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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...

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Autores principales: 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.
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
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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.
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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
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