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In-silico enrichment of bacterial plasmids by chromosomal depletion using nanopore adaptive sampling

View ORCID ProfileJens-Uwe Ulrich, Lennard Epping, Tanja Pilz, Birgit Walther, Kerstin Stingl, Torsten Semmler, Bernhard Y. Renard
doi: https://doi.org/10.1101/2022.10.03.510741
Jens-Uwe Ulrich
1Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, 14482 Potsdam, Germany
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  • ORCID record for Jens-Uwe Ulrich
  • For correspondence: jens-uwe.ulrich@hpi.de bernhard.renard@hpi.de
Lennard Epping
3Genome Sequencing Unit (MF2), Robert Koch Institute, 13353 Berlin, Germany
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Tanja Pilz
3Genome Sequencing Unit (MF2), Robert Koch Institute, 13353 Berlin, Germany
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Birgit Walther
4Advanced Light and Electron Microscopy, Robert Koch Institute, 13353 Berlin, Germany
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Kerstin Stingl
5National Reference Laboratory for Campylobacter, Department of Biological Safety, German Federal Institute for Risk Assessment (BfR), 12277 Berlin, Germany
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Torsten Semmler
3Genome Sequencing Unit (MF2), Robert Koch Institute, 13353 Berlin, Germany
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Bernhard Y. Renard
1Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, 14482 Potsdam, Germany
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  • For correspondence: jens-uwe.ulrich@hpi.de bernhard.renard@hpi.de
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Abstract

Bacterial plasmids play a major role in the spread of antibiotic resistance genes. However, their characterization via DNA sequencing suffers from the small proportion of plasmid DNA in those samples. Although sample preparation methods can enrich the proportion of plasmid DNA before sequencing, these methods are expensive and laborious, and they might introduce a bias by enriching only for specific plasmid DNA sequences. Nanopore adaptive sampling could overcome these issues by rejecting uninteresting DNA molecules during the sequencing process. In this study, we assess the application of adaptive sampling for the enrichment of low abundant plasmids in known bacterial isolates using two different adaptive sampling tools. We further inspect potential cost savings for laboratories by utilizing adaptive sampling on reused or expired flow cells. We show that a significant enrichment can be achieved even on reused or expired flow cells. By applying adaptive sampling, we also improve the quality of de novo plasmid assemblies and reduce the sequencing time. Our experiments indicate that the choice of the read classification method and read lengths used for the classification influence the enrichment factor.

Competing Interest Statement

JUU and BYR have filed a patent application on selective nanopore sequencing approaches.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted October 04, 2022.
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In-silico enrichment of bacterial plasmids by chromosomal depletion using nanopore adaptive sampling
Jens-Uwe Ulrich, Lennard Epping, Tanja Pilz, Birgit Walther, Kerstin Stingl, Torsten Semmler, Bernhard Y. Renard
bioRxiv 2022.10.03.510741; doi: https://doi.org/10.1101/2022.10.03.510741
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In-silico enrichment of bacterial plasmids by chromosomal depletion using nanopore adaptive sampling
Jens-Uwe Ulrich, Lennard Epping, Tanja Pilz, Birgit Walther, Kerstin Stingl, Torsten Semmler, Bernhard Y. Renard
bioRxiv 2022.10.03.510741; doi: https://doi.org/10.1101/2022.10.03.510741

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