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Vieira CJSP, Gyawali N, Onn MB, Shivas MA, Shearman D, Darbro JM, Wallau GL, van den Hurk AF, Frentiu FD, Skinner EB, Devine GJ. Mosquito bloodmeals can be used to determine vertebrate diversity, host preference, and pathogen exposure in humans and wildlife. Sci Rep 2024; 14:23203. [PMID: 39369026 PMCID: PMC11455984 DOI: 10.1038/s41598-024-73820-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 09/20/2024] [Indexed: 10/07/2024] Open
Abstract
The surveillance and detection of zoonotic pathogens in animals is essential for predicting disease transmission pathways and the risks of spillover, but challenges include the costs, ethics and technical expertise required for vertebrate trapping, serum sampling and antibody or virus screening. Surveillance using haematophagous arthropods as a sampling tool offers a unique opportunity to obtain blood samples from a wide range of vertebrate species, allowing the study of host-mosquito associations, and host exposure to pathogens. We explored vertebrate diversity and potential Ross River virus (RRV) transmission pathways by analysing blood-fed mosquitoes collected in Brisbane, Australia. Host origins were identified using barcode sequencing, and host exposure to RRV was assessed using a modified plaque reduction neutralisation test. In total, 480 blood-fed mosquitoes were collected between February 2021 and May 2022. The host origins of 346 (72%) bloodmeals were identified, with humans (73%) and cattle (9%) comprising the dominant hosts. RRV seroprevalence was high in both vertebrate species with evidence of RRV exposure in 70% (21/30) of cattle and 52% (132/253) of humans. This is a novel, non-invasive method of estimating seroprevalence in vertebrate host populations. Our results highlight the potential of blood-fed mosquitoes to provide species-specific insights into pathogen transmission dynamics.
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Affiliation(s)
- Carla Julia S P Vieira
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia.
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, 4006, Australia.
| | - Narayan Gyawali
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Michael B Onn
- Entomology Laboratory, Public Space Operations, Brisbane City Council, Brisbane, QLD, 4009, Australia
| | - Martin A Shivas
- Entomology Laboratory, Public Space Operations, Brisbane City Council, Brisbane, QLD, 4009, Australia
| | - Damien Shearman
- Metro North Public Health Unit, Queensland Health, Brisbane, QLD, 4030, Australia
| | - Jonathan M Darbro
- Metro North Public Health Unit, Queensland Health, Brisbane, QLD, 4030, Australia
| | - Gabriel L Wallau
- Department of Entomology and Bioinformatic Core of the Aggeu Magalhães Institute, Oswaldo Cruz Foundation, Recife, 50740-465, PE, Brazil
- Department of Arbovirology, Bernhard Nocht Institute for Tropical Medicine, WHO Collaborating Center for Arbovirus and Hemorrhagic Fever Reference and Research, National Reference Center for Tropical Infectious Diseases, 20359, Hamburg, Germany
| | - Andrew F van den Hurk
- Public Health Virology, Forensic and Scientific Services, Queensland Health, Brisbane, QLD, 4108, Australia
| | - Francesca D Frentiu
- Centre for Immunology and Infection Control, School of Biomedical Sciences, Queensland University of Technology, Brisbane, QLD, 4006, Australia
| | - Eloise B Skinner
- Department of Biology, Stanford University, Stanford, CA, 94305, USA
- Centre for Planetary Health and Food Security, Griffith University, Gold Coast, QLD, 4215, Australia
| | - Gregor J Devine
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
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2
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Krajacich BJ, Samaké D, Dao A, Diallo M, Sanogo ZL, Yaro AS, Zeguime A, Poudiougo J, Cissé K, Traoré M, dit Assitoun A, Faiman R, Zaidi I, Woodford J, Duffy PE, Lehmann T. Tracking SARS-CoV-2 seropositivity in rural communities using blood-fed mosquitoes: a proof-of-concept study. FRONTIERS IN EPIDEMIOLOGY 2023; 3:1243691. [PMID: 38455906 PMCID: PMC10911011 DOI: 10.3389/fepid.2023.1243691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 11/17/2023] [Indexed: 03/09/2024]
Abstract
Background The spread of SARS-CoV-2 cannot be well monitored and understood in areas without capacity for effective disease surveillance. Countries with a young population will have disproportionately large numbers of asymptomatic or pauci-symptomatic infections, further hindering detection of infection. Sero-surveillance on a country-wide scale by trained medical professionals may be limited in a resource-limited setting such as Mali. Novel ways of broadly sampling the human population in a non-invasive method would allow for large-scale surveillance at a reduced cost. Approach Here we evaluate the collection of naturally blood-fed mosquitoes to test for human anti-SARS-CoV-2 antibodies in the laboratory and at five field locations in Mali. Results Immunoglobulin-G antibodies to multiple SARS-CoV-2 antigens were readily detected in mosquito bloodmeals by bead-based immunoassay through at least 10 h after feeding [mean sensitivity of 0.92 (95% CI 0.78-1) and mean specificity of 0.98 (95% CI 0.88-1)], indicating that most blood-fed mosquitoes collected indoors during early morning hours (and likely to have fed the previous night) are viable samples for analysis. We found that reactivity to four SARS-CoV-2 antigens rose during the pandemic from pre-pandemic levels. The crude seropositivity of blood sampled via mosquitoes was 6.3% in October and November 2020 across all sites, and increased to 25.1% overall by February 2021, with the most urban site reaching 46.7%, consistent with independent venous blood-based sero-surveillance estimates. Conclusions We have demonstrated that using mosquito bloodmeals, country-wide sero-surveillance of human diseases (both vector-borne and non-vector-borne) is possible in areas where human-biting mosquitoes are common, offering an informative, cost-effective, and non-invasive sampling option.
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Affiliation(s)
| | - Djibril Samaké
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Adama Dao
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Moussa Diallo
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Zana Lamissa Sanogo
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Alpha Seydou Yaro
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Amatigue Zeguime
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Josué Poudiougo
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Kadiatou Cissé
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Mamadou Traoré
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Alassane dit Assitoun
- Malaria Research and Training Center (MRTC)/Faculty of Medicine, Pharmacy and Odonto-Stomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Roy Faiman
- Laboratory of Malaria and Vector Research, NIAID, NIH, Rockville, MD, United States
| | - Irfan Zaidi
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - John Woodford
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Patrick E. Duffy
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Tovi Lehmann
- Laboratory of Malaria and Vector Research, NIAID, NIH, Rockville, MD, United States
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McMinn RJ, Chacon A, Rückert C, Scorza V, Young MC, Worthington D, Lamb MM, Medrano RE, Harris EK, Arias K, Lopez MR, Asturias EJ, Foy BD, Stenglein MD, Olson D, Ebel GD. Evaluation of Vector-Enabled Xenosurveillance in Rural Guatemala. Am J Trop Med Hyg 2023; 109:1303-1310. [PMID: 37972312 PMCID: PMC10793062 DOI: 10.4269/ajtmh.22-0774] [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: 12/14/2022] [Accepted: 06/02/2023] [Indexed: 11/19/2023] Open
Abstract
Surveillance methods that permit rapid detection of circulating pathogens in low-resource settings are desperately needed. In this study, we evaluated a mosquito bloodmeal-based surveillance method ("xenosurveillance") in rural Guatemala. Twenty households from two villages (Los Encuentros and Chiquirines) in rural southwest Guatemala were enrolled and underwent weekly prospective surveillance from August 2019 to December 2019 (16 weeks). When febrile illness was reported in a household, recently blood-fed mosquitoes were collected from within dwellings and blood samples taken from each member of the household. Mosquitoes were identified to species and blood sources identified by sequencing. Shotgun metagenomic sequencing was used to identify circulating viruses. Culex pipiens (60.9%) and Aedes aegypti (18.6%) were the most abundant mosquitoes collected. Bloodmeal sources were most commonly human (32.6%) and chicken (31.6%), with various other mammal and avian hosts detected. Several mosquito-specific viruses were detected, including Culex orthophasma virus. Human pathogens were not detected. Therefore, xenosurveillance may require more intensive sampling to detect human pathogens in Guatemala and ecologically similar localities in Central America.
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Affiliation(s)
- Rebekah J. McMinn
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Andrea Chacon
- Fundacion para la Salud Integral de los Guatemaltecos, Retalhuleu, Guatemala
| | - Claudia Rückert
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
- Department of Biochemistry and Molecular Biology, University of Nevada, Reno, Nevada
| | - Valeria Scorza
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Michael C. Young
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Delaney Worthington
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | | | - Ramon E. Medrano
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Emma K. Harris
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Kareen Arias
- Center for Human Development, Retalhuleu, Guatemala
| | - Maria Renee Lopez
- Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala City, Guatemala
| | - Edwin J. Asturias
- Colorado School of Public Health, Aurora, Colorado
- Center for Human Development, Retalhuleu, Guatemala
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
| | - Brian D. Foy
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Mark D. Stenglein
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
| | - Daniel Olson
- Colorado School of Public Health, Aurora, Colorado
- Center for Human Development, Retalhuleu, Guatemala
- Department of Pediatrics, Section of Infectious Diseases, University of Colorado School of Medicine, Aurora, Colorado
| | - Gregory D. Ebel
- Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, Colorado
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Krajacich BJ, Samaké D, Dao A, Diallo M, Sanogo ZL, Yaro AS, Ziguimé A, Poudiougo J, Cissé K, Traoré M, Assitoun AD, Faiman R, Zaidi I, John W, Duffy P, Lehmann T. Tracking SARS-CoV-2 seropositivity in rural communities using blood-fed mosquitoes. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.13.23291267. [PMID: 37398491 PMCID: PMC10312890 DOI: 10.1101/2023.06.13.23291267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
The spread of SARS-CoV-2 cannot be well monitored and understood in areas without capacity for effective disease surveillance. Countries with a young population will have disproportionately large numbers of asymptomatic or pauci-symptomatic infections, further hindering detection of infection in the population. Sero-surveillance on a country-wide scale by trained medical professionals may be limited in scope in resource limited setting such as Mali. Novel ways of broadly sampling the human population in a non-invasive method would allow for large-scale surveillance at a reduced cost. Here we evaluate the collection of naturally bloodfed mosquitoes to test for human anti-SARS-CoV-2 antibodies in the laboratory and at five field locations in Mali. Immunoglobulin-G antibodies were found to be readily detectable within the mosquito bloodmeals by a bead-based immunoassay at least through 10 hours post-feeding with high sensitivity (0.900 ± 0.059) and specificity (0.924 ± 0.080), respectively, indicating that most blood-fed mosquitoes collected indoors during early morning hours (and thus, have likely fed the previous night) are viable samples for analysis. We find that reactivity to four SARS-CoV-2 antigens rose during the pandemic from pre-pandemic levels. Consistent with other sero-surveillance studies in Mali, crude seropositivity of blood sampled via mosquitoes was 6.3% in October/November 2020 over all sites, and increased to 25.1% overall, with the town closest to Bamako reaching 46.7% in February of 2021. Mosquito bloodmeals a viable target for conventional immunoassays, and therefore country-wide sero-surveillance of human diseases (both vector-borne and non-vector-borne) is attainable in areas where human-biting mosquitoes are common, and is an informative, cost-effective, non-invasive sampling option.
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Affiliation(s)
| | - Djibril Samaké
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Adama Dao
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Moussa Diallo
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Zana Lamissa Sanogo
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Alpha Seydou Yaro
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Amatigué Ziguimé
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Josué Poudiougo
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Kadiatou Cissé
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Mamadou Traoré
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Alassane dit Assitoun
- Malaria Research and Training Center (MRTC)/ Faculty of Medicine, Pharmacy and Odontostomatology, University of Sciences, Techniques and Technologies, Bamako, Mali
| | - Roy Faiman
- Laboratory of Malaria and Vector Research, NIAID, NIH, Rockville, Maryland, USA
| | - Irfan Zaidi
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Woodford John
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Patrick Duffy
- Laboratory of Malaria Immunology and Vaccinology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Tovi Lehmann
- Laboratory of Malaria and Vector Research, NIAID, NIH, Rockville, Maryland, USA
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Johnson BJ, Robbins A, Gyawali N, Ong O, Loader J, Murphy AK, Hanger J, Devine GJ. The environmental and ecological determinants of elevated Ross River Virus exposure in koalas residing in urban coastal landscapes. Sci Rep 2021; 11:4419. [PMID: 33627779 PMCID: PMC7904799 DOI: 10.1038/s41598-021-83919-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 02/09/2021] [Indexed: 01/31/2023] Open
Abstract
Koala populations in many areas of Australia have declined sharply in response to habitat loss, disease and the effects of climate change. Koalas may face further morbidity from endemic mosquito-borne viruses, but the impact of such viruses is currently unknown. Few seroprevalence studies in the wild exist and little is known of the determinants of exposure. Here, we exploited a large, spatially and temporally explicit koala survey to define the intensity of Ross River Virus (RRV) exposure in koalas residing in urban coastal environments in southeast Queensland, Australia. We demonstrate that RRV exposure in koalas is much higher (> 80%) than reported in other sero-surveys and that exposure is uniform across the urban coastal landscape. Uniformity in exposure is related to the presence of the major RRV mosquito vector, Culex annulirostris, and similarities in animal movement, tree use, and age-dependent increases in exposure risk. Elevated exposure ultimately appears to result from the confinement of remaining coastal koala habitat to the edges of permanent wetlands unsuitable for urban development and which produce large numbers of competent mosquito vectors. The results further illustrate that koalas and other RRV-susceptible vertebrates may serve as useful sentinels of human urban exposure in endemic areas.
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Affiliation(s)
- Brian J. Johnson
- grid.1049.c0000 0001 2294 1395Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006 Australia
| | - Amy Robbins
- Endeavour Veterinary Ecology Pty Ltd, 1695 Pumicestone Rd, Toorbul, QLD 4510 Australia
| | - Narayan Gyawali
- grid.1049.c0000 0001 2294 1395Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006 Australia
| | - Oselyne Ong
- grid.1049.c0000 0001 2294 1395Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006 Australia
| | - Joanne Loader
- Endeavour Veterinary Ecology Pty Ltd, 1695 Pumicestone Rd, Toorbul, QLD 4510 Australia
| | - Amanda K. Murphy
- grid.1049.c0000 0001 2294 1395Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006 Australia ,grid.1024.70000000089150953School of Public Health and Social Work, Queensland University of Technology, Kelvin Grove, QLD 4059 Australia
| | - Jon Hanger
- Endeavour Veterinary Ecology Pty Ltd, 1695 Pumicestone Rd, Toorbul, QLD 4510 Australia
| | - Gregor J. Devine
- grid.1049.c0000 0001 2294 1395Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006 Australia
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