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Extension to the Crop Haplotypes website showing shared haplotypes between wheat genome assemblies. Enables mapping genomic regions of interest to the assemblies and calculate quality parameters such as alignment density or continuity

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jamonterotena/Haplotype-based-Pangenome-Wheat-Analysis

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Background

Extension to the Crop Haplotypes website that "provides an interactive graphic visualisation of the shared haplotypes between the wheat genome assemblies generated as part of the 10+ Wheat Genome Project (Brinton et al, 2020; Walkowiak et al, 2020).", that I produced as part of my Master thesis of the MSc. in Agrobiotechnology by the Justus Liebig University of Giessen.

Aim

These R scripts enable extracting useful quality properties from the genome assemblies, such as the alignment density or alignment continuity. These can be useful for decision-making on the haplotype information shown on the website, since this only allows a maximum resolution of 1 Mbp and combined chromosome level assemblies, which are highly dense in alignments, with scaffold-level assemblies, that are prone to regions with low alignment density.

Code

  • 'functions_hbpa.r' is required by every script in this repository

  • 'template_hbpa.r' can be used to personalize parameters and source the script. All the information will come up on the console and in plots

  • 'demonstration_rdma_hbpa.r' uses parameters from the haploblock RDMa, subject topic for the author's master thesis and can serve as an example of use

  • 'Haplotype-based Pangenome Analysis in Wheat.pdf' presents an overview from the last script's outcome

  • 'table_assembly_chr_length.txt' contains the chromosome length for all chromosomes in the 15 wheat assemblies

  • 'alignment_props_supplementary_hbpa.r' was used for the master thesis to generate data on alignment properties from all rds files obtained by Brinton and colleagues and to apply a statistical analysis to prove the effects of using scaffolds as query in pairwise comparisons

References

Brinton, J., Ramirez-Gonzalez, R. H., Simmonds, J., Wingen, L., Orford, S., Griffiths, S., 10 Wheat Genome Project, Haberer, G., Spannagl, M., Walkowiak, S., Pozniak, C., & Uauy, C. (2020). A haplotype-led approach to increase the precision of wheat breeding. Communications biology, 3(1), 712. https://doi.org/10.1038/s42003-020-01413-2

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Extension to the Crop Haplotypes website showing shared haplotypes between wheat genome assemblies. Enables mapping genomic regions of interest to the assemblies and calculate quality parameters such as alignment density or continuity

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