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Mamawal DRD, Rivera WL. Combined application of metagenomics and FEAST to trace sources of microbial eukaryotic contamination in the Pasig-Marikina-San Juan (PAMARISAN) river system in Metro Manila, Philippines. ENVIRONMENTAL MONITORING AND ASSESSMENT 2025; 197:196. [PMID: 39856417 DOI: 10.1007/s10661-025-13630-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Accepted: 01/14/2025] [Indexed: 01/27/2025]
Abstract
Microbial eukaryotes are vital to global microbial diversity, but there is limited information about their composition and sources in contaminated surface waters. This study examined the pathogens and potential sources of microbial eukaryotic communities in polluted sink environments using the 18S rDNA amplicon sequencing combined with the fast expectation-maximization for microbial source tracking (FEAST) program. Six sampling sites were selected along the Pasig-Marikina-San Juan (PAMARISAN) River System, representing different locations within the waterway and classified as sinks (n = 12), whereas animal fecal samples collected from various farms were classified as sources (n = 29). Taxonomic composition revealed Stramenopila, Alveolata, Rhizaria (SAR), Archaeplastida, and Excavata in the rivers, accounting for 85.1%, 13.2%, and 0.36% mean abundance of microbial sink communities, respectively. Clinically relevant human pathogens were also observed in sink environments. The correlation test demonstrated that dissolved oxygen, total suspended solids, pH, temperature, fecal coliform count, and phosphates were important environmental factors driving community variations. Moreover, FEAST results indicated that sewage (19.6%) was the primary source of microbial eukaryotes, followed by duck (0.644%) and cow (0.566%) feces. Spatio-seasonal variations showed higher contributions at downstream stations and during the wet season, highlighting the role of rainfall in enhancing microbial dispersal. Results from community-based microbial source tracking can be used to explore factors shaping microbial eukaryotes in freshwater environments, assess potential pathogen-related hazards, and inform river conservation and management strategies. Furthermore, this also serves as preliminary data for microbial eukaryotic source tracking in the Philippines, laying groundwork for future research.
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Affiliation(s)
- Diana Rose D Mamawal
- Pathogen-Host-Environment Interactions Research Laboratory, Institute of Biology, College of Science, University of the Philippines Diliman, 1101, Quezon City, Philippines
| | - Windell L Rivera
- Pathogen-Host-Environment Interactions Research Laboratory, Institute of Biology, College of Science, University of the Philippines Diliman, 1101, Quezon City, Philippines.
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Castaño-Henao L, Mendez DFG, Egan S, Sanabria J. Changes in groundwater and surface water bacterial communities under disinfection processes: Chlorination, ozonization, photo-fenton and ultraviolet radiation. CURRENT RESEARCH IN MICROBIAL SCIENCES 2024; 7:100244. [PMID: 38974672 PMCID: PMC11225702 DOI: 10.1016/j.crmicr.2024.100244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 10/07/2023] [Accepted: 05/22/2024] [Indexed: 07/09/2024] Open
Abstract
Pathogenic bacteria, introduced in water sources through faecal contamination, have traditionally been investigated as individual species, leading to the establishment of microbial, sanitary, and environmental quality indicators. Recent advancements in our understanding of the microbiome and its intricate interactions within the human-microbiome-environment network advocate for a broader evaluation of the impact of disinfection on the entire microbial community. In this study, we conducted a comprehensive screening experiment involving four disinfection processes; ozone, ultraviolet radiation with wavelengths between 200 - 280 nm (UV-C), photo-Fenton, and chlorination, applied to two distinct water sources; surface (SW) and groundwater (GW). The cells that remained viable after treatment were recovered using Brain Heart Infusion (BHI) broth, and 16S rRNA gene sequencing was used for their identification. Our findings confirmed the presence of faecal contamination in the water sources and revealed distinct effects of each treatment on the recovered bacterial populations. The chlorination of groundwater samples likely had a greater impact on bacteria in a vegetative state than on spores. Consequently, this led to a higher abundance in the BHI cultures of sporulating bacteria such as Bacillus (increasing from 0.36 to 93.62 %), while ozonation led to an elevated recovery of Pseudomonas (increasing from 45.2 to 69.9 %). Conversely, in surface water, calcium hypochlorite and ozone treatments favored the selection of Staphylococcus and Bacillus, whose relative abundance in the cultures increased from 0 to 39.22 % and from 0.35 to 96.6 %, respectively. In groundwater, Pseudomonas was resistant to UV-C radiation and their relative abundance increased from 45.2 % to 93.56 %, while photo-Fenton was effective against this bacterial group decreasing its relative abundance to 0.46 %. However, other genera such as Bacteroides, Aeromonas, and Citrobacter seemed to be less injured by this disinfection process. BHI broth was successful in recovering various bacterial groups that exhibited resistance to sublethal water disinfection.
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Affiliation(s)
- Lucía Castaño-Henao
- Environmental Microbiology and Biotechnology Laboratory, Engineering Faculty, Engineering School of Environmental & Natural Resources, Universidad del Valle - Mélendez Campus, Calle 13 # 100 -00, Cali, Colombia
| | | | - Siobhon Egan
- Australian National Phenome Centre, Murdoch University, Perth, WA 6150, Australia
| | - Janeth Sanabria
- Environmental Microbiology and Biotechnology Laboratory, Engineering Faculty, Engineering School of Environmental & Natural Resources, Universidad del Valle - Mélendez Campus, Calle 13 # 100 -00, Cali, Colombia
- Australian National Phenome Centre, Murdoch University, Perth, WA 6150, Australia
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Capri FC, Prazzi E, Casamento G, Gambino D, Cassata G, Alduina R. Correlation Between Microbial Community and Hatching Failure in Loggerhead Sea Turtle Caretta caretta. MICROBIAL ECOLOGY 2023; 86:1923-1933. [PMID: 36805785 PMCID: PMC10497424 DOI: 10.1007/s00248-023-02197-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
Microbial communities provide essential information about host ecology and could be helpful as a tool to improve species conservation efforts. However, microbes can also infect and compromise the host development process and viability. Caretta caretta is the most widespread marine turtle species in the Mediterranean basin and is the only species of sea turtle nesting along the Italian coasts. Little is known about the microbiota composition of the nest of sea turtles and its correlation with hatching failures. In this study, the microbial composition of two nests of C. caretta featuring different rates of hatching success from a nesting beach in Lampedusa (Italy) was analyzed and compared. The bacterial community was determined using culture-dependent methods and next-generation sequencing based on 16S rRNA gene metabarcoding analysis. Our results showed five dominant bacterial phyla (Proteobacteria, Bacteroidetes, Actinobacteria, Verrucomicrobia, and Firmicutes) and indicated different bacterial families (Pseudomonadaceae and Brucellaceae) as likely causes of hatching failures. Besides, our findings demonstrated the nests' active role in modulating the sand's bacterial communities. This study suggests microbiological analysis could be a valuable tool in monitoring nests to take preventive actions and reduce hatching failures.
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Affiliation(s)
- Fanny Claire Capri
- Dipartimento Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche, Viale delle Scienze, University of Palermo, 90133 Palermo, Italy
| | - Elena Prazzi
- Legambiente Sicilia-Ente Gestore Riserva Naturale Orientata Isola di Lampedusa, Via Vittorio Emanuele, 25, 92031 Lampedusa, AG Italy
| | - Giulia Casamento
- Legambiente Sicilia-Ente Gestore Riserve Naturali, via Paolo Gili,4, 90138 Palermo, PA Italy
| | - Delia Gambino
- Istituto Zooprofilattico Sperimentale della Sicilia “A. Mirri”, Via G. Marinuzzi, 3, 90129 Palermo, Italy
| | - Giovanni Cassata
- Istituto Zooprofilattico Sperimentale della Sicilia “A. Mirri”, Via G. Marinuzzi, 3, 90129 Palermo, Italy
| | - Rosa Alduina
- Dipartimento Scienze e Tecnologie Biologiche, Chimiche e Farmaceutiche, Viale delle Scienze, University of Palermo, 90133 Palermo, Italy
- NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133 Palermo, Italy
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Basili M, Perini L, Zaggia L, Luna GM, Quero GM. Integrating culture-based and molecular methods provides an improved assessment of microbial quality in a coastal lagoon. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 334:122140. [PMID: 37414126 DOI: 10.1016/j.envpol.2023.122140] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 06/07/2023] [Accepted: 07/02/2023] [Indexed: 07/08/2023]
Abstract
Faecal pollution in aquatic environments is a worldwide public health concern, yet the reliability and comprehensiveness of the methods used to assess faecal contamination are still debated. We compared three approaches, namely a culture-based method to enumerate Faecal Indicator Bacteria (FIB), a FIB-targeting qPCR assay, and High-Throughput Sequencing (HTS) to detect faeces- and sewage-associated taxa in water and sediment samples of an impacted model lagoon and its adjacent sea across one year. Despite at different levels, all approaches agreed in showing a higher contamination in the lagoon than in the sea, and higher in sediments than water. FIB significantly correlated when considering separately sediment and water, and when using both cultivation and qPCR. Similarly, FIB correlated between cultivation and qPCR, but qPCR provided consistently higher estimates of FIB. Faeces-associated bacteria positively correlated with cultivated FIB in both compartments, whereas sewage-associated bacteria did only in water. Considering their benefits and limitations, we conclude that, in our study site, improved quali-quantitative information on contamination is provided when at least two approaches are combined (e.g., cultivation and qPCR or HTS data). Our results provide insights to move beyond the use of FIB to improve faecal pollution management in aquatic environments and to incorporate HTS analysis into routine monitoring.
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Affiliation(s)
- Marco Basili
- CNR IRBIM, National Research Council - Institute of Marine Biological Resources and Biotechnologies, Largo Fiera della Pesca, 60125, Ancona, Italy
| | - Laura Perini
- Department of Environmental Science, Aarhus University, 4000, Roskilde, Denmark
| | - Luca Zaggia
- CNR IGG, National Research Council - Institute of Geosciences and Earth Resources, Via G. Gradenigo 6, 35131, Padova, Italy
| | - Gian Marco Luna
- CNR IRBIM, National Research Council - Institute of Marine Biological Resources and Biotechnologies, Largo Fiera della Pesca, 60125, Ancona, Italy
| | - Grazia Marina Quero
- CNR IRBIM, National Research Council - Institute of Marine Biological Resources and Biotechnologies, Largo Fiera della Pesca, 60125, Ancona, Italy.
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Ma F, Wang C, Zhang Y, Chen J, Xie R, Sun Z. Development of Microbial Indicators in Ecological Systems. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13888. [PMID: 36360768 PMCID: PMC9654993 DOI: 10.3390/ijerph192113888] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 10/22/2022] [Accepted: 10/24/2022] [Indexed: 06/16/2023]
Abstract
Indicators can monitor ecological environment changes and help maintain ecological balance. Bioindicators are divided into animal, plant, and microbial indicators, of which animal and plant indicators have previously been the most researched, but microbial indicators have drawn attention recently owing to their high sensitivity to the environment and their potential for use in monitoring environmental changes. To date, reviews of studies of animals and plants as indicator species have frequently been conducted, but reviews of research on microorganisms as indicator species have been rare. In this review, we summarize and analyze studies using microorganisms as indicator species in a variety of ecosystems, such as forests, deserts, aquatic and plateau ecosystems, and artificial ecosystems, which are contained in wetlands, farmlands, and mining ecosystems. This review provides useful information for the further use of microorganisms as indicators to reflect the changes in different environmental ecosystems.
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Affiliation(s)
- Fangzhou Ma
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing 210042, China
| | - Chenbin Wang
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing 210042, China
| | - Yanjing Zhang
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing 210042, China
| | - Jing Chen
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing 210042, China
| | - Rui Xie
- Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment, Nanjing 210042, China
| | - Zhanbin Sun
- School of Light Industry, Beijing Technology and Business University, Beijing 100048, China
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The Geochemical Drivers of Bacterial Community Diversity in the Watershed Sediments of the Heihe River (Northern China). WATER 2022. [DOI: 10.3390/w14121948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The city of Zhangye (Gansu Region, China) has been subjected to several changes related to the development of new profitable human activities. Unfortunately, this growth has led to a general decrease in water quality due to the release of several toxic wastes and pollutants (e.g., heavy metals) into the Heihe River. In order to assess the environmental exposure and the potential threat to human health, microbiological diversity for the monitoring of water pollution by biotic and abiotic impact factors was investigated. In particular, we analysed samples collected on different sites using 454 pyrotag sequencing of the 16S ribosomal genes. Then, we focused on alpha-diversity indices to test the hypothesis that communities featuring lower diversity show higher resistance to the disturbance events. The findings report that a wide range of environmental factors such as pH, nutrients and chemicals (heavy metals (HMs)), affected microbial diversity by stimulating mutualistic relationships among bacteria. Furthermore, a selection in bacterial taxa related to the different concentrations of polluting compounds was highlighted. Supporting the hypothesis, our investigation highlights the importance of microbial communities as sentinels for ecological status diagnosis.
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