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Measuring viability selection from prospective cohort mortality studies: A case study in maritime pine
Juan J Robledo-Arnuncio1, Gregor M Unger1,2,3
1Department of Forest Ecology & Genetics INIA-CIFOR Madrid Spain.
This study introduces a new statistical method to detect stage-specific viability selection in populations. The approach successfully identified genetic loci under selection in maritime pine seedlings, aiding in understanding adaptive potential.
Area of Science:
- Evolutionary Biology
- Population Genetics
- Genomics
Background:
- Stage-specific selection shapes adaptive potential across life cycles.
- Investigating selective mortality is crucial for understanding evolutionary processes.
- Existing methods often require individual tracking, limiting application in large cohorts.
Purpose of the Study:
- To develop and evaluate a neutrality test and Bayesian method for inferring stage-specific viability selection coefficients.
- To provide a method suitable for large natural or experimental cohorts where individual tracking is unfeasible.
- To analyze viability selection in early recruitment stages of maritime pine (Pinus pinaster).
Main Methods:
- Utilized sequential random genotypic samples from a longitudinal cohort mortality study within a generation.
- Applied a neutrality test and Bayesian inference to estimate stage-specific viability selection coefficients.
- Analyzed temporal genotypic frequency changes at 384 candidate-gene SNP loci in maritime pine seedlings.
Main Results:
- Numerical simulations showed the method can discriminate loci under strong viability selection and provide accurate coefficient estimates with large samples.
- The method's inference is compromised by sampling noise under weak selection.
- Five loci with allele frequency changes larger than expected were detected in maritime pine seedlings, suggesting roles in early survival.
Conclusions:
- The proposed statistical and sampling methods enable genomic scans of contemporary selection on specific life stages.
- The findings highlight the importance of stage-specific selection in natural populations.
- The study provides a powerful tool for evolutionary and ecological research.
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