SNP-based quantitative deconvolution of biological mixtures: application to the detection of cows with subclinical mastitis by whole-genome sequencing of tank milk

Genome Res. 2020 Aug;30(8):1201-1207. doi: 10.1101/gr.256172.119. Epub 2020 Jun 26.

Abstract

Biological products of importance in food (e.g., milk) and medical (e.g., donor blood-derived products) sciences often correspond to mixtures of samples contributed by multiple individuals. Identifying which individuals contributed to the mixture and in what proportions may be of interest in several circumstances. We herein present a method that allows to do this by shallow whole-genome sequencing of the DNA in mixed samples from hundreds of donors. We show the efficacy of the approach for the detection of cows with subclinical mastitis by analysis of farms' tank mixtures containing milk from as many as 500 cows.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Cattle
  • Cell Count / methods
  • Female
  • Gene Frequency / genetics
  • Genome / genetics*
  • Genotyping Techniques
  • Mass Screening / methods*
  • Mastitis / diagnosis*
  • Mastitis / genetics*
  • Milk
  • Polymorphism, Single Nucleotide / genetics
  • Whole Genome Sequencing / methods*