TY - JOUR
T1 - Mitigation of antimicrobial resistance genes in greywater treated at household level
AU - Shuai, Weitao
AU - Itzhari, Daniella
AU - Ronen, Zeev
AU - Hartmann, Erica M.
N1 - Funding Information:
Authors would like to acknowledge The Zuckerberg Institute for Water Research-Northwestern University Program for financial support in this project. This research was supported in part through an award from the 2020 NUSeq Pilot Project Program sponsored by Illumina , as well as through the computational resources and staff contributions provided for the Quest high performance computing facility at Northwestern University which is jointly supported by the Office of the Provost , the Office for Research , and Northwestern University Information Technology . We thank Alexander G. McFarland for help in troubleshooting metagenomic analysis tools, En-ling Wu for help in clinically important species identification, and Stefanie Huttelmaier and Jiaxian Shen for help in internal review of the manuscript.
Publisher Copyright:
© 2023
PY - 2023/9/10
Y1 - 2023/9/10
N2 - Greywater often contains microorganisms carrying antimicrobial resistance genes (ARGs). Reuse of greywater thus potentially facilitates the enrichment and spread of multidrug resistance, posing a possible hazard for communities that use it. As water reuse becomes increasingly necessary, it is imperative to determine how greywater treatment impacts ARGs. In this study, we characterize ARG patterns in greywater microbial communities before and after treatment by a recirculating vertical flow constructed wetland (RVFCW). This greywater recycling method has been adopted by some small communities and households for greywater treatment; however, its ability to remove ARGs is unknown. We examined the taxonomic and ARG compositions of microbial communities in raw and treated greywater from five households using shotgun metagenomic sequencing. Total ARGs decreased in abundance and diversity in greywater treated by the RVFCW. In parallel, the microbial communities decreased in similarity in treated greywater. Potentially pathogenic bacteria associated with antimicrobial resistance and mobile genetic elements were detected in both raw and treated water, with a decreasing trend after treatment. This study indicates that RVFCW systems have the potential to mitigate antimicrobial resistance-related hazards when reusing treated greywater, but further measures need to be taken regarding persistent mobile ARGs and potential pathogens.
AB - Greywater often contains microorganisms carrying antimicrobial resistance genes (ARGs). Reuse of greywater thus potentially facilitates the enrichment and spread of multidrug resistance, posing a possible hazard for communities that use it. As water reuse becomes increasingly necessary, it is imperative to determine how greywater treatment impacts ARGs. In this study, we characterize ARG patterns in greywater microbial communities before and after treatment by a recirculating vertical flow constructed wetland (RVFCW). This greywater recycling method has been adopted by some small communities and households for greywater treatment; however, its ability to remove ARGs is unknown. We examined the taxonomic and ARG compositions of microbial communities in raw and treated greywater from five households using shotgun metagenomic sequencing. Total ARGs decreased in abundance and diversity in greywater treated by the RVFCW. In parallel, the microbial communities decreased in similarity in treated greywater. Potentially pathogenic bacteria associated with antimicrobial resistance and mobile genetic elements were detected in both raw and treated water, with a decreasing trend after treatment. This study indicates that RVFCW systems have the potential to mitigate antimicrobial resistance-related hazards when reusing treated greywater, but further measures need to be taken regarding persistent mobile ARGs and potential pathogens.
KW - Antimicrobial resistance genes
KW - Greywater treatment
KW - Mobile genetic elements
KW - Recirculating vertical flow constructed wetland
KW - Shotgun metagenomic sequencing
UR - http://www.scopus.com/inward/record.url?scp=85160424655&partnerID=8YFLogxK
U2 - 10.1016/j.scitotenv.2023.164136
DO - 10.1016/j.scitotenv.2023.164136
M3 - Article
C2 - 37225100
AN - SCOPUS:85160424655
SN - 0048-9697
VL - 890
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 164136
ER -