Bacterial Communities and Resistance and Virulence Genes in Hospital and Community Wastewater: Metagenomic Analysis

Metagenomic studies have made it possible to deepen the analysis of the abundance of bacterial populations that carry resistance and virulence determinants in the wastewater environment. In this study, a longitudinal collection of samples of community and hospital wastewater from August 2021 to September 2022 was obtained. Shotgun metagenomic sequencing and bioinformatic analysis were performed to characterize the bacterial abundance, antimicrobial resistance genes (ARGs), plasmids, and virulence factor genes (VFGs) contained in the wastewater. The microbial composition of the community and hospital wastewater showed that the most abundant bacterial phyla detected in all samples were: <i>Proteobacteria</i>, <i>Bacteroides</i>, <i>Firmicutes</i>, <i>Campylobacterota</i>, and <i>Actinobacteria</i>. Seasonal differences in the relative abundances of species, ARGs, plasmids, and VFGs were observed. In this study, a total of 270 ARGs were detected, and it was found that the absolute abundance of ARGs only showed a 39% reduction in the treated wastewater. Furthermore, the ARGs detected in this study were found to encode resistance to antibiotics of the last choice. Our results showed that plasmids carrying resistance genes were more abundant in raw wastewater, and 60% more abundant in hospital wastewater compared to community wastewater. Several of the VFGs detected in this study encode for adhesion, motility, and biofilm formation, which likely allows bacteria to remain and persist in the wastewater environment and survive WWTP treatment systems, thus managing to escape into the environment via treated wastewater.

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Journal
International Journal of Molecular Sciences
Published
2025-02-26
DOI
https://doi.org/10.3390/ijms26052051
Citations
5
Primary Topic
Antibiotic Resistance in Bacteria
Type
article
Field-Weighted Citation Impact
2.96
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article

Bacterial Communities and Resistance and Virulence Genes in Hospital and Community Wastewater: Metagenomic Analysis

Celia Alpuche‐Aranda, Edgar Aguilar-Vera, Elizabeth Ernestina Godoy-Lozano, María Elena Velázquez-Meza et al.
5 citations
International Journal of Molecular Sciences
Antibiotic Resistance in Bacteria
2.96
article

Bacterial Communities and Resistance and Virulence Genes in Hospital and Community Wastewater: Metagenomic Analysis

Celia Alpuche‐Aranda, Edgar Aguilar-Vera, Elizabeth Ernestina Godoy-Lozano, María Elena Velázquez-Meza, Berta Alicia Carrillo-Quiroz, Alfredo Ponce‐de‐León, Miriam Bobadilla-del-Valle, Miguel Galarde-López, Patricia Cornejo‐Juárez, Consuelo Velazquez Acosta
article en
5 citations

Abstract

Metagenomic studies have made it possible to deepen the analysis of the abundance of bacterial populations that carry resistance and virulence determinants in the wastewater environment. In this study, a longitudinal collection of samples of community and hospital wastewater from August 2021 to September 2022 was obtained. Shotgun metagenomic sequencing and bioinformatic analysis were performed to characterize the bacterial abundance, antimicrobial resistance genes (ARGs), plasmids, and virulence factor genes (VFGs) contained in the wastewater. The microbial composition of the community and hospital wastewater showed that the most abundant bacterial phyla detected in all samples were: <i>Proteobacteria</i>, <i>Bacteroides</i>, <i>Firmicutes</i>, <i>Campylobacterota</i>, and <i>Actinobacteria</i>. Seasonal differences in the relative abundances of species, ARGs, plasmids, and VFGs were observed. In this study, a total of 270 ARGs were detected, and it was found that the absolute abundance of ARGs only showed a 39% reduction in the treated wastewater. Furthermore, the ARGs detected in this study were found to encode resistance to antibiotics of the last choice. Our results showed that plasmids carrying resistance genes were more abundant in raw wastewater, and 60% more abundant in hospital wastewater compared to community wastewater. Several of the VFGs detected in this study encode for adhesion, motility, and biofilm formation, which likely allows bacteria to remain and persist in the wastewater environment and survive WWTP treatment systems, thus managing to escape into the environment via treated wastewater.

International Journal of Molecular SciencesVol. 26(5)
Instituto Nacional de Investigaciones Forestales Agrícolas y Pecuarias (MX), Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán (MX), Instituto Nacional de Salud Pública (MX), Instituto Nacional de Cancerología (MX)
Clean water and sanitation
Openalex Percentile: Top 10%
Antibiotic Resistance in Bacteria
2.96
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