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SQGSeattle2023-Dodds.pdf (1.69 MB)

Allowing for non-binomial sampling of alleles in sequencing-based genotypes

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conference contribution
posted on 2024-01-15, 20:08 authored by Ken DoddsKen Dodds, Alan McCulloch, Rudiger BrauningRudiger Brauning, Tracey Van StijnTracey Van Stijn, Michael Bates, Shannon ClarkeShannon Clarke

Outline

  • Analysis of Genotyping By Sequencing (GBS) data
  • How can we detect insufficient deduplication without “gold-standard” inbreeding estimates?
  • Can we make adjustments later in the analysis process (without flowcell position information)?

Conclusions

  • Deduplication is a useful tool with patterned flowcells
  • But parameter settings unclear
  • Using non-binomial allele sampling models can correct remaining examp duplication effects
  • Suitable training sets needed to parametrize models
  • Assaying libraries across 2 lanes of a flowcell provides suitable data

History

Rights statement

This is an open-access output. It may be used, distributed or reproduced in any medium, provided the original author and source are credited.

Publication date

2023-07-14

Project number

  • 49050

Language

  • English

Does this contain Māori information or data?

  • No

Publisher

AgResearch Ltd

Conference name

2023 Symposium in Statistical and Quantitative Genetics

Conference location

Seattle, Washington

Conference start date

2023-07-14

Conference end date

2023-07-16

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