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High-throughput Selection of Human <i>de novo</i> -emerged sORFs with High Folding Potential

Margaux Aubel, Filip Buchel, Brennen Heames, Alun R. C. Jones, Ondřej Honc, Erich Bornberg‐Bauer, Klára Hlouchová

2024Genome Biology and Evolution9 citationsDOIOpen Access PDF

Abstract

De novo genes emerge from previously noncoding stretches of the genome. Their encoded de novo proteins are generally expected to be similar to random sequences and, accordingly, with no stable tertiary fold and high predicted disorder. However, structural properties of de novo proteins and whether they differ during the stages of emergence and fixation have not been studied in depth and rely heavily on predictions. Here we generated a library of short human putative de novo proteins of varying lengths and ages and sorted the candidates according to their structural compactness and disorder propensity. Using Förster resonance energy transfer combined with Fluorescence-activated cell sorting, we were able to screen the library for most compact protein structures, as well as most elongated and flexible structures. We find that compact de novo proteins are on average slightly shorter and contain lower predicted disorder than less compact ones. The predicted structures for most and least compact de novo proteins correspond to expectations in that they contain more secondary structure content or higher disorder content, respectively. Our experiments indicate that older de novo proteins have higher compactness and structural propensity compared with young ones. We discuss possible evolutionary scenarios and their implications underlying the age-dependencies of compactness and structural content of putative de novo proteins.

Topics & Concepts

BiologyFolding (DSP implementation)Selection (genetic algorithm)ThroughputComputational biologyEvolutionary biologyComputer scienceMachine learningTelecommunicationsElectrical engineeringEngineeringWirelessCell Image Analysis TechniquesCCD and CMOS Imaging SensorsAdvanced Fluorescence Microscopy Techniques