Litcius/Paper detail

A review of visualisations of protein fold networks and their relationship with sequence and function

Janan Sykes, Barbara R. Holland, Michael Charleston

2022Biological reviews/Biological reviews of the Cambridge Philosophical Society10 citationsDOIOpen Access PDF

Abstract

Proteins form arguably the most significant link between genotype and phenotype. Understanding the relationship between protein sequence and structure, and applying this knowledge to predict function, is difficult. One way to investigate these relationships is by considering the space of protein folds and how one might move from fold to fold through similarity, or potential evolutionary relationships. The many individual characterisations of fold space presented in the literature can tell us a lot about how well the current Protein Data Bank represents protein fold space, how convergence and divergence may affect protein evolution, how proteins affect the whole of which they are part, and how proteins themselves function. A synthesis of these different approaches and viewpoints seems the most likely way to further our knowledge of protein structure evolution and thus, facilitate improved protein structure design and prediction.

Topics & Concepts

Sequence spaceFold (higher-order function)Protein function predictionViewpointsComputational biologyBiologyProtein sequencingFunction (biology)Sequence (biology)Protein functionProtein structureSimilarity (geometry)Protein designEvolutionary biologyGeneticsComputer sciencePeptide sequenceArtificial intelligenceMathematicsGeneBiochemistryPhysicsProgramming languageAcousticsBanach spaceImage (mathematics)Pure mathematicsProtein Structure and DynamicsBioinformatics and Genomic NetworksMicrobial Metabolic Engineering and Bioproduction