Javascript must be enabled to continue!
A population genetics model explaining overdispersion in active transposable elements
View through CrossRef
Abstract
The number of transposable elements (TEs) per host genome varies within natural populations, with variance much greater than the mean. This pattern, known as overdispersion, conflicts with classical population genetic models based on the Poisson distribution, which predict equal mean and variance. To address this gap, we develop a stochastic model of TE dynamics using a bi-parental Moran process with recombination that explicitly accounts for core evolutionary forces: transposition, excision, and purifying selection. From this model, we derive analytical expressions for the mean and variance of the TE copy number. Our results show that overdispersion arises naturally when the transposition rate exceeds the product of the selection coefficient and the mean copy number, and that overdispersion increases with higher transposition rates. Additionally, we show that maintaining positive TE copy numbers at equilibrium, and thus sustaining overdispersion, requires a net transposition rate below approximately 0.5 insertions per copy per generation, a constraint satisfied by observed TE families to maintain genome stability. The derived overdispersion also accounts for the right-skewed, heavy-tailed distribution of copy numbers, capturing features that classical models fail to account for. A qualitative comparison of these predictions with data from 18 active TE families in 85
Drosophila melanogaster
strains confirms these patterns: all active TEs in the data exhibited overdispersion, with variances 2–10 times the mean and the distribution showing positive, or right skewness. Collectively, our findings reveal that TE distributions deviate from Poisson expectations and establish overdispersion as an inherent feature of TE population dynamics, providing a mechanistic framework for understanding the full distributional properties of TE copy numbers.
Title: A population genetics model explaining overdispersion in active transposable elements
Description:
Abstract
The number of transposable elements (TEs) per host genome varies within natural populations, with variance much greater than the mean.
This pattern, known as overdispersion, conflicts with classical population genetic models based on the Poisson distribution, which predict equal mean and variance.
To address this gap, we develop a stochastic model of TE dynamics using a bi-parental Moran process with recombination that explicitly accounts for core evolutionary forces: transposition, excision, and purifying selection.
From this model, we derive analytical expressions for the mean and variance of the TE copy number.
Our results show that overdispersion arises naturally when the transposition rate exceeds the product of the selection coefficient and the mean copy number, and that overdispersion increases with higher transposition rates.
Additionally, we show that maintaining positive TE copy numbers at equilibrium, and thus sustaining overdispersion, requires a net transposition rate below approximately 0.
5 insertions per copy per generation, a constraint satisfied by observed TE families to maintain genome stability.
The derived overdispersion also accounts for the right-skewed, heavy-tailed distribution of copy numbers, capturing features that classical models fail to account for.
A qualitative comparison of these predictions with data from 18 active TE families in 85
Drosophila melanogaster
strains confirms these patterns: all active TEs in the data exhibited overdispersion, with variances 2–10 times the mean and the distribution showing positive, or right skewness.
Collectively, our findings reveal that TE distributions deviate from Poisson expectations and establish overdispersion as an inherent feature of TE population dynamics, providing a mechanistic framework for understanding the full distributional properties of TE copy numbers.
Related Results
Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture–recapture
Effect of spatial overdispersion on confidence intervals for population density estimated by spatial capture–recapture
Abstract
Spatially explicit capture–recapture models are used widely to estimate the density of animal populations. The population is represented by an inhomogeneou...
Dealing with overdispersed count data in applied ecology
Dealing with overdispersed count data in applied ecology
Summary
The ability to identify key ecological processes is important when solving applied problems. Increasingly, ecologists are adopting Akaike's information criterion (AIC) as ...
Frequency of Common Chromosomal Abnormalities in Patients with Idiopathic Acquired Aplastic Anemia
Frequency of Common Chromosomal Abnormalities in Patients with Idiopathic Acquired Aplastic Anemia
Objective: To determine the frequency of common chromosomal aberrations in local population idiopathic determine the frequency of common chromosomal aberrations in local population...
Macroeconomic and Social Precursors of Suicide Rates in the Philippines: A Quantitative Analysis (Preprint)
Macroeconomic and Social Precursors of Suicide Rates in the Philippines: A Quantitative Analysis (Preprint)
BACKGROUND
Suicide is a complex, serious and multifaceted public health issue that poses significant challenges to societies worldwide. In fact, it represen...
Overdispersion
Overdispersion
AbstractCount data analyzed under a Poisson assumption or data in the form of proportions analyzed under a binomial assumption often exhibit overdispersion, where the empirical var...
Learning by Writing Explanations: Is Explaining to a Fictitious Student More Effective Than Self-Explaining?
Learning by Writing Explanations: Is Explaining to a Fictitious Student More Effective Than Self-Explaining?
Research demonstrated that oral explaining to a fictitious student improves learning. Whether these findings replicate in written contexts, and whether instructional explaining is ...
Perceived Gaps in Genetics Training Among Audiologists and Speech-Language Pathologists: Lessons From a National Survey
Perceived Gaps in Genetics Training Among Audiologists and Speech-Language Pathologists: Lessons From a National Survey
Purpose
The aim of this study was to assess knowledge, self-rated confidence, and perceived relevance of genetics in the clinical practice of audiologists and speech-la...
Population Genetics Models of Competition Between Transposable Element Subfamilies
Population Genetics Models of Competition Between Transposable Element Subfamilies
Abstract
Transposable elements are one of the major components of genomes. Some copies are fully efficient; i.e., they are able to produce the proteins needed for th...

