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Crudo Blackburn C, Yan SM, McCormick D, Herrera LN, Iordanov RB, Bailey MD, Bottazzi ME, Hotez PJ, Mejia R. Parasitic Contamination of Soil in the Southern United States. Am J Trop Med Hyg 2024; 111:506-514. [PMID: 39043177 PMCID: PMC11376165 DOI: 10.4269/ajtmh.24-0075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Accepted: 03/09/2024] [Indexed: 07/25/2024] Open
Abstract
Parasites are generally associated with lower income countries in tropical and subtropical areas. Still, they are also prevalent in low-income communities in the southern United States. Studies characterizing the epidemiology of parasites in the United States are limited, resulting in little comprehensive understanding of the problem. This study investigated the environmental contamination of parasites in the southern United States by determining each parasite's contamination rate and burden in five low-income communities. A total of 499 soil samples of approximately 50 g were collected from public parks and private residences in Alabama, Louisiana, Mississippi, South Carolina, and Texas. A technique using parasite floatation, filtration, and bead-beating was applied to dirt samples to concentrate and extract parasite DNA from samples and detected via multiparallel quantitative polymerase chain reaction (qPCR). qPCR detected total sample contamination of Blastocystis spp. (19.03%), Toxocara cati (6.01%), Toxocara canis (3.61%), Strongyloides stercoralis (2.00%), Trichuris trichiura (1.80%), Ancylostoma duodenale (1.42%), Giardia intestinalis (1.40%), Cryptosporidium spp. (1.01%), Entamoeba histolytica (0.20%), and Necator americanus (0.20%). The remaining samples had no parasitic contamination. Overall parasite contamination rates varied significantly between communities: western Mississippi (46.88%), southwestern Alabama (39.62%), northeastern Louisiana (27.93%), southwestern South Carolina (27.93%), and south Texas (6.93%) (P <0.0001). T. cati DNA burdens were more significant in communities with higher poverty rates, including northeastern Louisiana (50.57%) and western Mississippi (49.60%) compared with southwestern Alabama (30.05%) and southwestern South Carolina (25.01%) (P = 0.0011). This study demonstrates the environmental contamination of parasites and their relationship with high poverty rates in communities in the southern United States.
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Affiliation(s)
- Christine Crudo Blackburn
- Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas
| | - Sally Mingshuang Yan
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - David McCormick
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Lauren Nicholas Herrera
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Roumen Borilov Iordanov
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Mark Daniel Bailey
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Maria Elena Bottazzi
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Peter J Hotez
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
| | - Rojelio Mejia
- Department of Pediatrics, National School of Tropical Medicine, Baylor College of Medicine, Houston, Texas
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2
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Grover EN, Crooks JL, Carlton EJ, Paull SH, Allshouse WB, Jervis RH, James KA. Investigating the relationship between extreme weather and cryptosporidiosis and giardiasis in Colorado: A multi-decade study using distributed-lag nonlinear models. Int J Hyg Environ Health 2024; 260:114403. [PMID: 38830305 DOI: 10.1016/j.ijheh.2024.114403] [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: 03/14/2024] [Revised: 05/10/2024] [Accepted: 05/25/2024] [Indexed: 06/05/2024]
Abstract
Environmentally-mediated protozoan diseases like cryptosporidiosis and giardiasis are likely to be highly impacted by extreme weather, as climate-related conditions like temperature and precipitation have been linked to their survival, distribution, and overall transmission success. Our aim was to investigate the relationship between extreme temperature and precipitation and cryptosporidiosis and giardiasis infection using monthly weather data and case reports from Colorado counties over a twenty-one year period. Data on reportable diseases and weather among Colorado counties were collected using the Colorado Electronic Disease Reporting System (CEDRS) and the Daily Surface Weather and Climatological Summaries (Daymet) Version 3 dataset, respectively. We used a conditional Poisson distributed-lag nonlinear modeling approach to estimate the lagged association (between 0 and 12-months) between relative temperature and precipitation extremes and the risk of cryptosporidiosis and giardiasis infection in Colorado counties between 1997 and 2017, relative to the risk found at average values of temperature and precipitation for a given county and month. We found distinctly different patterns in the associations between temperature extremes and cryptosporidiosis, versus temperature extremes and giardiasis. When maximum or minimum temperatures were high (90th percentile) or very high (95th percentile), we found a significant increase in cryptosporidiosis risk, but a significant decrease in giardiasis risk, relative to risk at the county and calendar-month mean. Conversely, we found very similar relationships between precipitation extremes and both cryptosporidiosis and giardiasis, which highlighted the prominent role of long-term (>8 months) lags. Our study presents novel insights on the influence that extreme temperature and precipitation can have on parasitic disease transmission in real-world settings. Additionally, we present preliminary evidence that the standard lag periods that are typically used in epidemiological studies to assess the impacts of extreme weather on cryptosporidiosis and giardiasis may not be capturing the entire relevant period.
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Affiliation(s)
- Elise N Grover
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA.
| | - James L Crooks
- Division of Biostatistics and Bioinformatics, National Jewish Health, Denver, USA; Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Elizabeth J Carlton
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Sara H Paull
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - William B Allshouse
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
| | - Rachel H Jervis
- Colorado Department of Public Health and the Environment, Denver, USA
| | - Katherine A James
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA; Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, USA
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Golomazou E, Mamedova S, Eslahi AV, Karanis P. Cryptosporidium and agriculture: A review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 916:170057. [PMID: 38242460 DOI: 10.1016/j.scitotenv.2024.170057] [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: 08/04/2023] [Revised: 12/22/2023] [Accepted: 01/08/2024] [Indexed: 01/21/2024]
Abstract
Cryptosporidiosis is a significant contributor to global foodborne and waterborne disease burden. It is a widespread cause of diarrheal diseases that affect humans and animals worldwide. Agricultural environments can become a source of contamination with Cryptosporidium species through faecal material derived from humans and animals. This review aims to report the main findings of scientific research on Cryptosporidium species related to various agricultural sectors, and highlights the risks of cryptosporidiosis in agricultural production, the contamination sources, the importance of animal production in transmission, and the role of farmed animals as hosts of the parasites. Agricultural contamination sources can cause water pollution in groundwater and different surface waters used for drinking, recreational purposes, and irrigation. The application of contaminated manure, faecal sludge management, and irrigation with inadequately treated water are the main concerns associated with foodborne and waterborne cryptosporidiosis related to agricultural activities. The review emphasizes the public health implications of agriculture concerning the transmission risk of Cryptosporidium parasites and the urgent need for a new concept in the agriculture sector. Furthermore, the findings of this review provide valuable information for developing appropriate measures and monitoring strategies to minimize the risk of infection.
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Affiliation(s)
- Eleni Golomazou
- Department of Ichthyology and Aquatic Environment - Aquaculture Laboratory, School of Agricultural Sciences, University of Thessaly, Fytokou str., 38446 Volos, Greece
| | - Simuzer Mamedova
- Institute of Zoology, Ministry of Science and Education Republic of Azerbaijan, Baku, Azerbaijan & Department of Life Sciences, Khazar University, Baku, Azerbaijan
| | - Aida Vafae Eslahi
- Medical Microbiology Research Center, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Panagiotis Karanis
- University of Cologne, Medical Faculty and University Hospital, 50931 Cologne, Germany; University of Nicosia Medical School, Department of Basic and Clinical Sciences, Anatomy Centre, 2408 Nicosia, Cyprus.
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Arruda AA, Bresciani KDS, Werner SS, Silva BFD. Occurrence of gastrointestinal parasites in dogs in a rural area of Santa Catarina, Brazil. REVISTA BRASILEIRA DE PARASITOLOGIA VETERINARIA = BRAZILIAN JOURNAL OF VETERINARY PARASITOLOGY : ORGAO OFICIAL DO COLEGIO BRASILEIRO DE PARASITOLOGIA VETERINARIA 2023; 32:e005723. [PMID: 37851715 DOI: 10.1590/s1984-29612023061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 08/18/2023] [Indexed: 10/20/2023]
Abstract
We investigated the occurrence of gastrointestinal parasites in dogs in rural areas of the municipality of Painel, Santa Catarina, Brazil. For this, 91 canine feces samples were collected from 82 farms between August, 2017 and January, 2018. These fecal materials were processed using the techniques of spontaneous sedimentation, centrifugation-floatation in zinc sulfate and Ziehl-Neelsen staining. A questionnaire in the form of an interview was administered to the dogs' owner and information about the farm and the main care provided for the dogs was obtained. Among 91 sampled dogs, 27 (29.7%) were positive for at least one parasite species. Ancylostoma was the most prevalent genus (16.5%), followed by Giardia duodenalis (14.3%), Trichuris vulpis (6.6%), Toxocara canis (5.5%), Entamoeba spp. (4.8%), Cryptosporidium spp. (3.3%) and Taeniidae (1.1%). Most dogs do not receive veterinarian care and rarely received antiparasitic treatment. They were free to roam and had free access to animal remains and garbage, which was reflected in the significant associations with the occurrence of parasites that were found. We conclude that rural dogs harbor gastrointestinal parasites, but that their owners are unaware of the risks that these parasites can bring to human health.
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Affiliation(s)
- Alisson Andrade Arruda
- Programa de Pós-Graduação em Ambiente e Saúde, Universidade do Planalto Catarinense - UNIPLAC, Lages, SC, Brasil
| | | | - Simone Silmara Werner
- Departamento de Informática e Estatística - INE-CTC, Universidade Federal de Santa Catarina - UFSC, Florianópolis, SC, Brasil
| | - Bruna Fernanda da Silva
- Programa de Pós-Graduação em Ambiente e Saúde, Universidade do Planalto Catarinense - UNIPLAC, Lages, SC, Brasil
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Abou Elez RMM, Attia ASA, Tolba HMN, Anter RGA, Elsohaby I. Molecular identification and antiprotozoal activity of silver nanoparticles on viability of Cryptosporidium parvum isolated from pigeons, pigeon fanciers and water. Sci Rep 2023; 13:3109. [PMID: 36813872 PMCID: PMC9946930 DOI: 10.1038/s41598-023-30270-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 02/20/2023] [Indexed: 02/24/2023] Open
Abstract
Cryptosporidium is a protozoan that causes acute gastroenteritis, abdominal pain, and diarrhea in many vertebrate species, including humans, animals and birds. A number of studies have reported the occurrence of Cryptosporidium in domestic pigeons. Thus, this study aimed to identify Cryptosporidium spp. in samples collected from domestic pigeons, pigeon fanciers, and drinking water, as well as to investigate the antiprotozoal activity of biosynthesized silver nanoparticles (AgNPs) on the viability of isolated Cryptosporidium parvum (C. parvum). Samples were collected from domestic pigeons (n = 150), pigeon fanciers (n = 50), and drinking water (n = 50) and examined for the presence of Cryptosporidium spp. using microscopic and molecular techniques. The antiprotozoal activity of AgNPs was then assessed both in vitro and in vivo. Cryptosporidium spp. was identified in 16.4% of all examined samples, with C. parvum identified in 5.6%. The highest frequency of isolation was from domestic pigeon, rather than from pigeon fanciers or drinking water. In domestic pigeons, there was a significant association between Cryptosporidium spp. positivity and pigeon's age, droppings consistency, housing, hygienic and heath conditions. However, Cryptosporidium spp. positivity was only significantly associated with pigeon fanciers' gender and heath condition. The viability of C. parvum oocysts was reduced using AgNPs at various concentrations and storage times in a descending manner. In an in vitro study, the highest reduction in C. parvum count was observed at the AgNPs concentration of 1000 µg/mL after a 24 h contact time, followed by the AgNPs concentration of 500 µg/mL after a 24 h contact time. However, after a 48 h contact time, a complete reduction was observed at both 1000 and 500 µg/mL concentrations. Overall, the count and viability of C. parvum decreased with increasing the AgNPs concentration and contact times in both the in vitro and in vivo studies. Furthermore, the C. parvum oocyst destruction was time-dependent and increased with increasing the contact time at various AgNPs concentrations.
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Affiliation(s)
- Rasha M. M. Abou Elez
- grid.31451.320000 0001 2158 2757Department of Zoonoses, Faculty of Veterinary Medicine, Zagazig University, Zagazig City, Sharkia 44511 Egypt
| | - Amira S. A. Attia
- grid.31451.320000 0001 2158 2757Department of Veterinary Public Health, Faculty of Veterinary Medicine, Zagazig University, Zagazig City, Sharkia 44511 Egypt
| | - Hala M. N. Tolba
- grid.31451.320000 0001 2158 2757Department of Avian and Rabbit Medicine, Faculty of Veterinary Medicine, Zagazig University, Zagazig City, Sharkia 44511 Egypt
| | - Reham G. A. Anter
- grid.31451.320000 0001 2158 2757Department of Parasitology, Faculty of Veterinary Medicine, Zagazig University, Zagazig City, Sharkia 44511 Egypt
| | - Ibrahim Elsohaby
- grid.31451.320000 0001 2158 2757Department of Animal Medicine, Faculty of Veterinary Medicine, Zagazig University, Zagazig City, Sharkia 44511 Egypt ,grid.35030.350000 0004 1792 6846Department of Infectious Diseases and Public Health, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Hong Kong SAR, Kowloon Tong China ,grid.35030.350000 0004 1792 6846Centre for Applied One Health Research and Policy Advice (OHRP), City University of Hong Kong, Hong Kong SAR, Kowloon Tong China
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Baranauskaitė A, Strazdaitė-Žielienė Ž, Servienė E, Butkauskas D, Prakas P. Molecular Identification of Protozoan Sarcocystis in Different Types of Water Bodies in Lithuania. LIFE (BASEL, SWITZERLAND) 2022; 13:life13010051. [PMID: 36676000 PMCID: PMC9864107 DOI: 10.3390/life13010051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Representatives of the genus Sarcocystis are unicellular parasites having a two-host life cycle and infecting mammals, birds, and reptiles. Until now, Sarcocystis spp. have been mainly investigated in definitive and intermediate hosts. Only a few studies have been conducted on the detection of Sarcocystis parasites in water samples. The aim of this research was to examine whether the prevalence of Sarcocystis spp. parasitizing farm animals varies in different types of water bodies. Water samples (n = 150) were collected from the entire territory of Lithuania, dividing water bodies into five groups (lakes, rivers, ponds/canals, swamps, and the inshore zone of the territorial Baltic Sea area). One-liter samples were filtered and subsequently analyzed using nested PCR. At least one of the analyzed Sarcocystis spp. (S. arieticanis, S. bertrami, S. bovifelis, S. capracanis, S. cruzi, S. hirsuta, S. miescheriana, and S. tenella) was determined in all examined samples from water bodies. No significant difference in Sarcocystis spp. prevalence between different types of water sources was detected. Our research proved that selecting appropriate primers is important for the accurate identification of parasites in samples collected from water bodies.
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Ishaq S, Sadiq R, Chhipi-Shrestha G, Farooq S, Hewage K. Developing an Integrated "Regression-QMRA method" to Predict Public Health Risks of Low Impact Developments (LIDs) for Improved Planning. ENVIRONMENTAL MANAGEMENT 2022; 70:633-649. [PMID: 35543727 DOI: 10.1007/s00267-022-01657-0] [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: 11/19/2021] [Accepted: 04/25/2022] [Indexed: 06/14/2023]
Abstract
Worldwide Low Impact Developments (LIDs) are used for sustainable stormwater management; however, both the stormwater and LIDs carry microbial pathogens. The widespread development of LIDs is likely to increase human exposure to pathogens and risk of infection, leading to unexpected disease outbreaks in urban communities. The risk of infection from exposure to LIDs has been assessed via Quantitative Microbial Risk Assessment (QMRA) during the operation of these infrastructures; no effort is made to evaluate these risks during the planning phase of LID treatment train in urban communities. We developed a new integrated "Regression-QMRA method" by examining the relationship between pathogens' concentration and environmental variables. Applying of this methodology to a planned LID train shows that the predicted disease burden of diarrhea from Campylobacter is highest (i.e. 16.902 DALYs/1000 persons/yr) during landscape irrigation and playing on the LID train, followed by Giardia, Cryptosporidium, and Norovirus. These results illustrate that the risk of microbial infection can be predicted during the planning phase of LID treatment train. These predictions are of great value to municipalities and decision-makers to make informed decisions and ensure risk-based planning of stormwater systems before their development.
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Affiliation(s)
- Sadia Ishaq
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
| | - Rehan Sadiq
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada.
| | - Gyan Chhipi-Shrestha
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
| | - Shaukat Farooq
- King Fahd University of Petroleum and Minerals (KFUPM), Dhahran, 31261, Saudi Arabia
| | - Kasun Hewage
- School of Engineering, University of British Columbia, Okanagan Campus, Kelowna, BC, V1V 1V7, Canada
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Luo J, Ser W, Liu A, Yap P, Liedberg B, Rayatpisheh S. Low complexity and accurate Machine learning model for waterborne pathogen classification using only three handcrafted features from optofluidic images. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Khan NU, Usman T, Sarwar MS, Ali H, Gohar A, Asif M, Rabbani F, Khan RU, Sultana N, Khan NA, Mobashar M, Shah AA, Wanapat M. The prevalence, risk factors analysis and evaluation of two diagnostic techniques for the detection of Cryptosporidium infection in diarrheic sheep from Pakistan. PLoS One 2022; 17:e0269859. [PMID: 35802622 PMCID: PMC9269430 DOI: 10.1371/journal.pone.0269859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 05/27/2022] [Indexed: 11/19/2022] Open
Abstract
Background
Cryptosporidium spp. is recognized as an opportunistic zoonotic parasite that infects humans as well as wild and domestic animals. This enteric protozoan is a major cause of diarrhea in humans and animals and often result in death due to severe dehydration. The present study was designed to investigate the prevalence, identification of various risk factors and evaluation of sensitivity of the two diagnostic techniques for rapid and correct detection of Cryptosporidium infection in diarrheic sheep in Pakistan.
Methods
A total of 360 fecal samples were collected and processed for detection of Cryptosporidium infection after proper preservation. These samples were properly stained with modified Ziehl-Neelsen acid staining and then examined under simple microscope at 100x magnification for confirmation of Cryptosporidium oocysts. The same samples were again processed through simple PCR for confirmation of the Cryptosporidium spp.
Results
The age wise prevalence was detected through simple microscopy and PCR. We found highest prevalence at the age of ≤1 year followed by 1–2 years of age while the lowest prevalence was recorded at the age of ≥ 2–3 years of sheep and found significant difference between different ages (P<0.05). The sex wise prevalence showed the highest prevalence in male (♂) animals detected compared to female (♀). The overall prevalence was detected 27.08% and 18.80% through PCR and simple microscopy, respectively, and significant difference between two diagnostic techniques were observed (P<0.05). Considering the seasonality, the highest prevalence was recorded through simple microscopy in autumn, summer, and spring, while the lowest in winter. These results were confirmed through PCR.
Conclusion
It was concluded that molecular detection is the most efficient, specific and sensitive technique for detection of Cryptosporidium infection than simple microscopy. Moreover sheep is the major potential source of infection to other wild and domestic animals including humans.
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Affiliation(s)
- Naimat Ullah Khan
- Department of Clinical Medicine and Surgery, University of Veterinary and Animal Sciences, Lahore, Pakistan
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Tahir Usman
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Mian Saeed Sarwar
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Hazrat Ali
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Ali Gohar
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Muhammad Asif
- Institute of Continuing Education and Extension, University of Veterinary and Animal Sciences, Lahore, Pakistan
| | - Fazli Rabbani
- College of Veterinary Sciences and Animal Husbandry, Abdul Wali Khan University, Mardan, Pakistan
| | - Rifat Ullah Khan
- College of Veterinary Science, Faculty of Animal Husbandry and Veterinary Sciences, The University of Agriculture, Peshawar, Pakistan
| | - Nighat Sultana
- Department of Biochemistry, Hazara University Mansehra, Mansehra, Khyber Pakhtunkhwa, Pakistan
| | - Nazir Ahmad Khan
- Department of Animal Nutrition, The University of Agriculture, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan
| | - Muhammad Mobashar
- Department of Animal Nutrition, The University of Agriculture, Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan
| | - Assar Ali Shah
- Department of Animal Science, Faculty of Agriculture, Tropical Feed Resources Research and Development Center (TROFREC), Khon Kaen University, Khon Kaen, Thailand
- * E-mail: (AAS); (MW)
| | - Metha Wanapat
- Department of Animal Science, Faculty of Agriculture, Tropical Feed Resources Research and Development Center (TROFREC), Khon Kaen University, Khon Kaen, Thailand
- * E-mail: (AAS); (MW)
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Fradette MS, Culley AI, Charette SJ. Detection of Cryptosporidium spp. and Giardia spp. in Environmental Water Samples: A Journey into the Past and New Perspectives. Microorganisms 2022; 10:microorganisms10061175. [PMID: 35744692 PMCID: PMC9228427 DOI: 10.3390/microorganisms10061175] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/03/2022] [Accepted: 06/04/2022] [Indexed: 01/27/2023] Open
Abstract
Among the major issues linked with producing safe water for consumption is the presence of the parasitic protozoa Cryptosporidium spp. and Giardia spp. Since they are both responsible for gastrointestinal illnesses that can be waterborne, their monitoring is crucial, especially in water sources feeding treatment plants. Although their discovery was made in the early 1900s and even before, it was only in 1999 that the U.S. Environmental Protection Agency (EPA) published a standardized protocol for the detection of these parasites, modified and named today the U.S. EPA 1623.1 Method. It involves the flow-through filtration of a large volume of the water of interest, the elution of the biological material retained on the filter, the purification of the (oo)cysts, and the detection by immunofluorescence of the target parasites. Since the 1990s, several molecular-biology-based techniques were also developed to detect Cryptosporidium and Giardia cells from environmental or clinical samples. The application of U.S. EPA 1623.1 as well as numerous biomolecular methods are reviewed in this article, and their advantages and disadvantages are discussed guiding the readers, such as graduate students, researchers, drinking water managers, epidemiologists, and public health specialists, through the ever-expanding number of techniques available in the literature for the detection of Cryptosporidium spp. and Giardia spp. in water.
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Affiliation(s)
- Marie-Stéphanie Fradette
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec City, QC G1V 0A6, Canada; (A.I.C.); (S.J.C.)
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Faculté des Sciences et Génie, Université Laval, Québec City, QC G1V 0A6, Canada
- Centre de Recherche en Aménagement et Développement du Territoire (CRAD), Université Laval, Québec City, QC G1V 0A6, Canada
- Correspondence:
| | - Alexander I. Culley
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec City, QC G1V 0A6, Canada; (A.I.C.); (S.J.C.)
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Faculté des Sciences et Génie, Université Laval, Québec City, QC G1V 0A6, Canada
- Groupe de Recherche en Écologie Buccale (GREB), Faculté de Médecine Dentaire, Université Laval, Québec City, QC G1V 0A6, Canada
| | - Steve J. Charette
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec City, QC G1V 0A6, Canada; (A.I.C.); (S.J.C.)
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Faculté des Sciences et Génie, Université Laval, Québec City, QC G1V 0A6, Canada
- Centre de Recherche de l’Institut Universitaire de Cardiologie et de Pneumologie de Québec, Québec City, QC G1V 0A6, Canada
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11
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Luo S, Nguyen KT, Nguyen BTT, Feng S, Shi Y, Elsayed A, Zhang Y, Zhou X, Wen B, Chierchia G, Talbot H, Bourouina T, Jiang X, Liu AQ. Deep learning-enabled imaging flow cytometry for high-speed Cryptosporidium and Giardia detection. Cytometry A 2021; 99:1123-1133. [PMID: 33550703 DOI: 10.1002/cyto.a.24321] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 02/01/2021] [Accepted: 02/03/2021] [Indexed: 12/19/2022]
Abstract
Imaging flow cytometry has become a popular technology for bioparticle image analysis because of its capability of capturing thousands of images per second. Nevertheless, the vast number of images generated by imaging flow cytometry imposes great challenges for data analysis especially when the species have similar morphologies. In this work, we report a deep learning-enabled high-throughput system for predicting Cryptosporidium and Giardia in drinking water. This system combines imaging flow cytometry and an efficient artificial neural network called MCellNet, which achieves a classification accuracy >99.6%. The system can detect Cryptosporidium and Giardia with a sensitivity of 97.37% and a specificity of 99.95%. The high-speed analysis reaches 346 frames per second, outperforming the state-of-the-art deep learning algorithm MobileNetV2 in speed (251 frames per second) with a comparable classification accuracy. The reported system empowers rapid, accurate, and high throughput bioparticle detection in clinical diagnostics, environmental monitoring and other potential biosensing applications.
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Affiliation(s)
- Shaobo Luo
- ESIEE, Universite Paris-Est, Noisy-le-Grand Cedex, France.,Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore
| | - Kim Truc Nguyen
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore.,School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | - Binh T T Nguyen
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | - Shilun Feng
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore.,School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | - Yuzhi Shi
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | - Ahmed Elsayed
- ESIEE, Universite Paris-Est, Noisy-le-Grand Cedex, France
| | - Yi Zhang
- School of Mechanical & Aerospace Engineering, Nanyang Technological University, Singapore, Singapore
| | - Xiaohong Zhou
- Research Centre of Environmental and Health Sensing Technology, School of Environment, Tsinghua University, Beijing, China
| | - Bihan Wen
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | | | - Hugues Talbot
- CentraleSupelec, Universite Paris-Saclay, Saint-Aubin, France
| | | | - Xudong Jiang
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
| | - Ai Qun Liu
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore.,School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore, Singapore
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12
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Luo S, Zhang Y, Nguyen KT, Feng S, Shi Y, Liu Y, Hutchinson P, Chierchia G, Talbot H, Bourouina T, Jiang X, Liu AQ. Machine Learning-Based Pipeline for High Accuracy Bioparticle Sizing. MICROMACHINES 2020; 11:mi11121084. [PMID: 33297515 PMCID: PMC7762436 DOI: 10.3390/mi11121084] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 12/04/2020] [Indexed: 11/23/2022]
Abstract
High accuracy measurement of size is essential in physical and biomedical sciences. Various sizing techniques have been widely used in sorting colloidal materials, analyzing bioparticles and monitoring the qualities of food and atmosphere. Most imaging-free methods such as light scattering measure the averaged size of particles and have difficulties in determining non-spherical particles. Imaging acquisition using camera is capable of observing individual nanoparticles in real time, but the accuracy is compromised by the image defocusing and instrumental calibration. In this work, a machine learning-based pipeline is developed to facilitate a high accuracy imaging-based particle sizing. The pipeline consists of an image segmentation module for cell identification and a machine learning model for accurate pixel-to-size conversion. The results manifest a significantly improved accuracy, showing great potential for a wide range of applications in environmental sensing, biomedical diagnostical, and material characterization.
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Affiliation(s)
- Shaobo Luo
- ESIEE, Universite Paris-Est, CEDEX 93162 Noisy-le-Grand, France; (S.L.); (G.C.)
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore;
| | - Yi Zhang
- School of Mechanical & Aerospace Engineering, Nanyang Technological University, Singapore 639798, Singapore
- Correspondence: (Y.Z.); (T.B.); (X.J.); (A.Q.L.)
| | - Kim Truc Nguyen
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore;
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
| | - Shilun Feng
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
- Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Beijing 200050, China
| | - Yuzhi Shi
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
| | - Yang Liu
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
| | - Paul Hutchinson
- Life Sciences Institute, National University of Singapore, Singapore 117456, Singapore;
| | - Giovanni Chierchia
- ESIEE, Universite Paris-Est, CEDEX 93162 Noisy-le-Grand, France; (S.L.); (G.C.)
| | - Hugues Talbot
- CentraleSupelec, Universite Paris-Saclay, 91190 Saint-Aubin, France;
| | - Tarik Bourouina
- ESIEE, Universite Paris-Est, CEDEX 93162 Noisy-le-Grand, France; (S.L.); (G.C.)
- Correspondence: (Y.Z.); (T.B.); (X.J.); (A.Q.L.)
| | - Xudong Jiang
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
- Correspondence: (Y.Z.); (T.B.); (X.J.); (A.Q.L.)
| | - Ai Qun Liu
- Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore 637141, Singapore;
- School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore 639798, Singapore; (S.F.); (Y.S.); (Y.L.)
- Correspondence: (Y.Z.); (T.B.); (X.J.); (A.Q.L.)
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Potgieter N, Karambwe S, Mudau LS, Barnard T, Traore A. Human Enteric Pathogens in Eight Rivers Used as Rural Household Drinking Water Sources in the Northern Region of South Africa. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E2079. [PMID: 32245071 PMCID: PMC7142607 DOI: 10.3390/ijerph17062079] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 02/28/2020] [Accepted: 03/09/2020] [Indexed: 11/16/2022]
Abstract
People living in rural areas still rely on the use of environmental water that is contaminated by human and animal activities. This study assessed the occurrence of human enteric pathogens in rivers that are used by rural communities Vhembe District of South Africa as a source of drinking water covering two seasons (winter and summer) over a one-year period. Water quality was assessed using physico characteristics and indicator organisms (total coliforms, E. coli, Clostridium perfringens). Pathogens tested included bacteria (Pathogenic E. coli, Salmonella-, Shigella- and Vibrio spp.), protozoa (Cryptosporidium- and Giardia spp.), and enteric viruses (Rota-, Noro-, Entero-, and Adenoviruses) while using published molecular protocols. The results showed that the indicator bacteria counts exceeded South African drinking water quality guideline limits and pathogenic E. coli was detected in the samples. No Shigella spp. were isolated, while Vibrio spp. and Salmonella spp. were present; parasites were detected in four rivers and Enteric viruses were predominantly detected in the winter season. The results indicated the poor condition of water and the potential health risks to consumers highlighting the need for implementing river catchment management strategies for continued sustainability in these rivers.
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Affiliation(s)
- Natasha Potgieter
- Microbiology Department, University of Venda, Private Bag X5050, Thohoyandou 0950, South Africa; (S.K.); (A.T.)
- Dean, School of Mathematical and Natural Sciences, University of Venda, Private Bag X5050, Thohoyandou 0950, South Africa
| | - Simbarashe Karambwe
- Microbiology Department, University of Venda, Private Bag X5050, Thohoyandou 0950, South Africa; (S.K.); (A.T.)
| | - Lutendo Sylvia Mudau
- Department of Environmental Health, Tshwane University of Technology, Private Bag X680, Pretoria 0001, South Africa;
| | - Tobias Barnard
- Water & Health Research Center, University of Johannesburg, PO Box 524, 2006 Auckland Park, Johannesburg 2094, South Africa;
| | - Afsatou Traore
- Microbiology Department, University of Venda, Private Bag X5050, Thohoyandou 0950, South Africa; (S.K.); (A.T.)
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Anthropozoonotic significance, risk factors and spatial distribution of Giardia spp. infections in quenda ( Isoodon obesulus) in the greater Perth region, Western Australia. INTERNATIONAL JOURNAL FOR PARASITOLOGY-PARASITES AND WILDLIFE 2019; 9:42-48. [PMID: 30993073 PMCID: PMC6449742 DOI: 10.1016/j.ijppaw.2019.03.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 03/24/2019] [Accepted: 03/24/2019] [Indexed: 12/02/2022]
Abstract
Giardia spp. infections in wildlife populations have been linked to anthropogenic sources of infection and public health risk in a diversity of wildlife species and ecological locations worldwide. Quenda (Isoodon obesulus) remain in many urbanised areas of Perth, Western Australia, and can be gregarious in their interactions with humans and domestic animals. In a previous study, a high prevalence of Giardia spp. infection was identified amongst quenda trapped in urbanised environments and bushland in Perth, Western Australia. This study aimed to expand on that finding, by: identifying and estimating the prevalence of particular species of Giardia infecting quenda, and thus clarifying their anthropozoonotic/public health significance; identifying risk factors for Giardia spp. infection; and investigating putative associations between infection and indicators of ill health. Giardia spp. infections in Perth quenda are overwhelmingly of the host-adapted, non-zoonotic Giardia peramelis (apparent prevalence 22.2%; 95% CI 17.7–27.4%), indicating that quenda are not a substantial veterinary public health risk regarding this parasite genus. However, one case each of Giardia duodenalis and Giardia canis genotype D were identified in quenda trapped in urbanised environments (apparent prevalences 0.4%; 95% CI 0.1–1.9%). In quenda, Giardia spp. infection is associated with Cryptosporidium infection and flea infection intensity, which may reflect host population density, or regarding Cryptosporidium spp., similar transmission pathways or synergistic interactions between these taxa within the host. Giardia spp. infection is not associated with the measured indicators of ill health in Perth quenda, but this finding is representative of Giardia peramelis only, given the apparent rarity of other Giardia sp. infections in this study. Giardia spp. infections in Perth quenda are rarely of anthropozoonotic species. Anthropozoonotic Giardia spp. only found in quenda in urbanised environments. Quenda Giardia spp. infection risk is associated with Cryptosporidium spp. No association identified between G. peramelis infection and ill health indicators.
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15
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Nshimyimana JP, Martin SL, Flood M, Verhougstraete MP, Hyndman DW, Rose JB. Regional Variations of Bovine and Porcine Fecal Pollution as a Function of Landscape, Nutrient, and Hydrological Factors. JOURNAL OF ENVIRONMENTAL QUALITY 2018; 47:1024-1032. [PMID: 30272781 DOI: 10.2134/jeq2017.11.0438] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The effects of manure application in agriculture on surface water quality has become a local to global problem because of the adverse consequences on public health and food security. This study evaluated (i) the spatial distribution of bovine (cow) and porcine (pig) genetic fecal markers, (ii) how hydrologic factors influenced these genetic markers, and (iii) their variations as a function of land use, nutrients, and other physiochemical factors. We collected 189 samples from 63 watersheds in Michigan's Lower Peninsula during baseflow, spring melt, and summer rain conditions. For each sample, we quantified the concentrations of bovine and porcine genetic markers by digital droplet polymerase chain reaction and measured , dissolved oxygen, pH, temperature, total phosphorus, total nitrogen, nitrate-nitrite (NO), ammonia (NH), soluble reactive phosphorus, streamflow, and watershed specific precipitation. Bovine and porcine manure markers were ubiquitous in rivers that drain agricultural and natural fields across the study region. This study provides baseline conditions on the state of watershed impairment, which can be used to develop best management practices that could improve water quality. Similar studies should be performed with higher spatial sampling density to elucidate detailed factors that influence the transport of manure constituents.
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16
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Shapiro K, Silver M, Byrne BA, Berardi T, Aguilar B, Melli A, Smith WA. Fecal indicator bacteria and zoonotic pathogens in marine snow and California mussels (Mytilus californianus). FEMS Microbiol Ecol 2018; 94:5078863. [DOI: 10.1093/femsec/fiy172] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 08/22/2018] [Indexed: 01/15/2023] Open
Affiliation(s)
- Karen Shapiro
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis,One Shields Ave, CA 95616, USA
- One Health Institute, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Mary Silver
- Ocean Sciences Department, Institute of Marine Sciences, University of California, 1156 High St., Santa Cruz, CA 95064, USA
| | - Barbara A Byrne
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis,One Shields Ave, CA 95616, USA
| | - Terra Berardi
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis,One Shields Ave, CA 95616, USA
| | - Beatriz Aguilar
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis,One Shields Ave, CA 95616, USA
| | - Ann Melli
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis,One Shields Ave, CA 95616, USA
| | - Woutrina A Smith
- One Health Institute, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
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17
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Bamaiyi PH, Redhuan NEM. Prevalence and risk factors for cryptosporidiosis: a global, emerging, neglected zoonosis. ASIAN BIOMED 2017. [DOI: 10.5372/1905-7415.1004.493] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Abstract
Background
Cryptosporidiosis is a zoonotic disease caused by the important parasitic diarrheal agent Cryptosporidium spp. Cryptosporidiosis occurs in all classes of animals and man with a rapidly expanding host range and increased importance since the occurrence of human immunodeficiency virus/acquired immunodeficiency syndrome in man.
Objectives
To review the global picture of cryptosporidiosis in man and animals with emphasis on prevalence and risk factors.
Methods
Current relevant literature on cryptosporidiosis was reviewed.
Results
Cryptosporidiosis is widely distributed and the risk factors vary from one region to another with hygiene and immune status as important risk factors.
Conclusions
Cryptosporidium spp. associated mortality has not only been reported in immune-compromised patients, but also in immune-competent patients. Yet in many countries not much attention is paid to the control and prevention of this infection in animals and man. The neglect of this disease despite the serious threat it poses to animals, their husbandry, and humans, has led the World Health Organization to list it among globally neglected diseases. To control and prevent this infection more effort needs to be directed at controlling the risk factors of the infection in man and animals.
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Affiliation(s)
- Pwaveno Huladeino Bamaiyi
- Faculty of Veterinary Medicine , Universiti Malaysia Kelantan , Kelantan 16100 , Malaysia
- Department of Public Health , School of Allied Health Sciences , Kampala International University , Kampala Uganda
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18
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Forecasted Impact of Climate Change on Infectious Disease and Health Security in Hawaii by 2050. Disaster Med Public Health Prep 2016; 10:797-804. [PMID: 27515507 DOI: 10.1017/dmp.2016.73] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Climate change is expected to cause extensive shifts in the epidemiology of infectious and vector-borne diseases. Scenarios on the effects of climate change typically attribute altered distribution of communicable diseases to a rise in average temperature and altered incidence of infectious diseases to weather extremes. METHODS Recent evaluations of the effects of climate change on Hawaii have not explored this link. It may be expected that Hawaii's natural geography and robust water, sanitation, and health care infrastructure renders residents less vulnerable to many threats that are the focus on smaller, lesser developed, and more vulnerable Pacific islands. In addition, Hawaii's communicable disease surveillance and response system can act rapidly to counter increases in any disease above baseline and to redirect resources to deal with changes, particularly outbreaks due to exotic pathogens. RESULTS The evidence base examined in this article consistently revealed very low climate sensitivity with respect to infectious and mosquito-borne diseases. CONCLUSIONS A community resilience model is recommended to increase adaptive capacity for all possible climate change impacts rather an approach that focuses specifically on communicable diseases. (Disaster Med Public Health Preparedness. 2016;10:797-804).
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Gibson J, Farnood R, Seto P. Chemical pretreatment of combined sewer overflows for improved UV disinfection. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2016; 73:375-381. [PMID: 26819393 DOI: 10.2166/wst.2015.447] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
The aim of this research was to better understand chemical pre-treatment of combined sewer overflows (CSOs) for subsequent ultraviolet (UV) disinfection. Approximately 200 jar tests were completed. Alum (Al2(S04)3·12H2O) resulted in a higher UV light transmission (UVT), and equivalent total suspended solids (TSS) removal, than ferric chloride (FeCl3). An alum dose of 20 mg/L increased the UVT of the raw CSO from 30 to 60% after settling. The addition of 100 mg/L of alum maximized UVT reaching approximately 85%. Flocculation did not increase UVT. However, it did improve the removal of TSS. Cationic polymers worked quickly compared with metal coagulants, but only reached a UVT of 60%. A high positive charge density on the polymer improved the removal of turbidity when compared with low charge, but did not affect UVT. If the goal is to maximise UVT, a very high alum dose may be preferred. If the goal is to minimize coagulant dose with moderate UV performance, cationic polymer at approximately 3 mg/L is recommended.
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Affiliation(s)
- J Gibson
- Environment Canada, Wastewater Technology Centre, Canada Centre for Inland Waters, 867 Lakeshore Road, Burlington, ON, Canada L7R 4A6 E-mail: ; Present Address: Department of Civil Engineering, University of Toronto, 35 St. George St., Toronto, ON, Canada M5S 1A4
| | - R Farnood
- Department of Chemical Engineering and Applied Chemistry, University of Toronto, 200 College St., Toronto, ON, Canada M5S 3E5
| | - P Seto
- Environment Canada, Wastewater Technology Centre, Canada Centre for Inland Waters, 867 Lakeshore Road, Burlington, ON, Canada L7R 4A6 E-mail:
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Fine-Scale Spatial Heterogeneity in the Distribution of Waterborne Protozoa in a Drinking Water Reservoir. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2015; 12:11910-28. [PMID: 26404350 PMCID: PMC4586715 DOI: 10.3390/ijerph120911910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Accepted: 09/15/2015] [Indexed: 01/31/2023]
Abstract
Background: The occurrence of faecal pathogens in drinking water resources constitutes a threat to the supply of safe drinking water, even in industrialized nations. To efficiently assess and monitor the risk posed by these pathogens, sampling deserves careful design, based on preliminary knowledge on their distribution dynamics in water. For the protozoan pathogens Cryptosporidium and Giardia, only little is known about their spatial distribution within drinking water supplies, especially at fine scale. Methods: Two-dimensional distribution maps were generated by sampling cross-sections at meter resolution in two different zones of a drinking water reservoir. Samples were analysed for protozoan pathogens as well as for E. coli, turbidity and physico-chemical parameters. Results: Parasites displayed heterogeneous distribution patterns, as reflected by significant (oo)cyst density gradients along reservoir depth. Spatial correlations between parasites and E. coli were observed near the reservoir inlet but were absent in the downstream lacustrine zone. Measurements of surface and subsurface flow velocities suggest a role of local hydrodynamics on these spatial patterns. Conclusion: This fine-scale spatial study emphasizes the importance of sampling design (site, depth and position on the reservoir) for the acquisition of representative parasite data and for optimization of microbial risk assessment and monitoring. Such spatial information should prove useful to the modelling of pathogen transport dynamics in drinking water supplies.
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