Scinovex
article Open AccessTop 1% cited

AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models

Nucleic Acids Research · 2021 · Vol. 50(D1) · pp. D439–D444
Mihály VáradiStephen AnyangoMandar DeshpandeSreenath NairCindy NatassiaGalabina YordanovaDavid Yu YuanOana StroeGemma WoodAgata LaydonAugustin ŽídekTim GreenKathryn TunyasuvunakoolStig PetersenJohn JumperEllen ClancyRichard GreenAnkur VoraMira LutfiMichael FigurnovAndrew CowieNicole HobbsPushmeet KohliGerard J. KleywegtEwan BirneyDemis HassabisSameer Velankar

Abstract

Abstract The AlphaFold Protein Structure Database (AlphaFold DB, https://alphafold.ebi.ac.uk) is an openly accessible, extensive database of high-accuracy protein-structure predictions. Powered by AlphaFold v2.0 of DeepMind, it has enabled an unprecedented expansion of the structural coverage of the known protein-sequence space. AlphaFold DB provides programmatic access to and interactive visualization of predicted atomic coordinates, per-residue and pairwise model-confidence estimates and predicted aligned errors. The initial release of AlphaFold DB contains over 360,000 predicted structures across 21 model-organism proteomes, which will soon be expanded to cover most of the (over 100 million) representative sequences from the UniRef90 data set.

Protein Structure and DynamicsEnzyme Structure and FunctionMachine Learning in BioinformaticsBiologyPairwise comparisonSequence (biology)DatabaseVisualizationProtein structureComputational biologyProteomeBioinformaticsComputer science

Funding

  • DeepMind
Citations
7,976
FWCI
500.10
field-weighted impact
References
23
Percentile
100%
vs. same field & year
Citations per year
Cited by
A structural biology community assessment of AlphaFold2 applications
Nature Structural & Molecular Biology · 2022 · 674 citations
UniProt: the Universal Protein Knowledgebase in 2023
Nucleic Acids Research · 2022 · 6,616 citations
Fast and accurate protein structure search with Foldseek
Nature Biotechnology · 2023 · 2,136 citations
References
Pfam: The protein families database in 2021
Nucleic Acids Research · 2020 · 7,537 citations
UniProt: the universal protein knowledgebase in 2021
Nucleic Acids Research · 2020 · 6,937 citations
A structural biology community assessment of AlphaFold2 applications
Nature Structural & Molecular Biology · 2022 · 674 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.