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Focusing the GWAS Lens on days to flower using latent variable phenotypes derived from global multi-environment trials. The Plant Genome. (2022) e20269.

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Utilizing multi-environment trials to improve genome-wide association studies and our understanding of crop adaptation: a case study with lentil (Lens culinaris Medik.)

Derek Michael Wright derek.wright@usask.ca 19-02-2021


Derek Wright, Sandesh Neupane, … and Kirstin E. Bett. (2021) Utilizing multi-environment trials to improve genome-wide association studies and our understanding of crop adaptation: a case study with lentil (Lens culinaris Medik.). Journal??. .


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Source Code Vignette (GWAS_Phenology_Vignette.html)

Contents

AGILE Project

Collaborators

  • Department of Plant Sciences and Crop Development Centre, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
  • UTAZ

Sponsors

  • Saskatchewan Pulse Growers Association
  • Western Grains Research Foundation
  • GenomePrairie
  • GenomeCanada
  • Saskatchewan Ministry of Agriculture

Figures

Figure 1

Additional/Figure_01_plotly.html


Figure 2


Figure 3


Figure 4


Figure 5

Additional/Figure_05_a_plotly.html

Additional/Figure_05_b_plotly.html

Additional/Figure_05_c_plotly.html


Figure 6

Additional/Figure_06_c_plotly.html


Supplemental Tables

Supplemental Table 1

Supplemental_Table_01.csv


Supplemental Figures

Supplemental Figure 1

Additional/Supplemental_Figure_01_plotly.html


Supplemental Figure 2


Supplemental Figure 3


Additional Figures

Phenotype Data


Grouped Manhattan Plots

DTF Temperate


DTF South Asia


DTF Mediterranean


Tf and Tc


Pf and Pc


PCA + abc Coefficients


Facetted & Multi-Modeled Manhattan Plots



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Focusing the GWAS Lens on days to flower using latent variable phenotypes derived from global multi-environment trials. The Plant Genome. (2022) e20269.

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