1. High-throughput microfluidic quantitative PCR system for the simultaneous detection of antibiotic resistance genes and bacterial and viral pathogens in wastewater.
- Author
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Shrestha, Sadhana, Malla, Bikash, and Haramoto, Eiji
- Subjects
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DRUG resistance in bacteria , *NOROVIRUSES , *VIRAL genes , *VIRAL diarrhea , *SEWAGE disposal plants , *SEWAGE , *BACTERIAL contamination - Abstract
Comprehensive data on bacterial and viral pathogens of diarrhea and studies applying culture-independent methods for examining antibiotic resistance in wastewater are lacking. This study aimed to simultaneously quantify antibiotic resistance genes (ARGs), class 1 integron-integrase (int1), bacterial and viral pathogens of diarrhea, 16S rRNA, and other indicators using a high-throughput quantitative PCR (HT-qPCR) system. Thirty-six grab wastewater samples from a wastewater treatment plant in Japan, collected three times a month between August 2022 and July 2023, were centrifuged, followed by nucleic acid extraction, reverse transcription, and HT-qPCR. Fourteen targets were included, and HT-qPCR was performed on the Biomark X9™ System (Standard BioTools). For all qPCR assays, R2 was ≥0.978 and the efficiencies ranged from 90.5% to 117.7%, exhibiting high performance. Of the 36 samples, 20 (56%) were positive for Norovirus genogroup II (NoV-GII), whereas Salmonella spp. and Campylobacter jejuni were detected in 24 (67%) and Campylobacter coli in 13 (36%) samples, with mean concentrations ranging from 3.2 ± 0.8 to 4.7 ± 0.3 log 10 copies/L. NoV-GII detection ratios and concentrations were higher in winter and spring. None of the pathogens of diarrhea correlated with acute gastroenteritis cases, except for NoV-GII, suggesting the need for data on specific bacterial infections to validate bacterial wastewater-based epidemiology (WBE). All samples tested positive for sul1 , int1 , and bla CTX-M , irrespective of season. The less explored bla NDM-1 showed a wide prevalence (>83%) and consistent abundance ranging from 4.3 ± 1.0 to 4.9 ± 0.2 log 10 copies/L in all seasons. sul1 was the predominant ARG, whereas absolute abundances of 16S rRNA, int1 , and bla CTX-M varied seasonally. int1 was significantly correlated with bla CTX-M in autumn and spring, whereas it showed no correlation with bla NDM-1 , questioning the applicability of int1 as a sole indicator of overall resistance determinants. This study exhibited that the HT-qPCR system is pivotal for WBE. [Display omitted] • HT-qPCR system successfully analyzed pathogens and ARGs in a single run. • NoV-GII concentration was linked with AGE cases but not bacterial pathogens. • Specific bacterial infection data could be useful for validation of bacterial WBE. • sul1 , bla CTX-M , an ESBL, and the less explored bla NDM-1 were widely prevalent. • int1 correlated with bla CTX-M in some seasons and did not correlate with bla NDM-1. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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