Cargando…
Variations in Bacterial Communities and Antibiotic Resistance Genes Across Diverse Recycled and Surface Water Irrigation Sources in the Mid-Atlantic and Southwest United States: A CONSERVE Two-Year Field Study
[Image: see text] Reduced availability of agricultural water has spurred increased interest in using recycled irrigation water for U.S. food crop production. However, there are significant knowledge gaps concerning the microbiological quality of these water sources. To address these gaps, we used 16...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
|
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632240/ https://www.ncbi.nlm.nih.gov/pubmed/36194536 http://dx.doi.org/10.1021/acs.est.2c02281 |
_version_ | 1784823991945396224 |
---|---|
author | Malayil, Leena Ramachandran, Padmini Chattopadhyay, Suhana Allard, Sarah M. Bui, Anthony Butron, Jicell Callahan, Mary Theresa Craddock, Hillary A. Murray, Rianna East, Cheryl Sharma, Manan Kniel, Kalmia Micallef, Shirley Hashem, Fawzy Gerba, Charles P. Ravishankar, Sadhana Parveen, Salina May, Eric Handy, Eric Kulkarni, Prachi Anderson-Coughlin, Brienna Craighead, Shani Gartley, Samantha Vanore, Adam Duncan, Rico Foust, Derek Haymaker, Joseph Betancourt, Walter Zhu, Libin Mongodin, Emmanuel F. Sapkota, Amir Pop, Mihai Sapkota, Amy R. |
author_facet | Malayil, Leena Ramachandran, Padmini Chattopadhyay, Suhana Allard, Sarah M. Bui, Anthony Butron, Jicell Callahan, Mary Theresa Craddock, Hillary A. Murray, Rianna East, Cheryl Sharma, Manan Kniel, Kalmia Micallef, Shirley Hashem, Fawzy Gerba, Charles P. Ravishankar, Sadhana Parveen, Salina May, Eric Handy, Eric Kulkarni, Prachi Anderson-Coughlin, Brienna Craighead, Shani Gartley, Samantha Vanore, Adam Duncan, Rico Foust, Derek Haymaker, Joseph Betancourt, Walter Zhu, Libin Mongodin, Emmanuel F. Sapkota, Amir Pop, Mihai Sapkota, Amy R. |
author_sort | Malayil, Leena |
collection | PubMed |
description | [Image: see text] Reduced availability of agricultural water has spurred increased interest in using recycled irrigation water for U.S. food crop production. However, there are significant knowledge gaps concerning the microbiological quality of these water sources. To address these gaps, we used 16S rRNA gene and metagenomic sequencing to characterize taxonomic and functional variations (e.g., antimicrobial resistance) in bacterial communities across diverse recycled and surface water irrigation sources. We collected 1 L water samples (n = 410) between 2016 and 2018 from the Mid-Atlantic (12 sites) and Southwest (10 sites) U.S. Samples were filtered, and DNA was extracted. The V3–V4 regions of the 16S rRNA gene were then PCR amplified and sequenced. Metagenomic sequencing was also performed to characterize antibiotic, metal, and biocide resistance genes. Bacterial alpha and beta diversities were significantly different (p < 0.001) across water types and seasons. Pathogenic bacteria, such as Salmonella enterica, Staphylococcus aureus, and Aeromonas hydrophilia were observed across sample types. The most common antibiotic resistance genes identified coded against macrolides/lincosamides/streptogramins, aminoglycosides, rifampin and elfamycins, and their read counts fluctuated across seasons. We also observed multi-metal and multi-biocide resistance across all water types. To our knowledge, this is the most comprehensive longitudinal study to date of U.S. recycled water and surface water used for irrigation. Our findings improve understanding of the potential differences in the risk of exposure to bacterial pathogens and antibiotic resistance genes originating from diverse irrigation water sources across seasons and U.S. regions. |
format | Online Article Text |
id | pubmed-9632240 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-96322402022-11-04 Variations in Bacterial Communities and Antibiotic Resistance Genes Across Diverse Recycled and Surface Water Irrigation Sources in the Mid-Atlantic and Southwest United States: A CONSERVE Two-Year Field Study Malayil, Leena Ramachandran, Padmini Chattopadhyay, Suhana Allard, Sarah M. Bui, Anthony Butron, Jicell Callahan, Mary Theresa Craddock, Hillary A. Murray, Rianna East, Cheryl Sharma, Manan Kniel, Kalmia Micallef, Shirley Hashem, Fawzy Gerba, Charles P. Ravishankar, Sadhana Parveen, Salina May, Eric Handy, Eric Kulkarni, Prachi Anderson-Coughlin, Brienna Craighead, Shani Gartley, Samantha Vanore, Adam Duncan, Rico Foust, Derek Haymaker, Joseph Betancourt, Walter Zhu, Libin Mongodin, Emmanuel F. Sapkota, Amir Pop, Mihai Sapkota, Amy R. Environ Sci Technol [Image: see text] Reduced availability of agricultural water has spurred increased interest in using recycled irrigation water for U.S. food crop production. However, there are significant knowledge gaps concerning the microbiological quality of these water sources. To address these gaps, we used 16S rRNA gene and metagenomic sequencing to characterize taxonomic and functional variations (e.g., antimicrobial resistance) in bacterial communities across diverse recycled and surface water irrigation sources. We collected 1 L water samples (n = 410) between 2016 and 2018 from the Mid-Atlantic (12 sites) and Southwest (10 sites) U.S. Samples were filtered, and DNA was extracted. The V3–V4 regions of the 16S rRNA gene were then PCR amplified and sequenced. Metagenomic sequencing was also performed to characterize antibiotic, metal, and biocide resistance genes. Bacterial alpha and beta diversities were significantly different (p < 0.001) across water types and seasons. Pathogenic bacteria, such as Salmonella enterica, Staphylococcus aureus, and Aeromonas hydrophilia were observed across sample types. The most common antibiotic resistance genes identified coded against macrolides/lincosamides/streptogramins, aminoglycosides, rifampin and elfamycins, and their read counts fluctuated across seasons. We also observed multi-metal and multi-biocide resistance across all water types. To our knowledge, this is the most comprehensive longitudinal study to date of U.S. recycled water and surface water used for irrigation. Our findings improve understanding of the potential differences in the risk of exposure to bacterial pathogens and antibiotic resistance genes originating from diverse irrigation water sources across seasons and U.S. regions. American Chemical Society 2022-10-04 2022-11-01 /pmc/articles/PMC9632240/ /pubmed/36194536 http://dx.doi.org/10.1021/acs.est.2c02281 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Malayil, Leena Ramachandran, Padmini Chattopadhyay, Suhana Allard, Sarah M. Bui, Anthony Butron, Jicell Callahan, Mary Theresa Craddock, Hillary A. Murray, Rianna East, Cheryl Sharma, Manan Kniel, Kalmia Micallef, Shirley Hashem, Fawzy Gerba, Charles P. Ravishankar, Sadhana Parveen, Salina May, Eric Handy, Eric Kulkarni, Prachi Anderson-Coughlin, Brienna Craighead, Shani Gartley, Samantha Vanore, Adam Duncan, Rico Foust, Derek Haymaker, Joseph Betancourt, Walter Zhu, Libin Mongodin, Emmanuel F. Sapkota, Amir Pop, Mihai Sapkota, Amy R. Variations in Bacterial Communities and Antibiotic Resistance Genes Across Diverse Recycled and Surface Water Irrigation Sources in the Mid-Atlantic and Southwest United States: A CONSERVE Two-Year Field Study |
title | Variations
in Bacterial Communities and Antibiotic
Resistance Genes Across Diverse Recycled and Surface Water Irrigation
Sources in the Mid-Atlantic and Southwest United States: A CONSERVE
Two-Year Field Study |
title_full | Variations
in Bacterial Communities and Antibiotic
Resistance Genes Across Diverse Recycled and Surface Water Irrigation
Sources in the Mid-Atlantic and Southwest United States: A CONSERVE
Two-Year Field Study |
title_fullStr | Variations
in Bacterial Communities and Antibiotic
Resistance Genes Across Diverse Recycled and Surface Water Irrigation
Sources in the Mid-Atlantic and Southwest United States: A CONSERVE
Two-Year Field Study |
title_full_unstemmed | Variations
in Bacterial Communities and Antibiotic
Resistance Genes Across Diverse Recycled and Surface Water Irrigation
Sources in the Mid-Atlantic and Southwest United States: A CONSERVE
Two-Year Field Study |
title_short | Variations
in Bacterial Communities and Antibiotic
Resistance Genes Across Diverse Recycled and Surface Water Irrigation
Sources in the Mid-Atlantic and Southwest United States: A CONSERVE
Two-Year Field Study |
title_sort | variations
in bacterial communities and antibiotic
resistance genes across diverse recycled and surface water irrigation
sources in the mid-atlantic and southwest united states: a conserve
two-year field study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632240/ https://www.ncbi.nlm.nih.gov/pubmed/36194536 http://dx.doi.org/10.1021/acs.est.2c02281 |
work_keys_str_mv | AT malayilleena variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT ramachandranpadmini variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT chattopadhyaysuhana variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT allardsarahm variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT buianthony variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT butronjicell variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT callahanmarytheresa variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT craddockhillarya variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT murrayrianna variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT eastcheryl variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT sharmamanan variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT knielkalmia variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT micallefshirley variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT hashemfawzy variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT gerbacharlesp variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT ravishankarsadhana variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT parveensalina variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT mayeric variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT handyeric variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT kulkarniprachi variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT andersoncoughlinbrienna variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT craigheadshani variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT gartleysamantha variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT vanoreadam variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT duncanrico variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT foustderek variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT haymakerjoseph variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT betancourtwalter variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT zhulibin variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT mongodinemmanuelf variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT sapkotaamir variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT popmihai variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy AT sapkotaamyr variationsinbacterialcommunitiesandantibioticresistancegenesacrossdiverserecycledandsurfacewaterirrigationsourcesinthemidatlanticandsouthwestunitedstatesaconservetwoyearfieldstudy |