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Interactive Analysis of Functional Residues in Protein Families

Morgan N. Price, Adam P. Arkin

2022mSystems12 citationsDOIOpen Access PDF

Abstract

For most microbes of interest, a genome sequence is available, but the function of its proteins is not known. Instead, proteins' functions are predicted from their similarity to other protein sequences. Within a protein's sequence, a few key residues are most important for function, such as catalyzing a chemical reaction or determining what it binds. But most function prediction tools do not take these key residues into account. We developed interactive tools for identifying functional residues in a protein sequence by comparing it to proteins with known functional residues. Our tools also make it easy to compare key residues across many similar proteins. This should help biologists check if a protein's function is predicted correctly, or to predict if groups of similar proteins have conserved functions.

Topics & Concepts

Functional analysisComputational biologyComputer scienceBiologyGeneticsGeneProtein Structure and DynamicsEnzyme Structure and FunctionMachine Learning in Bioinformatics
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