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Contamination detection in sequencing studies using the mitochondrial phylogeny.

Hansi Weissensteiner1, Lukas Forer1, Liane Fendt1

  • 1Institute of Genetic Epidemiology, Department of Genetics and Pharmacology, Medical University of Innsbruck, 6020 Innsbruck, Austria.

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|January 16, 2021
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Summary
This summary is machine-generated.

Within-species contamination in sequencing studies is a significant problem. Haplocheck is a new tool that uses only mitochondrial DNA (mtDNA) to accurately detect contamination, offering a faster alternative for large datasets.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Molecular Biology

Background:

  • Within-species contamination poses a significant challenge in genetic sequencing, particularly impacting mitochondrial DNA (mtDNA) studies.
  • Current methods for detecting contamination often rely on nuclear genome analysis, which is computationally intensive and unsuitable for large-scale mtDNA datasets.

Purpose of the Study:

  • To introduce haplocheck, a novel computational tool designed for detecting sample contamination using only mtDNA.
  • To evaluate haplocheck's accuracy and efficiency in identifying contamination in both targeted mtDNA and whole-genome sequencing data.

Main Methods:

  • Development of haplocheck, a tool requiring only mtDNA for contamination detection.
  • In silico simulations and experimental validation using amplicon mixtures.
  • Application of haplocheck to The 1000 Genomes Project Consortium data.

Main Results:

  • Haplocheck accurately detects mtDNA contamination, independent of phylogenetic distance within mixtures.
  • The tool functions effectively for both targeted mtDNA and whole-genome sequencing studies.
  • Analysis of The 1000 Genomes data demonstrated haplocheck's utility as a rapid proxy for nuclear DNA-based contamination detection, highlighting mitochondrial copy number as a key factor.

Conclusions:

  • Haplocheck provides an accurate and efficient method for detecting mtDNA contamination using only the mitochondrial genome.
  • The tool is valuable for large-scale sequencing projects and can serve as a fast proxy for nuclear DNA-based contamination assessment.
  • Haplocheck is accessible as a command-line tool and a cloud web service with interactive reporting features.