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Gul N, Qasim M, Khan SN, Rehman KU, Alissa M, Abusalim GS, Alghamdi SA, Alamoudi AJ, Kelabi E, Albaqami FMK. Winged odyssey: Profiling bacterial vistas in migratory avifauna via 16S rRNA sequencing. Microb Pathog 2024; 196:106980. [PMID: 39326805 DOI: 10.1016/j.micpath.2024.106980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 09/04/2024] [Accepted: 09/23/2024] [Indexed: 09/28/2024]
Abstract
Avian migration is an intrinsic biological phenomenon that involves trans-boundary movements to evade adverse ecological circumstances. During migration, avian gut bacterial taxa may serve as a potential source of bacterial dissemination via fecal contamination at stop-over sites. Therefore, bacterial taxa composition as well as diversities were investigated employing 16S rRNA sequencing in fecal samples collected from flocks of seven migratory avian species visiting southern districts of Khyber Pakhtunkhwa, Pakistan. The analysis revealed that Grus virgo exhibits the highest alpha diversity, followed by Aythya ferina while G. grus reflects lowest diversity among all the migratory avian fecal samples. The findings depicted significant variations in the bacterial beta diversities of migratory avifauna. At phylum level, Firmicutes, Proteobacteria, and Actinobacteriota showed the highest relative abundance in Plegadis falcinellus, Chlamydotis undulata and Aythya ferina respectively. Further exploration within phyla elucidates finer-scale taxonomic differences at the family and genus levels. This study identified potential pathogenic bacteria such as Staphylococcus, Streptococcus, Enterococcus, Proteus, Clostridium sensu stricto 1, Fusobacterium and Escherichia that offers valuable insight into the microbiological hazards associated with migratory birds. Although pathogenicity was not directly assessed, the observed relative abundance of opportunistic bacterial genera suggests continuous surveillance of gut bacterial community during migration to safeguard avian biodiversity and mitigate escalating threats of infection emergence and dissemination.
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Affiliation(s)
- Naila Gul
- Department of Zoology, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan
| | - Muhammad Qasim
- Department of Microbiology, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan
| | - Shahid Niaz Khan
- Department of Zoology, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan.
| | - Khalil Ur Rehman
- Institute of Chemical Sciences, Gomal University, Dera Ismail Khan, KPK, Pakistan.
| | - Mohammed Alissa
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | - Ghadah S Abusalim
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | - Suad A Alghamdi
- Department of Medical Laboratory, College of Applied Medical Sciences, Prince Sattam bin Abdulaziz University, Al-Kharj, 11942, Saudi Arabia
| | - Abdulmohsin J Alamoudi
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, King Abdulaziz University, Jeddah, 21589, Saudi Arabia
| | - Eman Kelabi
- Departnent of Chemistry, Alwajh College, University of Tabuk, Tabuk, Saudi Arabia
| | - Faisal Miqad K Albaqami
- Department of Biology, Faculty of Science, Islamic University of Madinah, Madinah, 42351, Saudi Arabia
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Lewis JA, Frost VJ, Heard MJ. Examining the potential impacts of a coastal renourishment project on the presence and abundance of Escherichia coli. PLoS One 2024; 19:e0304061. [PMID: 38787843 PMCID: PMC11125542 DOI: 10.1371/journal.pone.0304061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 05/06/2024] [Indexed: 05/26/2024] Open
Abstract
Erosion poses a significant threat to oceanic beaches worldwide. To combat this threat, management agencies often utilize renourishment, which supplements eroded beaches with offsite sand. This process can alter the physical characteristics of the beach and can influence the presence and abundance of microbial communities. In this study, we examined how an oceanic beach renourishment project may have impacted the presence and abundance of Escherichia coli (E. coli), a common bacteria species, and sand grain size, a sediment characteristic that can influence bacterial persistence. Using an observational field approach, we quantified the presence and abundance of E. coli in sand (from sub-tidal, intertidal, and dune zones on the beach) and water samples at study sites in both renourished and non-renourished sections of Folly Beach, South Carolina, USA in 2014 and 2015. In addition, we also measured how renourishment may have impacted sand grain size by quantifying the relative frequency of grain sizes (from sub-tidal, intertidal, and dune zones on the beach) at both renourished and non-renourished sites. Using this approach, we found that E. coli was present in sand samples in all zones of the beach and at each of our study sites in both years of sampling but never in water samples. Additionally, we found that in comparison to non-renourished sections, renourished sites had significantly higher abundances of E. coli and coarser sand grains in the intertidal zone, which is where renourished sand is typically placed. However, these differences were only present in 2014 and were not detected when we resampled the study sites in 2015. Collectively, our findings show that E. coli can be commonly found in this sandy beach microbial community. In addition, our results suggest that renourishment has the potential to alter both the physical structure of the beach and the microbial community but that these impacts may be short-lived.
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Affiliation(s)
- Jordan A. Lewis
- Department of Biology, Winthrop University, Rock Hill, South Carolina, United States of America
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, Connecticut, United States of America
| | - Victoria J. Frost
- Department of Biology, Winthrop University, Rock Hill, South Carolina, United States of America
| | - Matthew J. Heard
- Department of Biology, Belmont University, Nashville, Tennessee, United States of America
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Hart JJ, Jamison MN, Porter AM, McNair JN, Szlag DC, Rediske RR. Fecal Impairment Framework, A New Conceptual Framework for Assessing Fecal Contamination in Recreational Waters. ENVIRONMENTAL MANAGEMENT 2024; 73:443-456. [PMID: 37658902 DOI: 10.1007/s00267-023-01878-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 08/24/2023] [Indexed: 09/05/2023]
Abstract
Fecal pollution of surface water is a pervasive problem that negatively affects waterbodies concerning both public health and ecological functions. Current assessment methods monitor fecal indicator bacteria (FIB) to identify pollution sources using culture-based quantification and microbial source tracking (MST). These types of information assist stakeholders in identifying likely sources of fecal pollution, prioritizing them for remediation, and choosing appropriate best management practices. While both culture-based quantification and MST are useful, they yield different kinds of information, potentially increasing uncertainty in prioritizing sources for management. This study presents a conceptual framework that takes separate human health risk estimates based on measured MST and E. coli concentrations as inputs and produces an estimate of the overall fecal impairment risk as its output. The proposed framework is intended to serve as a supplemental screening tool for existing monitoring programs to aid in identifying and prioritizing sites for remediation. In this study, we evaluated the framework by applying it to two primarily agricultural watersheds and several freshwater recreational beaches using existing routine monitoring data. Based on a combination of E. coli and MST results, the proposed fecal impairment framework identified four sites in the watersheds as candidates for remediation and identified temporal trends in the beach application. As these case studies demonstrate, the proposed fecal impairment framework is an easy-to-use and cost-effective supplemental screening tool that provides actionable information to managers using existing routine monitoring data, without requiring specialized expertize.
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Affiliation(s)
- John J Hart
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA.
| | - Megan N Jamison
- Department of Chemistry, Oakland University, 146 Library Dr., Rochester, MI, 48309, USA
- The Ohio State University, 281 W Lane Ave, Columbus, OH, 43210, USA
| | - Alexis M Porter
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA
| | - James N McNair
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA
| | - David C Szlag
- Department of Chemistry, Oakland University, 146 Library Dr., Rochester, MI, 48309, USA
| | - Richard R Rediske
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA
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Penna A, Marini M, Ferrarin C, Guicciardi S, Grilli F, Baldrighi E, Ricci F, Casabianca S, Capellacci S, Marinchel N, Penna P, Moro F, Campanelli A, Bolognini L, Ordulj M, Krzelj M, Špada V, Bilić J, Sikoronja M, Bujas N, Manini E. Fecal bacteria contamination in the Adriatic Sea: Investigating environmental factors and modeling to manage recreational coastal waters. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 338:122700. [PMID: 37804906 DOI: 10.1016/j.envpol.2023.122700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Revised: 09/28/2023] [Accepted: 10/04/2023] [Indexed: 10/09/2023]
Abstract
This study is based on assessing fecal indicator bacteria contamination along meteorological, hydrological and physical-chemical variables after high rainy events during the summer period. The study focused on four different coastal sites in the western and eastern Adriatic coast characterized by various geomorphological and hydrological features, levels of urbanization and anthropogenic pressures, with the aim of finding appropriate and effective solutions to ensure the safety and sustainability of tourism and public health. Detailed in-situ survey revealed a wide range of fecal indicator bacterial (FIB) across the different river mouths with concentrations of E. coli ranging from 165 to 6700 CFU 100 mL-1. It was found that nitrogen compounds track microbial load and acted as tracers for fecal contaminants. Further, a modelling tool was also used to analyze the spatial and temporal distribution of fecal pollution at these coastal sites. The integrated monitoring through high frequent survey in river waters and modeling framework allowed for the estimation of fecal indicator bacterial load at the river mouth and examination of fecal pollutant dispersion in recreational waters, considering different scenarios of fecal dispersion along the coast. This study formed the basis of a robust decision support system aimed at improving the management of recreational areas and ensuring the protection of water bodies through efficient management of bathing areas.
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Affiliation(s)
- Antonella Penna
- Department of Biomolecular Sciences, University of Urbino, 61029, Urbino, Italy; Inter-Institute Center for Research on Marine Biodiversity, Resources and Biotechnologies, 61032, Fano, Italy.
| | - Mauro Marini
- Inter-Institute Center for Research on Marine Biodiversity, Resources and Biotechnologies, 61032, Fano, Italy; Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Christian Ferrarin
- Institute of Marine Sciences - ISMAR, National Research Council - CNR, 30122, Venice, Italy
| | - Stefano Guicciardi
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Federica Grilli
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Elisa Baldrighi
- Department of Biology, University of Nevada-Reno, 89557, Reno, Nevada, USA
| | - Fabio Ricci
- Department of Biomolecular Sciences, University of Urbino, 61029, Urbino, Italy; Inter-Institute Center for Research on Marine Biodiversity, Resources and Biotechnologies, 61032, Fano, Italy
| | - Silvia Casabianca
- Department of Biomolecular Sciences, University of Urbino, 61029, Urbino, Italy; Inter-Institute Center for Research on Marine Biodiversity, Resources and Biotechnologies, 61032, Fano, Italy
| | - Samuela Capellacci
- Department of Biomolecular Sciences, University of Urbino, 61029, Urbino, Italy; Inter-Institute Center for Research on Marine Biodiversity, Resources and Biotechnologies, 61032, Fano, Italy
| | - Nadia Marinchel
- Department of Biomolecular Sciences, University of Urbino, 61029, Urbino, Italy
| | - Pierluigi Penna
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Fabrizio Moro
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Alessandra Campanelli
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
| | - Luigi Bolognini
- Department Territory and Environment, Marche Region, 60125, Ancona, Italy
| | - Marin Ordulj
- Department of Marine Studies, University of Split, 21000, Split, Croatia
| | - Maja Krzelj
- Department of Marine Studies, University of Split, 21000, Split, Croatia
| | - Vedrana Špada
- Istrian University of Applied Sciences, 52100, Pula, Croatia
| | - Josipa Bilić
- Istrian University of Applied Sciences, 52100, Pula, Croatia
| | - Marija Sikoronja
- Water Management Institute, Croatian Waters, 10000, Zagreb, Croatia
| | - Neven Bujas
- Water Management Institute, Croatian Waters, 10000, Zagreb, Croatia
| | - Elena Manini
- Institute of Marine Biological Resources and Biotechnologies - CNR IRBIM, 60125, Ancona, Italy
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Hart JJ, Jamison MN, McNair JN, Woznicki SA, Jordan B, Rediske RR. Using watershed characteristics to enhance fecal source identification. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2023; 336:117642. [PMID: 36907065 DOI: 10.1016/j.jenvman.2023.117642] [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: 07/14/2022] [Revised: 11/17/2022] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
Fecal pollution is one of the most prevalent forms of pollution affecting waterbodies worldwide, threatening public health and negatively impacting aquatic environments. Microbial source tracking (MST) applies polymerase chain reaction (PCR) technology to help identify the source of fecal pollution. In this study, we combine spatial data for two watersheds with general and host-associated MST markers to target human (HF183/BacR287), bovine (CowM2), and general ruminant (Rum2Bac) sources. Concentrations of MST markers in samples were determined with droplet digital PCR (ddPCR). The three MST markers were detected at all sites (n = 25), but bovine and general ruminant markers were significantly associated with watershed characteristics. MST results, combined with watershed characteristics, suggest that streams draining areas with low-infiltration soil groups and high agricultural land use are at an increased risk for fecal contamination. Microbial source tracking has been applied in numerous studies to aid in identifying the sources of fecal contamination, but these studies usually lack information on the involvement of watershed characteristics. Our study combined watershed characteristics with MST results to provide more comprehensive insight into the factors that influence fecal contamination in order to implement the most effective best management practices.
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Affiliation(s)
- John J Hart
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA.
| | - Megan N Jamison
- Oakland University, Department of Chemistry, 146 Library Dr., Rochester, MI, 48309, USA.
| | - James N McNair
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA.
| | - Sean A Woznicki
- Oakland University, Department of Chemistry, 146 Library Dr., Rochester, MI, 48309, USA.
| | - Ben Jordan
- Ottawa Conservation District, 16731 Ferris St, Grand Haven, MI, 49417, USA.
| | - Richard R Rediske
- Robert B. Annis Water Resources Institute, 740 West Shoreline Dr, Muskegon, MI, 49441, USA.
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Abstract
Escherichia coli contain a high level of genetic diversity and are generally associated with the guts of warm-blooded animals but have also been isolated from secondary habitats outside hosts. We used E. coli isolates from previous in situ microcosm experiments conducted under actual beach conditions and performed population-level genomic analysis to identify accessory genes associated with survival within the beach sand environment. E. coli strains capable of surviving had been selected for by seeding isolates originating from sand, sewage, and gull waste (n = 528; 176 from each source) into sand, which was sealed in microcosm chambers and buried for 45 days in the backshore beach of Lake Michigan. In the current work, survival-associated genes were identified by comparing the pangenome of viable E. coli populations at the end of the microcosm experiment with the original isolate collection and identifying loci enriched in the out put samples. We found that environmental survival was associated with a wide variety of genetic factors, with the majority corresponding to metabolism enzymes and transport proteins. Of the 414 unique functions identified, most were present across E. coli phylogroups, except B2 which is often associated with human pathogens. Gene modules that were enriched in surviving populations included a betaine biosynthesis pathway, which produces an osmoprotectant, and the GABA (gamma-aminobutyrate) biosynthesis pathway, which aids in pH homeostasis and nutrient use versatility. Overall, these results demonstrate that the genetic flexibility within this species allows for survival in the environment for extended periods. IMPORTANCE Escherichia coli is commonly used as an indicator of recent fecal pollution in recreational water despite its known ability to survive in secondary environments, such as beach sand. These long-term survivors from sand reservoirs can be introduced into the water column through wave action or runoff during precipitation events, thereby impacting the perception of local water quality. Current beach monitoring methods cannot differentiate long-term environmental survivors from E. coli derived from recent fecal input, resulting in inaccurate monitoring results and unnecessary beach closures. This work identified the genetic factors that are associated with long-term survivors, providing insight into the mechanistic basis for E. coli accumulation in beach sand. A greater understanding of the intrinsic ability of E. coli to survive long-term and conditions that promote such survival will provide evidence of the limitations of beach water quality assessments using this indicator.
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Gao Z, Song H, Dong H, Ji X, Lei Z, Tian Y, Wu Y, Zou H. Comparative analysis of intestinal flora between rare wild red-crowned crane and white-naped crane. Front Microbiol 2022; 13:1007884. [PMID: 36532425 PMCID: PMC9752901 DOI: 10.3389/fmicb.2022.1007884] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 11/14/2022] [Indexed: 10/17/2024] Open
Abstract
INTRODUCTION Animal intestines are extremely rich in microbial ecosystems. Numerous studies in different fields, such as epidemiology and histology, have revealed that gut microorganisms considerably mediate the survival and reproduction of animals. However, gut microbiology studies of homogeneously distributed wild cranes are still rare. This study aimed to understand the structural composition of the gut microbial community of wild cranes and elucidate the potential roles of the microorganisms. METHODS We used high-throughput sequencing to analyze the gut microbial community structure of wild cranes in the Zhalong Nature Reserve. RESULTS A total of 1,965,683 valid tags and 5248 OTUs were obtained from 32 fecal samples. Twenty-six bacteria phyla and 523 genera were annotated from the intestinal tract of the red-crowned crane. Twenty-five bacteria phyla and 625 genera were annotated from the intestine of the white-naped crane. Firmicutes, Proteobacteria, and Bacteroidetes are the dominant bacterial phyla in the intestinal tract of red-crowned cranes, while Catellicoccus, Lactobacillus, Neisseria, and Streptococcus were the dominant genera. The dominant bacterial phyla in the intestinal tract of white-naped cranes were Firmicutes, Proteobacteria, Bacteroidetes, Epsilonbacteraeota, Actinobacteria, and Fusobacteria. However, the dominant genera were Catellicoccus, Lactobacillus, Neisseria, Campylobacter, Streptococcus, Anaerobiospirillum, Romboutsia, Turicibacter, Haemophilus, and Lautropia. Firmicutes had significantly higher relative abundance in the intestine of the red-crowned than white-naped cranes (P < 0.05). However, the relative abundance of Actinobacteria and Bacteroidetes was significantly higher (P < 0.05) in the intestines of white-naped than red-crowned cranes. The diversity of the intestinal flora between the two crane species was significantly different (P < 0.05). Besides, the alpha diversity of the intestinal flora was higher for white-naped than red-crowned cranes. Eight of the 41 functional pathways differed in the gut of both crane species (P < 0.05). DISCUSSION Both species live in the same area and have similar feeding and behavioral characteristics. Therefore, host differences are possibly the main factors influencing the structural and functional differences in the composition of the gut microbial community. This study provides important reference data for constructing a crane gut microbial assessment system. The findings have implications for studying deeper relationships between crane gut microbes and genetics, nutrition, immunity, and disease.
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Affiliation(s)
- Zhongsi Gao
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Hongwei Song
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Haiyan Dong
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Xiaolong Ji
- Department of Genetics, College of Life Science, Northeast Forestry University, Harbin, China
| | - Zefeng Lei
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Ye Tian
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Yining Wu
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
| | - Hongfei Zou
- College of Wildlife and Protected Area, Northeast Forestry University, Harbin, China
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Microbial Source Tracking as a Method of Determination of Beach Sand Contamination. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19137934. [PMID: 35805592 PMCID: PMC9265816 DOI: 10.3390/ijerph19137934] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 06/23/2022] [Accepted: 06/24/2022] [Indexed: 02/04/2023]
Abstract
Beach sand may act as a reservoir for numerous microorganisms, including enteric pathogens. Several of these pathogens originate in human or animal feces, which may pose a public health risk. In August 2019, high levels of fecal indicator bacteria (FIB) were detected in the sand of the Azorean beach Prainha, Terceira Island, Portugal. Remediation measures were promptly implemented, including sand removal and the spraying of chlorine to restore the sand quality. To determine the source of the fecal contamination, during the first campaign, supratidal sand samples were collected from several sites along the beach, followed by microbial source tracking (MST) analyses of Bacteroides marker genes for five animal species, including humans. Some of the sampling sites revealed the presence of marker genes from dogs, seagulls, and ruminants. Making use of the information on biological sources originating partially from dogs, the municipality enforced restrictive measures for dog-walking at the beach. Subsequent sampling campaigns detected low FIB contamination due to the mitigation and remediation measures that were undertaken. This is the first case study where the MST approach was used to determine the contamination sources in the supratidal sand of a coastal beach. Our results show that MST can be an essential tool to determine sources of fecal contamination in the sand. This study shows the importance of holistic management of beaches that should go beyond water quality monitoring for FIB, putting forth evidence for beach sand monitoring.
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