Nucleic Acids ResearchMicrobiologyPeer-reviewed journal article
Rapid resistome mapping using nanopore sequencing
Eric van der Helm, Lejla Imamovic, Mostafa M Hashim M. Ellabaan, Willem van Schaik, Anna Koza, Morten Otto Alexander O. A. Sommer
Abstract
The emergence of antibiotic resistance in human pathogens has become a major threat to modern medicine and in particular hospitalized patients. The outcome of antibiotic treatment can be affected by the composition of the gut resistome either by enabling resistance gene acquisition of infecting pathogens or by modulating the collateral effects of antibiotic treatment on the commensal microbiome. Accordingly, knowledge of the gut resistome composition could enable more effective and individualized treatment of bacterial infections. Yet, rapid workflows for resistome characterization are lacking. To address this challenge we developed the poreFUME workflow that deploys functional metagenomic selections and nanopore sequencing to resistome mapping. We demonstrate the approach by functionally characterizing the gut resistome of an ICU patient. The accuracy of the poreFUME pipeline is >97 % sufficient for the reliable annotation of antibiotic resistance genes. The poreFUME pipeline provides a promising approach for efficient resistome profiling that could inform antibiotic treatment decisions in the future.
- organism: human
- assay: metagenomics
- research focus: variant calling
- approach: deep learning
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Application of nanopore sequencing to identify antimicrobial resistance genes, mobile genetic elements and virulence factors in clinical isolates
R. Kimani, S. Musundi, … J. Gitaka·bioRxiv·Oct 25, 2023
- Tracking of antibiotic resistance transfer and rapid plasmid evolution in a hospital setting by Nanopore sequencing
Silke Peter, Mattia Bosio, … Stephan Ossowski·mSpherePeer-reviewed·Aug 18, 2020
- PathoResist AI: A One-Click Web Platform for Rapid Pathogen Resistance Analysis Based on the all_ratio Algorithm
Guoqin Mai, Ying Jun Dai·bioRxiv·Feb 13, 2026
- Rapid profiling of drug-resistant bacteria using DNA-binding dyes and a nanopore-based DNA sequencer
A. Ohno, K. Umezawa, … T. Imanishi·bioRxiv·Oct 9, 2020
- Benchmarking nanopore-based strategies for antimicrobial resistance prediction
Natalie Ring, Alison S. Low, … J. Ross Fitzgerald·bioRxiv·Aug 27, 2026
- Streaming algorithms for identification of pathogens and antibiotic resistance potential from real-time MinION sequencing
Minh Duc Cao, Devika Ganesamoorthy, … Lachlan Coin·bioRxiv·Apr 6, 2016