A first-principles model of early evolution: Emergence of gene families, species and preferred protein folds
Konstantin Zeldovich, Peiqiu Chen, Boris Shakhnovich, Eugene, Shakhnovich

TL;DR
This paper presents a microscopic physical model of early evolution demonstrating how stable protein structures, gene families, and species emerged through a process of exponential growth, structural diversity collapse, and power-law distributions.
Contribution
It introduces a first-principles model linking protein stability to early evolutionary dynamics, explaining the emergence of gene families and species.
Findings
Exponential population growth following discovery of stable proteins
Collapse of structural diversity into a few preferred proteins
Power-law distribution of protein fold lifetimes and gene family sizes
Abstract
In this work we develop a microscopic physical model of early evolution, where phenotype,organism life expectancy, is directly related to genotype, the stability of its proteins in their native conformations which can be determined exactly in the model. Simulating the model on a computer, we consistently observe the Big Bang scenario whereby exponential population growth ensues as soon as favorable sequence-structure combinations (precursors of stable proteins) are discovered. Upon that, random diversity of the structural space abruptly collapses into a small set of preferred proteins. We observe that protein folds remain stable and abundant in the population at time scales much greater than mutation or organism lifetime, and the distribution of the lifetimes of dominant folds in a population approximately follows a power law. The separation of evolutionary time scales between discovery…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
