BMC Bioinformatics · 2015 · 25 citations · 21 references
Life SciencesBiochemistryBioinformaticsStructural BiochemistryStructural BioinformaticsStructural BiologyCryo-electron MicroscopyElectron MicroscopyMacromolecular Structure DeterminationMolecular VisualizationProtein StructureX-ray CrystallographyCryo-electron Microscopy ReconstructionElectron Density Map InterpretationElectron Density MappingHigh-resolution Electron MicroscopyMacromolecular Structure VisualizationProtein Structural AnalysisSimilarity MeasuresSimilarity Metrics
BACKGROUND: The Electron Microscopy DataBank (EMDB) is growing rapidly, accumulating biological structural data obtained mainly by electron microscopy and tomography, which are emerging techniques for determining large biomolecular complex and subcellular structures. Together with the Protein Data Bank (PDB), EMDB is becoming a fundamental resource of the tertiary structures of biological macromolecules. To take full advantage of this indispensable resource, the ability to search the database by structural similarity is essential. However, unlike high-resolution structures stored in PDB, methods for comparing low-resolution electron microscopy (EM) density maps in EMDB are not well established. RESULTS: We developed a computational method for efficiently searching low-resolution EM maps. The method uses a compact fingerprint representation of EM maps based on the 3D Zernike descriptor, which is derived from a mathematical series expansion for EM maps that are considered as 3D functions. The method is implemented in a web server named EM-SURFER, which allows users to search against the entire EMDB in real-time. EM-SURFER compares the global shapes of EM maps. Examples of search results from different types of query structures are discussed. CONCLUSIONS: We developed EM-SURFER, which retrieves structurally relevant matches for query EM maps from EMDB within seconds. The unique capability of EM-SURFER to detect 3D shape similarity of low-resolution EM maps should prove invaluable in structural biology.
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Helen M. Berman · Nucleic Acids Research · 2000 · 39.8K citations
Structure of the TRPV1 ion channel determined by electron cryo-microscopy
Maofu Liao, Erhu Cao, David Julius et al. · Nature · 2013 · 1.7K citations · Full text
Thomas Funkhouser, Patrick Min, Michael Kazhdan et al. · ACM Transactions on Graphics · 2003 · 946 citations