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Updated: Mar 14, 2026

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Theory of prokaryotic genome evolution
Itamar Sela1, Yuri I Wolf1, Eugene V Koonin2
1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894.
Microbial genome size is not solely due to streamlining. New genes are generally adaptive, with their benefits diminishing as the genome grows, balancing gene acquisition and deletion.
Area of Science:
- Microbial genomics
- Evolutionary biology
- Population genetics
Background:
- Prokaryotic genomes are typically small and gene-dense.
- Genome compactness is often attributed to adaptive streamlining via purifying selection.
- This streamlining is thought to eliminate nonfunctional DNA due to its energetic cost.
Purpose of the Study:
- To investigate the evolutionary forces shaping microbial genome size.
- To reconcile the observed positive correlation between selection strength and genome size with existing models.
- To determine if genome compactness is solely due to selection against non-functional DNA.
Main Methods:
- Fitting genome size distributions of prokaryotes to mathematical models of population evolution.
- Analyzing the correlation between protein sequence evolution rates (dN/dS) and genome size.
- Comparing model predictions with empirical genomic data.
Main Results:
- A positive correlation exists between protein sequence selection strength and microbial genome size.
- Models where gene acquisition is slightly beneficial best fit genomic data.
- Genome size appears to be an equilibrium between gene acquisition benefits and deletion bias.
Conclusions:
- New genes acquired by prokaryotic genomes are, on average, adaptive.
- Genome size reflects an equilibrium between diminishing gene benefits and deletion bias.
- Tight gene packing results from deletion bias and purifying selection against non-coding DNA.
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