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Muurinen J, Muziasari WI, Hultman J, Pärnänen K, Narita V, Lyra C, Fadlillah LN, Rizki LP, Nurmi W, Tiedje JM, Dwiprahasto I, Hadi P, Virta MPJ. Antibiotic Resistomes and Microbiomes in the Surface Water along the Code River in Indonesia Reflect Drainage Basin Anthropogenic Activities. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:14994-15006. [PMID: 35775832 PMCID: PMC9631996 DOI: 10.1021/acs.est.2c01570] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Water and sanitation are important factors in the emergence of antimicrobial resistance in low- and middle-income countries. Drug residues, metals, and various wastes foster the spread of antibiotic resistance genes (ARGs) with the help of mobile genetic elements (MGEs), and therefore, rivers receiving contaminants and effluents from multiple sources are of special interest. We followed both the microbiome and resistome of the Code River in Indonesia from its pristine origin at the Merapi volcano through rural and then city areas to the coast of the Indian Ocean. We used a SmartChip quantitative PCR with 382 primer pairs for profiling the resistome and MGEs and 16S rRNA gene amplicon sequencing to analyze the bacterial communities. The community structure explained the resistome composition in rural areas, while the city sampling sites had lower bacterial diversity and more ARGs, which correlated with MGEs, suggesting increased mobility potential in response to pressures from human activities. Importantly, the vast majority of ARGs and MGEs were no longer detectable in marine waters at the ocean entrance. Our work provides information on the impact of different influents on river health as well as sheds light on how land use contributes to the river resistome and microbiome.
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Affiliation(s)
- Johanna Muurinen
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Windi I. Muziasari
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
- Resistomap
Oy, Viikinkaari 4, 00790 Helsinki, Finland
| | - Jenni Hultman
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Katariina Pärnänen
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Vanny Narita
- PT.
AmonRa, Jalan Panti Asuhan
37, 13330 Jakarta
Timur, Indonesia
| | - Christina Lyra
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
| | - Lintang N. Fadlillah
- Center
for Environmental Studies (PSLH), Universitas
Gadjah Mada, Jalan Kuningan, 55281 Yogyakarta, Indonesia
- Faculty
of Geography, Universitas Gadjah Mada, Jalan Kaliurang, 55281 Yogyakarta, Indonesia
| | - Ludhang P. Rizki
- Center
for Environmental Studies (PSLH), Universitas
Gadjah Mada, Jalan Kuningan, 55281 Yogyakarta, Indonesia
- Faculty of
Medicine, Universitas Gadjah Mada, Jalan Farmako, 55281 Yogyakarta, Indonesia
| | - William Nurmi
- Resistomap
Oy, Viikinkaari 4, 00790 Helsinki, Finland
| | - James M. Tiedje
- Center
for Microbial Ecology, Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, Michigan 48824, United States
| | - Iwan Dwiprahasto
- Faculty of
Medicine, Universitas Gadjah Mada, Jalan Farmako, 55281 Yogyakarta, Indonesia
| | - Pramono Hadi
- Center
for Environmental Studies (PSLH), Universitas
Gadjah Mada, Jalan Kuningan, 55281 Yogyakarta, Indonesia
- Faculty
of Geography, Universitas Gadjah Mada, Jalan Kaliurang, 55281 Yogyakarta, Indonesia
| | - Marko P. J. Virta
- Department
of Microbiology, University of Helsinki, Viikinkaari 9, 00014 Helsinki, Finland
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