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Updated: Jan 26, 2026

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Isolating and quantifying the role of developmental noise in generating phenotypic variation
Maria Kiskowski1, Tilmann Glimm2, Nickolas Moreno3
1University of South Alabama, Department of Mathematics and Statistics, Mobile, AL, United States of America.
Developmental noise significantly impacts phenotypic variation in leopard geckos. Mathematical simulations show that while genetic and environmental factors contribute more, developmental noise plays a substantial role in head color patterns.
Area of Science:
- Evolutionary biology
- Developmental biology
- Genetics
Background:
- Phenotypic variation arises from genotype, environment, and their interactions.
- Developmental noise, stochasticity during development, also contributes to phenotypic variation.
- Measuring developmental noise's role in evolution has been challenging due to technical difficulties and stabilizing mechanisms.
Purpose of the Study:
- To distinguish and quantify the contributions of genetic/environmental factors (LALI-type) versus developmental noise to phenotypic variation.
- To understand the role of stochasticity in shaping evolutionary trajectories.
- To analyze head color patterns in leopard geckos (Eublepharis macularius).
Main Methods:
- Utilized mathematical simulations to model random variation (developmental noise) in patterning.
- Modified simulation parameters representing LALI-type variation to replicate observed phenotypic variation.
- Focused on head color patterns of eight leopard geckos.
Main Results:
- Variation attributed to LALI-type factors exceeded that from developmental noise in the studied leopard geckos.
- Developmental noise was found to have a substantial effect on head color patterning.
- The study successfully separated the contributions of LALI-type variation and developmental noise.
Conclusions:
- The developed approach can quantify the role of stochasticity in phenotypic variation.
- Understanding developmental noise is crucial for a complete picture of evolutionary processes.
- This research provides a method to measure the impact of developmental noise in biological systems.
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