Genome heterogeneity drives the evolution of species
Mattia Miotto, Lorenzo Monacelli

TL;DR
This paper models how genome heterogeneity influences species evolution, showing that gene relevance variability can promote fitness increase and lead to speciation, contrasting with uniform relevance scenarios that cause mutational meltdown.
Contribution
It introduces a minimal lattice-based ecosystem model demonstrating the critical role of gene relevance heterogeneity in evolutionary dynamics and speciation.
Findings
Heterogeneous gene relevance enhances species fitness evolution.
Uniform relevance leads to mutational meltdown and extinction.
Spatial correlations and heterogeneity induce sympatric speciation.
Abstract
Most of the DNA that composes a complex organism is non-coding and defined as junk. Even the coding part is composed of genes that affect the phenotype differently. Therefore, a random mutation has an effect on the specimen fitness that strongly depends on the DNA region where it occurs. Such heterogeneous composition should be linked to the evolutionary process. However, the way is still unknown. Here, we study a minimal model for the evolution of an ecosystem where two antagonist species struggle for survival on a lattice. Each specimen possesses a toy genome, encoding for its phenotype. The gene pool of populations changes in time due to the effect of random mutations on genes (entropic force) and of interactions with the environment and between individuals (natural selection). We prove that the relevance of each gene in the manifestation of the phenotype is a key feature for…
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.
