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Fitness landscape of intrinsically disordered proteins

Project description

Moss piglets and their disordered proteins may help us respond to environmental stressors

For more than a century, protein function was thought to be very closely related to the complex three-dimensional (3D) structure resulting from the folding process, and this structure was considered to be largely immutable. In the last couple of decades, intrinsically disordered proteins (IDPs) have been turning that idea on its head. Recent estimates suggest that at least 15 % of proteins lack a fixed 3D structure under physiological conditions yet carry out important functions. Tardigrades, microscopic members of the animal kingdom also known as water bears or moss piglets, have IDPs that form glass-like solids, enabling these little guys to survive desiccation for up to a decade or longer. The EU-funded FLINDIP project is studying tardigrades and their IDPs for insight into how IDP genotypes relate to phenotypes. This work could point to ways to combat stressors and enhance the fitness of plants and animals in the coming years.

Objective

Mapping genotype to phenotype is a key problem of protein physics, evolutionary biology, biotechnology and medical genetics. In this project, we plan to focus on intrinsically disordered proteins, a large group of proteins whose genotype-phenotype connection is poorly understood. Such proteins do not adopt a unique native structure. Instead, they explore numerous conformations depending on external conditions. Recent bioinformatic analyses show that up to 15% of all proteins are intrinsically disordered.

The critical role of intrinsically disordered proteins in cellular functions and in the onset of pathological conditions generated significant interest for their study. Much effort has been devoted to map the effects of particular mutations on protein functionality. However, no attempt to systematically study the genotype-to-phenotype link in intrinsically disordered proteins has been made. Obtaining such information is essential for sharpening theoretical models of protein folding and molecular evolution, as well as for de novo design of intrinsically disordered proteins with improved activities.

The aim of this project is to experimentally measure and analyse, for the first time, the genotype-to-phenotype connection for several intrinsically disordered proteins by deep mutational scanning. We plan to focus on tardigrade proteins which are essential for their ability to survive complete desiccation. We plan to generate libraries of cells expressing hundreds of thousands of variants of these proteins and to perform competition assays to measure functionality of every variant in the library. We will then use a variety of approaches to analyse the dataset, including machine-learning algorithms to model the fitness of variants and to design new functional intrinsically disordered proteins.

Fields of science (EuroSciVoc)

Keywords

Programme(s)

Topic(s)

Funding Scheme

MSCA-IF - Marie Skłodowska-Curie Individual Fellowships (IF)

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Call for proposal

(opens in new window) H2020-MSCA-IF-2019

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Coordinator

IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE
Net EU contribution
€ 212 933,76
Address
SOUTH KENSINGTON CAMPUS EXHIBITION ROAD
SW7 2AZ London
United Kingdom
Region
London Inner London — West Westminster
Activity type
Higher or Secondary Education Establishments
Links
Total cost
€ 212 933,76