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Srivastava A, Verma D. Urbanization led to the abundance of Gram-negative, chemo-organo-heterotrophs, and antibiotic resistance genes in the downstream regions of the Ganga River water of India. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023:10.1007/s11356-023-27552-7. [PMID: 37217817 DOI: 10.1007/s11356-023-27552-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 05/07/2023] [Indexed: 05/24/2023]
Abstract
The present investigation assesses the bacterial microbiome and antibiotic resistance genes (ARGs) of the river Ganga from Uttarakhand (upstream region; US group) and Uttar Pradesh (downstream region; DS group) regions using a 16S rRNA amplicon-based metagenomic approach. Gram-negative, aerobic, and chemo-organotrophic bacteria made up the majority of the bacterial genera during the overall analysis. Physicochemical analysis revealed a higher concentration of nitrate and phosphate in the downstream sites of the Ganga River. The prevalence of Gemmatimonas, Flavobacterium, Arenimonas, and Verrucomicrobia in the water of the DS region indicates a high organic load. Pseudomonas and Flavobacterium emerged as the most prevalent genera among the 35 significantly different shared genera (p-value < 0.05) in the US and DS regions, respectively. Overall antibiotic resistance analysis of the samples showed the dominance of β-lactam resistance (33.92%) followed by CAMP (cationic antimicrobial peptide) resistance (27.75%), and multidrug resistance (19.17%), vancomycin resistance (17.84%), and tetracycline resistance (0.77%). While comparing, the DS group exhibited a higher abundance of ARGs over the US group, where the CAMP resistance and β-lactam ARGs were dominant in the respective regions. The correlation (p-value < 0.05) analysis showed that most bacteria exhibit a significant correlation with tetracycline resistance followed by the phenicol antibiotic. The present findings draw attention to the need for regulated disposal of multiform human-derived wastes into the Ganga River to reduce the irrepressible ARGs dissemination.
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Affiliation(s)
- Ankita Srivastava
- Department of Environmental Microbiology, School of Earth and Environmental Sciences, Babasaheb Bhimrao Ambedkar University, Lucknow, 226025, India
| | - Digvijay Verma
- Department of Environmental Microbiology, School of Earth and Environmental Sciences, Babasaheb Bhimrao Ambedkar University, Lucknow, 226025, India.
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2
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Alegbeleye O, Sant'Ana AS. Microbiological quality of irrigation water for cultivation of fruits and vegetables: An overview of available guidelines, water testing strategies and some factors that influence compliance. ENVIRONMENTAL RESEARCH 2023; 220:114771. [PMID: 36586712 DOI: 10.1016/j.envres.2022.114771] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/06/2022] [Accepted: 11/07/2022] [Indexed: 06/17/2023]
Abstract
Contaminated irrigation water is among many potential vehicles of human pathogens to food plants, constituting significant public health risks especially for the fresh produce category. This review discusses some available guidelines or regulations for microbiological safety of irrigation water, and provides a summary of some common methods used for characterizing microbial contamination. The goal of such exploration is to understand some of the considerations that influence formulation of water testing guidelines, describe priority microbial parameters particularly with respect to food safety risks, and attempt to determine what methods are most suitable for their screening. Furthermore, the review discusses factors that influence the potential for microbiologically polluted irrigation water to pose substantial risks of pathogenic contamination to produce items. Some of these factors include type of water source exploited, irrigation methods, other agro ecosystem features/practices, as well as pathogen traits such as die-off rates. Additionally, the review examines factors such as food safety knowledge, other farmer attitudes or inclinations, level of social exposure and financial circumstances that influence adherence to water testing guidelines and other safe water application practices. A thorough understanding of relevant risk metrics for the application and management of irrigation water is necessary for the development of water testing criteria. To determine sampling and analytical approach for water testing, factors such as agricultural practices (which differ among farms and regionally), as well as environmental factors that modulate how water quality may affect the microbiological safety of produce should be considered. Research and technological advancements that can improve testing approach and the determination of target levels for hazard characterization or description for the many different pollution contexts as well as farmer adherence to testing requirements, are desirable.
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Affiliation(s)
- Oluwadara Alegbeleye
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Anderson S Sant'Ana
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil.
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3
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Sandzewicz M, Khomutovska N, Łach Ł, Kwiatowski J, Niyatbekov T, Suska-Malawska M, Jasser I. Salinity matters the most: How environmental factors shape the diversity and structure of cyanobacterial mat communities in high altitude arid ecosystems. Front Microbiol 2023; 14:1108694. [PMID: 37125173 PMCID: PMC10136773 DOI: 10.3389/fmicb.2023.1108694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 03/20/2023] [Indexed: 05/02/2023] Open
Abstract
Introduction Microbial mats are complex communities of benthic microorganisms that occur at the soil-water interphase in lakes' shores, streams, and ponds. In the cold, mountainous desert of Eastern Pamir (Tajikistan), where scarce water bodies are influenced by extreme environmental conditions, photosynthetic cyanobacteria form diverse mats. The mats are characterized by different morphology and thickness. Their habitats exhibit a wide range of conditions; from oligosaline to hypersaline, oligotrophic to hypertrophic, and from cold ponds to hot springs. The aim of the present study was to reveal the taxonomic composition and structure of these mats and to examine which environmental factors influence them. Methods Fifty-one mats were collected from small water bodies around Bulunkul, Karakul, and Rangkul Lakes in 2015 and 2017. The physical and chemical properties of the water were measured in situ, while the concentration of nutrients was analyzed ex-situ. To reveal the taxonomic composition of the mats, the hypervariable V3-V4 region of the 16S rRNA gene was examined using NGS technology. Results The results of bioinformatic analyses were compared with microscopic observations. They showed that Cyanobacteria was the dominant phylum, constituting on average 35% of bacterial ASVs, followed by Proteobacteria (28%), Bacteroidota (11%), and Firmicutes (9%). Synechococcales, Oscillatoriales, and Nostocales orders prevailed in Oxyphotobacteria, with a low contribution of Chroococcales, Gloeobacterales, and Chroococcidiopsidales. Occasionally the non-photosynthetic Vampirivibrionia (Melainabacteria) and Sericytochromatia from sister clades to Oxyphotobacteria were noted in the samples. Moreover, there was a high percentage of unidentified cyanobacterial sequences, as well as the recently described Hillbrichtia pamiria gen. et sp. nov., present in one of the samples. Salinity, followed by Na and K concentrations, correlated positively with the composition and structure of Oxyphotobacteria on different taxonomic levels and the abundance of all bacterial ASVs. Discussion The study suggests that the investigated communities possibly host more novel and endemic species. Among the environmental factors, salinity influenced the Oxyphotobacteria communities the most. Overall, the microenvironmental factors, i.e. the conditions in each of the reservoirs seemed to have a larger impact on the diversity of microbial mats in Pamir than the "subregional" factors, related to altitude, mean annual air temperature and distance between these subregions.
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Affiliation(s)
- Małgorzata Sandzewicz
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Nataliia Khomutovska
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Łukasz Łach
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Jan Kwiatowski
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Toirbek Niyatbekov
- Institute of Botany, Plant Physiology and Genetics, Academy Science Republic of Tajikistan, Dushanbe, Tajikistan
| | - Małgorzata Suska-Malawska
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
| | - Iwona Jasser
- Institute of Environmental Biology, Faculty of Biology, Biological and Chemical Research Centre, University of Warsaw, Warsaw, Poland
- *Correspondence: Iwona Jasser,
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4
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Malayil L, Ramachandran P, Chattopadhyay S, Allard SM, Bui A, Butron J, Callahan MT, Craddock HA, Murray R, East C, Sharma M, Kniel K, Micallef S, Hashem F, Gerba CP, Ravishankar S, Parveen S, May E, Handy E, Kulkarni P, Anderson-Coughlin B, Craighead S, Gartley S, Vanore A, Duncan R, Foust D, Haymaker J, Betancourt W, Zhu L, Mongodin EF, Sapkota A, Pop M, Sapkota AR. 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. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:15019-15033. [PMID: 36194536 PMCID: PMC9632240 DOI: 10.1021/acs.est.2c02281] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 09/15/2022] [Accepted: 09/15/2022] [Indexed: 05/30/2023]
Abstract
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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Affiliation(s)
- Leena Malayil
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Padmini Ramachandran
- Office
of Regulatory Science, Division of Microbiology, United States Food and Drug Administration, HFS-712, 5001 Campus Drive, College Park, Maryland 20740, United States
| | - Suhana Chattopadhyay
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Sarah M. Allard
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Anthony Bui
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Jicell Butron
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Mary Theresa Callahan
- Department
of Plant Science and Landscape Agriculture, University of Maryland, College
Park, Maryland 20740, United States
| | - Hillary A. Craddock
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Rianna Murray
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Cheryl East
- Northeast
Area, Beltsville Agriculture Research Center, Environmental Microbiology
and Food Safety Laboratory, Agriculture
Research Service, United States Department of Agriculture, Beltsville, Maryland 20705, United States
| | - Manan Sharma
- Northeast
Area, Beltsville Agriculture Research Center, Environmental Microbiology
and Food Safety Laboratory, Agriculture
Research Service, United States Department of Agriculture, Beltsville, Maryland 20705, United States
| | - Kalmia Kniel
- Department
of Animal and Food Sciences, University
of Delaware, Newark, Delaware 19716, United States
| | - Shirley Micallef
- Department
of Plant Science and Landscape Agriculture, University of Maryland, College
Park, Maryland 20740, United States
| | - Fawzy Hashem
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Charles P. Gerba
- Department
of Environmental Science, University of
Arizona, Tucson, Arizona 85719, United States
| | - Sadhana Ravishankar
- School
of Animal and Comparative Biomedical Sciences, University of Arizona, Tucson, Arizona 85721, United States
| | - Salina Parveen
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Eric May
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Eric Handy
- Northeast
Area, Beltsville Agriculture Research Center, Environmental Microbiology
and Food Safety Laboratory, Agriculture
Research Service, United States Department of Agriculture, Beltsville, Maryland 20705, United States
| | - Prachi Kulkarni
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Brienna Anderson-Coughlin
- Department
of Animal and Food Sciences, University
of Delaware, Newark, Delaware 19716, United States
| | - Shani Craighead
- Department
of Animal and Food Sciences, University
of Delaware, Newark, Delaware 19716, United States
| | - Samantha Gartley
- Department
of Animal and Food Sciences, University
of Delaware, Newark, Delaware 19716, United States
| | - Adam Vanore
- Department
of Animal and Food Sciences, University
of Delaware, Newark, Delaware 19716, United States
| | - Rico Duncan
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Derek Foust
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Joseph Haymaker
- Department
of Agriculture and Resource Sciences, University
of Maryland Eastern Shore, Princess Anne, Maryland 21853, United States
| | - Walter Betancourt
- Department
of Environmental Science, University of
Arizona, Tucson, Arizona 85719, United States
| | - Libin Zhu
- School
of Animal and Comparative Biomedical Sciences, University of Arizona, Tucson, Arizona 85721, United States
| | - Emmanuel F. Mongodin
- Institute
for Genome Sciences, University of Maryland
School of Medicine, Baltimore, Maryland 21201, United States
| | - Amir Sapkota
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
| | - Mihai Pop
- Department
of Computer Science and Center for Bioinformatics and Computational
Biology, University of Maryland, College Park, Maryland 20742, United States
| | - Amy R. Sapkota
- Maryland
Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, Maryland 20740, United States
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5
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Cai S, Wang N, Xu L, Yan F, Jiang Q, Zhao X, Wang W, Wang H, Jiang L, Cong W, Sheppard SK, Weeks J, Kasprzyk-Hordern B, Fu C, Lambert H. Impacts of Antibiotic Residues in the Environment on Bacterial Resistance and Human Health in Eastern China: An Interdisciplinary Mixed-Methods Study Protocol. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19138145. [PMID: 35805804 PMCID: PMC9266211 DOI: 10.3390/ijerph19138145] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/22/2022] [Accepted: 06/28/2022] [Indexed: 02/04/2023]
Abstract
Antibiotic resistance is a global health challenge that threatens human and animal lives, especially among low-income and vulnerable populations in less-developed countries. Its multi-factorial nature requires integrated studies on antibiotics and resistant bacteria in humans, animals, and the environment. To achieve a comprehensive understanding of the situation and management of antibiotic use and environmental transmission, this paper describes a study protocol to document human exposure to antibiotics from major direct and indirect sources, and its potential health outcomes. Our mixed-methods approach addresses both microbiological and pathogen genomics, and epidemiological, geospatial, anthropological, and sociological aspects. Implemented in two rural residential areas in two provinces in Eastern China, linked sub-studies assess antibiotic exposure in population cohorts through household surveys, medicine diaries, and biological sampling; identify the types and frequencies of antibiotic resistance genes in humans and food-stock animals; quantify the presence of antibiotic residues and antibiotic resistance genes in the aquatic environment, including wastewater; investigate the drivers and behaviours associated with human and livestock antibiotic use; and analyse the national and local policy context, to propose strategies and systematic measurements for optimising and monitoring antibiotic use. As a multidisciplinary collaboration between institutions in the UK and China, this study will provide an in-depth understanding of the influencing factors and allow comprehensive awareness of the complexity of AMR and antibiotic use in rural Eastern China.
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Affiliation(s)
- Shenghan Cai
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2PS, UK
| | - Na Wang
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China
| | - Like Xu
- Department of Chemistry, University of Bath, Bath BA2 7AY, UK
| | - Fei Yan
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Social Medicine, School of Public Health, Fudan University, Shanghai 200032, China
| | - Qingwu Jiang
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai 200032, China
| | - Xinping Zhao
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Social Medicine, School of Public Health, Fudan University, Shanghai 200032, China
| | - Wei Wang
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Social Medicine, School of Public Health, Fudan University, Shanghai 200032, China
| | - Hexing Wang
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
| | - Lufang Jiang
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
| | - Wenjuan Cong
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2PS, UK
| | - Samuel K Sheppard
- The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath BA2 7AY, UK
- Department of Zoology, University of Oxford, Oxford OX1 2JD, UK
| | | | | | - Chaowei Fu
- Key Laboratory of Public Health Safety of Ministry of Education, NHC Key Laboratory of Health Technology Assessment, Shanghai 200032, China
- Department of Social Medicine, School of Public Health, Fudan University, Shanghai 200032, China
| | - Helen Lambert
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol BS8 2PS, UK
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6
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Ionescu D, Bizic M, Karnatak R, Musseau CL, Onandia G, Kasada M, Berger SA, Nejstgaard JC, Ryo M, Lischeid G, Gessner MO, Wollrab S, Grossart H. From microbes to mammals: Pond biodiversity homogenization across different land‐use types in an agricultural landscape. ECOL MONOGR 2022. [DOI: 10.1002/ecm.1523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- D. Ionescu
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - M. Bizic
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - R. Karnatak
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - C. L. Musseau
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
- Department of Biology, Chemistry, Pharmacy, Institute of Biology Free University of Berlin Germany
| | - G. Onandia
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
- Leibniz Centre for Agricultural Landscape Research (ZALF) Müncheberg Germany
| | - M. Kasada
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
| | - S. A. Berger
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - J. C. Nejstgaard
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - M. Ryo
- Leibniz Centre for Agricultural Landscape Research (ZALF) Müncheberg Germany
- Brandenburg University of Technology Cottbus–Senftenberg Cottbus Germany
| | - G. Lischeid
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
- Leibniz Centre for Agricultural Landscape Research (ZALF) Müncheberg Germany
| | - M. O. Gessner
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
- Department of Ecology Berlin Institute of Technology (TU Berlin) Berlin Germany
| | - S. Wollrab
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
| | - H.‐P. Grossart
- Leibniz‐Institute of Freshwater Ecology and Inland Fisheries (IGB) Stechlin & Berlin Germany
- Berlin‐Brandenburg Institute of Advanced Biodiversity Research (BBIB) Berlin Germany
- Institute of Biochemistry and Biology Potsdam University Potsdam Germany
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7
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Betiku OC, Sarjeant KC, Ngatia LW, Aghimien MO, Odewumi CO, Latinwo LM. Evaluation of microbial diversity of three recreational water bodies using 16S rRNA metagenomic approach. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 771:144773. [PMID: 33548724 DOI: 10.1016/j.scitotenv.2020.144773] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 12/23/2020] [Accepted: 12/24/2020] [Indexed: 06/12/2023]
Abstract
Surface water plays a significant role in world development by promoting economic growth and health benefits to humans and animals whose lives depend on good water quality in the ecosystem. Thus, this study investigated the differences in physical and chemical properties of surface water from two lakes (Lakes Jackson and Talquin) and a pond (Pedrick Pond). Also, the influence of environmental factors on the microbial communities that live within the water environment was examined. Genomic DNA was extracted from the water samples collected and 16S rRNA sequencing method was employed to characterize the microbial community compositions across the three locations. The results obtained suggest that the water sources met the recommended recreational water quality criteria standard for clean water. Overall, Proteobacteria, Actinobacteria, Cyanobacteria, Bacteroidetes were the main bacterial phyla present in the communities, while Archaea was mainly dominated by Euryachaeota. Pressure, conductivity, temperature, dissolved oxygen (DO), and pH accounted for 74.2% of the variation in the distribution of the microbial community in the three locations (P < 0.05), while 58.2% of the variation in the microbial community distribution was accounted for by pressure and conductivity. The high temperature observed in the Pedrick Pond correlated with the distribution of genera hgcl_clades and Legionella. While in Lake Talquin, water conductivity was significantly associated with the abundance of Cyanobium_PCC_6307, Sediminibacterium, and Conexibacter. The results from this study indicate that the microbial communities in the two lakes are different from the pond and all the environmental variables accounted for a significant portion of the total variation, but pressure, conductivity, and temperature are more important factors due to significant correlation with the distribution of the microbial communities.
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Affiliation(s)
- Omolola C Betiku
- Center for Water Resources, College of Agriculture and Food Sciences, Florida A&M University, Tallahassee, FL 32307, USA; Division of Agriculture Science, College of Agriculture and Food Sciences, Florida A&M University, Tallahassee, FL 32307, USA.
| | - Keawin C Sarjeant
- Division of Agriculture Science, College of Agriculture and Food Sciences, Florida A&M University, Tallahassee, FL 32307, USA
| | - Lucy W Ngatia
- Center for Water Resources, College of Agriculture and Food Sciences, Florida A&M University, Tallahassee, FL 32307, USA
| | - Monica O Aghimien
- Department of Biological Sciences, Florida A&M University, Tallahassee, FL 32307, USA
| | - Caroline O Odewumi
- Department of Biological Sciences, Florida A&M University, Tallahassee, FL 32307, USA
| | - Lekan M Latinwo
- Department of Biological Sciences, Florida A&M University, Tallahassee, FL 32307, USA
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8
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Jing X, Su S, Zhang C, Zhu J, Hou Y, Li Z, Yang X, Zhou X, He X, Munganga BP, Tang Y, Xu P. Dynamic changes in microbial community structure in farming pond water and their effect on the intestinal microbial community profile in juvenile common carp (Cyprinus carpio L.). Genomics 2021; 113:2547-2560. [PMID: 34029696 DOI: 10.1016/j.ygeno.2021.05.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 05/03/2021] [Accepted: 05/19/2021] [Indexed: 11/29/2022]
Abstract
Water quality parameter dynamics, gut, sediment and water bacteria communities were studied to understand the environmental influence on the gut microbial community of a new strain of Huanghe common carp. A total of 3,384,078 raw tags and 5105 OTUs were obtained for the gut, water and sediment bacteria. The water quality had a stronger influence on the water bacteria community than gut and sediment bacteria communities. The ambient water quality parameters also significantly influenced the water and sediment bacteria communities. Comparing the gut, sediment, and water microbial communities, a relationship was found among them. However, gut bacteria were more closely related to sediment bacterial communities than to water bacteria communities. The results showed that the top three bacterial taxa were identical in gut and sediment samples in the early days of rearing. Interestingly, bacterial communities in the carp gut, water, and sediment had different adaptabilities to variations in environmental factors.
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Affiliation(s)
- Xiaojun Jing
- College of Fisheries, Huazhong Agricultural University, Wuhan, PR China; Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China
| | - Shengyan Su
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China; Wuxi Fisheries College, Nanjing Agricultural University, Wuxi 214081, PR China
| | - Chengfeng Zhang
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China
| | - Jian Zhu
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China
| | - Yiran Hou
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China
| | - Zhixun Li
- Henan Academy of Fishery Sciences, Zhengzhou 2450044, PR China
| | - Xingli Yang
- Henan Academy of Fishery Sciences, Zhengzhou 2450044, PR China
| | - Xiaolin Zhou
- Henan Academy of Fishery Sciences, Zhengzhou 2450044, PR China
| | - Xugang He
- College of Fisheries, Huazhong Agricultural University, Wuhan, PR China.
| | | | - Yongkai Tang
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China; Wuxi Fisheries College, Nanjing Agricultural University, Wuxi 214081, PR China
| | - Pao Xu
- Key Laboratory of Genetic Breeding and Aquaculture Biology of Freshwater Fishes, Ministry of Agriculture, Freshwater Fisheries Research Center, Chinese Academy of Fishery Sciences, Wuxi 214081, PR China; Wuxi Fisheries College, Nanjing Agricultural University, Wuxi 214081, PR China.
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9
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Occurrence and diversity of viruses associated with cyanobacterial communities in a Brazilian freshwater reservoir. Braz J Microbiol 2021; 52:773-785. [PMID: 33791954 DOI: 10.1007/s42770-021-00473-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/25/2021] [Indexed: 02/06/2023] Open
Abstract
As part of the phytoplankton of marine and freshwater environments around the world, cyanobacteria interact with viruses (cyanophages) that affect their abundance and diversity. Investigations focusing on cyanophages co-occurring with freshwater cyanobacteria are scarce, particularly in Brazil. The aim of this study was to assess the diversity of cyanophages associated with a Microcystis-dominated cyanobacterial bloom in a tropical reservoir. Samples were processed as viral fractions of water and cellular fractions, and temporal fluctuations in the abundance of Ma-LMM01-type cyanophages and their Microcystis hosts were determined by qPCR. We applied shotgun metagenomics to obtain a wider characterization of the cyanophage community. During the study period, Microcystis gene copies were quantified in all cellular fractions, and the copy number of the Ma-LMM01 phage gene tended to increase with host abundance. Metagenomic analysis demonstrated that Caudovirales was the major viral order associated with the cyanophage families Myoviridae (34-88%), Podoviridae (3-42%), and Siphoviridae (6-23%). The metagenomic analysis results confirmed the presence of Microcystis cyanophages in both viral and cellular fractions and demonstrated a high relative abundance of picocyanobacteria-related viruses and Prochlorococcus (36-52%) and Synechococcus (37-50%) phages. For other main cyanobacterial genera, no related cyanophages were identified, which was probably due to the scarce representation of cyanophage sequences in databanks. Thus, the studied reservoir hosted a diverse cyanophage community with a remarkable contribution of phages related to picoplanktonic cyanobacteria. These results provide insights that motivate future sequencing efforts to assess cyanophage diversity and recover complete genomes.
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10
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Zhang C, Du XP, Zeng YH, Zhu JM, Zhang SJ, Cai ZH, Zhou J. The communities and functional profiles of virioplankton along a salinity gradient in a subtropical estuary. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 759:143499. [PMID: 33203567 DOI: 10.1016/j.scitotenv.2020.143499] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 10/08/2020] [Accepted: 10/29/2020] [Indexed: 06/11/2023]
Abstract
Viruses are the major drivers shaping microorganismal communities, and impact marine biogeochemical cycling. They are affected by various environmental parameters, such as salinity. Although the spatiotemporal distribution and dynamics of virioplankton have been extensively studied in saline environments, few detailed studies of community structure and function of viruses along salinity gradients have been conducted. Here, we used the 16S and 18S rRNA gene amplicon and metagenomic sequencing from a subtropical estuary (Pearl River Estuary, PRE; located in Shenzhen, Guangdong Province, China) to explore how viral community composition and function vary along a salinity gradient. Results showed that the detected viruses were mainly bacteriophages. The double-stranded DNA viruses were the most abundant (especially Siphoviridae, Myoviridae, Mimiviridae, Phycodnaviridae, and Podoviridae), followed by a small number of single-stranded DNA (Circoviridae) and RNA (Retroviridae) viruses. Viral biodiversity significantly declined and community structure varied greatly along the salinity gradient. The salinity, ammonium and dissolved oxygen were dominated factors influencing the community composition of viruses. Association network analysis showed that viruses had a negative effect on multiple host taxa (prokaryotic and eukaryotic species). Metagenomic data revealed that the main viral functional potential was involved in organic matter metabolism by carbohydrate-active enzymes (CAZymes). Deeper comparative functional analyses showed that viruses in the low-salinity environment had more carbohydrate-binding module and glycosidase hydrolases activities than those under high-salinity conditions. However, an opposite pattern was observed for carbohydrate esterases. These results suggest that virus-encoded CAZyme genes may alter the bacterial metabolism in estuaries. Overall, our results demonstrate that there is a spatial heterogeneity in the composition and function of virioplankton along a salinity gradient. This study enhances our understanding of viral distribution and their contribution to regulating carbon degradation throughout environments with varying salinities in subtropical estuaries.
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Affiliation(s)
- Chen Zhang
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; The School of Life Science and Engineering, Lanzhou University of Technology, Lanzhou, Gansu Province, PR China
| | - Xiao-Peng Du
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; Institute for Ocean Engineering, Tsinghua University, Beijing 100084, PR China
| | - Yan-Hua Zeng
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; Institute for Ocean Engineering, Tsinghua University, Beijing 100084, PR China
| | - Jian-Ming Zhu
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; School of Environment, Harbin Institute of Technology, Harbin 150001, PR China
| | - Sheng-Jie Zhang
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; Institute for Ocean Engineering, Tsinghua University, Beijing 100084, PR China
| | - Zhong-Hua Cai
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; Institute for Ocean Engineering, Tsinghua University, Beijing 100084, PR China
| | - Jin Zhou
- Shenzhen Public Platform for Screening & Application of Marine Microbial Resources, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, PR China; Institute for Ocean Engineering, Tsinghua University, Beijing 100084, PR China.
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11
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Ghuneim LAJ, Distaso MA, Chernikova TN, Bargiela R, Lunev EA, Korzhenkov AA, Toshchakov SV, Rojo D, Barbas C, Ferrer M, Golyshina OV, Golyshin PN, Jones DL. Utilization of low-molecular-weight organic compounds by the filterable fraction of a lotic microbiome. FEMS Microbiol Ecol 2021; 97:fiaa244. [PMID: 33264383 PMCID: PMC7864478 DOI: 10.1093/femsec/fiaa244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 11/30/2020] [Indexed: 11/14/2022] Open
Abstract
Filterable microorganisms participate in dissolved organic carbon (DOC) cycling in freshwater systems, however their exact functional role remains unknown. We determined the taxonomic identity and community dynamics of prokaryotic microbiomes in the 0.22 µm-filtered fraction and unfiltered freshwater from the Conwy River (North Wales, UK) in microcosms and, using targeted metabolomics and 14C-labelling, examined their role in the utilization of amino acids, organic acids and sugars spiked at environmentally-relevant (nanomolar) concentrations. To identify changes in community structure, we used 16S rRNA amplicon and shotgun sequencing. Unlike the unfiltered water samples where the consumption of DOC was rapid, the filtered fraction showed a 3-day lag phase before the consumption started. Analysis of functional categories of clusters of orthologous groups of proteins (COGs) showed that COGs associated with energy production increased in number in both fractions with substrate addition. The filtered fraction utilized low-molecular-weight (LMW) DOC at much slower rates than the whole community. Addition of nanomolar concentrations of LMW DOC did not measurably influence the composition of the microbial community nor the rate of consumption across all substrate types in either fraction. We conclude that due to their low activity, filterable microorganisms play a minor role in LMW DOC processing within a short residence time of lotic freshwater systems.
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Affiliation(s)
- Lydia-Ann J Ghuneim
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Marco A Distaso
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Environmental Biotechnology, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Tatyana N Chernikova
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Environmental Biotechnology, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Rafael Bargiela
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Environmental Biotechnology, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Evgenii A Lunev
- Institute of Living Systems, Immanuel Kant Baltic Federal University, Kaliningrad, Russia
| | - Aleksei A Korzhenkov
- Kurchatov Center for Genome Research, National Research Center “Kurchatov Institute”, Moscow, Russian Federation
| | - Stepan V Toshchakov
- Winogradsky Institute of Microbiology, FRC Biotechnology, Russian Academy of Sciences, Moscow, Russian Federation
| | - David Rojo
- Centro de Metabolómica y Bioanálisis (CEMBIO), Facultad de Farmacia, Universidad CEU San Pablo, Campus Montepríncipe, Madrid, Spain
| | - Coral Barbas
- Centro de Metabolómica y Bioanálisis (CEMBIO), Facultad de Farmacia, Universidad CEU San Pablo, Campus Montepríncipe, Madrid, Spain
| | - Manuel Ferrer
- Institute of Catalysis, Consejo Superior de Investigaciones Científicas (CSIC), Madrid, Spain
| | - Olga V Golyshina
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Environmental Biotechnology, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Peter N Golyshin
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Environmental Biotechnology, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - David L Jones
- School of Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
- UWA School of Agriculture and Environment, The University of Western Australia, Perth, WA 6009, Australia
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12
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Chopyk J, Nasko DJ, Allard S, Bui A, Pop M, Mongodin EF, Sapkota AR. Seasonal dynamics in taxonomy and function within bacterial and viral metagenomic assemblages recovered from a freshwater agricultural pond. ENVIRONMENTAL MICROBIOME 2020; 15:18. [PMID: 33902740 PMCID: PMC8067656 DOI: 10.1186/s40793-020-00365-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/29/2020] [Indexed: 06/01/2023]
Abstract
BACKGROUND Ponds are important freshwater habitats that support both human and environmental activities. However, relative to their larger counterparts (e.g. rivers, lakes), ponds are understudied, especially with regard to their microbial communities. Our study aimed to fill this knowledge gap by using culture-independent, high-throughput sequencing to assess the dynamics, taxonomy, and functionality of bacterial and viral communities in a freshwater agricultural pond. RESULTS Water samples (n = 14) were collected from a Mid-Atlantic agricultural pond between June 2017 and May 2018 and filtered sequentially through 1 and 0.2 μm filter membranes. Total DNA was then extracted from each filter, pooled, and subjected to 16S rRNA gene and shotgun sequencing on the Illumina HiSeq 2500 platform. Additionally, on eight occasions water filtrates were processed for viral metagenomes (viromes) using chemical concentration and then shotgun sequenced. A ubiquitous freshwater phylum, Proteobacteria was abundant at all sampling dates throughout the year. However, environmental characteristics appeared to drive the structure of the community. For instance, the abundance of Cyanobacteria (e.g. Nostoc) increased with rising water temperatures, while a storm event appeared to trigger an increase in overall bacterial diversity, as well as the relative abundance of Bacteroidetes. This event was also associated with an increase in the number of antibiotic resistance genes. The viral fractions were dominated by dsDNA of the order Caudovirales, namely Siphoviridae and Myovirdae. CONCLUSIONS Overall, this study provides one of the largest datasets on pond water microbial ecology to date, revealing seasonal trends in the microbial taxonomic composition and functional potential.
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Affiliation(s)
- Jessica Chopyk
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
- Department of Pathology University of California San Diego, La Jolla, California, USA.
| | - Daniel J Nasko
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA
| | - Sarah Allard
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Anthony Bui
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Mihai Pop
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA
| | - Emmanuel F Mongodin
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
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13
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Malayil L, Ramachandran P, Chattopadhyay S, Cagle R, Hittle L, Ottesen A, Mongodin EF, Sapkota AR. Metabolically-active bacteria in reclaimed water and ponds revealed using bromodeoxyuridine DNA labeling coupled with 16S rRNA and shotgun sequencing. WATER RESEARCH 2020; 184:116185. [PMID: 32726735 DOI: 10.1016/j.watres.2020.116185] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 07/09/2020] [Accepted: 07/13/2020] [Indexed: 06/11/2023]
Abstract
Understanding the complex microbiota of agricultural irrigation water is vital to multiple sectors of sustainable agriculture and public health. To date, microbiome characterization methods have provided comprehensive profiles of aquatic microbiotas, but have not described which taxa are likely metabolically-active. Here, we combined 5‑bromo‑2'-deoxyuridine (BrdU) labeling with 16S rRNA and shotgun sequencing to identify metabolically-active bacteria in reclaimed and agricultural pond water samples (n = 28) recovered from the Mid-Atlantic United States between March 2017 and January 2018. BrdU-treated samples were significantly less diverse (alpha diversity) compared to non-BrdU-treated samples. The most abundant taxa in the metabolically-active fraction of water samples (BrdU-treated samples) were unclassified Actinobacteria, Flavobacterium spp., Pseudomonas spp. and Aeromonas spp. Interestingly, we also observed that antimicrobial resistance and virulence gene profiles seemed to be more diverse and more abundant in non-BrdU-treated water samples compared to BrdU-treated samples. These findings raise the possibility that these genes may be associated more with relic (inactive) DNA present in the tested water types rather than viable, metabolically-active microorganisms. Our study demonstrates that the coupled use of BrdU labeling and sequencing can enhance understanding of the metabolically-active fraction of bacterial communities in alternative irrigation water sources. Agricultural pond and reclaimed waters are vital to the future of sustainable agriculture, and thus, the full understanding of the pathogenic potential of these waters is important to guide mitigation strategies that ensure appropriate water quality for intended purposes.
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Affiliation(s)
- Leena Malayil
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, United States
| | - Padmini Ramachandran
- Food and Drug Administration, Office of Regulatory Science, Division of Microbiology, HFS-712, 5001 Campus Drive, College Park, MD20740, United States
| | - Suhana Chattopadhyay
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, United States
| | - Robin Cagle
- Food and Drug Administration, Office of Regulatory Science, Division of Microbiology, HFS-712, 5001 Campus Drive, College Park, MD20740, United States
| | - Lauren Hittle
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201United States
| | - Andrea Ottesen
- Food and Drug Administration, Office of Regulatory Science, Division of Microbiology, HFS-712, 5001 Campus Drive, College Park, MD20740, United States
| | - Emmanuel F Mongodin
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, 21201United States
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, United States.
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14
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Chopyk J, Nasko DJ, Allard S, Callahan MT, Bui A, Ferelli AMC, Chattopadhyay S, Mongodin EF, Pop M, Micallef SA, Sapkota AR. Metagenomic analysis of bacterial and viral assemblages from a freshwater creek and irrigated field reveals temporal and spatial dynamics. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 706:135395. [PMID: 31846873 DOI: 10.1016/j.scitotenv.2019.135395] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 11/04/2019] [Accepted: 11/04/2019] [Indexed: 06/10/2023]
Abstract
Lotic surface water sites (e.g. creeks) are important resources for localized agricultural irrigation. However, there is concern that microbial contaminants within untreated surface water may be transferred onto irrigated soil and crops. To evaluate this issue, water samples were collected between January 2017 and August 2018 from a freshwater creek used to irrigate kale and radish plants on a small farm in the Mid-Atlantic, United States. In addition, on one sampling date, a field survey was conducted in which additional water (creek source and point-of-use) and soil samples were collected to assess the viral and bacterial communities pre- and post- irrigation. All samples were processed for DNA extracts and shotgun sequenced on the Illumina HiSeq platform. The resulting metagenomic libraries were assembled de novo and taxonomic and functional features were assigned at the contig and peptide level. From these data, we observed that Betaproteobacteria (e.g. Variovorax) dominated the water, both at the source and point-of-use, and Alphaproteobacteria (e.g. Streptomyces) dominated both pre- and post-irrigated soil. Additionally, in the creek source water there were variations in the abundance of the dominant bacterial genera and functional annotations associated with seasonal characteristics (e.g. water temperature). Antibiotic resistance genes and virulence factors were also identified in the creek water and soil, with the majority specific to their respective habitat. Moreover, an analysis of clustered regularly interspaced short palindromic repeat (CRISPR) arrays showed the persistence of certain spacers through time in the creek water, as well as specific interactions between creek bacteriophages and their hosts. Overall, these findings provide a more holistic picture of bacterial and viral composition, dynamics, and interactions within a freshwater creek that can be utilized to further our knowledge on its suitability and safety for irrigation.
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Affiliation(s)
- Jessica Chopyk
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Daniel J Nasko
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA; University of Maryland Institute for Advanced Computer Studies, College Park, MD, USA
| | - Sarah Allard
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | | | - Anthony Bui
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | | | - Suhana Chattopadhyay
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Emmanuel F Mongodin
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Mihai Pop
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA; University of Maryland Institute for Advanced Computer Studies, College Park, MD, USA
| | - Shirley A Micallef
- Department of Plant Science and Landscape Architecture, College Park, MD, USA; Center for Food Safety and Security Systems, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
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15
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Manikkam R, Imchen M, Kaari M, Angamuthu V, Venugopal G, Thangavel S, Joseph J, Ramasamy B, Kumavath R. Metagenomic insights unveil the dominance of undescribed Actinobacteria in pond ecosystem of an Indian shrine. Meta Gene 2020. [DOI: 10.1016/j.mgene.2019.100639] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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16
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Chopyk J, Nasko DJ, Allard S, Bui A, Treangen T, Pop M, Mongodin EF, Sapkota AR. Comparative metagenomic analysis of microbial taxonomic and functional variations in untreated surface and reclaimed waters used in irrigation applications. WATER RESEARCH 2020; 169:115250. [PMID: 31726395 DOI: 10.1016/j.watres.2019.115250] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 10/08/2019] [Accepted: 10/27/2019] [Indexed: 05/08/2023]
Abstract
The use of irrigation water sourced from reclamation facilities and untreated surface water bodies may be a practical solution to attenuate the burden on diminishing groundwater aquifers. However, comprehensive microbial characterizations of these water sources are generally lacking, especially with regard to variations through time and across multiple water types. To address this knowledge gap we used a shotgun metagenomic approach to characterize the taxonomic and functional variations of microbial communities within two agricultural ponds, two freshwater creeks, two brackish rivers, and three water reclamation facilities located in the Mid-Atlantic, United States. Water samples (n = 24) were collected from all sites between October and November 2016, and filtered onto 0.2 μm membrane filters. Filters were then subjected to total DNA extraction and shotgun sequencing on the Illumina HiSeq platform. From these data, we found that Betaproteobacteria dominated the majority of freshwater sites, while Alphaproteobacteria were abundant at times in the brackish waters. One of these brackish sites was also host to a greater abundance of the bacterial genera Gimesia and Microcystis. Furthermore, predicted microbial features (e.g. antibiotic resistance genes (ARGs) and Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) arrays) varied based on specific site and sampling date. ARGs were found across samples, with the diversity and abundance highest in those from a reclamation facility and a wastewater-impacted freshwater creek. Additionally, we identified over 600 CRISPR arrays, containing ∼2600 unique spacers, suggestive of a diverse and often site-specific phage community. Overall, these results provide a better understanding of the complex microbial community in untreated surface and reclaimed waters, while highlighting possible environmental and human health impacts associated with their use in agriculture.
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Affiliation(s)
- Jessica Chopyk
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Daniel J Nasko
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA
| | - Sarah Allard
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Anthony Bui
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA
| | - Todd Treangen
- Department of Computer Science, Rice University, Houston, TX, USA
| | - Mihai Pop
- Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA
| | - Emmanuel F Mongodin
- Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
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17
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Reynoso G, Smith MR, Holmes CP, Keelan CR, McGrath SE, Alvarez GH, Coceano MA, Eldridge KA, Fried HI, Gilbert NE, Harris MT, Kohler LR, Modolo CM, Murray EA, Polisetti SM, Sales DJ, Walsh ES, Steffen MM. Bacterial community structure and response to nitrogen amendments in Lake Shenandoah (VA, USA). WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2019; 80:675-684. [PMID: 31661447 DOI: 10.2166/wst.2019.311] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Microbial processes are critical to the function of freshwater ecosystems, yet we still do not fully understand the factors that shape freshwater microbial communities. Furthermore, freshwater ecosystems are particularly susceptible to effects of environmental change, including influx of exogenous nutrients such as nitrogen and phosphorus. To evaluate the impact of nitrogen loading on the microbial community structure of shallow freshwater lakes, water samples collected from Lake Shenandoah (Virginia, USA) were incubated with two concentrations of either ammonium, nitrate, or urea as a nitrogen source. The potential impact of these nitrogen compounds on the bacterial community structure was assessed via 16S rRNA amplicon sequencing. At the phylum level, the dominant taxa in Lake Shenandoah were comprised of Actinobacteria and Proteobacteria, which were not affected by exposure to the various nitrogen treatments. Overall, there was not a significant shift in the diversity of the bacterial community of Lake Shenandoah with the addition of nitrogen sources, indicating this shallow system may be constrained by other environmental factors.
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Affiliation(s)
- G Reynoso
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: Virginia Polytechnic Institute and State University, Blacksburg, VA 24061, USA
| | - M R Smith
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: Texas A&M University, College Station, TX 77843, USA
| | - C P Holmes
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: Texas A&M University, College Station, TX 77843, USA
| | - C R Keelan
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - S E McGrath
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - G H Alvarez
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - M A Coceano
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: University of Wyoming, Laramie, WY 82071, USA
| | - K A Eldridge
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - H I Fried
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - N E Gilbert
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: University of Tennessee, Knoxville, TN 37996, USA
| | - M T Harris
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - L R Kohler
- James Madison University, Harrisonburg, VA 22807, USA E-mail: ; Current address: University of Kentucky, Lexington, KY 40508, USA
| | - C M Modolo
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - E A Murray
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - S M Polisetti
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - D J Sales
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - E S Walsh
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
| | - M M Steffen
- James Madison University, Harrisonburg, VA 22807, USA E-mail:
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18
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Allard SM, Callahan MT, Bui A, Ferelli AMC, Chopyk J, Chattopadhyay S, Mongodin EF, Micallef SA, Sapkota AR. Creek to Table: Tracking fecal indicator bacteria, bacterial pathogens, and total bacterial communities from irrigation water to kale and radish crops. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 666:461-471. [PMID: 30802661 DOI: 10.1016/j.scitotenv.2019.02.179] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Revised: 02/11/2019] [Accepted: 02/11/2019] [Indexed: 06/09/2023]
Abstract
The impact of microbially contaminated irrigation water on risks to produce safety and public health is a complex issue that is not well understood. This study tracked fecal indicators, pathogenic bacteria, and total bacterial communities from a creek water irrigation source to irrigated produce to assess the impact of irrigation events on soil and produce-associated microbiota. Kale and radishes were drip-irrigated using Mid-Atlantic creek water in October 2017. Plant and soil samples were collected immediately before and after irrigation, and for 3 consecutive days thereafter. All samples (n = 134), including irrigation water, were tested for generic Escherichia coli and total coliforms (TC) using standard membrane filtration or direct plating, and for Salmonella enterica and Listeria monocytogenes by selective enrichment. DNA extracted from all samples was PCR-amplified for the V3-V4 region of the 16S rRNA gene for bacterial community profiling. In soil, TC levels were significantly higher immediately and 3 days post-irrigation compared to pre-irrigation (p < 0.01). E. coli levels in soil increased after irrigation, but the difference was not significant (p = 0.31), and die-off was not observed. No E. coli were detected on kale leaves. TC increased over the study period on radish roots (p < 0.01) but not kale leaves (p = 0.43). Although target pathogens were detected in irrigation water, S. enterica was detected from only one post-irrigation kale sample and L. monocytogenes was not detected in the field. The 16S rRNA gene sequencing data revealed differences in bacterial community structure and composition across sample types and showed that radish soil and root surface bacterial communities were more strongly influenced by irrigation compared to kale samples. This study provides insights into the impact of irrigation water on fresh produce microbiota, revealing that, although irrigation did influence crop-associated microbiota (especially below ground) in the field, bacterial pathogens were not likely transferred to the crop.
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Affiliation(s)
- Sarah M Allard
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
| | - Mary Theresa Callahan
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.
| | - Anthony Bui
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
| | - Angela Marie C Ferelli
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.
| | - Jessica Chopyk
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
| | - Suhana Chattopadhyay
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
| | - Emmanuel F Mongodin
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.
| | - Shirley A Micallef
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA; Center for Food Safety and Security Systems, University of Maryland, College Park, MD, USA.
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.
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Chopyk J, Kulkarni P, Nasko DJ, Bradshaw R, Kniel KE, Chiu P, Sharma M, Sapkota AR. Zero-valent iron sand filtration reduces concentrations of virus-like particles and modifies virome community composition in reclaimed water used for agricultural irrigation. BMC Res Notes 2019; 12:223. [PMID: 30975220 PMCID: PMC6458639 DOI: 10.1186/s13104-019-4251-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 04/03/2019] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVE Zero-valent iron sand filtration can remove multiple contaminants, including some types of pathogenic bacteria, from contaminated water. However, its efficacy at removing complex viral populations, such as those found in reclaimed water used for agricultural irrigation, has not been fully evaluated. Therefore, this study utilized metagenomic sequencing and epifluorescent microscopy to enumerate and characterize viral populations found in reclaimed water and zero-valent iron-sand filtered reclaimed water sampled three times during a larger greenhouse study. RESULTS Zero-valent iron-sand filtered reclaimed water samples had significantly less virus-like particles than reclaimed water samples at all collection dates, with the reclaimed water averaging between 108 and 109 and the zero-valent iron-sand filtered reclaimed water averaging between 106 and 107 virus-like particles per mL. In addition, for both sample types, viral metagenomes (viromes) were dominated by bacteriophages of the order Caudovirales, largely Siphoviridae, and genes related to DNA metabolism. However, the proportion of sequences homologous to bacteria, as well as the abundance of genes possibly originating from a bacterial host, was higher in the viromes of zero-valent iron-sand filtered reclaimed water samples. Overall, zero-valent iron-sand filtered reclaimed water had a lower total concentration of virus-like particles and a different virome community composition compared to unfiltered reclaimed water.
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Affiliation(s)
- Jessica Chopyk
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, School of Public Health Building (255), 4200 Valley Drive, Room 2234P, College Park, MD, 20742, USA
| | - Prachi Kulkarni
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, School of Public Health Building (255), 4200 Valley Drive, Room 2234P, College Park, MD, 20742, USA
| | - Daniel J Nasko
- Center for Bioinformatics and Computational Biology, University of Maryland, College Park, MD, USA
| | - Rhodel Bradshaw
- United States Department of Agriculture, Agricultural Research Service, Environmental and Microbial Food Safety Laboratory, Beltsville, MD, 20705, USA
| | - Kalmia E Kniel
- Department of Animal and Food Sciences, University of Delaware, Newark, DE, 19716, USA
| | - Pei Chiu
- Department of Civil and Environmental Engineering, University of Delaware, Newark, DE, 19716, USA
| | - Manan Sharma
- United States Department of Agriculture, Agricultural Research Service, Environmental and Microbial Food Safety Laboratory, Beltsville, MD, 20705, USA
| | - Amy R Sapkota
- Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, School of Public Health Building (255), 4200 Valley Drive, Room 2234P, College Park, MD, 20742, USA.
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20
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Harrison AO, Moore RM, Polson SW, Wommack KE. Reannotation of the Ribonucleotide Reductase in a Cyanophage Reveals Life History Strategies Within the Virioplankton. Front Microbiol 2019; 10:134. [PMID: 30804913 PMCID: PMC6370689 DOI: 10.3389/fmicb.2019.00134] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 01/21/2019] [Indexed: 01/16/2023] Open
Abstract
Ribonucleotide reductases (RNRs) are ancient enzymes that catalyze the reduction of ribonucleotides to deoxyribonucleotides. They are required for virtually all cellular life and are prominent within viral genomes. RNRs share a common ancestor and must generate a protein radical for direct ribonucleotide reduction. The mechanisms by which RNRs produce radicals are diverse and divide RNRs into three major classes and several subclasses. The diversity of radical generation methods means that cellular organisms and viruses typically contain the RNR best-suited to the environmental conditions surrounding DNA replication. However, such diversity has also fostered high rates of RNR misannotation within subject sequence databases. These misannotations have resulted in incorrect translative presumptions of RNR biochemistry and have diminished the utility of this marker gene for ecological studies of viruses. We discovered a misannotation of the RNR gene within the Prochlorococcus phage P-SSP7 genome, which caused a chain of misannotations within commonly observed RNR genes from marine virioplankton communities. These RNRs are found in marine cyanopodo- and cyanosiphoviruses and are currently misannotated as Class II RNRs, which are O2-independent and require cofactor B12. In fact, these cyanoviral RNRs are Class I enzymes that are O2-dependent and may require a di-metal cofactor made of Fe, Mn, or a combination of the two metals. The discovery of an overlooked Class I β subunit in the P-SSP7 genome, together with phylogenetic analysis of the α and β subunits confirms that the RNR from P-SSP7 is a Class I RNR. Phylogenetic and conserved residue analyses also suggest that the P-SSP7 RNR may constitute a novel Class I subclass. The reannotation of the RNR clade represented by P-SSP7 means that most lytic cyanophage contain Class I RNRs, while their hosts, B12-producing Synechococcus and Prochlorococcus, contain Class II RNRs. By using a Class I RNR, cyanophage avoid a dependence on host-produced B12, a more effective strategy for a lytic virus. The discovery of a novel RNR β subunit within cyanopodoviruses also implies that some unknown viral genes may be familiar cellular genes that are too divergent for homology-based annotation methods to identify.
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Affiliation(s)
- Amelia O. Harrison
- School of Marine Science and Policy, University of Delaware, Newark, DE, United States
| | - Ryan M. Moore
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, United States
| | - Shawn W. Polson
- Center for Bioinformatics and Computational Biology, University of Delaware, Newark, DE, United States
| | - K. Eric Wommack
- School of Marine Science and Policy, University of Delaware, Newark, DE, United States
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