3D-Beacons: decreasing the gap between protein sequences and structures through a federated network of protein structure data resources.

bioinformatics experimentally determined structures computationally predicted structures federated data network structural biology

Journal

GigaScience
ISSN: 2047-217X
Titre abrégé: Gigascience
Pays: United States
ID NLM: 101596872

Informations de publication

Date de publication:
30 11 2022
Historique:
received: 11 08 2022
revised: 20 09 2022
accepted: 11 11 2022
entrez: 30 11 2022
pubmed: 1 12 2022
medline: 3 12 2022
Statut: ppublish

Résumé

While scientists can often infer the biological function of proteins from their 3-dimensional quaternary structures, the gap between the number of known protein sequences and their experimentally determined structures keeps increasing. A potential solution to this problem is presented by ever more sophisticated computational protein modeling approaches. While often powerful on their own, most methods have strengths and weaknesses. Therefore, it benefits researchers to examine models from various model providers and perform comparative analysis to identify what models can best address their specific use cases. To make data from a large array of model providers more easily accessible to the broader scientific community, we established 3D-Beacons, a collaborative initiative to create a federated network with unified data access mechanisms. The 3D-Beacons Network allows researchers to collate coordinate files and metadata for experimentally determined and theoretical protein models from state-of-the-art and specialist model providers and also from the Protein Data Bank.

Identifiants

pubmed: 36448847
pii: 6854872
doi: 10.1093/gigascience/giac118
pmc: PMC9709962
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NHGRI NIH HHS
ID : R01 HG006677
Pays : United States
Organisme : NIGMS NIH HHS
ID : R35 GM130151
Pays : United States
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/S020071/1
Pays : United Kingdom

Informations de copyright

© The Author(s) 2022. Published by Oxford University Press GigaScience.

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Auteurs

Mihaly Varadi (M)

European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton CB10 1SA, UK.

Sreenath Nair (S)

European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton CB10 1SA, UK.

Ian Sillitoe (I)

Department of Structural and Molecular Biology, UCL, London WC1E 6BT, UK.

Gerardo Tauriello (G)

Biozentrum, University of Basel, Basel 4056, Switzerland.
Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.

Stephen Anyango (S)

European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton CB10 1SA, UK.

Stefan Bienert (S)

Biozentrum, University of Basel, Basel 4056, Switzerland.
Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.

Clemente Borges (C)

Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.
European Molecular Biology Laboratory, EMBL Hamburg, Hamburg 69117, Germany.

Mandar Deshpande (M)

European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton CB10 1SA, UK.

Tim Green (T)

DeepMind, London EC4A 3TW, UK.

Demis Hassabis (D)

DeepMind, London EC4A 3TW, UK.

Andras Hatos (A)

Department of Biomedical Sciences, University of Padova, Padova 35129, Italy.
Department of Oncology, Lausanne University Hospital, Lausanne 1015, Switzerland.
Department of Computational Biology, University of Lausanne, Lausanne 1015, Switzerland.
Swiss Institute of Bioinformatics, Lausanne 1015, Switzerland.
Swiss Cancer Center Leman, Lausanne 1005, Switzerland.

Tamas Hegedus (T)

Department of Biophysics and Radiation Biology, Semmelweis University, Budapest 1094, Hungary.

Maarten L Hekkelman (ML)

Netherlands Cancer Institute, Amsterdam 1066 CX, The Netherlands.

Robbie Joosten (R)

Netherlands Cancer Institute, Amsterdam 1066 CX, The Netherlands.

John Jumper (J)

DeepMind, London EC4A 3TW, UK.

Agata Laydon (A)

DeepMind, London EC4A 3TW, UK.

Dmitry Molodenskiy (D)

Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.
European Molecular Biology Laboratory, EMBL Hamburg, Hamburg 69117, Germany.

Damiano Piovesan (D)

Department of Biomedical Sciences, University of Padova, Padova 35129, Italy.

Edoardo Salladini (E)

Department of Biomedical Sciences, University of Padova, Padova 35129, Italy.

Steven L Salzberg (SL)

Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21205, USA.

Markus J Sommer (MJ)

Biomedical Engineering, Johns Hopkins University, Baltimore, MD 21205, USA.

Martin Steinegger (M)

School of Biology, Seoul National University, Seoul 82-2-880-6971, 6977, South Korea.

Erzsebet Suhajda (E)

Department of Biophysics and Radiation Biology, Semmelweis University, Budapest 1094, Hungary.

Dmitri Svergun (D)

Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.
European Molecular Biology Laboratory, EMBL Hamburg, Hamburg 69117, Germany.

Luiggi Tenorio-Ku (L)

Department of Biomedical Sciences, University of Padova, Padova 35129, Italy.

Silvio Tosatto (S)

Department of Biomedical Sciences, University of Padova, Padova 35129, Italy.

Andrew Mark Waterhouse (AM)

Biozentrum, University of Basel, Basel 4056, Switzerland.
Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.

Augustin Žídek (A)

DeepMind, London EC4A 3TW, UK.

Torsten Schwede (T)

Biozentrum, University of Basel, Basel 4056, Switzerland.
Computational Structural Biology, SIB Swiss Institute of Bioinformatics, Basel 4056, Switzerland.

Christine Orengo (C)

Department of Structural and Molecular Biology, UCL, London WC1E 6BT, UK.

Sameer Velankar (S)

European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton CB10 1SA, UK.

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Classifications MeSH