Water ResearchMicrobiologyPeer-reviewed journal article
Enhanced detection for antibiotic resistance genes in wastewater samples using CRISPR-enriched metagenomic method
Abstract
The spread of antibiotic resistance genes (ARGs) in the environment is a global public health concern. To date, over 5,000 genes have been identified to express resistance to antibiotics. ARGs are usually low in abundance for wastewater samples, making them difficult to detect. Metagenomic sequencing and quantitative polymerase chain reaction (qPCR), two conventional ARG detection methods, have low sensitivity and low throughput limitations, respectively. We developed a CRISPR-Cas9-modified next-generation sequencing (NGS) method to enrich the targeted ARGs during library preparation. The false negative and false positive of this method were determined based on a mixture of bacterial isolates with known whole-genome sequences. Low values of both false negative (2/1,208) and false positive (1/1,208) proved the methods reliability. We compared the results obtained by this CRISPR-NGS and the conventional NGS method for six untreated wastewater samples. As compared to the ARGs detected in the same samples using the regular NGS method, the CRISPR-NGS method found up to 1,189 more ARGs and up to 61 more ARG families in low abundances, including the clinically important KPC beta-lactamase genes in the six wastewater samples collected from different sources. Compared to the regular NGS method, the CRISPR-NGS method lowered the detection limit of ARGs from the magnitude of 10-4 to 10-5 as quantified by qPCR relative abundance. The CRISPR-NGS method is promising for ARG detection in wastewater. A similar workflow can also be applied to detect other targets that are in low abundance but of high diversity.
- Citations
- 30
- FWCI
- 2.82
- Field percentile
- top 8%
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
- Target-enriched metagenomics-informed qPCR detects rare, potentially dangerous β-lactamase genes in wastewater
Yuqing Mao, Nguyễn Tuấn Anh, … Thanh H. Nguyen·bioRxiv·Jul 21, 2025
- FLASH: A next-generation CRISPR diagnostic for multiplexed detection of antimicrobial resistance sequences
J. Quan, C. Langelier, … E. D. Crawford·bioRxiv·May 12, 2019
- Comparative analysis of culture- and ddPCR-based wastewater surveillance for carbapenem-resistant bacteria
Siyi Zhou, Esther G. Lou, … Lauren B. Stadler·Environmental Science Water Research & TechnologyPeer-reviewed·Aug 16, 2024
- Advancing antimicrobial resistance monitoring in surface waters with metagenomic and quasimetagenomic methods
A. Ottesen, B. Kocurek, … E. Strain·bioRxiv·Apr 22, 2022
- Multiplexed Amplicon Sequencing Reveals High Sequence Diversity of Antibiotic Resistance Genes in Quebec Sewers
C. Gibson, S. A. Kraemer, … D. Frigon·bioRxiv·Mar 6, 2023
- MagnaExtract, a novel magnetic bead-based extraction method for the molecular detection of antimicrobial resistance genes in fresh water.
Rachel Louise Byrne, Derek Cocker, … Thomas Edwards·Journal of Applied MicrobiologyPeer-reviewed·Aug 10, 2022