in Cryo-EM Validation organised by the Wellcome Trust-funded UK EM Validation Network", EMBL-EBI, Cambridge, UK, January 2019.
Year(s) Of Engagement Activity 2019
 
Description Invited speaker talk on Structural Biology Data Archiving at FEBS Congress 2018 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Structural biology data archiving - where are we and what lies ahead?", invited lecture, FEBS Congress, Prague, Czech Republic, July 2018.
Year(s) Of Engagement Activity 2018
 
Description Keynote lecture titled Supporting the bioimaging revolution 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Supporting the bio imaging revolution was presented as a keynote lecture at SCANDEM 2017 (68th Annual Conference of the Nordic Microscopy Society), Reykjavik, Iceland.
Year(s) Of Engagement Activity 2017
 
Description Kuo Symposium on Cryo EM 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Poster presentation anf participation in workshop
Year(s) Of Engagement Activity 2018
URL http://kuo2018.csp.escience.cn/dct/page/1
 
Description Lecture on Introduction to Structural Biology Data 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact A lecture on the Introduction to structural biology data, was presented as part of the Computational Structural Biology course at EMBL-EBI in Cambridge, UK.
Year(s) Of Engagement Activity 2017
 
Description Lecture on Structural Biology Data Archiving 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Structural biology data archiving - where are we and what lies ahead?", seminar, EMBL, Heidelberg, Germany, September 2018.
Year(s) Of Engagement Activity 2018
 
Description Lecture titled Structural Biology Data Archiving 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact A lecture titled Structural biology data archiving was presented as during a course on X-ray Methods in Structural Biology at the Cold Spring Habor Laboratory, Cold Spring Harbor, NY, USA.
Year(s) Of Engagement Activity 2017
 
Description London Structural Biology Club meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Forum for interaction with EM community members

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description NBIC interview with Gerard Kleywegt 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Interview on PDBe work

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description O. Salih - Talk & Practical: "EMDB & EMPIAR: Public Archiving of Cryo-EM Data"; Event - Bioinformatics Resources for Protein Biology 2022 (EMBL-EBI), Virtual, 22 February 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact O. Salih - Talk & Practical: "EMDB & EMPIAR: Public Archiving of Cryo-EM Data"; Event - Bioinformatics Resources for Protein Biology 2022
(EMBL-EBI), Virtual, 22 February 2022
Year(s) Of Engagement Activity 2021
URL https://www.ebi.ac.uk/training/events/bioinformatics-resources-protein-biology-2022/#vf-tabs__sectio...
 
Description O. Salih, J. Turner, G.J. Kleywegt - Talks & Practical: "EMDB & EMPIAR: Public Archiving of Cryo-EM Data"; Event - Structural Bioinformatics 2021 (EMBL-EBI), Virtual, 13 October 2021 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact O. Salih, J. Turner, G.J. Kleywegt - Talks & Practical: "EMDB & EMPIAR: Public Archiving of Cryo-EM Data"; Event - Structural Bioinformatics 2021 (EMBL-EBI), Virtual, 13 October 2021
Year(s) Of Engagement Activity 2021
URL https://www.ebi.ac.uk/training/materials/structural-bioinformatics-materials/day-3/emdb-and-empiar/
 
Description Organised "expert workshop on Frontiers in Cryo-EM Validation" with the Wellcome Trust-funded UK EM Validation Network partners, EMBL-EBI, Cambridge, UK, January 2019 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We organised this expert workshop to explore frontiers and community needs w.r.t. cryo-EM validation.
Year(s) Of Engagement Activity 2019
 
Description Organised expert workshop on EM data and validation on behalf of wwPDB, EMBL-EBI, UK, January 2020 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact We organised an international expert workshop to discuss deposition requirements and validation of cryo-EM data and models.
Year(s) Of Engagement Activity 2020
 
Description PDBe - Bringing Structure to Biology" and "Just because it's in Nature doesn't mean it's true, Meeting at GlaxoSmithKline R&D 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact PDBe work and validation

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description SBGrid interview with Gerard Kleywegt 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Structural biology interview

no actual impacts realised to date
Year(s) Of Engagement Activity 2012
 
Description School visit and presentation at Bar Hill School 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Public engagement presentation on microscopy to primary school students
Year(s) Of Engagement Activity 2018
 
Description Seminar at EMBL Hamburg 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact EMDB and EMPIAR - status, plans and challenges
Year(s) Of Engagement Activity 2016
 
Description Seminar at EMBL Heidelberg 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Public archiving of EM and bioimaging data: EMDB and EMPIAR
Year(s) Of Engagement Activity 2016
 
Description Seminar in Uppsala 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Invited lecture and follow-up discussion with local scientists and students.
Year(s) Of Engagement Activity 2016
 
Description Seminar in Vienna 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Invited lecture on "The wonderful world of structure archiving - what's happening and what's next?" as well as discussions with various local scientists and students.
Year(s) Of Engagement Activity 2016
 
Description Structural bioinformatics training course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Co-organiser of and lecturer in this practical course, interacting with students and fellow instructors.
Year(s) Of Engagement Activity 2016,2017,2018
URL http://www.ebi.ac.uk/training/events/2016/structural-bioinformatics-2016
 
Description Talk & Practical Session on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for Bioinformatics Resources for Protein Biology Course (Cambridge University) - April 2019 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Undergraduate students
Results and Impact Talk: Gave an overiview of the Cryo-EM field and the "resolution revolution", then showed statistics concerning EM Data coming into the PDB, EMDB & EMPIAR archives. Gave overviews of the resources we provide, and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data. Practical: Investigative Question & Answer session on using EMDB and EMPIAR resources, downloading data, visualising data & assessing the data quality.
Year(s) Of Engagement Activity 2019
 
Description Talk & Practical Session on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for Bioinformatics Resources for Protein Biology Course (EMBL-EBI) - February 2019 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Undergraduate students
Results and Impact Talk: Gave an overiview of the Cryo-EM field and the "resolution revolution", then showed statistics concerning EM Data coming into the PDB, EMDB & EMPIAR archives. Gave overviews of the resources we provide, and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data. Practical: Investigative Question & Answer session on using EMDB and EMPIAR resources, downloading data, visualising data & assessing the data quality.
Year(s) Of Engagement Activity 2019
 
Description Talk and tutorial at CCPN conference 2015 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact About 20 graduate students and postdocs and a few senior scientists attended a CCPN workshop on NMR data management. A. Gutmanas presented the wwPDB NMR validation reports and offered a tutorial on how these reports should be read and understood.
Year(s) Of Engagement Activity 2015
URL http://www.ccpn.ac.uk/meetings/upcoming-meetings/ccpn-conference-buxton-2015/pre-conference-workshop...
 
Description Talk on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for CCP-EM Icknield Model Building Workshop (RAL/DLS, Oxford) - April 2019 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk: Gave an overiview of the Cryo-EM field and the "resolution revolution", then showed statistics concerning EM Data coming into the PDB, EMDB & EMPIAR archives. Gave overviews of the resources we provide, and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data.
Year(s) Of Engagement Activity 2019
 
Description Talk on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for EMBO Practical Course CEM3DIP 2020 (IISER-Kolkata, India) - January 2020 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk: Gave an overview of the Cryo-EM field and the "resolution revolution", then showed statistics concerning EM Data coming into the PDB, EMDB & EMPIAR archives. Gave overviews of the resources we provide, and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data.
Year(s) Of Engagement Activity 2020
 
Description Talk on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for EMBO Practical Course for Cryo-EM Image Processing (Birkbeck) - September 2019 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk: Gave overviews of the resources we provide (PDBe, EMDB, EMPIAR), and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data.
Year(s) Of Engagement Activity 2019
 
Description Talk on "PDBe, EMDB & EMPIAR: Public Archiving of Cryo-EM Data" for Structural Bioinformatics Course (EMBL-EBI) - September 2019 (by Osman Salih) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk: Gave an overiview of the Cryo-EM field and the "resolution revolution", then showed statistics concerning EM Data coming into the PDB, EMDB & EMPIAR archives. Gave overviews of the resources we provide, and how to access, visualise and evaluate the quality of EM data. Also spoke about Validation reports and how to deposit EM data.
Year(s) Of Engagement Activity 2019
 
Description Talk: CCP4 Developers Meeting (2014) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact CCP4 developer meeting

Some of the developers have shown interest in the PDBe API and the CSD coordinate data
Year(s) Of Engagement Activity 2014
 
Description Talk: CSHL 'X-Ray Methods in Structural Biology' course, Cold Spring Harbor 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Talk on "Just because it's in Nature, doesn't mean it's true"

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
 
Description Talk: EBI-Wellcome Trust Summer School in Bioinformatics, Hinxton 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Work done by PDBe.

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
 
Description Talk: In silico discovery of molecular probes and drug-like compounds: success & challenges 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact Role of structural databases in drug discovery

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
 
Description Talk: LMB MRC, Cambridge 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Future prospects of the EMDB

no actual impacts realised to date
Year(s) Of Engagement Activity 2011
 
Description Talk: Modeling of Cryo-EM map Workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk http://www.ebi.ac.uk/pdbe/docs/news-events/14jan2010_gerard_em.pdf

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
URL http://www.ebi.ac.uk/pdbe/docs/news-events/14jan2010_gerard_em.pdf
 
Description Talk: The 14th Annual SBNet meeting, Sweden 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research or patient groups
Results and Impact The Protein Data Bank in Europe - Bringing Structure to Biology

no actual impacts realised to date
Year(s) Of Engagement Activity 2010
 
Description UK Structural Biology Forum meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Meeting to discuss national initiatives to deal with the surge in cryo-EM
Year(s) Of Engagement Activity 2015
URL https://www.structuralbiology.eu/networks/instruct-uk-network?tab=about
 
Description Univ of Copenhagen PhD Day (keynote speaker) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact Keynote speaker at the PhD Day of the Dept of Biology of the Univ of Copenhagen. Also interacted with students who presented posters as well as the PhD students who organised the PhD Day.
Year(s) Of Engagement Activity 2016
URL http://phdday.wixsite.com/2016
 
Description Wellcome Trust Cryo EM User Meeting 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Discussion on needs of the UK cryo EM community where the role of EMDB and EMPIAR were also highlighted and discussed.
Year(s) Of Engagement Activity 2018
 
Description Workshop on 3D solutions in Cryo-Electron Microscopy 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Talk on EMDB and EMPIAR and engagement with students
Year(s) Of Engagement Activity 2015
URL http://www.maastrichtuniversity.nl/web/Institutes/MaastrichtMultiModalMolecularImagingInstitute/Work...
 
Description Workshop on Computational Methods in Bio-imaging Sciences, National University of Singapore, Institute of Mathematical Sciences 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Introduction to EM and EM databases to a wider scientific post-grad audience
Year(s) Of Engagement Activity 2018
URL https://ims.nus.edu.sg/events/2017/data/wk3.php
 
Description Workshop on bioimaging and data annotation 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Discuss imaging formats
Year(s) Of Engagement Activity 2015
 
Description Workshop on metadata standards and data formats 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Discuss metadata standards for imaging data
Year(s) Of Engagement Activity 2015