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Updated: Jan 20, 2026

A Pathway Association Study Tool for GWAS Analyses of Metabolic Pathway Information
Published on: July 1, 2020
RADseq as a valuable tool for plants with large genomes-A case study in cycads
James A R Clugston1,2, Gregory J Kenicer2, Richard Milne1
1School of Biological Sciences, The University of Edinburgh, Edinburgh, UK.
Restriction site-associated DNA sequencing (RADseq) successfully generated numerous genome-wide markers for cycads, ancient plants with very large genomes. This cost-effective method provides valuable data for studying these unique species.
Area of Science:
- Genomics
- Plant Science
- Evolutionary Biology
Background:
- Full genome sequencing is challenging and expensive for organisms with large, complex genomes, such as cycads (Cycadales), which possess genomes up to 60 Gbp.
- Restriction site-associated DNA sequencing (RADseq) is a cost-effective method for identifying genome-wide markers in various organisms.
Purpose of the Study:
- To evaluate the effectiveness of RADseq, specifically the ezRAD protocol, for generating genome-wide markers across all 10 genera of Cycadales.
- To adapt and apply RADseq to cycads, overcoming challenges posed by their large genomes and high plastid numbers.
Main Methods:
- Applied ezRAD protocol to samples from all 10 Cycadales genera, including a specific dataset for Cycas calcicola (72 samples).
- Utilized existing plastid and mitochondrial genomes for read mapping to recover genomic regions.
- Performed de novo assembly to identify phylogenetically informative nuclear loci.
Main Results:
- Successfully recovered plastid, mitochondrial, and nuclear markers across all cycad genera.
- De novo assembly yielded up to 138,407 high-depth clusters and 1,705 informative loci per genus, with 4,421 loci for C. calcicola.
- Marker numbers were sufficient for downstream analyses and could be increased by adjusting assembly parameters.
Conclusions:
- Demonstrated the successful application of RADseq for generating a substantial number of genome-wide markers in cycads, despite their large genomes.
- The modified RADseq protocol is suitable for cycads and other organisms with large genomes, providing a valuable tool for genetic and evolutionary studies.
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