Workshop: Population Genomics in R

Workshops

This workshop cover analyses of plan pathological data from tools such as whole-genome variant calling and genotyping-by-sequencing or RADseq once variant call data are in hand. This workshop will not cover genome assembly, read mapping to reference genomes or the calling of variants.

Emerson Del Ponte https://twitter.com/edelponte
08-06-2018

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Taught at ICPP2018
July 28, 2018 (1 to 5PM) Boston USA

Analysis of population genetic data remains challenging, particularly in the genomics era. High throughput sequencing has resulted in the opportunity to sequence variants (SNPs, indels, etc.) at the genome scale. However, application of these technologies for the characterization of pathogens provides unique challenges. This workshop will focus on the kinds of analyses typically conducted by plant pathologists. It will cover analyses of data from tools such as whole-genome variant calling and genotyping-by-sequencing or RADseq once variant call data are in hand. This workshop will not cover genome assembly, read mapping to reference genomes or the calling of variants. Participants will gain hands-on experience with analysis of VCF data in R using data sets provided by instructors. We will use R packages such as adegenet, poppr, and vcfR. Basic familiarity with R is required.

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Text and figures are licensed under Creative Commons Attribution CC BY 4.0. Source code is available at https://github.com/openplantpathology/OpenPlantPathology, unless otherwise noted. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".