ArticleJournal of molecular biology2014
Systematic detection of internal symmetry in proteins using CE-Symm.
Article in Journal of molecular biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 49 citations in OpenAlex.
- GLMYsymm: inferring symmetry categories of protein complexes from single sequences using persistent GLMY homology.Briefings in bioinformatics · 2026Article
- Accurate detection of tandem repeats exposes ubiquitous reuse of biological sequences.Nucleic acids research · 2025Article
- Ig or Not Ig? That Is the Question: The Nucleating Supersecondary Structure of the Ig-Fold and the Extended Ig Universe.Methods in molecular biology (Clifton, N.J.) · 2025Article
- EncoMPASS: An encyclopedia of membrane proteins analyzed by structure and symmetry.Structure (London, England : 1993) · 2024Article
- Article
- General principles of secondary active transporter function.Biophysics reviews · 2022Review
- Topological and Structural Plasticity of the Single Ig Fold and the Double Ig Fold Present in CD19.Biomolecules · 2021Article
- Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors.PloS one · 2021Article
- Pseudo-Symmetric Assembly of Protodomains as a Common Denominator in the Evolution of Polytopic Helical Membrane Proteins.Journal of molecular evolution · 2020Article
- Study of the Expression Transition of Cardiac Myosin Using Polarization-Dependent SHG Microscopy.Biophysical journal · 2020Article
- MemSTATS: A Benchmark Set of Membrane Protein Symmetries and Pseudosymmetries.Journal of molecular biology · 2020Article
- Article
- Improved algorithms for quantifying the near symmetry of proteins: complete side chains analysis.Journal of cheminformatics · 2019Article
- Analyzing the symmetrical arrangement of structural repeats in proteins with CE-Symm.PLoS computational biology · 2019Article
- EncoMPASS: an online database for analyzing structure and symmetry in membrane proteins.Nucleic acids research · 2019Article
- Protodomains: Symmetry-Related Supersecondary Structures in Proteins and Self-Complementarity.Methods in molecular biology (Clifton, N.J.) · 2019Article
- Automated evaluation of quaternary structures from protein crystals.PLoS computational biology · 2018Article
- Article
- Investigation of protein quaternary structure via stoichiometry and symmetry information.PloS one · 2018Article
- Iodide Binding in Sodium-Coupled Cotransporters.Journal of chemical information and modeling · 2017Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
Symmetry is an important feature of protein tertiary and quaternary structures that has been associated with protein folding, function, evolution, and stability. Its emergence and ensuing prevalence has been attributed to gene duplications, fusion events, and subsequent evolutionary drift in sequence. This process maintains structural similarity and is further supported by this study. To further investigate the question of how internal symmetry evolved, how symmetry and function are related, and the overall frequency of internal symmetry, we developed an algorithm, CE-Symm, to detect pseudo-symmetry within the tertiary structure of protein chains. Using a large manually curated benchmark of 1007 protein domains, we show that CE-Symm performs significantly better than previous approaches. We use CE-Symm to build a census of symmetry among domain superfamilies in SCOP and note that 18% of all superfamilies are pseudo-symmetric. Our results indicate that more domains are pseudo-symmetric than previously estimated. We establish a number of recurring types of symmetry-function relationships and describe several characteristic cases in detail. With the use of the Enzyme Commission classification, symmetry was found to be enriched in some enzyme classes but depleted in others. CE-Symm thus provides a methodology for a more complete and detailed study of the role of symmetry in tertiary protein structure [availability: CE-Symm can be run from the Web at http://source.rcsb.org/jfatcatserver/symmetry.jsp. Source code and software binaries are also available under the GNU Lesser General Public License (version 2.1) at https://github.com/rcsb/symmetry. An interactive census of domains identified as symmetric by CE-Symm is available from http://source.rcsb.org/jfatcatserver/scopResults.jsp].
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.