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Updated: Dec 10, 2025

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Determining the Likelihood of Variant Pathogenicity Using Amino Acid-level Signal-to-Noise Analysis of Genetic Variation
Published on: January 16, 2019
11.2K
Canalization and Robustness in Human Genetics and Disease
Greg Gibson1, Kristine A Lacek1
1School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia 30332, USA;
Annual Review of Genetics
|September 2, 2020
Summary
Canalization minimizes disease by stabilizing populations. Decanalization, its reverse, may increase disease prevalence during rapid change, but new genetic tools enable empirical study.
Area of Science:
- Evolutionary biology
- Genetics
- Disease ecology
Background:
- Canalization is the evolutionary process minimizing population deviation from optimal traits and disease.
- Decanalization, the reverse process, may explain rising disease prevalence amid rapid environmental, cultural, or genetic shifts.
- Distinguishing population canalization from individual robustness is crucial for understanding disease dynamics.
Purpose of the Study:
- To review the concepts of canalization and decanalization in evolutionary and disease contexts.
- To evaluate existing evidence for decanalization across human traits and diseases.
- To explore the potential of new genetic risk assessment tools for studying canalization's role in disease prevention.
Main Methods:
- Literature review defining canalization and robustness.
- Examination of genetic evidence for genotype-by-environment interactions related to three continuous traits and six disease domains.
- Consideration of rare and common genetic variants' contributions to congenital and adult-onset diseases using a novel 'kerplunk' model.
Main Results:
- Current genetic evidence for genotype-by-environment interactions is insufficient to strongly infer decanalization.
- Genome-wide polygenic risk scores offer a new empirical approach to assess canalization's impact on disease.
- The 'kerplunk' model provides a framework for analyzing genetic variant contributions to disease.
Conclusions:
- Decanalization is a plausible contributor to increased disease prevalence during periods of rapid change.
- Advances in polygenic risk assessment enable empirical testing of canalization's role in disease prevention.
- Further research is needed to fully elucidate the genetic architecture of canalization and its implications for public health.
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