Protein Function Prediction

Abstract

Protein function is a concept that can have different interpretations in different biological contexts, and the number and diversity of novel proteins identified by large-scale "omics" technologies poses increasingly new challenges. In this review we explore current strategies used to predict protein function focused on high-throughput sequence analysis, as for example, inference based on sequence similarity, sequence composition, structure, and protein-protein interaction. Various prediction strategies are discussed together with illustrative workflows highlighting the use of some benchmark tools and knowledge bases in the field.

Keywords: Bioinformatics; Biological databases; Database sequence similarity search; Homology; Ontology; Phylogeny; Protein domains; Protein families; Protein function.