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Sini P, Galleri G, Ciampelli C, Galioto M, Padedda BM, Lugliè A, Iaccarino C, Crosio C. Evaluation of cyanotoxin L-BMAA effect on α-synuclein and TDP43 proteinopathy. Front Immunol 2024; 15:1360068. [PMID: 38596666 PMCID: PMC11002123 DOI: 10.3389/fimmu.2024.1360068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/14/2024] [Indexed: 04/11/2024] Open
Abstract
The complex interplay between genetic and environmental factors is considered the cause of neurodegenerative diseases including Parkinson's disease (PD) and Amyotrophic Lateral Sclerosis (ALS). Among the environmental factors, toxins produced by cyanobacteria have received much attention due to the significant increase in cyanobacteria growth worldwide. In particular, L-BMAA toxin, produced by diverse taxa of cyanobacteria, dinoflagellates and diatoms, has been extensively correlated to neurodegeneration. The molecular mechanism of L-BMAA neurotoxicity is still cryptic and far from being understood. In this research article, we have investigated the molecular pathways altered by L-BMAA exposure in cell systems, highlighting a significant increase in specific stress pathways and an impairment in autophagic processes. Interestingly, these changes lead to the accumulation of both α-synuclein and TDP43, which are correlated with PD and ALS proteinopathy, respectively. Finally, we were able to demonstrate specific alterations of TDP43 WT or pathological mutants with respect to protein accumulation, aggregation and cytoplasmic translocation, some of the typical features of both sporadic and familial ALS.
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Affiliation(s)
- Paola Sini
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Grazia Galleri
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Cristina Ciampelli
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Manuela Galioto
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Bachisio Mario Padedda
- Laboratory of Ecology, Department of Architecture, Design and Urban Planning, University of Sassari, Sassari, Italy
| | - Antonella Lugliè
- Laboratory of Ecology, Department of Architecture, Design and Urban Planning, University of Sassari, Sassari, Italy
| | - Ciro Iaccarino
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Claudia Crosio
- Laboratory of Molecular Biology, Department of Biomedical Sciences, University of Sassari, Sassari, Italy
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Raptová P, Skočková V, Babica P, Sovadinová I, Sychrová E, Vídeňská P, Šplíchalová P, Vašíček O, Šindlerová L. Cyanobacterial bloom-associated lipopolysaccharides induce pro-inflammatory processes in keratinocytes in vitro. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2024; 105:104342. [PMID: 38092246 DOI: 10.1016/j.etap.2023.104342] [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: 06/26/2023] [Revised: 10/23/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023]
Abstract
Our previous studies have shown that CyanoHAB LPS (lipopolysaccharides) and LPS from cyanobacterial cultures induce pro-inflammatory effects on intestinal epithelial and immune cells in vitro. To expand our understanding, we investigated their impact on human keratinocytes, which are targeted during water recreational activities. LPS samples were isolated from CyanoHAB biomasses dominated by Microcystis, Aphanizomenon, Planktothrix, and Dolichospermum, or from axenic cultures of these genera. We identified two CyanoHAB biomasses containing a high proportion of Gram-negative bacteria, including potentially pathogenic genera. These biomasses showed the highest induction of interleukin (IL) 8, IL-6, C-C motif chemokine ligand (CCL) 2 (also known as MCP-1), and CCL20 production by HaCaT cells. Interestingly, all CyanoHAB-derived LPS and LPS from axenic cultures (except for Microcystis) accelerated cell proliferation and migration. Our findings highlight the role of G- bacteria composition and LPS structural disparities in influencing these effects, with implications for skin health during recreational activities.
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Affiliation(s)
- P Raptová
- Department of Biophysics of Immune System, Institute of Biophysics of the Czech Academy of Sciences, Brno 61200, Czech Republic; Department of Experimental Biology, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - V Skočková
- Department of Biophysics of Immune System, Institute of Biophysics of the Czech Academy of Sciences, Brno 61200, Czech Republic; Department of Experimental Biology, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - P Babica
- RECETOX, Faculty of Science, Masaryk University, Brno 62500, Czech Republic; Department of Experimental Phycology and Ecotoxicology, Institute of Botany of the Czech Academy of Sciences, Brno 60200, Czech Republic.
| | - I Sovadinová
- RECETOX, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - E Sychrová
- RECETOX, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - P Vídeňská
- RECETOX, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - P Šplíchalová
- RECETOX, Faculty of Science, Masaryk University, Brno 62500, Czech Republic.
| | - O Vašíček
- Department of Biophysics of Immune System, Institute of Biophysics of the Czech Academy of Sciences, Brno 61200, Czech Republic.
| | - L Šindlerová
- Department of Biophysics of Immune System, Institute of Biophysics of the Czech Academy of Sciences, Brno 61200, Czech Republic.
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Reif JS, Stockley N, Harvey K, McFarland M, Gordon SC, Schaefer AM. Symptom frequency and exposure to a cyanobacteria bloom in Florida. HARMFUL ALGAE 2023; 129:102526. [PMID: 37951612 DOI: 10.1016/j.hal.2023.102526] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 10/11/2023] [Accepted: 10/15/2023] [Indexed: 11/14/2023]
Abstract
This investigation was undertaken to characterize health effects associated with a major bloom of blue-green algae due to the proliferation Microcystis aeruginosa that occurred in Florida in 2018. Cyanobacteria produce multiple toxins, including the potent hepatotoxic microcystins (MCs), that have been reported to cause illness in exposed persons worldwide. Widespread exposure to toxins released by blue-green algae during the 2018 bloom was shown by the presence of MCs in the nasal passages of 95 percent of the individuals studied previously in south Florida (Schaefer et al., 2020). The current analyses were conducted to determine whether self-reported symptoms were associated with activity patterns, direct contact with water, residential, recreational, and occupational exposure. The 125 persons who participated in the initial study reported an average of 4.94 (± 4.87) symptoms. Those reported most commonly included rhinorrhea, sneezing, headache, sore throat and dry cough. Respiratory symptoms were reported by 74%, ocular symptoms by 62%, and gastrointestinal symptoms by 35% of respondents. Residential and recreational exposures were associated with increased risks of respiratory, gastrointestinal, or ocular symptoms in univariate and adjusted multivariable analyses. Residential exposure was significantly associated with increased reporting of dry cough (p = 0.03), dyspnea (p < 0.01) and wheezy respirations (p = 0.04). Among persons reporting gastrointestinal symptoms, nausea (p = 0.02) and abdominal pain (p < 0.01) were significantly associated with residential exposure. Recreational exposure was significantly associated with sore throat and eye irritation. The findings add to the evidence that exposure to cyanobacteria at concentrations encountered during an algal bloom is associated with a diverse array of symptoms and that inhalation of aerosols constitutes an important exposure pathway.
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Affiliation(s)
- John S Reif
- Department of Environmental and Radiological Health Sciences, Colorado State University, 1681 Campus, Fort Collins, CO, 80523, United States.
| | - Nicole Stockley
- Harbor Branch Oceanographic Institute, Florida Atlantic University, 5600U.S. 1N, Ft Pierce, FL 34946, United States
| | - Kathi Harvey
- Christine E. Lynn College of Nursing, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, United States
| | - Malcolm McFarland
- Harbor Branch Oceanographic Institute, Florida Atlantic University, 5600U.S. 1N, Ft Pierce, FL 34946, United States
| | - Shirley C Gordon
- Christine E. Lynn College of Nursing, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431, United States
| | - Adam M Schaefer
- Abt Associates, 6130 Executive Blvd Rockville, MD, 20852, United States
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Metcalf JS, Banack SA, Wyatt PB, Nunn PB, Cox PA. A Direct Analysis of β- N-methylamino-l-alanine Enantiomers and Isomers and Its Application to Cyanobacteria and Marine Mollusks. Toxins (Basel) 2023; 15:639. [PMID: 37999501 PMCID: PMC10674937 DOI: 10.3390/toxins15110639] [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: 08/17/2023] [Revised: 10/11/2023] [Accepted: 10/18/2023] [Indexed: 11/25/2023] Open
Abstract
Of the wide variety of toxic compounds produced by cyanobacteria, the neurotoxic amino acid β-N-methylamino-l-alanine (BMAA) has attracted attention as a result of its association with chronic human neurodegenerative diseases such as ALS and Alzheimer's. Consequently, specific detection methods are required to assess the presence of BMAA and its isomers in environmental and clinical materials, including cyanobacteria and mollusks. Although the separation of isomers such as β-amino-N-methylalanine (BAMA), N-(2-aminoethyl)glycine (AEG) and 2,4-diaminobutyric acid (DAB) from BMAA has been demonstrated during routine analysis, a further compounding factor is the potential presence of enantiomers for some of these isomers. Current analytical methods for BMAA mostly do not discriminate between enantiomers, and the chiral configuration of BMAA in cyanobacteria is still largely unexplored. To understand the potential for the occurrence of D-BMAA in cyanobacteria, a chiral UPLC-MS/MS method was developed to separate BMAA enantiomers and isomers and to determine the enantiomeric configuration of endogenous free BMAA in a marine Lyngbya mat and two mussel reference materials. After extraction, purification and derivatization with N-(4-nitrophenoxycarbonyl)-l-phenylalanine 2-methoxyethyl ester ((S)-NIFE), both L- and D-BMAA were identified as free amino acids in cyanobacterial materials, whereas only L-BMAA was identified in mussel tissues. The finding of D-BMAA in biological environmental materials raises questions concerning the source and role of BMAA enantiomers in neurological disease.
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Affiliation(s)
- James S. Metcalf
- Brain Chemistry Labs, Box 3464, Jackson, WY 83001, USA; (S.A.B.); (P.A.C.)
- Department of Biological Sciences, Bowling Green State University, Bowling Green, OH 43403, USA
| | - Sandra Anne Banack
- Brain Chemistry Labs, Box 3464, Jackson, WY 83001, USA; (S.A.B.); (P.A.C.)
| | - Peter B. Wyatt
- The School of Physical and Chemical Sciences, Queen Mary University of London, London E1 4NS, UK; (P.B.W.); (P.B.N.)
| | - Peter B. Nunn
- The School of Physical and Chemical Sciences, Queen Mary University of London, London E1 4NS, UK; (P.B.W.); (P.B.N.)
| | - Paul A. Cox
- Brain Chemistry Labs, Box 3464, Jackson, WY 83001, USA; (S.A.B.); (P.A.C.)
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Padovan A, Kennedy K, Gibb K. A microcystin synthesis mcyE/ndaF gene assay enables early detection of microcystin production in a tropical wastewater pond. HARMFUL ALGAE 2023; 127:102476. [PMID: 37544676 DOI: 10.1016/j.hal.2023.102476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 06/25/2023] [Accepted: 07/02/2023] [Indexed: 08/08/2023]
Abstract
Cyanobacteria can dominate the algal community in wastewater ponds, which can lead to the production of cyanotoxins and their release into the environment. We applied traditional and molecular techniques to identify cyanotoxin hazards and high-risk periods in a tropical wastewater treatment system. Potentially toxic cyanobacteria were identified by microscopy and amplicon sequencing over the course of a year. Toxin gene levels were monitored and compared to toxin production to identify likely toxin producing species and high-risk periods. Cyanobacteria were persistent in the effluent year-round, with Planktothrix and Microcystis the most abundant genera; Microcystis could not be resolved beyond genus using amplicon sequencing, but M. flos-aquae was identified as a dominant species by microscopy. Microcystin toxin was detected for the first time in treated effluent at the beginning of the wet season (December 2018), which correlated with an increase in Microcystis amplicon sequence abundance and elevated microcystin toxin gene (mcyE/ndaF) levels. Concomitantly, microscopy data showed an increase in M. flos-aquae but not M. aeruginosa. These data informed a refined sampling campaign in 2019 and results showed a strong correlation between mcyE/ndaF gene abundance, microcystin toxin levels and Microcystis amplicon sequence abundance. Microscopy data showed that in addition to M. flos-aquae, M. aeruginosa was also abundant in February and March 2019, with highest levels coinciding with toxin detection and toxin gene levels. M. aeruginosa was the most abundant Microcystis species detected in selected treated effluent samples by metagenomics analysis, and elevated levels coincided with toxin production. All microcystin genes in the biosynthesis pathway were detected, but microcystin genes from Planktothrix agardhii were not detected. Gene toxin assays were successfully used to predict microcystin production in this wastewater system. Changes in amplicon sequence relative abundance were a useful indicator of changes in the cyanobacterial community. We found that metagenomics was useful not just for identifying the most abundant Microcystis species, but the detection of microcystin biosynthesis genes helped confirm this genus as the most likely toxin producer in this system. We recommend toxin gene testing for the early detection of potential toxin producing cyanobacteria to manage the risk of toxicity and allow the implementation of risk management strategies.
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Affiliation(s)
- Anna Padovan
- Research Institute for the Environment and Livelihoods, Ellengowan Drive, Casuarina, Charles Darwin University, Darwin, NT, Australia.
| | - Karen Kennedy
- Power and Water Corporation, Water Services, P.O. Box 37471, Winnellie, NT, Australia
| | - Karen Gibb
- Research Institute for the Environment and Livelihoods, Ellengowan Drive, Casuarina, Charles Darwin University, Darwin, NT, Australia
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Wang M, Liu X, Qu L, Wang T, Zhu L, Feng J. Untangling microbiota diversity and assembly patterns in the world's longest underground culvert water diversion canal. ENVIRONMENTAL MONITORING AND ASSESSMENT 2023; 195:981. [PMID: 37480396 DOI: 10.1007/s10661-023-11593-z] [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: 04/10/2023] [Accepted: 07/10/2023] [Indexed: 07/24/2023]
Abstract
The long-distance underground box culvert water transport system (LUBWT) is a crucial link between the source of drinking water and the consumers. It must ensure the stability of water quality during transportation. However, uncontrollable microbial growth can develop in the water delivery system during the long delivery process, posing a risk to health and safety. Therefore, we applied 16 s and 18 s gene sequence analysis in order to study microbial communities in box culvert waters sampled in 2021, as well as a molecular ecological network-based approach to decipher microbial interactions and stability. Our findings revealed that, in contrast to natural freshwater ecosystems, micro-eukaryotes in LUBWT have complex interactions such as predation, parasitism, and symbiosis due to their semi-enclosed box culvert environment. Total nitrogen may be the primary factor affecting bacterial community interactions in addition to temperature. Moreover, employing stability indicators such as robustness and vulnerability, we also found that microbial stability varied significantly from season to season, with summer having the higher stability of microbial communities. Not only that but also the stability of the micronuclei also varied greatly during water transport, which might also be related to the complex interactions among the micro-eukaryotes. To summarize, our study reveals the microbial interactions and stability in LUBWT, providing essential ecological knowledge to ensure the safety of LUBWT's water quality.
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Affiliation(s)
- Mengyao Wang
- College of Environmental Science and Engineering, Nankai University, Tianjin, People's Republic of China
| | - Xinyong Liu
- Tianjin Branch of China South to North Water Diversion Middle Route Construction Management Bureau, Tianjin, People's Republic of China.
| | - Liang Qu
- Tianjin Branch of China South to North Water Diversion Middle Route Construction Management Bureau, Tianjin, People's Republic of China
| | - Tongtong Wang
- Tianjin Branch of China South to North Water Diversion Middle Route Construction Management Bureau, Tianjin, People's Republic of China
| | - Lin Zhu
- College of Environmental Science and Engineering, Nankai University, Tianjin, People's Republic of China
| | - Jianfeng Feng
- College of Environmental Science and Engineering, Nankai University, Tianjin, People's Republic of China.
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Nie C, Geng X, Zhang R, Wang L, Li L, Chen J. Abundant Cyanobacteria in Autumn Adhering to the Heating, Ventilation, and Air-Conditioning (HVAC) in Shanghai. Microorganisms 2023; 11:1835. [PMID: 37513007 PMCID: PMC10386019 DOI: 10.3390/microorganisms11071835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
Cyanobacteria are ever-present, mainly flourishing in aquatic environments and surviving virtually in other habitats. The microbiota of indoor dust on the pre-filter of heating, ventilation, and air-conditioning (HVAC) systems, which reflect indoor microbial contamination and affect human health, has attracted attention. Contemporary studies on cyanobacteria deposited on the pre-filter of HVAC remain scant. By the culture-independent approach of qPCR and high throughput sequencing technologies, our results documented that the cyanobacterial concentrations were highest in autumn, occurred recurrently, and were about 2.60 and 10.57-fold higher than those in winter and summer. We proposed that aquatic and terrestrial cyanobacteria contributed to the pre-filter of HVAC by airborne transportation produced by wave breaks, bubble bursts, and soil surface by wind force, owing to the evidence that cyanobacteria were commonly detected in airborne particulate matters. The cyanobacteria community structure was characterized in Shanghai, where Chroococcidiopsaceae, norank_cyanobacteriales, Nostocaceae, Paraspirulinaceae, and others dominated the dust on the pre-filter of HVAC. Some detected genera, including Nodularia sp., Pseudanabaena sp., and Leptolyngbya sp., potentially produced cyanobacterial toxins, which need further studying to determine their potential threat to human health. The present work shed new insight into cyanobacteria distribution in the specific environment besides aquatic habitats.
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Affiliation(s)
- Changliang Nie
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
| | - Xueyun Geng
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
| | - Runqi Zhang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
| | - Lina Wang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
| | - Ling Li
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
| | - Jianmin Chen
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science & Engineering, National Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, Fudan University, Shanghai 200438, China
- IRDR International Center of Excellence on Risk Interconnectivity and Governance on Weather/Climate Extremes Impact and Public Health, Institute of Atmospheric Sciences, Fudan University, Shanghai 200438, China
- Institute of Eco-Chongming (IEC), Shanghai 200062, China
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Kim J, Lee G, Han S, Kim MJ, Shin JH, Lee S. Microbial communities in aerosol generated from cyanobacterial bloom-affected freshwater bodies: an exploratory study in Nakdong River, South Korea. Front Microbiol 2023; 14:1203317. [PMID: 37520352 PMCID: PMC10374321 DOI: 10.3389/fmicb.2023.1203317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 06/20/2023] [Indexed: 08/01/2023] Open
Abstract
Toxic blooms of cyanobacteria, which can produce cyanotoxins, are prevalent in freshwater, especially in South Korea. Exposure to cyanotoxins via ingestion, inhalation, and dermal contact may cause severe diseases. Particularly, toxic cyanobacteria and their cyanotoxins can be aerosolized by a bubble-bursting process associated with a wind-driven wave mechanism. A fundamental question remains regarding the aerosolization of toxic cyanobacteria and cyanotoxins emitted from freshwater bodies during bloom seasons. To evaluate the potential health risk of the aerosolization of toxic cyanobacteria and cyanotoxins, the objectives of this study were as follows: 1) to quantify levels of microcystin in the water and air samples, and 2) to monitor microbial communities, including toxic cyanobacteria in the water and air samples. Water samples were collected from five sites in the Nakdong River, South Korea, from August to September 2022. Air samples were collected using an air pump with a mixed cellulose ester membrane filter. Concentrations of total microcystins were measured using enzyme-linked immunosorbent assay. Shotgun metagenomic sequencing was used to investigate microbial communities, including toxic cyanobacteria. Mean concentrations of microcystins were 960 μg/L ranging from 0.73 to 5,337 μg/L in the water samples and 2.48 ng/m3 ranging from 0.1 to 6.8 ng/m3 in the air samples. In addition, in both the water and air samples, predominant bacteria were Microcystis (PCC7914), which has a microcystin-producing gene, and Cyanobium. Particularly, abundance of Microcystis (PCC7914) comprised more than 1.5% of all bacteria in the air samples. This study demonstrates microbial communities with genes related with microcystin synthesis, antibiotic resistance gene, and virulence factors in aerosols generated from cyanobacterial bloom-affected freshwater body. In summary, aerosolization of toxic cyanobacteria and cyanotoxins is a critical concern as an emerging exposure route for potential risk to environmental and human health.
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Affiliation(s)
- Jinnam Kim
- Major of Food Science & Nutrition, Division of Food Science, College of Fisheries Science, Pukyong National University, Busan, Republic of Korea
| | - GyuDae Lee
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
| | - Soyeong Han
- Major of Food Science & Nutrition, Division of Food Science, College of Fisheries Science, Pukyong National University, Busan, Republic of Korea
| | - Min-Ji Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
| | - Jae-Ho Shin
- Department of Applied Biosciences, Kyungpook National University, Daegu, Republic of Korea
- NGS Core Facility, Kyungpook National University, Daegu, Republic of Korea
| | - Seungjun Lee
- Major of Food Science & Nutrition, Division of Food Science, College of Fisheries Science, Pukyong National University, Busan, Republic of Korea
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