Genome-wide association study of aphid abundance highlights a locus affecting plant growth and flowering in Arabidopsis thaliana
Data files
Aug 21, 2023 version files 32.14 MB
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AraAphidGWAS-main.zip
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README.md
Aug 21, 2023 version files 32.14 MB
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AraAphidGWAS-main.zip
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README.md
Abstract
README: AraAphidGWAS
Data and source codes for GWAS of aphid abundance on Arabidopsis thaliana. GWAS is done using the GWA-portal (https://gwas.gmi.oeaw.ac.at/).
Directory
data
This directory includes GWAS phenotypes and Arabidopsis mutant data. Other intermediate files will be created during the analysis with GWA-portal and R.
aphid_No_per_day.csv\
Aphid monitoring data. The headers include: Date: Survey date (yyyy.mm.dd); IndivID: Individual plant ID; gwasID: Accession ID for GWAS; aphid_wing: No. of winged aphids; aphid_wingless: No. of wingless aphids; aphid_total: total no. of aphids.AphidsNo.txt\
The number of aphids per plant in the laboratory experiment. The headers include: Gene and Mutant: The wild type (WT) or the mutant of AT3G13882; No.: Plant ID; size: Initial size (cm) just before aphid release; Flowering: Days until flowering; t1-4: No. of aphids at t1, 2, 3, and 4 = 3, 7, 10 and 14 days after the release, respectively.AtZurich2018aphidsGWAportal_data.csv\
The input phenotype data for the GWA-portal. The headers include: gwasID: Accession ID for GWAS; Bolting: Presence (1) or absence (0) of bolting 2-wk after transplanting to the field; log_BbLe_max: Aphid abundance represented by the log(x+1)-transformed number of aphids (Lipaphis erysimi and Brevicoryne brassicae) per plant.
figures
This directory includes original images, output figures from R, and figures used for the manuscript.
original_GelDoc 2022-10-27 10hr 48min.tif\
An original gel image of sqRT-PCR experiments.FigS_gel_annotation.tiff\
Annotated gel image of sqRT-PCR experiments. The primer information is available in the supplementary tables of the manuscript.mutantPhoto.png\
A photograph of the wild type and mutant plant cultivated in the lab.AT3G13882.pdf\
Annotations on the ribosomal gene AT3G13882 made using QIAGEN CLC Main Workbench.database_snapshot.png\
Browsing results of GWA-portal phenotypes and 1001 Genome Viewer near Chr3-4579292.
scripts
This directory includes R scripts for the analysis of GWAS outputs and Arabidopsis mutant data.
GWAp_output.R\
R script to prepare the input file of GWA-portal, summarize aphid abundance in the field, analyze output from GWA-portal, and depict GWAS plots. Run the GWA-portal before depicting GWAS plots.aphid.R\
R script to analyze and visualize the results laboratory experiments using aphids and Arabidopsis mutants.