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Published on: October 11, 2018
Data and theory point to mainly additive genetic variance for complex traits
William G Hill1, Michael E Goddard, Peter M Visscher
1Institute of Evolutionary Biology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom. w.g.hill@ed.ac.uk
Most genetic variation for complex traits is additive, not non-additive. This study explains why, even with gene interactions, variance remains predominantly additive, impacting evolutionary and medical research.
Area of Science:
- Evolutionary biology
- Genetics
- Quantitative genetics
Background:
- The relative importance of additive versus non-additive genetic variation for complex traits is a key question in biology.
- While gene networks suggest epistasis is significant, empirical data often show predominantly additive genetic variance.
Purpose of the Study:
- To resolve the paradox between theoretical expectations of epistasis and empirical observations of additive genetic variance.
- To investigate the contribution of non-additive genetic variation to complex traits.
Main Methods:
- Review of empirical studies on genetic variance components.
- Theoretical modeling based on allele frequency distributions under population genetic models (neutral and non-neutral).
Main Results:
- Empirical evidence consistently shows additive variance constitutes the majority, often near 100%, of total genetic variance.
- Theoretical models demonstrate how additive variance can dominate even when gene-level interactions (epistasis) are present.
Conclusions:
- Gene-level interactions (epistasis) are unlikely to translate into substantial non-additive variance at the phenotypic level.
- Additive genetic variance is the primary driver of heritable variation for complex traits across diverse species.
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