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Petculescu I, Hynds P, Brown RS, Boudou M, McDermott K, Majury A. Development of a "big data" groundwater microbial contamination index and spatial comparisons with enteric infection rates in southern Ontario. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 947:174408. [PMID: 38972407 DOI: 10.1016/j.scitotenv.2024.174408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/28/2024] [Accepted: 06/29/2024] [Indexed: 07/09/2024]
Abstract
Big data have become increasingly important for policymakers and scientists but have yet to be employed for the development of spatially specific groundwater contamination indices or protecting human and environmental health. The current study sought to develop a series of indices via analyses of three variables: Non-E. coli coliform (NEC) concentration, E. coli concentration, and the calculated NEC:E. coli concentration ratio. A large microbial water quality dataset comprising 1,104,094 samples collected from 292,638 Ontarian wells between 2010 and 2021 was used. Getis-Ord Gi* (Gi*), Local Moran's I (LMI), and space-time scanning were employed for index development based on identified cluster recurrence. Gi* and LMI identify hot and cold spots, i.e., spatially proximal subregions with similarly high or low contamination magnitudes. Indices were statistically compared with mapped well density and age-adjusted enteric infection rates (i.e., campylobacteriosis, cryptosporidiosis, giardiasis, verotoxigenic E. coli (VTEC) enteritis) at a subregional (N = 298) resolution for evaluation and final index selection. Findings suggest that index development via Gi* represented the most efficacious approach. Developed Gi* indices exhibited no correlation with well density, implying that indices are not biased by rural population density. Gi* indices exhibited positive correlations with mapped infection rates, and were particularly associated with higher bacterial (Campylobacter, VTEC) infection rates among younger sub-populations (p < 0.05). Conversely, no association was found between developed indices and giardiasis rates, an infection not typically associated with private groundwater contamination. Findings suggest that a notable proportion of bacterial infections are associated with groundwater and that the developed Gi* index represents an appropriate spatiotemporal reflection of long-term groundwater quality. Bacterial infection correlations with the NEC:E. coli ratio index (p < 0.001) were markedly different compared to correlations with the E. coli index, implying that the ratio may supplement E. coli monitoring as a groundwater assessment metric capable of elucidating contamination mechanisms. This study may serve as a methodological blueprint for the development of big data-based groundwater contamination indices across the globe.
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Affiliation(s)
- Ioan Petculescu
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | - Paul Hynds
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland.
| | - R Stephen Brown
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | - Martin Boudou
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland
| | | | - Anna Majury
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada; Public Health Ontario, 181 Barrie St, Kingston, ON, Canada.
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Boudou M, ÓhAiseadha C, Garvey P, O’Dwyer J, Hynds P. An ecological study of the spatiotemporal dynamics and drivers of domestically acquired campylobacteriosis in Ireland, 2011-2018. PLoS One 2023; 18:e0291739. [PMID: 37976287 PMCID: PMC10655977 DOI: 10.1371/journal.pone.0291739] [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: 06/09/2023] [Accepted: 09/05/2023] [Indexed: 11/19/2023] Open
Abstract
In 2021, Campylobacteriosis was the main gastrointestinal disease in the European Union since 2007 according to the European Centre for Disease Prevention and Control. In the Republic of Ireland, the incidence of the disease is particularly high with approximately 3,000 cases per annum, raising significant concerns for national health authorities with an expected increase in the number of cases in the light of climate change. The current study sought to assess the spatio-temporal patterns of campylobacteriosis in the Republic of Ireland using 20,391 cases from January 2011 to December 2018. An ensemble of spatial statistics techniques including seasonal decomposition, spatial clustering and space-time scanning, were used to elucidate the main individual and spatio-temporal characteristics of the disease in the country. Findings revealed that cases from the paediatric age group (i.e., under 5 years old) were more likely to occur in rural areas (aOR: 1.1.27, CI 95% 1.14-1.41) while cases from the intermediate age group (i.e., >5 & <65 years old) were associated with urban living (aOR: 1.30, CI 95% 1.21-1.4). The disease exhibited a peak during Irish summer, with a stronger seasonal signal reported in counties located on the Western part of the country. Infection hotspots were more likely to occur in urban areas, and more particularly on the Southern part of the island and around the main metropolitan areas. Overall, research findings pointed out the influence of local and spatio-temporally specific socio-demographic and environmental risk factors (i.e., cooking habits, local weather, dietary types) therefore highlighting the need for initiating spatio-temporally targeted health management and surveillance strategies.
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Affiliation(s)
- Martin Boudou
- Environmental Sustainability & Health Institute (ESHI), Dublin, Republic of Ireland
| | - Coilín ÓhAiseadha
- Department of Public Health, Health Service Executive (HSE), Dr. Steevens’ Hospital, Dublin, Republic of Ireland
| | - Patricia Garvey
- Health Protection Surveillance Centre, Dublin, Republic of Ireland
| | - Jean O’Dwyer
- School of Biological, Earth and Environmental Sciences, Environmental Research Institute (ERI), University College Cork, Cork, Republic of Ireland
- Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin, Republic of Ireland
| | - Paul Hynds
- Environmental Sustainability & Health Institute (ESHI), Dublin, Republic of Ireland
- Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin, Republic of Ireland
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Jones G, Mariani-Kurkdjian P, Cointe A, Bonacorsi S, Lefèvre S, Weill FX, Le Strat Y. Sporadic Shiga Toxin-Producing Escherichia coli-Associated Pediatric Hemolytic Uremic Syndrome, France, 2012-2021. Emerg Infect Dis 2023; 29:2054-2064. [PMID: 37735746 PMCID: PMC10521606 DOI: 10.3201/eid2910.230382] [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] [Indexed: 09/23/2023] Open
Abstract
Shiga toxin-producing Escherichia coli-associated pediatric hemolytic uremic syndrome (STEC-HUS) remains an important public health risk in France. Cases are primarily sporadic, and geographic heterogeneity has been observed in crude incidence rates. We conducted a retrospective study of 1,255 sporadic pediatric STEC-HUS cases reported during 2012-2021 to describe spatiotemporal dynamics and geographic patterns of higher STEC-HUS risk. Annual case notifications ranged from 109 to 163. Most cases (n = 780 [62%]) were in children <3 years of age. STEC serogroups O26, O80, and O157 accounted for 78% (559/717) of cases with serogroup data. We identified 13 significant space-time clusters and 3 major geographic zones of interest; areas of southeastern France were included in >5 annual space-time clusters. The results of this study have numerous implications for outbreak detection and investigation and research perspectives to improve knowledge of environmental risk factors associated with geographic disparities in STEC-HUS in France.
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Boudou M, Khandelwal S, ÓhAiseadha C, Garvey P, O'Dwyer J, Hynds P. Spatio-temporal evolution of COVID-19 in the Republic of Ireland and the Greater Dublin Area (March to November 2020): A space-time cluster frequency approach. Spat Spatiotemporal Epidemiol 2023; 45:100565. [PMID: 37301603 PMCID: PMC9840564 DOI: 10.1016/j.sste.2023.100565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 11/16/2022] [Accepted: 01/12/2023] [Indexed: 01/16/2023]
Affiliation(s)
- M Boudou
- Spatio-Temporal Environmental Epidemiology Research (STEER) Group, Dublin Institute of Technology, Environmental Sustainability and Health Institute (ESHI), Greenway Hub, Grangegorman, Dublin 7, D07 H6K8, Ireland.
| | - S Khandelwal
- Spatio-Temporal Environmental Epidemiology Research (STEER) Group, Dublin Institute of Technology, Environmental Sustainability and Health Institute (ESHI), Greenway Hub, Grangegorman, Dublin 7, D07 H6K8, Ireland
| | - C ÓhAiseadha
- Department of Public Health, Health Service Executive (HSE), Dr. Steevens' Hospital, Dublin 8, Ireland
| | - P Garvey
- Health Protection Surveillance Centre, 25 Middle Gardiner Street, Dublin 1, Ireland
| | - J O'Dwyer
- School of Biological, Earth and Environmental Sciences, Environmental Research Institute (ERI), University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin 4, Ireland
| | - P Hynds
- Spatio-Temporal Environmental Epidemiology Research (STEER) Group, Dublin Institute of Technology, Environmental Sustainability and Health Institute (ESHI), Greenway Hub, Grangegorman, Dublin 7, D07 H6K8, Ireland.
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O’Boyle NM, Helesbeux JJ, Meegan MJ, Sasse A, O’Shaughnessy E, Qaisar A, Clancy A, McCarthy F, Marchand P. 30th Annual GP 2A Medicinal Chemistry Conference. Pharmaceuticals (Basel) 2023; 16:432. [PMID: 36986531 PMCID: PMC10056312 DOI: 10.3390/ph16030432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Accepted: 01/16/2023] [Indexed: 03/14/2023] Open
Abstract
The Group for the Promotion of Pharmaceutical Chemistry in Academia (GP2A) held their 30th annual conference in August 2022 in Trinity College Dublin, Ireland. There were 9 keynote presentations, 10 early career researcher presentations and 41 poster presentations.
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Affiliation(s)
- Niamh M. O’Boyle
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | | | - Mary J. Meegan
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Astrid Sasse
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Elizabeth O’Shaughnessy
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Alina Qaisar
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Aoife Clancy
- School of Pharmacy and Pharmaceutical Sciences, Panoz Institute and Trinity Biomedical Sciences Institute, Trinity College Dublin, D02 PN40 Dublin, Ireland
| | - Florence McCarthy
- School of Chemistry and ABCRF, University College Cork, T12 K8AF Cork, Ireland
| | - Pascal Marchand
- Cibles et Médicaments des Infections et de l’Immunité, IICiMed, Nantes Université, UR 1155, F-44000 Nantes, France
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The Marine Compound Tartrolon E Targets the Asexual and Early Sexual Stages of Cryptosporidium parvum. Microorganisms 2022; 10:microorganisms10112260. [PMID: 36422330 PMCID: PMC9693555 DOI: 10.3390/microorganisms10112260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/08/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022] Open
Abstract
New therapeutic agents for cryptosporidiosis are a critical medical need. The marine organic compound, tartrolon E (trtE), is highly effective against multiple apicomplexan parasites, including Cryptosporidium. Understanding the mechanism of action of trtE is required to advance in the drug development pipeline. Here, we validate using Nluc C. parvum parasites for the study of trtE and pinpoint the life stage targeted by trtE. Results show that trtE kills Nluc and wild type C. parvum with equal efficiency, confirming the use of the Nluc C. parvum to study this compound. Results revealed that trtE kills the parasite within an hour of treatment and while the compound has no effect on viability of sporozoites, trtE does inhibit establishment of infection. Targeting treatment at particular life cycle stages demonstrated that trtE is effective against asexual of the parasite but has reduced efficacy against mature sexual stages. Gene expression analysis shows that trtE inhibits the early sexual stage of the parasite. Results from these studies will aid the development of trtE as a therapeutic for cryptosporidiosis.
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Costa D, Razakandrainibe R, Basmaciyan L, Raibaut J, Delaunay P, Morio F, Gargala G, Villier V, Mouhajir A, Levy B, Rieder C, Larreche S, Lesthelle S, Coron N, Menu E, Demar M, de Santi VP, Blanc V, Valot S, Dalle F, Favennec L. A summary of cryptosporidiosis outbreaks reported in France and overseas departments, 2017-2020. Food Waterborne Parasitol 2022; 27:e00160. [PMID: 35586547 PMCID: PMC9108463 DOI: 10.1016/j.fawpar.2022.e00160] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 04/21/2022] [Accepted: 04/24/2022] [Indexed: 11/03/2022] Open
Abstract
Cryptosporidium is a known foodborne pathogen, ranked fifth out of 24 among foodborne parasites in terms of importance and a cause of many cryptosporidiosis outbreaks worldwide. In France, very few outbreaks were reported before 2017, and data recently obtained by the Expert Laboratory of the Cryptosporidiosis National Reference Center (CNR-LE-Cryptosporidiosis) have shown that outbreaks are in fact common and frequently underreported. In this work, we aim to report the characteristics of outbreaks detected in France during the period 2017-2020 and present a summary of investigations carried out by the CNR-LE-Cryptosporidiosis. During the study period, there were eleven cryptosporidiosis outbreaks, including three with no identified origin. Among the eight identified outbreaks: six were due to water contamination (five tap water and one recreational water), one was due to direct contact with infected calves, and one was due to consumption of contaminated curd cheese. Among these outbreaks, five of them exceeded one hundred cases. Recent results obtained by the CNR-LE-Cryptosporidiosis revealed the multiannual occurrence of Cryptosporidium outbreaks in France. Waterborne outbreaks were more frequently detected, while foodborne outbreaks which are more difficult to detect were likely underreported.
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Affiliation(s)
- Damien Costa
- Department of Parasitology/Mycology, University Hospital of Rouen, 76000 Rouen, France
- EA ESCAPE 7510, University of Medicine Pharmacy Rouen, 76000 Rouen, France
- CNR-LE Cryptosporidiosis, Santé Publique France, 76000 Rouen, France
| | - Romy Razakandrainibe
- EA ESCAPE 7510, University of Medicine Pharmacy Rouen, 76000 Rouen, France
- CNR-LE Cryptosporidiosis, Santé Publique France, 76000 Rouen, France
| | - Louise Basmaciyan
- CNR-LE Cryptosporidiosis Collaborating Laboratory, Santé Publique France, 21000 Dijon, France
| | - Jérôme Raibaut
- Regional Health Agency PACA, Santé Publique France, 13002 Marseille, France
| | - Pascal Delaunay
- Parasitology and Mycology Department, Université Côte d'Azur, CHU Nice, 06000 Nice, France
| | - Florent Morio
- Parasitology-Mycology Laboratory, Institut de Biologie, CHU de Nantes, 44093 Nantes, France
| | - Gilles Gargala
- Department of Parasitology/Mycology, University Hospital of Rouen, 76000 Rouen, France
- EA ESCAPE 7510, University of Medicine Pharmacy Rouen, 76000 Rouen, France
- CNR-LE Cryptosporidiosis, Santé Publique France, 76000 Rouen, France
| | - Venceslas Villier
- EA ESCAPE 7510, University of Medicine Pharmacy Rouen, 76000 Rouen, France
| | | | - Bernard Levy
- INSERM: Institut National de la Santé et de la Recherche Médicale, 75015 Paris, France
| | | | | | | | - Noémie Coron
- Laboratoire Bioesterel, 06210 Mandelieu La Napoule, France
| | - Estelle Menu
- Parasitology-Mycology Laboratory, CH Andrée-Rosemon, 97300 Cayenne, French Guiana
| | - Magalie Demar
- Department of Biology, Immunology and Parasitology, Cayenne Hospital Center, 97300 Cayenne, French Guiana
| | - Vincent Pommier de Santi
- French Military Health Service, French Armed Forces Centre for Epidemiology and Public Health (CESPA), 13002 Marseille, France
| | | | - Stéphane Valot
- CNR-LE Cryptosporidiosis Collaborating Laboratory, Santé Publique France, 21000 Dijon, France
| | - Frédéric Dalle
- CNR-LE Cryptosporidiosis Collaborating Laboratory, Santé Publique France, 21000 Dijon, France
| | - Loic Favennec
- Department of Parasitology/Mycology, University Hospital of Rouen, 76000 Rouen, France
- EA ESCAPE 7510, University of Medicine Pharmacy Rouen, 76000 Rouen, France
- CNR-LE Cryptosporidiosis, Santé Publique France, 76000 Rouen, France
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Latchmore T, Lavallee S, Boudou M, McDermott K, Brown RS, Hynds P, Majury A. Impacts of COVID-19 lockdown on private domestic groundwater sample numbers, E. coli presence and E. coli concentration across Ontario, January 2020-March 2021: An interrupted time-series analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 814:152634. [PMID: 34974018 DOI: 10.1016/j.scitotenv.2021.152634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/12/2021] [Accepted: 12/19/2021] [Indexed: 06/14/2023]
Abstract
Approximately 1.5 million individuals in Ontario are supplied by private water wells (private groundwater supplies). Unlike municipal supplies, private well water quality remains unregulated, with owners responsible for testing, treating, and maintaining their own water supplies. The COVID-19 global pandemic and associated non-pharmaceutical interventions (NPIs) have impacted many environmental (e.g., surface water and air quality) and human (e.g., healthcare, transportation) systems over the past 15-months (January 2020 to March 2021). To date, the impact of these interventions on private groundwater systems remains largely unknown. Accordingly, the current study aimed to investigate the impact of a province-wide COVID-19 lockdown (late-March 2020) on health behaviours (i.e., private domestic groundwater sampling) and groundwater quality (via Escherichia coli (E. coli) detection and concentration) in private well water in Ontario, using time-series analyses (seasonal decomposition, interrupted time-series) of a large-spatio-temporal dataset (January 2016 to March 2021; N = 743,200 samples). Findings indicate that lockdown concurred with an immediate (p = 0.015) and sustained (p < 0.001) decrease in sampling rates, equating to approximately 2200 fewer samples received per week post-interruption. Likewise, a slightly decreased E. coli detection rate was observed approximately one month after lockdowns began (p = 0.003), while the proportion of "highly contaminated" samples (i.e., E. coli > 10 CFU/100 mL) was shown to increase within one month (p = 0.02), followed by a sustained decrease for the remainder of the year (May 2020-December 2020). Analyses strongly suggest that COVID-19 interventions resulted in discernible impacts on both well user behaviours and hydrogeological mechanisms. Findings may be used as an evidence-base for assisting policy makers, public health practitioners and private well owners in developing recommendations and mitigation strategies to manage public health risks during extreme and/or unprecedented future events.
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Affiliation(s)
- T Latchmore
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - S Lavallee
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - M Boudou
- Environmental Sustainability and Health Institute, Technological University Dublin, Dublin, Ireland
| | - K McDermott
- Public Health Ontario, Kingston, Ontario, Canada
| | - R S Brown
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - P Hynds
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Environmental Sustainability and Health Institute, Technological University Dublin, Dublin, Ireland.
| | - A Majury
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada.
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