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Related Concept Videos

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Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
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Benchmarking the MinION: Evaluating long reads for microbial profiling.

Robert Maximilian Leidenfrost1, Dierk-Christoph Pöther2, Udo Jäckel2

  • 1Department of Biotechnology and Chemistry, Mittweida University of Applied Sciences, Technikumplatz 17, 09648, Mittweida, Germany. robert.leidenfrost@hs-mittweida.de.

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|March 22, 2020
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Summary
This summary is machine-generated.

Nanopore DNA sequencing offers long reads for bacterial community analysis. This study benchmarks the MinION sequencer, achieving high accuracy for microbial community composition, aiding future data processing pipeline development.

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Area of Science:

  • Genomics
  • Bioinformatics
  • Microbiology

Background:

  • Nanopore DNA sequencing provides long reads, simplifying bacterial community analysis.
  • This technology is under continuous development, necessitating robust benchmarking for analysis protocols.

Purpose of the Study:

  • To assess the specificity and sensitivity of the MinION nanopore sequencer for microbial community composition.
  • To provide an open protocol and dataset for developing and benchmarking future bioinformatics pipelines.

Main Methods:

  • A dataset of twelve prokaryotic species across four samples was used in a blind study.
  • Taxonomic classification was performed directly on reads using Kraken, Kraken2, and Centrifuge.
  • Evaluation focused on specificity and sensitivity of nanopore sequencing for microbial identification.

Main Results:

  • High taxonomic assignment accuracy was achieved: up to 99.27% at genus level and 92.78% at species level.
  • True-positive classification of strains was enabled down to 25,000 genomes per sample.
  • Full genomic coverage was obtained for strains as low as 250,000 genomes per sample.

Conclusions:

  • Nanopore sequencing analysis effectively determines microbial community composition.
  • The presented data and protocol serve as a foundation for advancing nanopore-based microbial analysis.