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Restriction associated DNA-genotyping at multiple spatial scales in Arabidopsis lyrata reveals signatures of pathogen-mediated selection
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Buckley, James, Holub, E. B., Koch, Marcus A., Vergeer, Philippine and Mable, Barbara K. (2018) Restriction associated DNA-genotyping at multiple spatial scales in Arabidopsis lyrata reveals signatures of pathogen-mediated selection. BMC Genomics, 19 (1). 496. doi:10.1186/s12864-018-4806-7 ISSN 1471-2164.
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Official URL: https://doi.org/10.1186/s12864-018-4806-7
Abstract
Background:
Genome scans based on outlier analyses have revolutionized detection of genes involved in adaptive processes, but reports of some forms of selection, such as balancing selection, are still limited. It is unclear whether high throughput genotyping approaches for identification of single nucleotide polymorphisms have sufficient power to detect modes of selection expected to result in reduced genetic differentiation among populations. In this study, we used Arabidopsis lyrata to investigate whether signatures of balancing selection can be detected based on genomic smoothing of Restriction Associated DNA sequencing (RAD-seq) data. We compared how different sampling approaches (both within and between subspecies) and different background levels of polymorphism (inbreeding or outcrossing populations) affected the ability to detect genomic regions showing key signatures of balancing selection, specifically elevated polymorphism, reduced differentiation and shifts towards intermediate allele frequencies. We then tested whether candidate genes associated with disease resistance (R-gene analogs) were detected more frequently in these regions compared to other regions of the genome.
Results:
We found that genomic regions showing elevated polymorphism contained a significantly higher density of R-gene analogs predicted to be under pathogen-mediated selection than regions of non-elevated polymorphism, and that many of these also showed evidence for an intermediate site-frequency spectrum based on Tajima's D. However, we found few genomic regions that showed both elevated polymorphism and reduced F among populations, despite strong background levels of genetic differentiation among populations. This suggests either insufficient power to detect the reduced population structure predicted for genes under balancing selection using sparsely distributed RAD markers, or that other forms of diversifying selection are more common for the R-gene analogs tested.
Conclusions:
Genome scans based on a small number of individuals sampled from a wide range of populations were sufficient to confirm the relative scarcity of signatures of balancing selection across the genome, but also identified new potential disease resistance candidates within genomic regions showing signatures of balancing selection that would be strong candidates for further sequencing efforts.
| Item Type: | Journal Article | |||||||||
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| Subjects: | Q Science > QK Botany | |||||||||
| Divisions: | Faculty of Science, Engineering and Medicine > Science > Life Sciences (2010- ) | |||||||||
| SWORD Depositor: | Library Publications Router | |||||||||
| Library of Congress Subject Headings (LCSH): | Arabidopsis -- Genetics, Arabidopsis -- Breeding, Plant genetics, Plant-pathogen relationships -- Genetic aspects, Plants -- Variation, Arabidopsis -- Disease and pest resistance | |||||||||
| Journal or Publication Title: | BMC Genomics | |||||||||
| Publisher: | BioMed Central Ltd. | |||||||||
| ISSN: | 1471-2164 | |||||||||
| Official Date: | 27 June 2018 | |||||||||
| Dates: |
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| Volume: | 19 | |||||||||
| Number: | 1 | |||||||||
| Article Number: | 496 | |||||||||
| DOI: | 10.1186/s12864-018-4806-7 | |||||||||
| Status: | Peer Reviewed | |||||||||
| Publication Status: | Published | |||||||||
| Access rights to Published version: | Open Access (Creative Commons) | |||||||||
| Date of first compliant deposit: | 19 July 2018 | |||||||||
| Date of first compliant Open Access: | 19 July 2018 | |||||||||
| RIOXX Funder/Project Grant: |
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