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Article

Dose–Response Assay for Synthetic Mosquito (Diptera: Culicidae) Attractant Using a High-Throughput Screening System

by
Dae-Yun Kim
1,
Theerachart Leepasert
2,
Michael J. Bangs
1 and
Theeraphap Chareonviriyaphap
1,*
1
Department of Entomology, Faculty of Agriculture, Kasetsart Univeristy, Bangkok 10900, Thailand
2
Department of Chemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
*
Author to whom correspondence should be addressed.
Submission received: 24 February 2021 / Revised: 1 April 2021 / Accepted: 13 April 2021 / Published: 16 April 2021
(This article belongs to the Section Insect Pest and Vector Management)

Abstract

:

Simple Summary

Entomological surveillance is important to evaluate vector management interventions. However, collecting adult mosquitoes using direct human bait is controversial and often discouraged because of potential infection risk. Alternatively, active and passive trapping methods are available. Female mosquitoes detect human host cues such as body heat, carbon dioxide, and other volatile body emanations using olfactory sensilla to direct movement to a host. Attractive chemical lures have been identified and evaluated using a variety of olfactometric methods to increase trap production and efficiency. In this study, we evaluated a simple olfactometer without need of airflow. To ‘optimize’ a commercial mosquito attractant, 10 different doses of product, the Biogents-lure (BG-lureTM), were compared. Results showed dose-dependent responses with 0.005 g with the highest attraction for Aedes aegypti, while doses of 0.2 g and above produced a repellent response. There was no significantly different response behavior between permethrin-susceptible and -resistant Ae. aegypti. Culex quinquefasciatus showed significantly different responses compared to Ae. aegypti by producing attraction over four times a wider range of amounts. These results demonstrate a simple olfactometer device to screen potential chemical attractants without use of an air-plume, thus expanding testing capabilities beyond more sophisticated laboratory settings.

Abstract

Natural volatile host cues play a critical role for mosquito orientation and locating a blood source for egg production. Similar olfactory activation responses have allowed the use and development of artificial chemical attractants to lure mosquitoes to trapping devices. Using a pre-formulated commercial product mixture of different attractant chemicals, a high-throughput screening system (HITSS) is used to screen varying doses of chemical required to activate behavioral responses. Two strains of Aedes aegypti (L.): permethrin-susceptible (USDA) and -resistant (Pu Teuy) phenotypes and one Culex quinquefasciatus Say. (NIH) laboratory strain were tested. Overall, mosquitoes showed repellency between 1.0 g and to 10.0 g dose of each compound. However, by progressively reducing the dose, Cx. quinquefasciatus showed a greater positive percent attraction (88.9%) at 0.025 g, whereas the USDA and Pu Teuy Ae. aegypti produced optimum attractant activation at 0.005 g (72.6% and 58.9%, respectively) without significant difference within species (p > 0.05). In parallel control assays, Cx. quinquefasciatus was significantly attracted to 1 g of dry ice (carbon dioxide) (76%) more than Ae. aegypti (USDA) (12.2%). The HITSS was originally designed to measure three chemical actions to sublethal concentrations of chemicals by mosquitoes: toxicity and the two primary behavior avoidance responses (contact excitation and spatial repellency). These findings demonstrate that the HITSS assay, with only minor modifications, allows comparison screening of candidate compounds as potential attractants for anemotactic responses under laboratory-controlled conditions. Further investigations will be required to equate measurements obtained from controlled laboratory assays to more varied field conditions for attracting natural mosquito populations.

Graphical Abstract

1. Introduction

The mosquitoes Aedes aegypti (L.) and Culex quinqufasciatus Say (Diptera: Culicidae) are species with a global reach and public health importance. For example, approximately half of the human population is at risk for infection with dengue viruses [1] transmitted primarily by Aedes mosquitoes (subgenus Stegomyia), particularly Ae. aegypti, a nearly globally distributed, eusynanthropic species that typically resides in and near human dwellings [2]. This species is also a primary vector of yellow fever, chikungunya, and zika viruses. Cx. quinquefasciatus is a cosmopolitan species throughout tropical and subtropical regions. Common in urbanized areas, it represents a primary pest species during evening hours. It is capable of transmitting Wuchereria bancrofti (lymphatic filariasis) and several virus pathogens to humans (e.g., West Nile and St. Louis Encephalitis) and animals [2].
Understanding female mosquito responses to human host is crucial for providing better comprehension of the epidemiology of pathogen transmission and applying preventative vector control measures. Diurnally active Ae. aegypti females seek blood primarily for reproductive purposes by using a complex set of sensory mechanisms directing host-seeking behavior [3,4]. Host seeking involves a series of in-flight orientation steps by an avid female toward a potential blood meal [5]. A sequential chain of actions includes attraction to host via ‘cues’ (orientation phase) and a series of additional steps after settling on the host, from probing, initiating blood feeding to engorgement, followed by withdrawal of the mouthparts from the host skin [3,6]. Each step is influenced by unique host stimuli detected by a variety of visual, mechanical, and chemical mosquito receptors [7]. In addition, host-seeking behavior is influenced by environmental factors such as ambient air temperature, relative humidity, and air movement.
Chemical cues derived from breath, skin, and excretions are present in the surrounding air column and used by hematophagous arthropods to detect hosts [8]. Mosquitoes perceive olfactory molecules via chemo-sensitive receptors in sensilla located on antennae and mouthparts (maxillary palps and labia) [9,10]. Female mosquitoes can detect hosts from varying distances along natural convection currents carrying airborne host emanations, in particular long-distance detection of carbon dioxide [11,12]. At closer distance, along with the host’s body heat (infrared spectrum) and surface moisture, various types of chemical categories such as short-chain carboxylic acids and aldehydes attract the female mosquitoes. Specific chemicals have been analyzed for their efficacy in blends rather than as a single compound. l-Lactic acid, ammonia, octenol (1-octen-3-ol), indole, nonanal (nonanaldehyde), and amino acids from red blood cells are the main molecules associated with body sweat and odors [13,14,15,16].
Host-derived chemicals and emanations, alone or in combination, are important signals (kairomones) for host-seeking responses by female mosquitoes [7,17,18]. For example, 2-butenone can induce and activate the neuronal receptors on a mosquito’s maxillary palp to detect acetone and cyclopentanone, which play key roles in the host-seeking process [19]. Investigations of odor-mediated host-seeking behavior require knowledge of the specific chemical components of complex host odors that act as powerful attractants and the concentration of odorant that contribute to the composite behavior of host seeking [20,21].
This study used a high-throughput screening system to measure varying dose responses of Ae. aegypti and Cx. quinquefasciatus to a commercial attractant product under laboratory-controlled conditions. By optimizing the dose of a compound to the specific assay conditions and design, the dosage can be used to compare response within and between adult insect species (e.g., mosquito) and serve as a valuable investigative tool to observe behavioral effects of numerous bioactive volatile compounds.

2. Materials and Methods

2.1. Mosquitoes

Aedes aegypti laboratory strain was obtained from the United States (US) Department of Agriculture (USDA), Gainesville, Florida, USA (ca. 1996), a colony continuously maintained under laboratory-controlled conditions for over 50 years and completely susceptible to insecticides [22]. Culex quinquefasciatus was obtained from the National Institute of Health (NIH), Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand, in 2015. This colony has been continuously maintained by the NIH for nearly 40 years. Lastly, a field population (Pu Tuey) of immature Ae. aegypti was collected in January 2019 from artificial containers near household at Pu Teuy Village in Kanchanaburi Province (14°17′ N, 99°11′ E), western Thailand. Larvae and pupae were immediately transferred to the Department of Entomology, Faculty of Agriculture, Kasetsart University in Bangkok, Thailand for initial rearing and colonization.
Immature stages were reared to adults under insectary-controlled conditions (25 °C ± 5 °C, 80% ± 10% RH, with a 12 h/12 h light/dark photoperiod). Adult mosquitoes were provided with cotton pads soaked with 10% sugar solution on first day of emergence with each strain maintained in separate rooms. The naturally inseminated female mosquitoes were permitted to feed on blood through an artificial membrane feeding system at day 3 post emergence. For Ae. aegypti, 2 days after blood-feeding, 10 cm diameter oviposition dishes containing moist white-colored filter paper were placed in the adult holding cages for egg deposition. Eggs were air-dried at room temperature for 1–2 days to allow embryonic maturation before being immersed in clean water in individual rearing trays (30 cm (L) × 20 cm (W) × 5 cm (H)). For Cx. quinquefasciatus, egg rafts were deposited on free water containers provided to females, followed by transfer using a wooden applicator stick and placed on the water surface in larval trays to allow hatching. Larvae were fed once daily using a commercially sourced protein mixture as larval food (OptimumTM Nishikigoi Carp Fish, Perfect Companion Group Co., Ltd., Samutprakarn, Thailand). Pupae were transferred daily from larval trays to cups containing water and placed directly into steel mesh screen cages (30 cm (L) × 30 cm (W) × 30 cm (H)) for adult emergence.

2.2. Insecticide Susceptibility Assays

The procedures for insecticide susceptibility monitoring in adult mosquitoes followed World Health Organization (WHO) standard testing criteria [23] with the recommended discriminating concentrations for susceptibility of 0.25% and 0.75% technical grade permethrin (92.29% purity) for Ae. aegypti and Cx. quinquefasciatus, respectively. Permethrin was diluted with acetone and silicone oil solution to obtain desired concentration. Individual filter papers (12 cm × 15 cm) were treated using a pipette applying 2 mL of prepared permethrin solution per 180 cm2 surface area and air-dried 24 h before use. Control papers were treated similarly with diluent only. Female, 3–5 day-old mosquitoes (nulliparous, non-blood-fed, free-mated) were used in all tests. For each mosquito strain, 25 mosquitoes were exposed in test cylinders for 1 h with either treated or control (without permethrin) papers. Following active ingredient and control exposures, knockdown of mosquitoes at 1 h was recorded for each cylinder, and all mosquitoes were subsequently transferred to separate holding containers and provided 10% sucrose solution. Final knockdown and mortality were recorded at 24 h post-exposure. A total of 100 females (four replicates) of each strain were exposed to permethrin with controls of two replicates (50 females) each. For Ae. aegypti (Pu Teuy), the assay used F1 to F3 generation females.

2.3. Chemical Attractant

BG-lureTM (Lot number: SC20171, production date: 30 March 2017, Biogents AG, Regensburg, Germany) was purchased from BioQuip® (Rancho Dominquez, Compton, CA, USA). The BG-lure contains a mixture of three active ingredients: 20–<40% of l-(+)-lactic acid (CAS: 79-33-4), 20–<40% of ammonium hydrogen carbonate (CAS: 1066-33-7), and 5–<10% of hexanoic acid (142-62-1) and other inert ingredients.

2.4. High-Throughput Screening System (HITSS)

The HITSS device consists of three attached cylinders (Figure 1), which allows several testing options. The HITSS was originally designed to measure toxicity or the behavioral responses of contact excitation and spatial repellency depending on the assay objectives [24]. The middle cylinder (10.2 cm (D) × 15.9 cm (L)) is made of clear acrylic material (Plexiglas®) with each end equipped with a butterfly valve opening that controls mosquito movement between cylinders. The middle cylinder has a 1.5 cm opening to allow transfer of the mosquitoes into the cylinder using a mouth aspirator. With values in the open position, mosquitoes can freely access the two adjoining cylinders on either side of the middle cylinder. The two side cylinders are of equal size (10.2 cm (D) × 14.0 cm (L)) and constructed of aluminum. With all three cylinders attached, the total internal volume space is 2.75 L.
The HITSS assay for attractants utilized the spatial repellency design with minor modifications that involved covering the middle chamber and end view windows of each side chambers with dark-colored felt cloth to exclude entry of external light as a potential attractant or repellent for mosquitoes. The attractant assessment was divided into three trials: (1) measuring treatment responses to various doses (from 0.005 g to 10 g) of BG-lure (treatment), (2) 1 g of dry ice as positive control, and (3) one without lure as a negative control. For the treatment HITSS, one side cylinder contained the lure material placed on an aluminum foil dish (3 cm × 3 cm) placed at the far end of the cylinder. The opposite cylinder served as the ‘untreated’ space and was provided with an empty dish only. After lure placement, 20 selected female mosquitoes were released into the middle cylinder and allowed free movement in either direction to determine attraction or repellency. The same procedure applied for both control HITSS setups.
Before testing, female adult mosquitoes were selected on the basis of age and physiological condition—approximately 3–5 days old, nulliparous, and mated. Mosquitoes were provided 10% sucrose solution on a moist cotton wick only and ‘starved’ 12 h before testing (provided water only). For Ae. aegypti field mosquitoes (Pu Teuy), F2 to F3 generation females were used. Twenty females were randomly selected using a mouth aspirator and placed in a clean plastic cup with a mesh cover and monitored for 1 h. Only apparent healthy mosquitoes (no evidence of distress or moribund state) were carefully introduced into the central cylinder using an aspirator with the butterfly doors in the closed position. The middle cylinder was covered by a dark fabric to place mosquitoes under dark conditions to avoid possible interference by external laboratory light. The mosquitoes were allowed a 30 s adjustment period inside the holding cylinder before opening the butterfly doors to begin the experiment. The doors remained open for 10 min allowing the mosquitoes to freely move between the three attached cylinders. After 10 min, the doors were closed and the numbers of mosquitoes inside each cylinder were recorded. Each attractant dose was tested using nine replicates (total 180 mosquitoes each dose). To adjust for normal circadian activity, assays for Ae. aegypti was conducted during daytime hours (6:00 a.m.–12:00 p.m.) while Cx. quinquefasciatus was tested during the first half of the evening (6:00 p.m.–12:00 a.m.).

2.5. Analysis

For the WHO susceptibility bioassay, the final mean percentage mortality was adjusted using Abbott’s formula if the control mortality was between 5% and 20% [25]. Findings were interpreted following the WHO criteria [23], wherein resistance is indicated when mortality is below 90%, suspected resistance is indicated if mortality is between 90% and 97% and awaits further testing and confirmation, and susceptibility is indicated if final mortality is between 98% and 100%.
For the HITSS assay, the total numbers of mosquitoes entering the lure-treated (Nt) and untreated (Nu) chambers after 10 min exposure were tabulated. Percentage attraction was calculated using the formula ((Nt − Nu)/(Nt + Nu)) × 100, where 100% represents fully attracted, 0% represents no activity, and −100% represents fully repelled. The Wilcoxon signed rank test was run to compare significance between females in treated or untreated chambers. Results include the mean ± SD (standard deviation) percentage attraction between different amounts of chemical using the Kruskal–Wallis H test for multiple comparisons. To observe host-seeking behavior, percentage attraction was compared using a Mann–Whitney U test (1) within species: Ae. aegypti USDA laboratory strain and Pu Teuy field population, and (2) between laboratory strains: Ae. aegypti (USDA) and Cx. quinquefasciatus (NIH). All statistical analyses were performed with SPSS version 20 (IBM Corp., Armonk, NY, USA). All tests of significance were set at 5%.

3. Results

3.1. WHO Bioassay

Aedes aegypti (USDA) was completely susceptible to 0.25% permethrin, whereas the recent field-collected Pu Teuy population demonstrated only 6% mortality, indicating very high phenotypic resistance. The Culex quinquefasciatus laboratory strain was 100% susceptible to 0.75% permethrin.

3.2. BG-Lure Effects

3.2.1. A Pack of BG-Lure (10 g)

Using a complete (single) pack of 10 g commercial lure equally (p = 0.317) and strongly repelled permethrin-susceptible (−96.3%) and resistant (−100%) Ae. aegypti (Figure 2). The same response was observed for Cx. quinquefasciatus (−50.2%), but with significantly less attraction (p = 0.002) compared to Ae. aegypti (Figure 3). However, when using sequentially smaller doses of chemical, the percentage attraction increased for both species (Figure 3).

3.2.2. Optimizing Dose of BG-Lure

Table 1 shows that the percentage attraction values for Ae. aegypti (USDA) exposed to 5.0 g, 1.0 g, and 0.5 g became less repellent as the dose progressively decreased (−87.0%, −40.0%, and −22.2%, respectively). Significantly lower repellency was recorded at 0.15 g compared to 0.2 g (p = 0.017). However, between 0.2 g and 0.1 g, the percentage attraction fluctuated from −51.9% (0.2 g) to 3.5% (0.15 g) and −29.3% (0.1 g). A further reduction in dose weight (0.05 g, 0.025 g, and 0.005 g) maintained clear positive values (53.5%, 21.3%, and 72.6%, respectively), indicating attraction. Even though 0.05 g showed a lower value in percentage attraction compare to 0.005 g, it was not statistically significant (p = 0.287). Furthermore, the mean ± standard deviation number of mosquitoes attracted to the treated cylinder was greatest at 0.05 g (untreated: 6.4 ± 2.7 vs. treated: 1.9 ± 1.5), and the amount induced the highest response rate. These inverse patterns of response showing increased attraction with reduction in dose were similar in the Ae. aegypti field population (Figure 2). Overall, there were no significant differences in percentage attraction responses between the permethrin-susceptible laboratory strain and the resistant field population (Figure 2). Culex quinquefasciatus showed positive percentage attraction values to a wider range of doses that was significantly different from Ae. aegypti (Figure 3). Culex females began showing attraction at 0.5 g (10.0%) and continued with positive attraction values down to 0.005 g (75.9%). At 0.025 g, mosquitoes produced the strongest attraction response (88.9%), with a mean number of females in the treated cylinder at 6.0 ± 3.7.

3.2.3. Dry Ice (1 g)

Different responses were detected between Ae. aegypti (USDA) and Cx. quinquefasciatus (NIH) using the dry ice ‘positive’ control (Figure 3). One gram of dry ice strongly attracted Cx. quinquefasciatus with 76.0% ± 26.3% attraction (10.1% ± 2.8% in treated cylinder vs. 1.6% ± 1.8% in untreated) with a response rate greater than all other chemical doses. Ae. aegypti (USDA) had a significantly reduced (p = 0.002) percentage attraction to carbon dioxide (12.2%), equal to 0.15 g of BG-lure (3.5%), and it was only exceeded by 0.05 g (53.5%), 0.025 g (21.3%), and 0.005 g (72.6%) doses.

4. Discussion

This study demonstrates that the HITSS assay is a simple and acceptable test system to screen and evaluate potential chemical attractants. Furthermore, compounds can be ‘optimized’ by dose for attraction in a small operating space (2.75 L volume for three-cylinder configuration), which might provide useful indications of scaling up to higher doses required for larger spaces. Overall findings show the amount of BG-lure was successfully evaluated using the HITSS assay, suggesting that other chemical compounds should be amenable to screening using this method. Secondly, clear differences in response between the two mosquito species was observed suggesting differing activation thresholds of olfactory receptors for each species using the commercial attractant blend. This indicates that species-specific attractants (or dosage) might be considered when optimizing trapping systems for target insects in the field [26]. Thirdly, there was no difference in dose responses to the chemical between a permethrin susceptible laboratory strain and a highly resistant field-derived population of Ae. aegypti. Lastly, dose–response measures clearly showed opposing actions of the compound depending on the dosage used. For stimulating attraction, lower doses were required, while repellency was incited at the higher dose range.
Various mechanical and passive trapping devices of mosquitoes have been developed for research, operational monitoring, and/or control purposes (removal trapping) [27]. To enhance capture efficiency, a mosquito trap typically might include one or more olfactory or visual attractants to draw mosquitoes to the trap [28,29,30,31,32]. In the laboratory, olfactometers are commonly used for evaluating potential lure candidates, and this can provide useful information before conducting a larger scaled semi-field or field trial. As the laboratory-sized preliminary tests are not always applicable in real situations, it is crucial to perform the next level of field trials. On the basis of the field test results, the accuracy of the laboratory sized olfactometers can be evaluated [33,34,35,36,37,38]. Tests using wind tunnels represent another option to observe insect response to attractants [39]. However, these devices and setups require precise operational conditions (e.g., airflows and filter systems). Therefore, they are of limited use except in more sophisticated laboratories.
This study represents an investigation for measuring the dose response of mosquitoes to an attractant compound using a simple, horizontal passive device without the requirement of mechanical airflow (see vertical passive diffusion assay [40]). The HITSS is a versatile device that allows, depending on test design configuration, the ability to measure four actions: toxicity, spatial repellency, contact repellency, and attractive properties of chemicals. The HITSS device was originally designed for screening toxic and repellent properties [24,37]. This study demonstrates that, with only a few minor modifications, the HITSS is adaptable as a laboratory-based assessment for evaluating attractants.
The commercialized BG-lure was designed for enhancing sampling and monitoring of mosquitoes in surveillance programs, as well as providing some level of adult control. The particular formulation and complementary trapping system incorporating the lure was initially designed to focus on day-active Aedes mosquitoes. Interestingly, use of the HITSS assay showed Cx. quinquefasciatus, a typically night-active species, to have a much higher degree of attractiveness and over a wider range of dose than either of the Ae. aegypti strains used in this study. However, the Culex used is a long-adapted insectary strain that merits caution when extrapolating these behavioral findings to natural populations.
The commercial lure used in this study, a blend of several known bioactive components (lactic acid, ammonia, and hexanoic acid), successfully attracted female Ae. aegypti and Cx. quinquefasciatus. Mosquitoes possess different chemoreceptors with primary receptor neurons mostly associated with the antennae and maxillary palps [12,41,42]. Presumably, each species have different numbers and specific kinds of olfactory receptors between them [43]; thus, observing varying responses to lure and dry ice between two phylogenetically distance species with very different bionomics and ecologies is not an unexpected finding.
This study used CO2 (alone) as the ‘positive’ control attractant as comparison. Under HITSS assay conditions, the sublimated CO2 released from 1 g of dry ice was sufficient to strongly attract Cx. quinquefasciatus (76.0% attraction), but significantly less so with Ae. aegypti (12.2% attraction, p = 0.002). Carbon dioxide is a powerful neural activator for upwind orientation (positive anemotaxis) of most mosquito species toward vertebrate hosts [3,11]. Both Ae. aegypti and Cx. quinquefasciatus are no exception [44,45,46,47]. Carbon dioxide is a potent activator of female Ae. aegypti even at very low concentrations (10 ppm or >0.04% above ambient atmospheric levels) [48], evoking oriented flight along the plume stream, resulting in rapid source finding [49]. However, at higher concentrations, CO2 can repel mosquitoes [7]. For example, capture of Cx. quinquefasciatus decreased significantly when the CO2 release rate increased from 300 to 1000 mL/min [50]. A negative chemotropism was observed with this species as CO2 concentrations increased [51].
For both species, CO2 appears to have a synergistic action with host odors in the attraction of female mosquitoes [33,47]. However, the presence of other host odors appears to supersede CO2 in the induction of orientation. Under field conditions, the combination of BG-lure and CO2 applied to traps showed that the latter was the predominant attractant cue for trapping Aedes albopictus (Skuse) [52,53]. In this study, no competing kairomones (attractants/stimulants) were present with CO2. Many mosquito traps use this attractant to increase mosquito captures with or without other synthetic odorants and visual cues [27]. However, the influence of environmental conditions such as heat and humidity in combination with CO2 generates a greater number of female Ae. aegypti compared to either carbon dioxide with heat or moisture alone [54]. In the HITSS study, only background laboratory temperatures and relative humidity were present during testing.
The amount (dose) and proportion of chemical mixtures in compounds can play critical roles in insect response and are important considerations in attractant development [55]. As the commercial lure combination of ingredients (by proportion) was not modified in this study, it was evident that dose alone had a significant effect on responses between the two species. The HITSS assay identified 0.005 g and 0.025 g of lure producing the peak attraction response in Ae. aegypti and Cx. quinquefasciatus, respectively. The positive percent attraction for Cx. quinquefasciatus included a greater range of dosing (0.5 g to 0.005 g) compared to Ae. aegypti USDA (0.05 g to 0.005 g) and Pu Teuy (0.15 g to 0.005 g). Alternatively, as dosing gradually increased to 10 g, females showed repellency. These dose-dependent reversal responses were reported by previous studies [56,57] as common responses, and it was confirmed in a recent study using plant volatiles that lower doses attracted while higher doses caused an avoidance response [58,59].
Carbon dioxide is widely recognized as the most ideal and universal mosquito attractant; however, its availability is often limited logistically and can be operationally costly. Although other methods for generating CO2 have been devised and shown to also attract mosquitoes, both convenience and cost can be factors depending on the system used (e.g., byproduct of yeast and sugar fermentation or propane combustion) [60,61,62]. These obstacles have been one of the prime motivations for seeking alternative synthetic chemical attractants to obviate the need for CO2. The many compounds evaluated and used, generally as mixtures or in combination with other attractants such as CO2, include l-lactic acid, butanone, ammonia, isovaleric acid, and 1-octen-3-ol [14,15,17,34,35,46,63]; however, effective ratios between these compounds must be established to achieve maximum synergistic effects. The HITSS may provide an acceptable addition or alternative assay to other attractant-based technologies for study on these and other chemical combinations.
Various types of measurement tools have been used to evaluate chemical lure candidates [35,39,48]. Most devices generate artificial air currents that carry a chemical plume that requires a mosquito to fly upwind to the source. However, the air flow itself also can attract mosquitoes [64,65], thus potentially confounding results. Some olfactometers without use of air movement have shown that mosquitoes can detect and direct flight movement to the chemical source in a passive system [3,39]. Similarly, the HITSS assay is a passive system without the use of directed air flow. Another advantage is the compact size of the HITSS assay making it easy to set up and use compared to many olfactometers which are large and complicated devices designed to provide air flow and highly regulated chemical concentration discharge. However, the smaller working volume (2.75 L) between the three HITSS cylinders may also present limitations, resulting in inconclusive results either by chance through flight movement alone or external background factors that influence behavior. The use of adequate controls and increasing test replicates can help to alleviate some of these potential problems. Another potential limitation to this test design is the use of a short period of exposure (10 min); thus, the low overall response rate reported using the commercial lure may reflect insufficient time for a mosquito to fully react to a chemical. Further experimentation is required to examine responses over a longer period of exposure. However, within the enclosed HITSS system, each cylinder can maintain different gradations from initial input (e.g., treatment vs. none) for a while (ca. 10 min) before the atmospheric components in all cylinders become more equilibrated [24].
Unlike the typical HITSS setup [24], in this study, the covering of the view windows at each end of the side cylinders may have resulted in a lower response rate of Ae. aegypti by eliminating potential phototaxic-directed movement. The normally nocturnal Cx. quinquefasciatus had overall higher responses than the diurnal Ae. aegypti at all data points (Figure 2). These results may reflect the differences between nocturnal and diurnal active species under dark test conditions. This is indicated in the study findings for both Ae. aegypti and Cx. quinquefasciatus depending on the dose used (Figure 3).
The HITSS assay could successfully optimize the amount of BG-lure for attraction. However, either above or below the optimized dose ranges, the attraction level decreased dramatically. In other words, the pattern of attraction is not in a direct proportion ratio as described in Figure 2. The attraction thresholds for each species, especially the starting points of repellency, are shown in Figure 2 and Figure 3. Ideally, establishing attractant con-centration ranges between the peak point and the threshold (just before repellency begins) for each species could be a standard for rapid screening and evaluating multiple lure candidates. Currently, the typical HITSS is not designed to sample and measure concentrations of component molecules inside the cylinders. Having this added capacity would lend a great deal more potential for screening purposes.
When the HITSS assay indicates high preference indices, caution should be exercised as this may not reflect how a chemical may perform in other testing designs, especially those using much larger volumes of space to interact with mosquitoes and the surrounding environment. This study represents the first attempt to evaluate a chemical lure using the HITSS assay, and the first in a series of studies looking at other candidate compounds to provide initial indications for identifying potential chemical lures before moving on to further development phases using other laboratory- and field-based methods.
In conclusion, allowing free movement between test cylinders in a noncompetitive study design, the HITSS assay appears suitable for rapidly screening chemical actions of attraction (and repellency thresholds) of different chemicals. However, with some inherent limitations to the procedure, the use of various olfactometer and wind-tunnel experiments would augment response findings derived from the HITSS assay. Further studies using the HITSS to evaluate other potential attractants and various chemical compound mixtures on different species under varying physiological conditions (e.g., age, parity) are warranted. Most importantly, when acceptable candidate compounds are identified using this laboratory-based assay, they should be evaluated in a stepwise progression under semi-field (e.g., screen-enclosed facility) and natural field settings to optimize trapping systems. Future studies using this simple assay system for identifying action profiles of bioactive volatile compounds as potential attractants should contribute to an accelerated development of effective mosquito trapping tools.

5. Conclusions

We evaluated a simple olfactometer without the need of airflow, i.e., the high-throughput screening system (HITSS). The HITSS device successfully optimized a commercial mosquito attractant, Biogents-lure (BG-lureTM). Results showed dose-dependent responses with 0.005 g leading to the highest attraction for Ae. aegypti, while doses of 0.2 g and above produced a repellent response. There was no significantly different response behavior between permethrin-susceptible and -resistant Ae. aegypti. Cx. quinquefasciatus showed significantly different responses compared to Ae. aegypti by producing attraction over four times a wider range of amounts. These results demonstrate a simple olfactometer device to screen potential chemical attractants without use of an air-plume, thus expanding testing capabilities beyond more sophisticated laboratory settings.

Author Contributions

Conceptualization, M.J.B. and T.C.; data curation, M.J.B.; formal analysis, D.-Y.K. and T.L.; funding acquisition, T.C.; investigation, D.-Y.K. and T.L.; methodology, D.-Y.K. and T.L.; project administration, T.C.; software, D.-Y.K., T.L., and T.C.; supervision, T.C.; validation, D.-Y.K. and T.L.; visualization, D.-Y.K. and T.L.; writing—original draft, D.-Y.K.; writing—review and editing, M.J.B. and T.C. All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by the Thailand Research Fund (TRF) (Grant No. IRN58W003), the Kasetsart University Research and Development Institute (KURDI) (Grant No. FF(KU) 14.64), and the Graduate School of Kasetsart University.

Institutional Review Board Statement

Not applicable.

Data Availability Statement

The datasets supporting the conclusions of this article are included within the article. Raw data are available from the corresponding author on reasonable request.

Acknowledgments

We thank the anonymous reviewers for providing valuable comments and suggestions to improve the manuscript. We acknowledge Wasana Boonyuan for her advice and assistance during the planning and development of this research. We appreciate Ratchadawan Ngoen-klan and Atchariya Prabaripai for their kind statistical advice related to this study.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Messina, J.P.; Brady, O.J.; Golding, N.; Kraemer, M.U.; Wint, G.W.; Ray, S.E.; Pigott, D.M.; Shearer, F.M.; Johnson, K.; Earl, L. The current and future global distribution and population at risk of dengue. Nat. Micro. 2019, 4, 1508–1515. [Google Scholar] [CrossRef] [PubMed]
  2. Foster, W.A.; Walker, E.D. Mosquitoes (Culicidae). In Medical and Veterinary Entomology, 3rd ed.; Mullen, G.R., Durden, L.A., Eds.; Elsevier: London, UK, 2019; Chapter 15; pp. 261–325. [Google Scholar]
  3. Clements, A.N. Sensory reception and behavior. In The Biology of Mosquitoes; CABI: New York, NY, USA, 1999; Volume 2, pp. 433–479. [Google Scholar]
  4. Shen, H.H. Inner workings: How do mosquitoes smell us? The answers could help eradicate disease. Proc. Natl. Acad. Sci. USA 2017, 114, 2096–2098. [Google Scholar] [CrossRef] [Green Version]
  5. Mitchell, C.J. Differentiation of host-seeking behavior from blood-feeding behavior in overwintering Culex pipiens (Diptera: Culicidae) and observations on gonotrophic dissociation. J. Med. Entomol. 1983, 20, 157–163. [Google Scholar] [CrossRef] [PubMed]
  6. Clements, A.N. Transmission of viruses and interactions with bacteria. In The Biology of Mosquitoes; CABI: New York, NY, USA, 1992; Volume 3, pp. 1–88. [Google Scholar]
  7. Brown, A.; Sarkaria, D.; Thompson, R. Studies on the responses of the female Aëdes mosquito. Part I—The search for attractant vapours. Bull. Entomol. Res. 1951, 42, 105–114. [Google Scholar] [CrossRef]
  8. Takken, W. The role of olfaction in host-seeking of mosquitoes: A review. Int. J. Trop. Insect Sci. 1991, 12, 287–295. [Google Scholar] [CrossRef]
  9. Suh, E.; Bohbot, J.D.; Zwiebel, L.J. Peripheral olfactory signaling in insects. Curr. Opin. Insect Sci. 2014, 6, 86–92. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  10. Keil, T.A. Sensory cilia in arthropods. Arthropod Struct. Dev. 2012, 41, 515–534. [Google Scholar] [CrossRef] [PubMed]
  11. Gillies, M. The role of carbon dioxide in host-finding by mosquitoes (Diptera: Culicidae): A review. Bull. Entomol. Res. 1980, 70, 525–532. [Google Scholar] [CrossRef] [Green Version]
  12. Grant, A.; Aghajanian, J.; O’Connell, R.; Wigton, B. Electrophysiological responses of receptor neurons in mosquito maxillary palp sensilla to carbon dioxide. J. Comp. Physiol. 1995, 177, 389–396. [Google Scholar] [CrossRef]
  13. Syed, Z. Chemical ecology and olfaction in arthropod vectors of diseases. Curr. Opin. Insect Sci. 2015, 10, 83–89. [Google Scholar] [CrossRef]
  14. Acree, F.; Turner, R.; Gouck, H.; Beroza, M.; Smith, N. L-Lactic acid: A mosquito attractant isolated from humans. Science 1968, 161, 1346–1347. [Google Scholar] [CrossRef]
  15. Smith, C.N.; Smith, N.; Gouck, H.K.; Weidhaas, D.; Gilbert, I.; Mayer, M.; Smittle, B.; Hofbauer, A. L-lactic acid as a factor in the attraction of Aedes aegypti (Diptera: Culicidae) to human hosts. Ann. Entomol. Soc. Am. 1970, 63, 760–770. [Google Scholar] [CrossRef]
  16. Hall, D.; Beevor, P.; Cork, A.; Nesbitt, B.F.; Vale, G. 1-Octen-3-ol. Int. J. Trop. Insect Sci. 1984, 5, 335–339. [Google Scholar] [CrossRef]
  17. Smallegange, R.C.; Qiu, Y.T.; Loon, J.J.; Takken, W. Synergism between ammonia, lactic acid and carboxylic acids as kairomones in the host-seeking behaviour of the malaria mosquito Anopheles gambiae sensu stricto (Diptera: Culicidae). Chem. Senses 2005, 30, 145–152. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  18. Sithiprasasna, R.; Jaichapor, B.; Chanaimongkol, S.; Khongtak, P.; Lealsirivattanakul, T.; Trong, S.; Burkett, D.A.; Perich, M.J.; Wirtz, R.A.; Coleman, R.E. Evaluation of candidate traps as tools for conducting surveillance for Anopheles mosquitoes in a malaria-endemic area in western Thailand. J. Med. Eentomol. 2004, 41, 151–157. [Google Scholar] [CrossRef] [PubMed]
  19. Coutinho-Abreu, I.V.; Sharma, V.K.; Cui, L.; Yan, G.; Ray, A. Odorant ligands for the CO2 receptor in two Anopheles vectors of malaria. Sci. Rep. 2019, 9, 1–7. [Google Scholar] [CrossRef] [Green Version]
  20. Todd, J.L.; Baker, T.C. Function of peripheral olfactory organs. In Insect Olfaction; Hansson, B.S., Ed.; Springer: Heidelberg, Germany, 1999; Chapter 3; pp. 67–96. [Google Scholar]
  21. Bowen, M. The sensory physiology of host-seeking behavior in mosquitoes. Annu. Rev. Entomol. 1991, 36, 139–158. [Google Scholar] [CrossRef]
  22. Chuaycharoensuk, T.; Juntarajumnong, W.; Boonyuan, W.; Bangs, M.J.; Akratanakul, P.; Thammapalo, S.; Jirakanjanakit, N.; Tanasinchayakul, S.; Chareonviriyaphap, T. Frequency of pyrethroid resistance in Aedes aegypti and Aedes albopictus (Diptera: Culicidae) in Thailand. J. Vector Ecol. 2011, 36, 204–212. [Google Scholar] [CrossRef] [PubMed]
  23. WHO. Test. Procedures for Insecticide Resistance Monitoring in Malaria Vector Mosquitoes; World Health Organization: Geneva, Switzerland, 2016; p. 48. [Google Scholar]
  24. Grieco, J.P.; Achee, N.L.; Sardelis, M.R.; Chauhan, K.R.; Roberts, D.R. A novel high-throughput screening system to evaluate the behavioral response of adult mosquitoes to chemicals. J. Am. Mosq. Contr. Assoc. 2005, 21, 404–411. [Google Scholar] [CrossRef]
  25. Abbott, W.S. A method of computing the effectiveness of an insecticide. J. Econ. Entomol. 1925, 18, 265–267. [Google Scholar] [CrossRef]
  26. Kline, D.L. Olfactory attractants for mosquito surveillance and control: 1-octen-3-ol. J. Am. Mosq. Contr. Assoc. 1994, 10, 280–287. [Google Scholar]
  27. Silver, J.B. Mosquito Ecology: Field Sampling Methods, 3rd ed.; Springer: New York, NY, USA, 2008; pp. 947–1025. [Google Scholar]
  28. Kline, D.L. Traps and trapping techniques for adult mosquito control. J. Am. Mosq. Contr. Assoc. 2006, 22, 490–496. [Google Scholar] [CrossRef] [Green Version]
  29. Muirhead-Thompson, R. Trap Responses of Flying Insects: The Influence of Trap Design on Capture Efficiency; Academic Press: London, UK, 2012; pp. 180–258. [Google Scholar]
  30. Salazar, F.V.; Achee, N.L.; Grieco, J.P.; Prabaripai, A.; Ojo, T.A.; Eisen, L.; Dureza, S.; Polsomboon, S.; Chareonviriyaphap, T. Effect of Aedes aegypti exposure to spatial repellent chemicals on BG-Sentinel™ trap catches. Parasit. Vectors 2013, 6, 145. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  31. Cribellier, A.; Erp, J.A.; Hiscox, A.; Lankheet, M.J.; Leeuwen, J.L.; Spitzen, J.; Muijres, F.T. Flight behaviour of malaria mosquitoes around odour-baited traps: Capture and escape dynamics. R. Soc. Open Sci. 2018, 5, 180246. [Google Scholar] [CrossRef] [Green Version]
  32. Van De Straat, B.; Hiscox, A.; Takken, W.; Burkot, T.R. Evaluating synthetic odours and trap designs for monitoring Anopheles farauti in Queensland, Australia. Malar. J. 2019, 18, 299. [Google Scholar] [CrossRef] [PubMed]
  33. Mayer, M.; James, J. Attraction of Aedes aegypti (L.): Responses to human arms, carbon dioxide, and air currents in a new type of olfactometer. Bull. Entomol. Res. 1969, 58, 629–642. [Google Scholar] [CrossRef]
  34. Geier, M.; Sass, H.; Boeckh, J. A search for components in human body odour that attract females of Aedes aegypti. In Olfaction in Mosquitoes-Host Interactions; Bock, G.R., Cardew, G., Eds.; Ciba Fundation Symposium: London, UK, 1996; pp. 132–148. [Google Scholar]
  35. Geier, M.; Boeckh, J. A new Y-tube olfactometer for mosquitoes to measure the attractiveness of host odours. Entomol. Exp. Appl. 1999, 92, 9–19. [Google Scholar] [CrossRef]
  36. Kline, D.L.; Bernier, U.R.; Posey, K.H.; Barnard, D.R. Olfactometric evaluation of spatial repellents for Aedes aegypti. J. Med. Entomol. 2003, 40, 463–467. [Google Scholar] [CrossRef] [Green Version]
  37. WHO. Guidelines for Efficacy Testing of Spatial Repellents; World Health Oranization: Geneva, Switzerland, 2013; pp. 5–9. [Google Scholar]
  38. WHO. Efficacy-Testing of Traps for Control of Aedes spp. Mosquito Vectors; World Health Organization: Geneva, Switzerland, 2018; pp. 5–7. [Google Scholar]
  39. Knols, B.G.; Jong, R.D.; Takken, W. Trapping system for testing olfactory responses of the malaria mosquito Anopheles gambiae in a wind tunnel. Med. Vet. Entomol. 1994, 8, 386–388. [Google Scholar] [CrossRef]
  40. Feinsod, F.M.; Spielman, A. An olfactometer for measuring host-seeking behavior of female Aedes aegypti (Diptera: Culicidae). J. Med. Entomol. 1979, 15, 282–285. [Google Scholar] [CrossRef]
  41. Bohbot, J.; Pitts, R.; Kwon, H.W.; Rütet, M.; Robertson, H.M.; Zwiebel, L. Molecular characterization of the Aedes aegypti odorant receptor gene family. Insect Mol. Biol. 2007, 16, 525–537. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Wolff, G.H.; Riffell, J.A. Olfaction, experience and neural mechanisms underlying mosquito host preference. J. Exp. Biol. 2018, 221, 157131. [Google Scholar] [CrossRef] [Green Version]
  43. Sutcliffe, J.F. Sensory bases of attractancy: Morphology of mosquito olfactory sensilla-a review. J. Am. Mosq. Contr. 1994, 10, 309–315. [Google Scholar]
  44. Headlee, T.J. Further studies of the relative effects on insect metabolism of temperatures derived from constant and variable sources. J. Econ. Entomol. 1941, 34, 171–174. [Google Scholar] [CrossRef]
  45. Huffaker, C.B.; Back, R.C. A study of methods of sampling mosquito populations. J. Econ. Entomol. 1943, 36, 561–569. [Google Scholar] [CrossRef]
  46. Lacey, E.S.; Ray, A.; Carde, R.R. Close encounters: Contributions of carbon dioxide and human skin odour to finding and landing on a host in Aedes aegypti. Physiol. Entomol. 2014, 39, 60–68. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  47. Spanoudis, C.; Andreadis, S.; Bray, D.; Savopoulou-Soultani, M.; Ignell, R. Behavioural response of the house mosquitoes Culex quinquefasciatus and Culex pipiens molestus to avian odours and its reliance on carbon dioxide. Med. Vet. Entomol. 2020, 34, 129–137. [Google Scholar] [CrossRef]
  48. Willis, E.R. The olfactory responses of female mosquitoes. J. Econ. Entomol. 1947, 40, 769–778. [Google Scholar] [CrossRef] [PubMed]
  49. Dekker, T.; Geier, M.; Cardé, R.T. Carbon dioxide instantly sensitizes female yellow fever mosquitoes to human skin odours. J. Exp. Biol. 2005, 208, 2963–2972. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  50. Mullens, B.A.; Gerry, A.C. Comparison of bait cattle and carbon dioxide-baited suction traps for collecting Culicoides variipennis sonorensis (Diptera: Ceratopogonidae) and Culex quinquefasciatus (Diptera: Culicidae). J. Med. Entomol. 1998, 35, 245–250. [Google Scholar] [CrossRef]
  51. Reeves, W. Quantitative field studies on a carbon dioxide chemotropism of mosquitoes. Am. J. Trop. Med. Hyg. 1953, 2, 325–331. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  52. Pombi, M.; Jacobs, F.; Verhulst, N.O.; Caputo, B.; Torre, A.D.; Takken, W. Field evaluation of a novel synthetic odour blend and of the synergistic role of carbon dioxide for sampling host-seeking Aedes albopictus adults in Rome, Italy. Parasit. Vectors 2014, 7, 580. [Google Scholar] [CrossRef] [PubMed]
  53. Roiz, D.; Duperier, S.; Roussel, M.; Boussès, P.; Dontenille, D.; Simard, F.; Paupy, C. Trapping the Tiger: Efficacy of the novel BG-Sentinel 2 with several attractants and carbon dioxide for collecting Aedes albopictus (Diptera: Culicidae) in Southern France. J. Med. Entomol. 2015, 53, 460–465. [Google Scholar] [CrossRef] [PubMed]
  54. Wright, R. Why mosquito repellents repel. Sci. Am. 1975, 233, 104–111. [Google Scholar] [CrossRef] [PubMed]
  55. Kundu, S.; Ganguly, A.; Chakraborty, T.S.; Kumar, A.; Siddiqi, O. Synergism and combinatorial coding for binary odor mixture perception in Drosophila. Eneuro 2016, 3, 27588303. [Google Scholar] [CrossRef] [Green Version]
  56. Meza, F.C.; Roberts, J.M.; Sobhy, I.S.; Okumu, F.O.; Tripet, F.; Bruce, T.J. Behavioural and electrophysiological responses of female Anophels gambiae mosquitoes to volatiles from a mango bait. J. Chem. Ecol. 2020, 46, 387–396. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  57. Hao, H.; Sun, J.; Dai, J. Dose-dependent behavioral response of the mosquito Aedes albopictus to floral odorous compounds. J. Insect. Sci. 2013, 13, 127. [Google Scholar] [CrossRef] [Green Version]
  58. Yu, B.T.; Ding, Y.M.; Mo, J.C. Behavioural response of female Culex pipiens pallens to common host plant volatiles and synthetic blends. Parasit. Vector. 2015, 8, 1–8. [Google Scholar] [CrossRef] [Green Version]
  59. Nyasembe, V.O.; Teal, P.E.; Mukabana, W.R.; Tumlinson, J.H.; Torto, B. Behavioural response of the malaria vector Anopheles gambiae to host plant volatiles and synthetic blends. Parasit. Vector. 2012, 5, 1–11. [Google Scholar] [CrossRef] [Green Version]
  60. Henderson, J.P.; Westwood, R.; Galloway, T. An assessment of the effectiveness of the Mosquito Magnet pro model for suppression of nuisance mosquitoes. J. Am. Mosq. Contr. Assoc. 2006, 22, 401–407. [Google Scholar] [CrossRef]
  61. Smallegange, R.C.; Schmied, W.H.; Van Roey, K.J.; Verhulst, N.O.; Spitzen, J.; Mukabana, W.R.; Takken, W. Sugar-fermenting yeast as an organic source of carbon dioxide to attract the malaria mosquito Anopheles gambiae. Malar. J. 2010, 9, 292. [Google Scholar] [CrossRef] [Green Version]
  62. Jerry, D.C.; Mohammed, T.; Mohammed, A. Yeast-generated CO2: A convenient source of carbon dioxide for mosquito trapping using the BG-Sentinel® traps. Asian Pac. J. Trop. Biomed. 2017, 7, 896–900. [Google Scholar] [CrossRef]
  63. Kline, D.; Takken, W.; Wood, J.; Carlson, D. Field studies on the potential of butanone, carbon dioxide, honey extract, l-octen-3-ol, L-lactic acid and phenols as attractants for mosquitoes. Med. Vet. Entomol. 1990, 4, 383–391. [Google Scholar] [CrossRef] [PubMed]
  64. Dogan, E.B.; Rossignol, P.A. An olfactometer for discriminating between attraction, inhibition, and repellency in mosquitoes (Diptera: Culicidae). J. Med. Entomol. 1999, 36, 788–793. [Google Scholar] [CrossRef] [PubMed]
  65. Webster, B.; Lacey, E.S.; Cardé, R.T. Waiting with bated breath: Opportunistic orientation to human odor in the malaria mosquito, Anopheles gambiae, is modulated by minute changes in carbon dioxide concentration. J. Chem. Ecol. 2015, 41, 59–66. [Google Scholar] [CrossRef]
Figure 1. High-throughput screening system (HITSS) for spatial repellency assay (SRA) was applied to evaluate dose–response attraction of BG-lure. (A) Front view with uncovered middle cylinder and felt-covered end view window for each chamber. (B) Side view with felt-covered middle chamber; a: treated and untreated chambers, b: fabric covered clear cylinder, c: HITSS cradles.
Figure 1. High-throughput screening system (HITSS) for spatial repellency assay (SRA) was applied to evaluate dose–response attraction of BG-lure. (A) Front view with uncovered middle cylinder and felt-covered end view window for each chamber. (B) Side view with felt-covered middle chamber; a: treated and untreated chambers, b: fabric covered clear cylinder, c: HITSS cradles.
Insects 12 00355 g001
Figure 2. Percentage attraction within species, Aedes aegypti USDA (susceptible) and Pu Teuy (resistant) mosquitoes. Different letters between USDA and Pu Teuy indicate statistical significance (Mann–Whitney U test, p < 0.05).
Figure 2. Percentage attraction within species, Aedes aegypti USDA (susceptible) and Pu Teuy (resistant) mosquitoes. Different letters between USDA and Pu Teuy indicate statistical significance (Mann–Whitney U test, p < 0.05).
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Figure 3. Percentage attraction between pyrethroid susceptible species, Aedes aegypti USDA and Culex quinquefasciatus NIH. Different letters between species indicate statistical significance (Mann–Whitney U test, p < 0.05).
Figure 3. Percentage attraction between pyrethroid susceptible species, Aedes aegypti USDA and Culex quinquefasciatus NIH. Different letters between species indicate statistical significance (Mann–Whitney U test, p < 0.05).
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Table 1. Mean ± SD percentage attraction of Aedes aegypti and Culex quinquefasciatus for different doses of BG-lure.
Table 1. Mean ± SD percentage attraction of Aedes aegypti and Culex quinquefasciatus for different doses of BG-lure.
SpeciesAmount (g)Mean ± SD
No. of Females in HITSS Chambers
p-Value Mean ± SD
Percent Attraction ††
UntreatedTreated
Ae. aegypti
(USDA)
0.02.2 ± 1.71.3 ± 1.10.203−11.9 ± 72.2d
0.0050.6 ± 0.93.0 ± 2.10.011 *72.6 ± 42.0a
0.0252.0 ± 1.62.2 ± 1.30.67021.3 ± 57.4b
0.051.9 ± 1.56.4 ± 2.70.007 *53.5 ± 31.8ab
0.11.8 ± 1.11.1 ± 1.10.132−29.3 ± 52.9d
0.152.1 ± 0.92.6 ± 1.70.3893.5 ± 47.4c
0.21.0 ± 0.90.2 ± 0.40.020−51.9 ± 47.5e
0.50.8 ± 1.40.2 ± 0.70.357−22.2 ± 66.7d
1.01.1 ± 1.50.2 ± 0.40.084−40.0 ± 70.0de
5.03.0 ± 1.00.2 ± 0.40.007−87.0 ± 26.1f
10.05.7 ± 3.50.1 ± 0.30.007−96.3 ± 11.1f
1.0 (dry ice)1.7 ± 0.92.6 ± 1.90.20612.2 ± 39.6c
Ae. aegypti
(Pu Teuy)
0.02.1 ± 1.22.0 ± 1.10.9431.1 ± 56.9c
0.0051.0 ± 0.94.2 ± 1.80.007 *58.9 ± 27.9a
0.0251.3 ± 1.30.7 ± 0.90.236−31.5 ± 56.8d
0.051.4 ± 0.73.2 ± 1.20.014 *37.4 ± 35.9b
0.11.6 ± 1.31.8 ± 1.00.48017.0 ± 37.3c
0.152.7 ± 1.72.9 ± 2.00.6213.3 ± 45.8c
0.21.9 ± 1.51.8 ± 1.20.994−2.2 ± 61.8d
0.53.7 ± 2.20.4 ± 0.70.011−82.0 ± 33.9e
1.01.3 ± 1.40.2 ± 0.40.039−48.1 ± 50.3d
5.01.7 ± 1.10.1 ± 0.30.016−77.8 ± 44.1e
10.05.4 ± 2.20.0 ± 0.00.008−100.0 ± 0.0f
1.0 (dry ice)N/AN/AN/AN/A
Cx. quinquefasciatus
(NIH)
0.03.6 ± 2.73.7 ± 3.21.000−18.4 ± 47.4d
0.0050.4 ± 0.74.9 ± 3.30.011 *75.9 ± 45.0b
0.0250.2 ± 0.76.0 ± 3.70.012 *88.9 ± 33.3a
0.051.1 ± 1.15.4 ± 2.20.007 *68.3 ± 25.4c
0.10.6 ± 0.94.8 ± 2.20.008 *83.7 ± 24.9b
0.150.4 ± 0.73.9 ± 3.40.028 *73.1 ± 65.6b
0.20.9 ± 1.23.2 ± 2.50.06854.2 ± 63.5c
0.51.2 ± 1.11.3 ± 1.10.91510.0 ± 63.6d
1.04.1 ± 2.11.9 ± 1.50.024−44.4 ± 46.1e
5.04.1 ± 2.41.0 ± 1.20.007−72.2 ± 26.8f
10.04.6 ± 3.11.2 ± 0.80.018−50.2 ± 34.7e
1.0 (dry ice)1.6 ± 1.810.1 ± 2.80.008 *76.0 ± 26.3b
Nine replicates each dose, 20 females each replicate (180 total). Compared no. of females in untreated and treated chambers using Wilcoxon signed rank test (p < 0.05). * Significantly more females attracted in treated chamber compare to untreated chamber (p < 0.05). †† Percentage attraction = (# females in treated − untreated)/(# females in treated + untreated) × 100. Different letters within a column indicate significant differences between species-specific doses by Kruskal–Wallis H test for multiple comparisons (p < 0.05).
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Kim, D.-Y.; Leepasert, T.; Bangs, M.J.; Chareonviriyaphap, T. Dose–Response Assay for Synthetic Mosquito (Diptera: Culicidae) Attractant Using a High-Throughput Screening System. Insects 2021, 12, 355. https://0-doi-org.brum.beds.ac.uk/10.3390/insects12040355

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Kim D-Y, Leepasert T, Bangs MJ, Chareonviriyaphap T. Dose–Response Assay for Synthetic Mosquito (Diptera: Culicidae) Attractant Using a High-Throughput Screening System. Insects. 2021; 12(4):355. https://0-doi-org.brum.beds.ac.uk/10.3390/insects12040355

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Kim, Dae-Yun, Theerachart Leepasert, Michael J. Bangs, and Theeraphap Chareonviriyaphap. 2021. "Dose–Response Assay for Synthetic Mosquito (Diptera: Culicidae) Attractant Using a High-Throughput Screening System" Insects 12, no. 4: 355. https://0-doi-org.brum.beds.ac.uk/10.3390/insects12040355

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