Evaluating Quantitative Metagenomics for Environmental Monitoring of Antibiotic Resistance and Establishing Detection Limits
Metagenomics holds promise as a comprehensive, nontargeted tool for environmental monitoring. However, one key limitation is that the quantitative capacity of metagenomics is not well-defined. Here, we demonstrated a quantitative metagenomic technique and benchmarked the approach for wastewater-based surveillance of antibiotic resistance genes. To assess the variability of low-abundance oligonucleotide detection across sample matrices, we spiked DNA reference standards (meta sequins) into replicate wastewater DNA extracts at logarithmically decreasing mass-to-mass percentages (m/m%). Meta sequin ladders exhibited strong linearity at input concentrations as low as 2 × 10<sup>-3</sup> m/m% (<i>R</i><sup>2</sup> > 0.95), with little to no reference length or GC bias. At a mean sequencing depth of 94 Gb, the limits of quantification (LoQ) and detection were calculated to be 1.3 × 10<sup>3</sup> and 1 gene copy per μL DNA extract, respectively. In wastewater influent, activated sludge, and secondary effluent samples, 27.3, 47.7, and 44.3% of detected genes were ≤LoQ, respectively. Volumetric gene concentrations and log removal values were statistically equivalent between quantitative metagenomics and ddPCR for 16S rRNA, <i>intI</i>1, <i>sul</i>1, CTX-M-1, and <i>van</i>A. The quantitative metagenomics benchmark here is a key step toward establishing metagenomics for high-throughput, nontargeted, and quantitative environmental monitoring.
Authors
- Amy J. Pruden (ORCID: https://orcid.org/0000-0002-3191-6244)
- Benjamin C. Davis (ORCID: https://orcid.org/0000-0002-8752-6608)
- Peter J. Vikesland (ORCID: https://orcid.org/0000-0003-2654-5132)
Institutions
- Environmental Protection Agency (US)
- VA Office of Research and Development (US)
- Virginia Tech (US)
Publication Details
- Journal
- Environmental Science & Technology
- Published
- 2025-03-18
- DOI
- https://doi.org/10.1021/acs.est.4c08284
- Citations
- 8
- Primary Topic
- Pharmaceutical and Antibiotic Environmental Impacts
- Type
- article
- Field-Weighted Citation Impact
- 4.03
Funders
- Water Research Foundation
- Centers for Disease Control and Prevention
- Division of Graduate Education