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Johnson BJ, Weber M, Al-Amin HM, Geier M, Devine GJ. Automated differentiation of mixed populations of free-flying female mosquitoes under semi-field conditions. Sci Rep 2024; 14:3494. [PMID: 38347111 PMCID: PMC10861447 DOI: 10.1038/s41598-024-54233-3] [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: 06/09/2023] [Accepted: 02/10/2024] [Indexed: 02/15/2024] Open
Abstract
Great advances in automated identification systems, or 'smart traps', that differentiate insect species have been made in recent years, yet demonstrations of field-ready devices under free-flight conditions remain rare. Here, we describe the results of mixed-species identification of female mosquitoes using an advanced optoacoustic smart trap design under free-flying conditions. Point-of-capture classification was assessed using mixed populations of congeneric (Aedes albopictus and Aedes aegypti) and non-congeneric (Ae. aegypti and Anopheles stephensi) container-inhabiting species of medical importance. Culex quinquefasciatus, also common in container habitats, was included as a third species in all assessments. At the aggregate level, mixed collections of non-congeneric species (Ae. aegypti, Cx. quinquefasciatus, and An. stephensi) could be classified at accuracies exceeding 90% (% error = 3.7-7.1%). Conversely, error rates increased when analysing individual replicates (mean % error = 48.6; 95% CI 8.1-68.6) representative of daily trap captures and at the aggregate level when Ae. albopictus was released in the presence of Ae. aegypti and Cx. quinquefasciatus (% error = 7.8-31.2%). These findings highlight the many challenges yet to be overcome but also the potential operational utility of optoacoustic surveillance in low diversity settings typical of urban environments.
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Affiliation(s)
- Brian J Johnson
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia.
| | - Michael Weber
- Biogents AG, Weissenburgstr. 22, 93055, Regensburg, Germany
| | - Hasan Mohammad Al-Amin
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
| | - Martin Geier
- Biogents AG, Weissenburgstr. 22, 93055, Regensburg, Germany
| | - Gregor J Devine
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, 4006, Australia
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2
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Park D, Bowles J, Norrid K, Dobson FS, Abebe A, Narayanan HV, Prakash M, Blagburn B, Starkey L, Zohdy S. Effect of age on wingbeat frequency of Aedes aegypti and potential application for age estimation of mosquitoes. MEDICAL AND VETERINARY ENTOMOLOGY 2023; 37:491-498. [PMID: 36872598 DOI: 10.1111/mve.12647] [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: 03/15/2022] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Abstract
To combat mosquito-borne diseases, a variety of vector control tools have been implemented. Estimating age structure in populations of vector species is important for understanding transmission potential. Age-grading techniques have been used as critical methods for evaluating the efficacy of vector control tools. However, methods like mark-release-recapture and ovarian dissection are laborious and require a high level of training. For decades, scientists have discussed the wide array of acoustic signatures of different mosquito species. These distinguishable wingbeat signatures with spatiotemporal classification allow mosquitoes of the same species to locate one another for mating. In recent years, the use of sensitive acoustic devices like mobile phones have proved effective. Wingbeat signatures can be used to identify mosquito species without the challenge of intensive field collections and morphological and molecular identifications. In this study, laboratory Aedes aegypti (L.) female and male wingbeats were recorded using mobile phones to determine whether sex and age differences with chronological time, and across different physiological stages, can be detected. Our results indicate significantly different wingbeat signatures between male and female Ae. aegypti, and a change of wingbeat frequencies with age and reproduction stage in females.
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Affiliation(s)
- Doyeon Park
- College of Forestry, Wildlife and Environment, Auburn University, Auburn, Alabama, USA
| | - Joy Bowles
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, Alabama, USA
| | - Kate Norrid
- College of Forestry, Wildlife and Environment, Auburn University, Auburn, Alabama, USA
| | - F Stephen Dobson
- Department of Biological Sciences, Auburn University, Auburn, Alabama, USA
| | - Ash Abebe
- Department of Mathematics and Statistics, Auburn University, Auburn, Alabama, USA
| | - Haripriya Vaidehi Narayanan
- Department of Microbiology, Immunology, and Molecular Genetics, University of California Los Angeles, Los Angeles, California, USA
| | - Manu Prakash
- Department of Bioengineering, Stanford University, Stanford, California, USA
| | - Byron Blagburn
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, Alabama, USA
| | - Lindsay Starkey
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, Alabama, USA
| | - Sarah Zohdy
- College of Forestry, Wildlife and Environment, Auburn University, Auburn, Alabama, USA
- Department of Pathobiology, College of Veterinary Medicine, Auburn University, Auburn, Alabama, USA
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3
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Xu YYJ, Loh YM, Lee TT, Ohashi TS, Su MP, Kamikouchi A. Serotonin modulation in the male Aedes aegypti ear influences hearing. Front Physiol 2022; 13:931567. [PMID: 36105279 PMCID: PMC9465180 DOI: 10.3389/fphys.2022.931567] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/13/2022] [Indexed: 11/13/2022] Open
Abstract
Male Aedes aegypti (Ae. aegypti) mosquitoes rely on hearing to identify conspecific females for mating, with the male attraction to the sound of flying females (“phonotaxis”) an important behavior in the initial courtship stage. Hearing thus represents a promising target for novel methods of mosquito control, and hearing behaviors (such as male phonotaxis) can be targeted via the use of sound traps. These traps unfortunately have proven to be relatively ineffective during field deployment. Shifting the target from hearing behavior to hearing function could therefore offer a novel method of interfering with Ae. aegypti mating. Numerous neurotransmitters, including serotonin (5-hydroxytryptamine, or 5-HT) and octopamine, are expressed in the male ear, with modulation of the latter proven to influence the mechanical responses of the ear to sound. The effect of serotonin modulation however remains underexplored despite its significant role in determining many key behaviors and biological processes of animals. Here we investigated the influence of serotonin on the Ae. aegypti hearing function and behaviors. Using immunohistochemistry, we found significant expression of serotonin in the male and female Ae. aegypti ears. In the male ear, presynaptic sites identified via antibody labelling showed only partial overlap with serotonin. Next, we used RT-qPCR to identify and quantify the expression levels of three different serotonin receptor families (5-HT1, 5-HT2, and 5-HT7) in the mosquito heads and ears. Although all receptors were identified in the ears of both sexes, those from the 5-HT7 family were significantly more expressed in the ears relative to the heads. We then thoracically injected serotonin-related compounds into the mosquitoes and found a significant, reversible effect of serotonin exposure on the male ear mechanical tuning frequency. Finally, oral administration of a serotonin-synthesis inhibitor altered male phonotaxis. The mosquito serotonergic system and its receptors thus represent interesting targets for novel methods of mosquito, and thus disease, control.
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Affiliation(s)
- Yifeng Y. J. Xu
- Graduate School of Science, Nagoya University, Nagoya, Japan
| | - YuMin M. Loh
- Graduate School of Science, Nagoya University, Nagoya, Japan
| | - Tai-Ting Lee
- Graduate School of Science, Nagoya University, Nagoya, Japan
| | | | - Matthew P. Su
- Graduate School of Science, Nagoya University, Nagoya, Japan
- Institute for Advanced Research, Nagoya University, Nagoya, Japan
- *Correspondence: Matthew P. Su, ; Azusa Kamikouchi,
| | - Azusa Kamikouchi
- Graduate School of Science, Nagoya University, Nagoya, Japan
- Graduate School of Life Sciences, Tohoku University, Sendai, Japan
- *Correspondence: Matthew P. Su, ; Azusa Kamikouchi,
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4
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Carraretto D, Soresinetti L, Rossi I, Malacrida AR, Gasperi G, Gomulski LM. Behavioural Responses of Male Aedes albopictus to Different Volatile Chemical Compounds. INSECTS 2022; 13:insects13030290. [PMID: 35323588 PMCID: PMC8955809 DOI: 10.3390/insects13030290] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/04/2022] [Accepted: 03/13/2022] [Indexed: 11/16/2022]
Abstract
Simple Summary Many studies have been performed to assess the effects of chemical compounds on mosquito behaviour. These studies almost exclusively involve only female mosquitoes as they can transmit disease pathogens, or at least, cause biting nuisance. Few studies have considered male mosquitoes. The identification of chemical substances that attract males can be very useful for trapping purposes, especially for monitoring the makeup of the male population during control programmes, such as those involving the release of sterile male mosquitoes. Twenty-eight chemical compounds from different chemical classes were evaluated using a dual-port olfactometer assay with at least three serial hexane dilutions against a hexane control. The compounds included known animal, plant and fungal volatiles, and the components of a putative Aedes aegypti pheromone. Many of the compounds were repellent for male mosquitoes, especially at the highest concentration. One compound, decanoic acid, acted as an attractant for males at an intermediate concentration. Decanoic acid did not elicit a significant response from female mosquitoes. Abstract The Asian tiger mosquito, Aedes albopictus, has become one of the most important invasive vectors for disease pathogens such as the viruses that cause chikungunya and dengue. Given the medical importance of this disease vector, a number of control programmes involving the use of the sterile insect technique (SIT) have been proposed. The identification of chemical compounds that attract males can be very useful for trapping purposes, especially for monitoring the makeup of the male population during control programmes, such as those involving the use of the SIT. Twenty-eight chemical compounds from different chemical classes were evaluated using a dual-port olfactometer assay. The compounds included known animal, fungal and plant host volatiles, and components of a putative Aedes aegypti pheromone. Many of the compounds were repellent for male mosquitoes, especially at the highest concentration. One compound, decanoic acid, acted as an attractant for males at an intermediate concentration. Decanoic acid did not elicit a significant response from female mosquitoes.
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5
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Harmonic convergence coordinates swarm mating by enhancing mate detection in the malaria mosquito Anopheles gambiae. Sci Rep 2021; 11:24102. [PMID: 34916521 PMCID: PMC8677761 DOI: 10.1038/s41598-021-03236-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 11/30/2021] [Indexed: 11/30/2022] Open
Abstract
The mosquito Anopheles gambiae is a major African malaria vector, transmitting parasites responsible for significant mortality and disease burden. Although flight acoustics are essential to mosquito mating and present promising alternatives to insecticide-based vector control strategies, there is limited data on mosquito flight tones during swarming. Here, for the first time, we present detailed analyses of free-flying male and female An. gambiae flight tones and their harmonization (harmonic convergence) over a complete swarm sequence. Audio analysis of single-sex swarms showed synchronized elevation of male and female flight tones during swarming. Analysis of mixed-sex swarms revealed additional 50 Hz increases in male and female flight tones due to mating activity. Furthermore, harmonic differences between male and female swarm tones in mixed-sex swarms and in single-sex male swarms with artificial female swarm audio playback indicate that frequency differences of approximately 50 Hz or less at the male second and female third harmonics (M2:F3) are maintained both before and during mating interactions. This harmonization likely coordinates male scramble competition by maintaining ideal acoustic recognition within mating pairs while acoustically masking phonotactic responses of nearby swarming males to mating females. These findings advance our knowledge of mosquito swarm acoustics and provide vital information for reproductive control strategies.
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6
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Staunton KM, Goi J, Townsend M, Ritchie SA, Crawford JE, Snoad N, Karl S, Burkot TR. Effect of BG-Lures on the Male Aedes (Diptera: Culicidae) Sound Trap Capture Rates. JOURNAL OF MEDICAL ENTOMOLOGY 2021; 58:2425-2431. [PMID: 34240181 PMCID: PMC8577766 DOI: 10.1093/jme/tjab121] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Indexed: 06/13/2023]
Abstract
With global expansion of the two main vectors of dengue, Aedes aegypti (Linnaeus, Diptera: Culicidae) and Aedes albopictus (Skuse, Diptera: Culicidae), there is a need to further develop cost-effective and user-friendly surveillance tools to monitor the population dynamics of these species. The abundance of Ae. aegypti and Ae. Albopictus, and associated bycatch captured by Male Aedes Sound Traps (MASTs) and BG-Sentinel (BGS) traps that were unbaited or baited with BG-Lures were compared in Cairns, Australia and Madang, Papua New Guinea. Mean male Ae. aegypti and Ae. albopictus catch rates in MASTs did not significantly differ when deployed with BG-Lures. Similarly, males of both these species were not sampled at statistically different rates in BGS traps with or without BG-Lures. However, MASTs with BG-Lures caught significantly less male Ae. aegypti than BGS traps baited with BG-Lures in Cairns, and MASTs without BG-Lures caught significantly more male Ae. albopictus than BGS traps without BG-Lures in Madang. Additionally, BG-Lures significantly increased female Ae. aegypti catch rates in BGS traps in Cairns. Lastly, bycatch capture rates in BGS traps were not significantly influenced by the addition of the BG-Lures. While this study provides useful information regarding the surveillance of Ae. aegypti and Ae. albopictus in these locations, further development and investigation is required to successfully integrate an olfactory lure into the MAST system.
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Affiliation(s)
- Kyran M Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | - Joelyn Goi
- Vector-Borne Diseases Unit, PNG Institute of Medical Research, Madang, 511 Madang Province, Papua New Guinea
| | - Michael Townsend
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | | | - Nigel Snoad
- Debug, Verily Life Sciences, South San Francisco, CA, USA
| | - Stephan Karl
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
- Vector-Borne Diseases Unit, PNG Institute of Medical Research, Madang, 511 Madang Province, Papua New Guinea
| | - Thomas R Burkot
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
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7
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Sinka ME, Zilli D, Li Y, Kiskin I, Kirkham D, Rafique W, Wang L, Chan H, Gutteridge B, Herreros‐Moya E, Portwood H, Roberts S, Willis KJ. HumBug – An Acoustic Mosquito Monitoring Tool for use on budget smartphones. Methods Ecol Evol 2021. [DOI: 10.1111/2041-210x.13663] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Davide Zilli
- Mind Foundry Ltd Oxford UK
- Department of Engineering Science University of Oxford Oxford UK
| | | | - Ivan Kiskin
- Department of Engineering Science University of Oxford Oxford UK
| | | | - Waqas Rafique
- Department of Engineering Science University of Oxford Oxford UK
| | - Lawrence Wang
- Department of Engineering Science University of Oxford Oxford UK
| | - Henry Chan
- Department of Engineering Science University of Oxford Oxford UK
| | | | | | | | - Stephen Roberts
- Mind Foundry Ltd Oxford UK
- Department of Engineering Science University of Oxford Oxford UK
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8
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Designing Aedes (Diptera: Culicidae) Mosquito Traps: The Evolution of the Male Aedes Sound Trap by Iterative Evaluation. INSECTS 2021; 12:insects12050388. [PMID: 33925425 PMCID: PMC8146609 DOI: 10.3390/insects12050388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 04/22/2021] [Accepted: 04/23/2021] [Indexed: 11/17/2022]
Abstract
Effective surveillance of Aedes aegypti (Linnaeus, Diptera: Culicidae) is critical to monitoring the impact of vector control measures when mitigating disease transmission by this species. There are benefits to deploying male-specific traps, particularly when a high level of catch-specificity is desired. Here, the rationale behind the developmental process of an entirely new trap which uses a sound lure to capture male Ae. aegypti, the male Aedes sound trap (MAST), is presented as a target product profile with findings from developmental trials of key trap components and performance. Trial results suggest that the presence of a black base associated with the trap influenced male catches as did variations in size of this base, to a degree. Trap entrance shape didn't influence catch rates, but entrance size did. No significant differences in catch rates were found when sound lures were set to intermittent or continuous playbacks, at volumes between 63-74 dB or frequencies of 450 Hz compared to 500 Hz. Additionally, adult males aged 3 days post-eclosion, were less responsive to sound lures set to 500 Hz than those 4 or 6 days old. Lastly, almost no males were caught when the MAST directly faced continual winds of 1.5 ms-1, but males were captured at low rates during intermittent winds, or if the trap faced away from the wind. The developmental process to optimising this trap is applicable to the development of alternate mosquito traps beyond Aedes sound traps and provides useful information towards the improved surveillance of these disease vectors.
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9
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Staunton KM, Leiva D, Cruz A, Goi J, Arisqueta C, Liu J, Desnoyer M, Howell P, Espinosa F, Mendoza AC, Karl S, Crawford JE, Xiang W, Manrique-Saide P, Achee NL, Grieco JP, Ritchie SA, Burkot TR, Snoad N. Outcomes from international field trials with Male Aedes Sound Traps: Frequency-dependent effectiveness in capturing target species in relation to bycatch abundance. PLoS Negl Trop Dis 2021; 15:e0009061. [PMID: 33630829 PMCID: PMC7906331 DOI: 10.1371/journal.pntd.0009061] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 12/09/2020] [Indexed: 02/07/2023] Open
Abstract
Aedes aegypti and Aedes albopictus vector dengue, chikungunya and Zika viruses. With both species expanding their global distributions at alarming rates, developing effective surveillance equipment is a continuing priority for public health researchers. Sound traps have been shown, in limited testing, to be highly species-specific when emitting a frequency corresponding to a female mosquito wingbeat. Determining male mosquito capture rates in sound traps based on lure frequencies in endemic settings is the next step for informed deployment of these surveillance tools. We field-evaluated Male Aedes Sound Traps (MASTs) set to either 450 Hz, 500 Hz, 550 Hz or 600 Hz for sampling Aedes aegypti and/or Aedes albopictus and compared catch rates to BG-Sentinel traps within Pacific (Madang, Papua New Guinea) and Latin American (Molas, Mexico and Orange Walk Town, Belize) locations. MASTs set to 450-550 Hz consistently caught male Ae. aegypti at rates comparable to BG-Sentinel traps in all locations. A peak in male Ae. albopictus captures in MASTs set at 550 Hz was observed, with the lowest mean abundance recorded in MASTs set to 450 Hz. While significantly higher abundances of male Culex were sampled in MASTs emitting lower relative frequencies in Molas, overall male Culex were captured in significantly lower abundances in the MASTs, relative to BG-Sentinel traps within all locations. Finally, significant differences in rates at which male Aedes and Culex were positively detected in trap-types per weekly collections were broadly consistent with trends in abundance data per trap-type. MASTs at 550 Hz effectively captured both male Ae. aegypti and Ae. albopictus while greatly reducing bycatch, especially male Culex, in locations where dengue transmission has occurred. This high species-specificity of the MAST not only reduces staff-time required to sort samples, but can also be exploited to develop an accurate smart-trap system-both outcomes potentially reducing public health program expenses.
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Affiliation(s)
- Kyran M. Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | - Donovan Leiva
- Belize Vector and Ecology Center (BVEC), Orange Walk Town, Belize, Central America
| | - Alvaro Cruz
- Belize Vector and Ecology Center (BVEC), Orange Walk Town, Belize, Central America
| | - Joelyn Goi
- Vector-Borne Diseases Unit, PNG Institute of Medical Research, Madang, Papua New Guinea
| | - Carlos Arisqueta
- Collaborative Unit for Entomological Bioassays (UCBE) and the Laboratory of Biological Control for Ae. aegypti, Universidad Autónoma de Yucatán, Merida, México
| | - Jianyi Liu
- Verily Life Sciences, San Francisco, California, United States of America
| | - Mark Desnoyer
- Verily Life Sciences, San Francisco, California, United States of America
| | - Paul Howell
- Verily Life Sciences, San Francisco, California, United States of America
| | - Francia Espinosa
- Collaborative Unit for Entomological Bioassays (UCBE) and the Laboratory of Biological Control for Ae. aegypti, Universidad Autónoma de Yucatán, Merida, México
| | - Azael Che Mendoza
- Collaborative Unit for Entomological Bioassays (UCBE) and the Laboratory of Biological Control for Ae. aegypti, Universidad Autónoma de Yucatán, Merida, México
| | - Stephan Karl
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
- Vector-Borne Diseases Unit, PNG Institute of Medical Research, Madang, Papua New Guinea
| | - Jacob E. Crawford
- Verily Life Sciences, San Francisco, California, United States of America
| | - Wei Xiang
- School of Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia
| | - Pablo Manrique-Saide
- Collaborative Unit for Entomological Bioassays (UCBE) and the Laboratory of Biological Control for Ae. aegypti, Universidad Autónoma de Yucatán, Merida, México
| | - Nicole L. Achee
- Department of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - John P. Grieco
- Department of Biological Sciences, Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Scott A. Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | - Thomas R. Burkot
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia
| | - Nigel Snoad
- Verily Life Sciences, San Francisco, California, United States of America
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10
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Dou Z, Madan A, Carlson JS, Chung J, Spoleti T, Dimopoulos G, Cammarato A, Mittal R. Acoustotactic response of mosquitoes in untethered flight to incidental sound. Sci Rep 2021; 11:1884. [PMID: 33479423 PMCID: PMC7820424 DOI: 10.1038/s41598-021-81456-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2020] [Accepted: 01/04/2021] [Indexed: 11/29/2022] Open
Abstract
Mosquitoes are vectors for some of the most devastating diseases on the planet. Given the centrality of acoustic sensing in the precopulatory behavior of these vectors, the use of an exogenous acoustic stimulus offers the potential of interfering with the courtship behavior of these insects. Previous research on the acoustotactic response of mosquitoes has been conducted on tethered preparations using low-intensity sound stimuli. To quantify differences in acoustotactic responses between mosquitos of distinct sex and species, we examined the effects of incidental sound stimuli on the flight behavior of free-flying male vs. female Aedes aegypti and Anopheles gambiae mosquitoes. The key variables were sound frequency (100–1000 Hz) and intensity (67–103 dB, measured at 12.5 cm from the source), and the acoustotactic response was measured in terms of the relative increase in flight speed in response to the stimulus. The data show, for the first time, significant sex- and species-specific differences in acoustotactic responses. A. aegypti exhibited a greater response to sound stimulus compared to An. gambiae, and the response also extended over a larger range of frequencies. Furthermore, the males of both species displayed a greater acoustotactic response than females, with An. gambiae females exhibiting minimal response to sound.
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Affiliation(s)
- Zhongwang Dou
- Department of Mechanical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Aditi Madan
- Division of Cardiology, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Jenny S Carlson
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Joseph Chung
- Department of Mechanical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Tyler Spoleti
- Department of Mechanical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - George Dimopoulos
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, USA
| | - Anthony Cammarato
- Division of Cardiology, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Rajat Mittal
- Department of Mechanical Engineering, Whiting School of Engineering, Johns Hopkins University, Baltimore, MD, USA.
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11
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Staunton KM, Crawford JE, Liu J, Townsend M, Han Y, Desnoyer M, Howell P, Xiang W, Burkot TR, Snoad N, Ritchie SA. A Low-Powered and Highly Selective Trap for Male Aedes (Diptera: Culicidae) Surveillance: The Male Aedes Sound Trap. JOURNAL OF MEDICAL ENTOMOLOGY 2021; 58:408-415. [PMID: 32740655 PMCID: PMC7801748 DOI: 10.1093/jme/tjaa151] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Indexed: 05/05/2023]
Abstract
As Aedes aegypti (Linnaeus, Diptera: Culicidae) expands its global distribution and vectors a range of debilitating arboviruses there is an increased need for enhanced mosquito surveillance. Consequently, we developed a Male Aedes Sound Trap (MAST) that requires minimal power and is highly species-specific. Two different versions of the MAST were developed, one that uses synthetic pyrethroid to kill captured mosquitoes (MAST Spray) and another which has an internal divider to create a killing chamber in which a sticky panel can be placed to capture mosquitoes (MAST Sticky). We compared weekly capture rates of male Ae. aegypti and bycatch from the two MAST versions to those from BG-Sentinel (BGS) traps and Sound-producing BG-Gravid Aedes Traps (SGATs) throughout Cairns, northern Australia. Weekly mean male Ae. aegypti catches did not significantly differ between trap types. However, the rate of positive weekly detections of male Ae. aegypti was lower for the MAST Sticky than the other three trap types. The MASTs sampled significantly fewer mosquitoes other than male Ae. aegypti, than either the BGS trap or the SGAT. Also, the MASTs and SGATs all caught significantly less non-Culicidae bycatch than the BGS traps. Consequently, we have developed a versatile male Ae. aegypti trap which is potentially of great benefit to Ae. aegypti surveillance programs.
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Affiliation(s)
- Kyran M Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
- Corresponding author, e-mail:
| | | | - Jianyi Liu
- Verily Life Sciences, South San Francisco, CA
| | - Michael Townsend
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
| | - Yu Han
- College of Science & Engineering, James Cook University, Smithfield, QLD, Australia
| | | | - Paul Howell
- Verily Life Sciences, South San Francisco, CA
| | - Wei Xiang
- College of Science & Engineering, James Cook University, Smithfield, QLD, Australia
| | - Thomas R Burkot
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
| | - Nigel Snoad
- Verily Life Sciences, South San Francisco, CA
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
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12
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Fernandes MS, Cordeiro W, Recamonde-Mendoza M. Detecting Aedes aegypti mosquitoes through audio classification with convolutional neural networks. Comput Biol Med 2020; 129:104152. [PMID: 33333363 DOI: 10.1016/j.compbiomed.2020.104152] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 11/23/2020] [Accepted: 11/23/2020] [Indexed: 12/12/2022]
Abstract
The incidence of mosquito-borne diseases is significant in under-developed regions, mostly due to the lack of resources to implement aggressive control measurements against mosquito proliferation. A potential strategy to raise community awareness regarding mosquito proliferation is building a live map of mosquito incidences using smartphone apps and crowdsourcing. In this paper, we explore the possibility of identifying Aedes aegypti mosquitoes using machine learning techniques and audio analysis captured from commercially available smartphones. In summary, we downsampled Aedes aegypti wingbeat recordings and used them to train a convolutional neural network (CNN) through supervised learning. As a feature, we used the recording spectrogram to represent the mosquito wingbeat frequency over time visually. We trained and compared three classifiers: a binary, a multiclass, and an ensemble of binary classifiers. In our evaluation, the binary and ensemble models achieved accuracy of 97.65% (±0.55) and 94.56% (±0.77), respectively, whereas the multiclass had an accuracy of 78.12% (±2.09). The best sensitivity was observed in the ensemble approach (96.82% ± 1.62), followed by the multiclass for the particular case of Aedes aegypti (90.23% ± 3.83) and the binary (88.49% ± 6.68). The binary classifier and the multiclass classifier presented the best balance between precision and recall, with F1-measure close to 90%. Although the ensemble classifier achieved the lowest precision, thus impairing its F1-measure (79.95% ± 2.13), it was the most powerful classifier to detect Aedes aegypti in our dataset.
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Affiliation(s)
| | - Weverton Cordeiro
- Institute of Informatics (INF), Universidade Federal Do Rio Grande Do Sul (UFRGS), Porto Alegre, Brazil.
| | - Mariana Recamonde-Mendoza
- Institute of Informatics (INF), Universidade Federal Do Rio Grande Do Sul (UFRGS), Porto Alegre, Brazil; Bioinformatics Core, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.
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13
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Pagendam DE, Trewin BJ, Snoad N, Ritchie SA, Hoffmann AA, Staunton KM, Paton C, Beebe N. Modelling the Wolbachia incompatible insect technique: strategies for effective mosquito population elimination. BMC Biol 2020; 18:161. [PMID: 33158442 PMCID: PMC7646074 DOI: 10.1186/s12915-020-00887-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 10/01/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND The Wolbachia incompatible insect technique (IIT) shows promise as a method for eliminating populations of invasive mosquitoes such as Aedes aegypti (Linnaeus) (Diptera: Culicidae) and reducing the incidence of vector-borne diseases such as dengue, chikungunya and Zika. Successful implementation of this biological control strategy relies on high-fidelity separation of male from female insects in mass production systems for inundative release into landscapes. Processes for sex-separating mosquitoes are typically error-prone and laborious, and IIT programmes run the risk of releasing Wolbachia-infected females and replacing wild mosquito populations. RESULTS We introduce a simple Markov population process model for studying mosquito populations subjected to a Wolbachia-IIT programme which exhibit an unstable equilibrium threshold. The model is used to study, in silico, scenarios that are likely to yield a successful elimination result. Our results suggest that elimination is best achieved by releasing males at rates that adapt to the ever-decreasing wild population, thus reducing the risk of releasing Wolbachia-infected females while reducing costs. CONCLUSIONS While very high-fidelity sex separation is required to avoid establishment, release programmes tend to be robust to the release of a small number of Wolbachia-infected females. These findings will inform and enhance the next generation of Wolbachia-IIT population control strategies that are already showing great promise in field trials.
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Affiliation(s)
- D E Pagendam
- CSIRO Data61, 41 Boggo Road, Dutton Park, QLD, 4102, Australia
| | - B J Trewin
- CSIRO Health and Biosecurity, 41 Boggo Road, Dutton Park, QLD, 4102, Australia.
| | - N Snoad
- Verily Life Sciences, 259 East Grand Avenue, South San Francisco, CA, 94080, USA
| | - S A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, 4878, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, 4878, Australia
| | - A A Hoffmann
- School of Biological Sciences, Bio21 Institute, The University of Melbourne, Parkville, VIC, Australia
| | - K M Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, 4878, Australia
| | - C Paton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, 4878, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, 4878, Australia
| | - N Beebe
- CSIRO Health and Biosecurity, 41 Boggo Road, Dutton Park, QLD, 4102, Australia
- School of Biological Sciences, University of Queensland, St Lucia, QLD, 4072, Australia
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14
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Andrés M, Su MP, Albert J, Cator LJ. Buzzkill: targeting the mosquito auditory system. CURRENT OPINION IN INSECT SCIENCE 2020; 40:11-17. [PMID: 32505906 DOI: 10.1016/j.cois.2020.04.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 04/22/2020] [Accepted: 04/24/2020] [Indexed: 06/11/2023]
Abstract
Sound plays an important role in mosquito sensory ecology. Acoustic perception and acoustically driven behaviours therefore represent potentially effective control targets. Previous scientific efforts around acoustic-based control and surveillance have not been systematic and ambiguity around the exact role of acoustic communication in conspecific interactions remains. Here, we briefly review recent advances in mosquito auditory physiology and behavioural ecology as well as ongoing activities to incorporate sound into control and surveillance tools. We highlight areas where increased collaboration between physiologists, molecular biologists, behavioural ecologists and control experts is needed to capitalize on this progress and realize the potential of sound-based technologies and strategies.
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Affiliation(s)
- Marta Andrés
- Ear Institute, University College London, London, WC1X 8EE, United Kingdom; The Francis Crick Institute, London, NW1 1AT, United Kingdom
| | - Matthew P Su
- Ear Institute, University College London, London, WC1X 8EE, United Kingdom; Division of Biological Science, Nagoya University, Nagoya, 464-8601, Japan
| | - Joerg Albert
- Ear Institute, University College London, London, WC1X 8EE, United Kingdom; The Francis Crick Institute, London, NW1 1AT, United Kingdom.
| | - Lauren J Cator
- Grand Challenges in Ecosystems and Environment, Department of Life Sciences, Imperial College London, Ascot, SL5 7PY, United Kingdom.
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15
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Staunton KM, Rohde BB, Townsend M, Liu J, Desnoyer M, Howell P, Amos B, Crawford J, Snoad N, Ritchie SA. Investigating Male Aedes aegypti (Diptera: Culicidae) Attraction to Different Oviposition Containers Using Various Configurations of the Sound Gravid Aedes Trap. JOURNAL OF MEDICAL ENTOMOLOGY 2020; 57:957-961. [PMID: 31799614 DOI: 10.1093/jme/tjz229] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Indexed: 06/10/2023]
Abstract
Aedes aegypti (Linnaeus), the primary vectors of the arboviruses dengue virus and Zika virus, continue to expand their global distributions. In efforts to better control such species, several mosquito control programs are investigating the efficacy of rearing and releasing millions of altered male Aedes throughout landscapes to reduce populations and disease transmission risk. Unfortunately, little is known about Ae. aegypti, especially male, dispersal behaviors within urban habitats. We deployed Sound-producing Gravid Aedes Traps (SGATs) in Cairns, northern Australia, to investigate male Ae. aegypti attraction to various oviposition container configurations. The traps were arranged to include: 1) water only, 2) organically infused water, 3) infused water and L3 larvae, 4) infused water and a human-scented lure, and lastly 5) no water or olfactory attractant (dry). Our data suggest that males were more attracted to SGATs representing active larval sites than potential larval sites, but were equally attracted to dry SGATs relative to those containing water and/or infusion. Additionally, we found that female Ae. aegypti were equally attracted to wet SGATs, with or without infusion, but not dry ones. These results suggest that male Ae. aegypti within northern Australia are more attracted to active larval sites and equally attracted to dry containers as wet or infused ones. Additionally, female Ae. aegypti are unlikely to enter dry containers. Such findings contribute to our understanding of potentially attractive features for local and released Ae. aegypti throughout the northern Australian urban landscape.
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Affiliation(s)
- Kyran M Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
| | - Barukh B Rohde
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, FL
| | - Michael Townsend
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
| | - Jianyi Liu
- Verily Life Sciences, South San Francisco, CA
| | | | - Paul Howell
- Verily Life Sciences, South San Francisco, CA
| | - Brogan Amos
- Department of Entomology, University of California, Riverside, CA
| | | | - Nigel Snoad
- Verily Life Sciences, South San Francisco, CA
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, Australia
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16
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Lau MJ, Endersby-Harshman NM, Axford JK, Ritchie SA, Hoffmann AA, Ross PA. Measuring the Host-Seeking Ability of Aedes aegypti Destined for Field Release. Am J Trop Med Hyg 2020; 102:223-231. [PMID: 31769394 DOI: 10.4269/ajtmh.19-0510] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Host seeking is an essential process in mosquito reproduction. Field releases of modified mosquitoes for population replacement rely on successful host seeking by female mosquitoes, but host-seeking ability is rarely tested in a realistic context. We tested the host-seeking ability of female Aedes aegypti mosquitoes using a semi-field system. Females with different Wolbachia infection types (wMel-, wAlbB-infected, and uninfected) or from different origins (laboratory and field) were released at one end of a semi-field cage and recaptured as they landed on human experimenters 15 m away. Mosquitoes from each population were then identified with molecular tools or through minimal dusting with fluorescent powder. Wolbachia-infected and uninfected populations had similar average durations to landing and overall recapture proportions, as did laboratory and field-sourced Ae. aegypti. These results indicate that the host-seeking ability of mosquitoes is not negatively affected by Wolbachia infection or long-term laboratory maintenance. This method provides an approach to study the host-seeking ability of mosquitoes in a realistic setting, which will be useful when evaluating strains of mosquitoes that are planned for releases into the field to suppress arbovirus transmission.
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Affiliation(s)
- Meng-Jia Lau
- Pest and Environmental Adaptation Research Group, Bio21 Institute and the School of BioSciences, The University of Melbourne, Parkville, Australia
| | - Nancy M Endersby-Harshman
- Pest and Environmental Adaptation Research Group, Bio21 Institute and the School of BioSciences, The University of Melbourne, Parkville, Australia
| | - Jason K Axford
- Pest and Environmental Adaptation Research Group, Bio21 Institute and the School of BioSciences, The University of Melbourne, Parkville, Australia
| | - Scott A Ritchie
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, Australia.,College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, Australia
| | - Ary A Hoffmann
- Pest and Environmental Adaptation Research Group, Bio21 Institute and the School of BioSciences, The University of Melbourne, Parkville, Australia
| | - Perran A Ross
- Pest and Environmental Adaptation Research Group, Bio21 Institute and the School of BioSciences, The University of Melbourne, Parkville, Australia
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17
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Pantoja-Sánchez H, Vargas JF, Ruiz-López F, Rúa-Uribe G, Vélez V, Kline DL, Bernal XE. A new approach to improve acoustic trapping effectiveness for Aedes aegypti (Diptera: Culicidae). JOURNAL OF VECTOR ECOLOGY : JOURNAL OF THE SOCIETY FOR VECTOR ECOLOGY 2019; 44:216-222. [PMID: 31729803 DOI: 10.1111/jvec.12352] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 05/06/2019] [Indexed: 06/10/2023]
Abstract
Monitoring mosquito populations is essential to designing and implementing control strategies. Recent strategies based on releasing biologically modified mosquitoes have increased the need to effectively monitor mosquito abundance. Unfortunately, existing surveillance traps are of limited value due to their high cost and low capture rates. Here, we report the results of experiments designed to evaluate the effectiveness of an acoustic trap prototype. Stimuli synthesized from recordings of Ae. aegypti wingbeat signals and pure tones were evaluated as attractants to males in indoor and semi-field conditions. Overall, the acoustic trap´s efficacy differed significantly between indoor and semi-field conditions. After two hours of indoor recapture, ∼69% of males were collected from acoustic traps broadcasting pure tones while ∼78% of males were collected using synthesized wingbeat signals. Under semi-field conditions, however, acoustic traps collected less than ∼1.7% of the males released. Increasing the intensity of the signals up to 90 dB (SPL re. 20 uPa at 1 m from the trap) did not improve the capture rate under semi-field conditions. Overall, our results indicate that acoustic signals synthesized from recordings of wingbeats can be used to enhance capture of male Ae. aegypti.
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Affiliation(s)
- Hoover Pantoja-Sánchez
- PECET-School of Medicine, University of Antioquia, Medellin, Colombia
- SISTEMIC-Department of Electronics and Telecommunications, University of Antioquia, Medellin, Colombia
| | - Jesus F Vargas
- SISTEMIC-Department of Electronics and Telecommunications, University of Antioquia, Medellin, Colombia
| | - Freddy Ruiz-López
- PECET-School of Medicine, University of Antioquia, Medellin, Colombia
| | | | - Viviana Vélez
- PECET-School of Medicine, University of Antioquia, Medellin, Colombia
| | - Daniel L Kline
- United States Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural and Veterinary Entomology, 1600 SW 23rd Drive, Gainesville, FL 32608, U.S.A
| | - Ximena E Bernal
- Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, U.S.A
- Smithsonian Tropical Research Institute, Apartado 0843-03092, Balboa, Ancón, Panamá, República de Panamá
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18
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Rohde BB, Staunton KM, Zeak NC, Beebe N, Snoad N, Bondarenco A, Liddington C, Anderson JA, Xiang W, Mankin RW, Ritchie SA. Waterproof, low-cost, long-battery-life sound trap for surveillance of male Aedes aegypti for rear-and-release mosquito control programmes. Parasit Vectors 2019; 12:417. [PMID: 31488182 DOI: 10.1186/s13071-019-3647-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 07/25/2019] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Sterile male rear-and-release programmes are of growing interest for controlling Aedes aegypti, including use an "incompatible insect technique" (IIT) to suppress transmission of dengue, Zika, and other viruses. Under IIT, males infected with Wolbachia are released into the suppression area to induce cytoplasmic incompatibility in uninfected populations. These and similar mosquito-release programmes require cost-effective field surveys of both sexes to optimize the locations, timing, and quantity of releases. Unfortunately, traps that sample male Ae. aegypti effectively are expensive and usually require mains power. Recently, an electronic lure was developed that attracts males using a 484 Hz sinusoidal tone mimicking the female wingbeat frequencies, broadcast in a 120 s on/off cycle. When deployed in commercially available gravid Aedes traps (GATs), the new combination, sound-GAT (SGAT), captures both males and females effectively. Given its success, there is interest in optimizing SGAT to reduce cost and power usage while maximizing catch rates. METHODS Options considered in this study included use of a smaller, lower-power microcontroller (Tiny) with either the original or a lower-cost speaker (lcS). A 30 s on/off cycle was tested in addition to the original 120 s cycle to minimize the potential that the longer cycle induced habituation. The original SGAT was compared against other traps incorporating the Tiny-based lures for mosquito capture in a large semi-field cage. The catch rates in waterproofed versions of this trap were then compared with catch rates in standard [BG-Sentinel 2 (BGS 2); Biogents AG, Regensburg, Germany] traps during an IIT field study in the Innisfail region of Queensland, Australia in 2017. RESULTS The system with a low-power microcontroller and low-cost speaker playing a 30 s tone (Tiny-lcS-30s) caught the highest proportion of males. The mean proportions of males caught in a semi-field cage were not significantly different among the original design and the four low-power, low-cost versions of the SGAT. During the IIT field study, the waterproofed version of the highest-rated, Tiny-lcS-30s SGAT captured male Ae. aegypti at similar rates as co-located BGS-2 traps. CONCLUSIONS Power- and cost-optimized, waterproofed versions of male Ae. aegypti acoustic lures in GATs are now available for field use in areas with sterile male mosquito rear-and-release programmes.
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Affiliation(s)
- Barukh B Rohde
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, FL, USA. .,College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Australia. .,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia.
| | - Kyran M Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Australia.,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia
| | - Nicholas C Zeak
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, FL, USA.,College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Australia.,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia
| | - Nigel Beebe
- Health and Biosecurity, CSIRO, Brisbane, QLD, Australia.,School of Biological Sciences Faculty of Science, University of Queensland, St Lucia, Brisbane, QLD, Australia
| | - Nigel Snoad
- Verily Life Sciences, 259 East Grand Avenue, South San Francisco, CA, 94080, USA
| | | | | | | | - Wei Xiang
- College of Science and Engineering, James Cook University, Cairns, QLD, 4878, Australia
| | - Richard W Mankin
- Center for Medical, Agricultural, and Veterinary Entomology, US Department of Agriculture, Agricultural Research Service, Gainesville, FL, USA.
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Australia.,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Australia
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19
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Robert MA, Christofferson RC, Weber PD, Wearing HJ. Temperature impacts on dengue emergence in the United States: Investigating the role of seasonality and climate change. Epidemics 2019; 28:100344. [PMID: 31175008 PMCID: PMC6791375 DOI: 10.1016/j.epidem.2019.05.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 04/02/2019] [Accepted: 05/05/2019] [Indexed: 12/23/2022] Open
Abstract
Tropical mosquito-borne viruses have been expanding into more temperate regions in recent decades. This is partly due to the coupled effects of temperature on mosquito life history traits and viral infection dynamics and warming surface temperatures, resulting in more suitable conditions for vectors and virus transmission. In this study, we use a deterministic ordinary differential equations model to investigate how seasonal and diurnal temperature fluctuations affect the potential for dengue transmission in six U.S. cities. We specifically consider temperature-dependent mosquito larval development, adult mosquito mortality, and the extrinsic incubation period of the virus. We show that the ability of introductions to lead to outbreaks depends upon the relationship between a city's temperature profile and the time of year at which the initial case is introduced. We also investigate how the potential for outbreaks changes with predicted future increases in mean temperatures due to climate change. We find that climate change will likely lead to increases in suitability for dengue transmission and will increase the periods of the year in which introductions may lead to outbreaks, particularly in cities that typically have mild winters and warm summers, such as New Orleans, Louisiana, and El Paso, Texas. We discuss our results in the context of temperature heterogeneity within and across cities and how these differences may impact the potential for dengue emergence given present day and predicted future temperatures.
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Affiliation(s)
- Michael A Robert
- Department of Biology, University of New Mexico, Albuquerque, NM, United States; Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM, United States; Department of Mathematics, Physics, and Statistics, University of the Sciences, Philadelphia, PA, United States.
| | - Rebecca C Christofferson
- Department of Pathobiology, Louisiana State University, Baton Rouge, LA, United States; Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, United States
| | - Paula D Weber
- Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM, United States
| | - Helen J Wearing
- Department of Biology, University of New Mexico, Albuquerque, NM, United States; Department of Mathematics and Statistics, University of New Mexico, Albuquerque, NM, United States
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20
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Staunton KM, Usher L, Prachar T, Ritchie SA, Snoad N, Johnson BJ. A Novel Methodology For Recording Wing Beat Frequencies of Untethered Male and Female Aedes aegypti. JOURNAL OF THE AMERICAN MOSQUITO CONTROL ASSOCIATION 2019; 35:169-177. [PMID: 31647706 DOI: 10.2987/18-6799.1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Aedes aegypti is a vector of many significant arboviruses worldwide, including dengue, Zika, chikungunya, and yellow fever viruses. With vector control methodology pivoting toward rearing and releasing large numbers of insects for either population suppression or virus-blocking, economical remote (sentinel) surveillance methods for release tracking become increasingly necessary. Recent steps in this direction include advances in optical sensors that identify and classify insects based on their wing beat frequency (WBF). As these traps are being developed, there is a strong need to better understand the environmental and biological factors influencing mosquito WBFs. Here, we developed new untethered-subject methodology to detect changes in WBFs of male and female Ae. aegypti. This new methodology involves directing an ultrasonic transducer at a free-flying subject and measuring the Doppler shift of the reflected ultrasonic continuous wave signal. This system's utility was assessed by determining its ability to confirm previous reports on the effect of temperature, body size, and age on the WBFs generated from acoustic or optical-based experiments. The presented ultrasonic method successfully detected expected trends for each factor for both male and female Ae. aegypti without the need for subject manipulation and potential impediment of natural flight dynamics due to tethering. As a result, this ultrasonic methodology provides a new method for understanding the environmental and physiological determinants of male and female WBFs that can inform the design of remote mosquito surveillance systems.
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21
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Johnson BJ, Rohde BB, Zeak N, Staunton KM, Prachar T, Ritchie SA. A low-cost, battery-powered acoustic trap for surveilling male Aedes aegypti during rear-and-release operations. PLoS One 2018; 13:e0201709. [PMID: 30071091 PMCID: PMC6072092 DOI: 10.1371/journal.pone.0201709] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Accepted: 07/22/2018] [Indexed: 11/18/2022] Open
Abstract
The Aedes aegypti mosquito is a primary vector of several serious arboviruses throughout the world and is therefore of great concern to many public health organizations. With vector control methodology pivoting towards rearing and releasing large numbers of genetically modified, sterilized, or Wolbachia-infected male mosquitoes to control vector populations, economical surveillance methods for release tracking becomes increasingly necessary. Previous work has identified that male Ae. aegypti are attracted to female wingbeat frequencies and can be captured through artificial playback of these frequencies, but the tested systems are cost-prohibitive for wide-scale monitoring. Thus, we have developed a simple, low-cost, battery-powered, microcontroller-based sound lure which mimics the wingbeat frequency of female Ae. aegypti, thereby attracting males. We then tested the efficacy of this lure in combination with a passive (non-powered) gravid Aedes trap (GAT) against the current gold-standard, the Biogents Sentinel (BGS) trap, which requires main power (household power) and costs several times what the GAT does. Capture rates of male Ae. aegypti in sound-baited GATs (Sound-GATs) in these field tests were comparable to that of the BGS with no inhibitory effects of sound playback on female capture. We conclude that the Sound-GAT is an effective replacement of the costly BGS for surveillance of male Ae. aegypti mosquitoes, particularly in the developing countries where funding is limited, and has the potential to be adapted to target males of other medically important species.
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Affiliation(s)
- Brian J. Johnson
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Queensland, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland, Australia
| | - Barukh B. Rohde
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Queensland, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland, Australia
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, Florida, United States of America
| | - Nicholas Zeak
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Queensland, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland, Australia
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, Florida, United States of America
| | - Kyran M. Staunton
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Queensland, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland, Australia
| | - Tim Prachar
- Verily Life Sciences, South San Francisco, California, United States of America
| | - Scott A. Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Cairns, Queensland, Australia
- Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland, Australia
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22
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van den Hurk AF. From Incriminating Stegomyia fasciata to Releasing Wolbachia pipientis: Australian Research on the Dengue Virus Vector, Aedes aegypti, and Development of Novel Strategies for Its Surveillance and Control. Trop Med Infect Dis 2018; 3:tropicalmed3030071. [PMID: 30274467 PMCID: PMC6161261 DOI: 10.3390/tropicalmed3030071] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 06/18/2018] [Accepted: 06/19/2018] [Indexed: 11/16/2022] Open
Abstract
Globally, the dengue viruses (DENVs) infect approximately 300 million people annually. Australia has a history of epidemic dengue, with outbreaks in the early decades of the twentieth century responsible for tens of thousands of cases. Seminal experiments conducted by Australian scientists during these outbreaks were the first to incriminate Aedes aegypti as a major vector of dengue viruses. One hundred years later, Australian scientists are playing a lead role in the development of surveillance and suppression strategies that target this mosquito species. Surveillance of Ae. aegypti populations and their associated dengue risk was greatly improved by understanding the contribution of key premises, key containers, and cryptic larval habitats to mosquito productivity, and, more recently, the development of novel adult traps. In terms of mosquito control, targeted indoor residual pyrethroid spraying and community-based biological control utilizing predatory copepods can significantly reduce Ae. aegypti populations. The release of Ae. aegypti transinfected with the virus-blocking bacterium, Wolbachia, provides a promising strategy for limiting DENV transmission. These diverse strategies developed by Australian scientists have the potential to alleviate the burden of dengue in the future, whether it is at the local level or as part of a country-wide program.
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Affiliation(s)
- Andrew F van den Hurk
- Public Health Virology, Forensic and Scientific Services, Department of Health, Queensland Government, P.O. Box 594, Archerfield, QLD 4108, Australia.
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Spitzen J, Takken W. Keeping track of mosquitoes: a review of tools to track, record and analyse mosquito flight. Parasit Vectors 2018; 11:123. [PMID: 29499744 PMCID: PMC5834890 DOI: 10.1186/s13071-018-2735-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 02/21/2018] [Indexed: 12/13/2022] Open
Abstract
The health impact of mosquito-borne diseases causes a huge burden on human societies. Recent vector control campaigns have resulted in promising declines in incidence and prevalence of these diseases, notably malaria, but resistance to insecticides and drugs are on the rise, threatening to overturn these gains. Moreover, several vector-borne diseases have re-emerged, requiring prompt and effective response measures. To improve and properly implement vector control interventions, the behaviour of the vectors must be well understood with detailed examination of mosquito flight being an essential component. Current knowledge on mosquito behaviour across its life history is briefly presented, followed by an overview of recent developments in automated tracking techniques for detailed interpretation of mosquito behaviour. These techniques allow highly accurate recording and observation of mating, feeding and oviposition behaviour. Software programmes built with specific algorithms enable quantification of these behaviours. For example, the crucial role of heat on host landing and the multimodal integration of carbon dioxide (CO2) with other host cues, has been unravelled based on three-dimensional tracking of mosquito flight behaviour. Furthermore, the behavioural processes underlying house entry and subsequent host searching and finding can be better understood by analysis of detailed flight recordings. Further potential of these technologies to solve knowledge gaps is discussed. The use of tracking techniques can support or replace existing monitoring tools and provide insights on mosquito behaviour that can lead to innovative and more effective vector-control measures.
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Affiliation(s)
- Jeroen Spitzen
- Laboratory of Entomology, Wageningen University and Research, PO Box 16, 6700 AA Wageningen, The Netherlands
| | - Willem Takken
- Laboratory of Entomology, Wageningen University and Research, PO Box 16, 6700 AA Wageningen, The Netherlands
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24
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Abstract
Since the turn of the century, a remarkable expansion has been achieved in the range and effectiveness of products and strategies available to prevent, treat, and control malaria, including advances in diagnostics, drugs, vaccines, and vector control. These advances have once again put malaria elimination on the agenda. However, it is clear that even with the means available today, malaria control and elimination pose a formidable challenge in many settings. Thus, currently available resources must be used more effectively, and new products and approaches likely to achieve these goals must be developed. This paper considers tools (both those available and others that may be required) to achieve and maintain malaria elimination. New diagnostics are needed to direct treatment and detect transmission potential; new drugs and vaccines to overcome existing resistance and protect against clinical and severe disease, as well as block transmission and prevent relapses; and new vector control measures to overcome insecticide resistance and more powerfully interrupt transmission. It is also essential that strategies for combining new and existing approaches are developed for different settings to maximise their longevity and effectiveness in areas with continuing transmission and receptivity. For areas where local elimination has been recently achieved, understanding which measures are needed to maintain elimination is necessary to prevent rebound and the reestablishment of transmission. This becomes increasingly important as more countries move towards elimination.
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25
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Mukundarajan H, Hol FJH, Castillo EA, Newby C, Prakash M. Using mobile phones as acoustic sensors for high-throughput mosquito surveillance. eLife 2017; 6:e27854. [PMID: 29087296 PMCID: PMC5663474 DOI: 10.7554/elife.27854] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Accepted: 09/28/2017] [Indexed: 11/21/2022] Open
Abstract
The direct monitoring of mosquito populations in field settings is a crucial input for shaping appropriate and timely control measures for mosquito-borne diseases. Here, we demonstrate that commercially available mobile phones are a powerful tool for acoustically mapping mosquito species distributions worldwide. We show that even low-cost mobile phones with very basic functionality are capable of sensitively acquiring acoustic data on species-specific mosquito wingbeat sounds, while simultaneously recording the time and location of the human-mosquito encounter. We survey a wide range of medically important mosquito species, to quantitatively demonstrate how acoustic recordings supported by spatio-temporal metadata enable rapid, non-invasive species identification. As proof-of-concept, we carry out field demonstrations where minimally-trained users map local mosquitoes using their personal phones. Thus, we establish a new paradigm for mosquito surveillance that takes advantage of the existing global mobile network infrastructure, to enable continuous and large-scale data acquisition in resource-constrained areas.
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Affiliation(s)
| | | | | | - Cooper Newby
- Department of Mechanical EngineeringStanford UniversityStanfordUnited States
| | - Manu Prakash
- Department of BioengineeringStanford UniversityStanfordUnited States
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26
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Villarreal SM, Winokur O, Harrington L. The Impact of Temperature and Body Size on Fundamental Flight Tone Variation in the Mosquito Vector Aedes aegypti (Diptera: Culicidae): Implications for Acoustic Lures. JOURNAL OF MEDICAL ENTOMOLOGY 2017; 54:1116-1121. [PMID: 28402550 PMCID: PMC5850351 DOI: 10.1093/jme/tjx079] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Indexed: 05/07/2023]
Abstract
Aedes aegypti (L.) males use female flight tone as a means of mate localization. By playing the sound of a flying female, males can be attracted to a trap to monitor mosquito populations and the progress of transgenic male releases. However, the female flight tone used to attract males needs to be optimized to maximize trap effectiveness. The fundamental frequency of female flight tone could be influenced by both body size and ambient temperature. However, no analysis yet has considered both the effect of body size and temperature on female flight tone of Ae. aegypti. Here, we present results for both these factors by recording the sounds of free-flying and tethered females across multiple temperature environments and with females reared for small, medium, and large body sizes. We demonstrate that female fundamental frequency is highly dependent on the environmental temperature, increasing ∼8-13 Hz with each °C gain. Body size and whether a female was tethered or free-flying did not impact the relationship between frequency and temperature, although further analysis is warranted. Our study highlights the importance of understanding the relationship between flight tone and temperature, and will inform the design of male mosquito traps.
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Affiliation(s)
- Susan M. Villarreal
- Department of Entomology, Cornell University, Comstock Hall, Ithaca, NY 14853 (; ; )
- Current Address: Biology Department, Grinnell College, Noyce Science Center, Grinnell, IA 50112
| | - Olivia Winokur
- Department of Entomology, Cornell University, Comstock Hall, Ithaca, NY 14853 (; ; )
- Current Address: Department of Pathology, Microbiology and Immunology, UC Davis, One Shields Ave., Davis, CA 95616
| | - Laura Harrington
- Department of Entomology, Cornell University, Comstock Hall, Ithaca, NY 14853 (; ; )
- Corresponding author, e-mail:
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27
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Jakhete SS, Allan SA, Mankin RW. Wingbeat Frequency-Sweep and Visual Stimuli for Trapping Male Aedes aegypti (Diptera: Culicidae). JOURNAL OF MEDICAL ENTOMOLOGY 2017; 54:1415-1419. [PMID: 28399312 DOI: 10.1093/jme/tjx074] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Indexed: 06/07/2023]
Abstract
Combinations of female wingbeat acoustic cues and visual cues were evaluated to determine their potential for use in male Aedes aegypti (L.) traps in peridomestic environments. A modified Centers for Disease control (CDC) light trap using a 350-500 Hz frequency-sweep broadcast from a speaker as an acoustic stimulus, combined with a black poster-board half-cylinder behind the trap as a visual stimulus, captured a significantly greater proportion of males in a laboratory arena during daylight than a CDC trap with the visual stimulus alone or a CDC trap alone without stimuli. Traps of each treatment type captured relatively more males when they were placed at darker positions in the arena. Potential applications are discussed for the incorporation of these findings into trapping programs to reduce transmission of human pathogens vectored by Ae. aegypti.
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Affiliation(s)
- S S Jakhete
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural, and Veterinary Entomology, Gainesville, FL 32608
| | - S A Allan
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural, and Veterinary Entomology, Gainesville, FL 32608
| | - R W Mankin
- US Department of Agriculture, Agricultural Research Service, Center for Medical, Agricultural, and Veterinary Entomology, Gainesville, FL 32608
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28
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Ritchie SA, Johnson BJ. Advances in Vector Control Science: Rear-and-Release Strategies Show Promise… but Don't Forget the Basics. J Infect Dis 2017; 215:S103-S108. [PMID: 28403439 DOI: 10.1093/infdis/jiw575] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Both chikungunya and Zika viruses have recently swept from Africa across the Pacific to the Americas, causing major outbreaks of disease in humans. In the meantime, dengue epidemics continue throughout the tropics. Traditional vector control programs based on strategies from 1950s and 1960s have been relatively ineffective in combating recent epidemics. In response, new methods involving the rearing and releasing of large numbers of mosquitoes to eliminate or modify local Aedes populations are being developed, with several currently conducting field releases in high-risk countries. These advances, include the release of Wolbachia-infected Aedes aegypti and Aedes albopictus, for either its virus-blocking capabilities, sterilization by cytoplasmic incompatibility, or both; the release of Aedes carrying dominant lethal genes, such as the OX513A strain of A. aegypti; and other emerging techniques, such as advancing gene-drive technologies, are summarized, as well as current stages of development and primary operational and regulatory hurdles. Although these technologies show great promise, none are ready for widespread rollout for cities of millions of people. Thus, efforts should be made to avoid methods such as space sprays that have failed and improve existing technologies to increase their efficacy.
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Affiliation(s)
- Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences and.,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland Australia
| | - Brian J Johnson
- College of Public Health, Medical and Veterinary Sciences and.,Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland Australia
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29
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Johnson BJ, Hurst T, Quoc HL, Unlu I, Freebairn C, Faraji A, Ritchie SA. Field Comparisons of the Gravid Aedes Trap (GAT) and BG-Sentinel Trap for Monitoring Aedes albopictus (Diptera: Culicidae) Populations and Notes on Indoor GAT Collections in Vietnam. JOURNAL OF MEDICAL ENTOMOLOGY 2017; 54:340-348. [PMID: 27707983 DOI: 10.1093/jme/tjw166] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Accepted: 09/14/2016] [Indexed: 06/06/2023]
Abstract
We report on the use of the Gravid Aedes Trap (GAT) as a surveillance device for Aedes albopictus (Skuse) relative to the BG-Sentinel (BGS) trap in field studies conducted in Trenton, NJ, and on Hammond Island, Queensland, Australia. A parallel study conducted in Nha Trang, Vietnam, assessed the use of the GAT as an indoor surveillance device as well as the use of canola oil as a noninsecticide killing agent. In Trenton and Hammond Island, the GAT collected fewer male (0.40 ± 0.12 and 0.43 ± 0.30, respectively) and female (3.05 ± 0.67 and 2.7 ± 2.3, respectively) Ae. albopictus than the BGS trap (males: 3.54 ± 1.26 and 3.75 ± 0.83; females: 4.66 ± 1.18 and 3.9 ± 0.23) over their respective sampling periods (i.e., 24 h for the BGS and 1 wk for the GAT). Despite differences in capture rates, the percentage of traps positive for female Ae. albopictus was similar between the BGS and GAT (Trenton: 60.1 ± 6.3% and 64.4 ± 4.1%; Hammond: 87.5 ± 6.9% and 80.0 ± 8.2%). In Nha Trang, the GAT was equally effective indoors and outdoors with (10 g hay or 3 g fish food) and without (water or empty) infusion. Additionally, no significant decrease in collections was observed between GATs set with canola oil or long-lasting insecticidal net. In summary, both traps were successful in monitoring female Ae. albopictus over their respective trapping intervals, but would be best used to complement each other to monitor both sexes and all physiological stages of female Ae. albopictus. However, the versatility and low-cost of the GAT makes it an attractive alternative to the more expensive BGS trap.
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Affiliation(s)
- Brian J Johnson
- College of Public Health, Medical and Veterinary Sciences, James Cook University, PO Box 6811, Cairns, Queensland 4870, Australia ( ; )
- Australian Institute of Tropical Health and Medicine, James Cook University, PO Box 6811, Cairns, Queensland 4870, Australia
| | - Tim Hurst
- Australian Foundation for Peoples of Asia and the Pacific Limited, Hanoi, Vietnam
| | - Hung Luu Quoc
- National Institute of Hygiene and Epidemiology, Hanoi, Vietnam
| | - Isik Unlu
- Mercer County Mosquito Commission, West Trenton, NJ
- Center for Vector Biology, Rutgers University, 180 Jones Ave., New Brunswick, NJ
| | | | - Ary Faraji
- Salt Lake City Mosquito Abatement District, 2020 North Redwood Rd., Salt Lake City, UT
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, PO Box 6811, Cairns, Queensland 4870, Australia ( ; )
- Australian Institute of Tropical Health and Medicine, James Cook University, PO Box 6811, Cairns, Queensland 4870, Australia
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30
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Fikrig K, Johnson BJ, Fish D, Ritchie SA. Assessment of synthetic floral-based attractants and sugar baits to capture male and female Aedes aegypti (Diptera: Culicidae). Parasit Vectors 2017; 10:32. [PMID: 28095875 PMCID: PMC5240245 DOI: 10.1186/s13071-016-1946-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 12/17/2016] [Indexed: 12/11/2022] Open
Abstract
Background The viruses transmitted by Aedes aegypti, including dengue and Zika viruses, are rapidly expanding in geographic range and as a threat to public health. In response, control programs are increasingly turning to the use of sterile insect techniques resulting in a need to trap male Ae. aegypti to monitor the efficacy of the intervention. However, there is a lack of effective and cheap methods for trapping males. Thus, we attempted to exploit the physiological need to obtain energy from sugar feeding in order to passively capture male and female Ae. aegypti (nulliparous and gravid) in free-flight attraction assays. Candidate lures included previously identified floral-based (phenylacetaldehyde, linalool oxide, phenylethyl alcohol, and acetophenone) attractants and an attractive toxic sugar bait-based (ATSB) solution of guava and mango nectars. A free-flight attraction assay assessed the number of mosquitoes attracted to each candidate lure displayed individually. Then, a choice test was performed between the best-performing lure and a water control displayed in Gravid Aedes Traps (GAT). Results Results from the attraction assays indicated that the ATSB solution of guava and mango nectars was the most promising lure candidate for males; unlike the floral-based attractants tested, it performed significantly better than the water control. Nulliparous and gravid females demonstrated no preference among the lures and water controls indicating a lack of attraction to floral-based attractants and sugar baits in a larger setting. Although the guava-mango ATSB lure was moderately attractive to males when presented directly (i.e. no need to enter a trap or other confinement), it failed to attract significantly more male, nulliparous female, or gravid female Ae. aegypti than water controls when presented inside a Gravid Aedes Trap. Conclusions Our findings suggest that the use of volatile floral-based attractants and sugar mixtures that have been identified in the literature is not an effective lure by which to kill Ae. aegypti at ATSB stations nor capture them in the GAT. Future trapping efforts would likely be more successful if focused on more promising methods for capturing male and female Ae. aegypti. Electronic supplementary material The online version of this article (doi:10.1186/s13071-016-1946-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kara Fikrig
- Yale School of Public Health, Yale University, 60 College Street, P.O. Box 208034, New Haven, CT, 06520, USA.
| | - Brian J Johnson
- College of Public Health, Medical and Veterinary Sciences, James Cook University, PO Box 6811, Cairns, QLD, 4870, Australia
| | - Durland Fish
- Yale School of Public Health, Yale University, 60 College Street, P.O. Box 208034, New Haven, CT, 06520, USA
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, PO Box 6811, Cairns, QLD, 4870, Australia.,Australian Institute of Tropical Health and Medicine, James Cook University, PO Box 6811, Cairns, QLD, 4870, Australia
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31
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Balestrino F, Iyaloo DP, Elahee KB, Bheecarry A, Campedelli F, Carrieri M, Bellini R. A sound trap for Aedes albopictus (Skuse) male surveillance:Response analysis to acoustic and visual stimuli. Acta Trop 2016; 164:448-454. [PMID: 27609638 DOI: 10.1016/j.actatropica.2016.09.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2016] [Revised: 09/03/2016] [Accepted: 09/04/2016] [Indexed: 11/17/2022]
Abstract
Aedes albopictus (Skuse) is one of the most invasive mosquito species capable of transmitting various harmful pathogens to humans. Failure of vector control strategies against this species requires the development of new effective vector control methods. Among the alternative genetic control measures under development, the sterile insect technique (SIT) is today receiving a renewed interest as a possible effective tool to be integrated in an area-wide pest management approach. The monitoring of the abundance, distribution, movements and ratio of released sterile and wild fertile males is a fundamental requirement for the successful management of any pest control activities integrating an SIT component. Although several traps exist for adult female mosquito surveillance and population control, effective methods to monitor large quantities of non-biting males were less researched in the past and more difficult to obtain. In this study we analyzed the response of A. albopictus males to various sound stimuli produced with different volumes and frequencies in association with visual cues for the optimization of male catches. The production of modulated frequencies continuously varying within the typical female sound emission range (500-650Hz) showed the best results for a sound pressure level between 75 and 79dB measured at the speaker level. The black color of the trap, however, seems decisive to attract males in the vicinity of sound traps and the combined effect produced by these stimuli is additive. We also observed that males increase their response to acoustic stimulation up to 4days of age and then show a continuous and progressive decline of their sound responsiveness. A plastic sound trap prototype capable of producing the most effective sound stimuli tested at laboratory conditions showed a good A. albopictus males' attractiveness in the field despite a reduced use of color stimuli. The use of sound stimuli therefore appears to be a promising prospect to increase the capture rate of A. albopictus males in new or in already existing mosquito traps.
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Affiliation(s)
- Fabrizio Balestrino
- Insect Pest Control Laboratory, Joint FAO/IAEA Division of Nuclear Techniques in Food and Agriculture, FAO/IAEA Agriculture and Biotechnology Laboratories, A-2444 Seibersdorf, Austria; Medical and Veterinary Entomology Department-IAEA Collaborating Center, Centro Agricoltura Ambiente "G. Nicoli‿, Via Argini Nord 3351, 40014 Crevalcore, Italy.
| | - Diana P Iyaloo
- Vector Biology & Control Division, Ministry of Health & Quality of Life, SSR Botanical Garden Rd, Curepipe, Mauritius.
| | - Khouaildi B Elahee
- Vector Biology & Control Division, Ministry of Health & Quality of Life, SSR Botanical Garden Rd, Curepipe, Mauritius.
| | - Ambicadutt Bheecarry
- Vector Biology & Control Division, Ministry of Health & Quality of Life, SSR Botanical Garden Rd, Curepipe, Mauritius.
| | | | - Marco Carrieri
- Medical and Veterinary Entomology Department-IAEA Collaborating Center, Centro Agricoltura Ambiente "G. Nicoli‿, Via Argini Nord 3351, 40014 Crevalcore, Italy.
| | - Romeo Bellini
- Medical and Veterinary Entomology Department-IAEA Collaborating Center, Centro Agricoltura Ambiente "G. Nicoli‿, Via Argini Nord 3351, 40014 Crevalcore, Italy.
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32
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van den Hurk AF, Nicholson J, Beebe NW, Davis J, Muzari OM, Russell RC, Devine GJ, Ritchie SA. Ten years of the Tiger: Aedes albopictus presence in Australia since its discovery in the Torres Strait in 2005. One Health 2016; 2:19-24. [PMID: 28616473 PMCID: PMC5462651 DOI: 10.1016/j.onehlt.2016.02.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Accepted: 02/18/2016] [Indexed: 11/18/2022] Open
Abstract
The “Asian tiger mosquito”, Aedes albopictus, is highly invasive, an aggressive biter and a major arbovirus vector. It is not currently present on mainland Australia despite being intercepted on numerous occasions at international ports and infesting the Torres Strait of Australia since at least 2004. In the current paper, we describe the invasion and current status of Ae. albopictus in the Torres Strait, as well as research conducted to assess the threat of this species becoming established in arbovirus transmission cycles on the Australian mainland. Genetic analysis of the invading population demonstrated that the Indonesian region was the likely origin of the invasion and not Papua New Guinea (PNG) as initially suspected. There was also intermixing between Torres Strait, PNG and Indonesian populations, indicating that the species could be re-introduced into the Torres Strait compromising any successful eradication programme. Vector competence experiments with endemic and exotic viruses revealed that Ae. albopictus from the Torres Strait are efficient alphavirus vectors, but less efficient flavivirus vectors. Ae.albopictus obtains blood meals from a range of vertebrate hosts (including humans), indicating that it could play a role in both zoonotic and human-mosquito arbovirus transmission cycles in Australia. Predictive models coupled with climate tolerance experiments suggest that a Torres Strait strain of Ae. albopictus could colonise southern Australia by overwintering in the egg stage before proliferating in the warmer months. Cohabitation experiments demonstrated that the presence of Aedes notoscriptus larvae in containers would not prevent the establishment of Ae. albopictus. Evidence from these studies, coupled with global experience suggests that we need to be prepared for the imminent invasion of Australia by Ae. albopictus by thoroughly understanding its biology and being willing to embrace emerging control technologies.
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Affiliation(s)
- Andrew F van den Hurk
- Public Health Virology, Forensic and Scientific Services, Department of Health, Queensland Government, PO Box 594, Archerfield, Queensland 4108, Australia.,School of Chemistry and Molecular Biosciences, University of Queensland, St. Lucia, Queensland 4072, Australia
| | - Jay Nicholson
- Medical Entomology, Public Health Division, Department of Health, Western Australian Government, PO Box 8172, Perth Business Centre, Western Australia 6849, Australia.,School of Pathology and Laboratory Medicine, QEII Medical Centre, University of Western Australia, Nedlands, Western Australia 6009, Australia
| | - Nigel W Beebe
- School of Biological Sciences, University of Queensland, St. Lucia, Queensland 4072, Australia.,CSIRO Biosecurity Flagship, PO Box 2583, Brisbane, Queensland 4001, Australia
| | - Joe Davis
- Medical Entomology, Tropical Public Health Services Cairns, Queensland Government, 5 Sheridan Street, Cairns, Queensland 4870, Australia
| | - Odwell M Muzari
- Medical Entomology, Tropical Public Health Services Cairns, Queensland Government, 5 Sheridan Street, Cairns, Queensland 4870, Australia
| | - Richard C Russell
- Sydney Medical School, University of Sydney, Sydney, New South Wales 2006, Australia
| | - Gregor J Devine
- Mosquito Control Laboratory, QIMR Berghofer Medical Research Institute, Locked Bag 2000, Royal Brisbane Hospital, Herston, Queensland 4029, Australia
| | - Scott A Ritchie
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Building E4, McGregor Rd, Smithfield, Queensland 4878, Australia.,Australian Institute of Tropical Health and Medicine, James Cook University, PO Box 6811, Cairns, Queensland 4870, Australia
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