Litcius/Paper detail

Identification of a covert evolutionary pathway between two protein folds

Devlina Chakravarty, Shwetha Sreenivasan, Liskin Swint‐Kruse, Lauren L. Porter

2023Nature Communications34 citationsDOIOpen Access PDF

Abstract

Although homologous protein sequences are expected to adopt similar structures, some amino acid substitutions can interconvert α-helices and β-sheets. Such fold switching may have occurred over evolutionary history, but supporting evidence has been limited by the: (1) abundance and diversity of sequenced genes, (2) quantity of experimentally determined protein structures, and (3) assumptions underlying the statistical methods used to infer homology. Here, we overcome these barriers by applying multiple statistical methods to a family of ~600,000 bacterial response regulator proteins. We find that their homologous DNA-binding subunits assume divergent structures: helix-turn-helix versus α-helix + β-sheet (winged helix). Phylogenetic analyses, ancestral sequence reconstruction, and AlphaFold2 models indicate that amino acid substitutions facilitated a switch from helix-turn-helix into winged helix. This structural transformation likely expanded DNA-binding specificity. Our approach uncovers an evolutionary pathway between two protein folds and provides a methodology to identify secondary structure switching in other protein families.

Topics & Concepts

Identification (biology)CovertComputational biologyBiologyComputer scienceEvolutionary biologyBiological evolutionGeneticsBotanyLinguisticsPhilosophyRNA and protein synthesis mechanismsProtein Structure and DynamicsMachine Learning in Bioinformatics