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Taylor-Robinson AW. Harnessing artificial intelligence to enhance key surveillance and response measures for arbovirus disease outbreaks: the exemplar of Australia. Front Microbiol 2023; 14:1284838. [PMID: 37954250 PMCID: PMC10634219 DOI: 10.3389/fmicb.2023.1284838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 10/10/2023] [Indexed: 11/14/2023] Open
Affiliation(s)
- Andrew W. Taylor-Robinson
- College of Health Sciences, VinUniversity, Hanoi, Vietnam
- VinUniversity-University of Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam
- Center for Global Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
- College of Health and Human Sciences, Charles Darwin University, Casuarina, NT, Australia
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Manzi S, Nelli L, Fortuna C, Severini F, Toma L, Di Luca M, Michelutti A, Bertola M, Gradoni F, Toniolo F, Sgubin S, Lista F, Pazienza M, Montarsi F, Pombi M. A modified BG-Sentinel trap equipped with FTA card as a novel tool for mosquito-borne disease surveillance: a field test for flavivirus detection. Sci Rep 2023; 13:12840. [PMID: 37553350 PMCID: PMC10409816 DOI: 10.1038/s41598-023-39857-1] [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: 03/29/2023] [Accepted: 08/01/2023] [Indexed: 08/10/2023] Open
Abstract
Early detection of pathogens in vectors is important in preventing the spread of arboviral diseases, providing a timely indicator of pathogen circulation before outbreaks occur. However, entomological surveillance may face logistical constraints, such as maintaining the cold chain, and resource limitations, such as the field and laboratory workload of mosquito processing. We propose an FTA card-based trapping system that aims to simplify both field and laboratory phases of arbovirus surveillance. We modified a BG-Sentinel trap to include a mosquito collection chamber and a sugar feeding source through an FTA card soaked in a long-lasting viscous solution of honey and hydroxy-cellulose hydrogel. The FTA card ensures environmental preservation of nucleic acids, allowing continuous collection and feeding activity of specimens for several days and reducing the effort required for viral detection. We tested the trap prototype during two field seasons (2019 and 2021) in North-eastern Italy and compared it to CDC-CO2 trapping applied in West Nile and Usutu virus regional surveillance. Collections by the BG-FTA approach detected high species diversity, including Culex pipiens, Aedes albopictus, Culex modestus, Anopheles maculipennis sensu lato and Ochlerotatus caspius. When used for two-days sampling, the BG-FTA trap performed equally to CDC also for the WNV-major vector Cx. pipiens. The FTA cards detected both WNV and USUV, confirming the reliability of this novel approach to detect viral circulation in infectious mosquitoes. We recommend this surveillance approach as a particularly useful alternative in multi-target surveillance, for sampling in remote areas and in contexts characterized by high mosquito densities and diversity.
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Affiliation(s)
- Sara Manzi
- Dipartimento di Sanità Pubblica e Malattie Infettive, Sapienza Università di Roma, Rome, Italy
| | - Luca Nelli
- School of Biodiversity, One Health and Veterinary Medicine, University of Glasgow, Glasgow, UK
| | - Claudia Fortuna
- Dipartimento di Malattie Infettive, Istituto Superiore di Sanità, Rome, Italy
| | - Francesco Severini
- Dipartimento di Malattie Infettive, Istituto Superiore di Sanità, Rome, Italy
| | - Luciano Toma
- Dipartimento di Malattie Infettive, Istituto Superiore di Sanità, Rome, Italy
| | - M Di Luca
- Dipartimento di Malattie Infettive, Istituto Superiore di Sanità, Rome, Italy
| | - Alice Michelutti
- Istituto Zooprofilattico Sperimentale Delle Venezie, Legnaro, Italy
| | - Michela Bertola
- Istituto Zooprofilattico Sperimentale Delle Venezie, Legnaro, Italy
| | | | - Federica Toniolo
- Istituto Zooprofilattico Sperimentale Delle Venezie, Legnaro, Italy
| | - Sofia Sgubin
- Istituto Zooprofilattico Sperimentale Delle Venezie, Legnaro, Italy
| | - Florigio Lista
- Istituto di Scienze Biomediche Della Difesa, Rome, Italy
| | | | | | - Marco Pombi
- Dipartimento di Sanità Pubblica e Malattie Infettive, Sapienza Università di Roma, Rome, Italy.
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Arthropod-Borne Virus Surveillance as a Tool to Study the Australian Mosquito Virome. Viruses 2022; 14:v14091882. [PMID: 36146689 PMCID: PMC9502171 DOI: 10.3390/v14091882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 08/23/2022] [Accepted: 08/24/2022] [Indexed: 12/05/2022] Open
Abstract
Mosquitoes (n = 4381 in 198 pools) were collected in March and April 2018 to survey the presence of West Nile virus Kunjin strain in mosquito populations around crocodile farms in the Darwin region of the Northern Territory (NT) of Australia. While no Kunjin virus was detected in these mosquitoes, we applied our viral replicative intermediates screening system termed monoclonal antibodies to viral RNA intermediates in cells or MAVRIC to this set of samples. This resulted in the detection of 28 pools with virus replicating in C6/36 mosquito cells and the identification of three insect viruses from three distinct virus classes. We demonstrate the persistence of the insect-specific flavivirus Palm Creek virus in Coquillettidia xanthogaster mosquitoes from Darwin over almost a decade, with limited genetic drift. We also detected a novel Hubei macula-like virus 3 strain in samples from two mosquito genera, suggesting the virus, for which the sequence was originally detected in spiders and soybean thrips, might be involved in a horizontal transmission cycle between arthropods and plants. Overall, these data demonstrate the strength of the optimized MAVRIC system and contribute to our general knowledge of the mosquito virome and insect viruses.
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