Abstract
Background
Small targets comprising panels of blue and insecticide-treated black netting material each 0.25 × 0.25 m have been shown to attract and kill Glossina fuscipes fuscipes Newstead, 1910 (Diptera: Glossinidae) thereby reducing its population density by over 90% in field trials. However, their attractive ability has not been fully exploited for sampling purposes. Therefore, in this study we assessed the effectiveness of using sticky small targets as sampling tools for G. f. fuscipes in western Kenya. We also determined the influence of colour on the landing response of female and male flies on sticky small targets.
Methods
Using a series of randomised block experiments, the numbers of tsetse flies caught with sticky small targets were compared with those caught with biconical traps. A negative binomial regression was used to model fly catches. Odds ratios as measures of association between the landing response on the blue or black panel of the sticky small target and the sex of flies were obtained from a multiple logistic regression.
Results
The results showed that sticky small targets caught 13.5 and 3.6 times more female and male tsetse flies than biconical traps (Z = 9.551, P < 0.0001 and Z = 5.978, P < 0.0001, respectively). Females had a 1.7 times likelihood of landing on the black panel than males (Z = 2.25, P = 0.025).
Conclusion
This study suggests that sticky small targets are an effective sampling tool for G. f. fuscipes. Therefore, we recommend the use of sticky small targets as an alternative to biconical traps for observational and experimental investigations of G. f. fuscipes.
Keywords: Riverine tsetse flies, Small targets, Sampling, Behaviour, Density, Surveillance
Background
Human African trypanosomiasis (HAT), also referred to as sleeping sickness is transmitted by tsetse flies harbouring the mature protozoan parasites, Trypanosoma brucei rhodesiense and T. brucei gambiense, as they take a human blood meal causing Rhodesian and Gambian HAT, respectively [1, 2]. Tsetse flies from the palpalis group which occupy riverine habitats have been implicated in the transmission of over 90% of HAT cases caused by T. brucei gambiense in central and west Africa [3, 4]. So far, there is no vaccine and the main intervention for Gambian HAT (gHAT) is the use of case detection and treatment programmes [4]. The method aims to clear the parasite in a substantial proportion of the human population so that even when bitten, the vector will not pick up any trypanosomes for further transmission [1]. However, infected flies can still transmit new gHAT infections to humans [4]. Further, the chronic nature of gHAT allows for silent carriers harbouring low parasite levels undetectable by conventional diagnostic methods to sustain transmission foci [5–7]. Thus, interventions that target the vector further reduce the risk of new infections from occurring [4, 8]. For tsetse fly control, targets are simple, cheaper and easier to maintain than traps [9]. Insecticide-treated targets usually greater or equal to 1.0 × 1.0 m in size are effective control tools for the savannah tsetse fly, G. pallidipes Austen and G. morsitans morsitans Westwood [10]. Additionally, behavioural studies that aimed at developing cost effective targets for the main vectors of gHAT, G. fuscipes subspecies and other riverine species, show that even after reducing the target size 16 times, the alighting response was about 40–55% on the small target, which is comparable to large targets [9]. Further studies found that a small target with a black cloth panel and netting material each 0.25 × 0.25 m in dimensions caught more than twice the number of flies than the biconical trap, and replacing the black with a blue cloth panel having the same dimensions slightly increased the catches [9]. The small targets are highly efficient in reducing tsetse fly densities (by over 90%) and easier and cheaper to deploy than large targets [4, 9, 11]. Apart from being exploited for killing the tsetse fly, small targets could also be exploited for sampling purposes of G. f. fuscipes and other riverine species.
Some ecological aspects critical for control of tsetse flies, especially riverine species, include fly movement and spatial occupation within their restricted habitat and can only be studied with adequate sampling techniques [8]. Tsetse fly sampling during studies in the form of observations and experiments are important for planning and monitoring tsetse fly control interventions [8]. In the last four decades, traps that attract and guide tsetse flies into a non-return cage have been developed to serve as sampling or control tools [12]. Although traps have biases and interpretation of catches should be done taking into account these biases; the higher proportion of females to males is close to the natural sex ratio of the tsetse fly population [8, 13, 14].
Sticky panel traps have been mainly used to hold tsetse flies that are killed or stunned by other sampling tools, such as electric screens [13]. They have also been used to sample G. austeni a tsetse fly species from the morsitans group (as was the case of in the eradication of G. austeni in Zanzibar with sterile insect technique, SIT) [13, 15, 16]. Further, some studies have used traps and targets covered with sticky material to assess the efficacy of these as landing devices [17, 18].
The ability of a sampling tool to catch tsetse flies particularly at low density is important as it could give information on residual populations and lead to appropriate action for planning and monitoring tsetse fly control interventions. A previous study showed that the small targets comprising of black and netting panels (each 0.25 × 0.25 m) caught over twice more G. f. fuscipes than the biconical trap [9]. Therefore, in this study we applied a sticky film to the small target having a black and blue panel without any nettings, and compared its performance as a sampling tool to the biconical trap which is commonly used for sampling G. f. fuscipes and other riverine tsetse flies. We also assessed the influence of colour on the landing response of male and female G. f. fuscipes on the sticky small target.
Methods
Study area
The study was undertaken in the month of February 2017 on Big and Small Chamaunga Islands on Lake Victoria in western Kenya (Fig. 1). On these islands, G. f. fuscipes is the only tsetse fly species found and mainly inhabits the area along the lake shore [4, 9, 19, 20]. Study site selection was based on the fact that G. f. fuscipes populations on these islands were well documented and high numbers of flies are present for meaningful experimentation [4, 21]. These islands are not inhabited by humans and vegetation on the lake shore consists of a mixture of fresh water mangroves (Aeschynomene eraphyroxylon), tropical hydrangea (Dombeya spp.) and tickberry (Lantana camara). Monitor lizards (Varanus niloticus) are the main hosts for tsetse fly populations in the area [4].
Sampling tools
Tsetse flies were caught using either biconical traps [22] or sticky small targets [9, 23]. The small target comprised of blue and black panels made from cotton cloth each 0.25 × 0.25 m in size and thus making it 0.25 × 0.50 m in dimension. A board 0.25 × 0.50 m in dimension of plywood was placed in between two small targets and fastened using staples. The board with the fastened targets was then covered with a transparent sticky film (Luminos 4 adhesive rolls-ungridded: Rentokil Initial supplies, Liverpool, UK) to make sticky small targets (Fig. 2). The sticky material on the target was not changed over the experimental period. Both sampling tools were not baited with any odour. The biconical traps had a radius of 0.40 m at its widest point, and a height of 1.30 m.
Study design, sample collection and analyses
Field experiments with the traps and sticky small targets were undertaken for 4 h between 08:00 and 12:00 h local time when G. f. fuscipes are most active [3, 20], after which the flies collected in the non-return cage of the biconical trap and those on the sticky small target were sexed and counted. On the sticky small target, flies that landed on the blue or black panels were carefully removed using forceps and placed in separate storage containers colour-coded according to the part of the target that they landed on. The experiments were conducted over a period of 8 days at 4 sites. Sites 1 and 2 were on Small Chamaunga and sites 3 and 4 on Big Chamaunga (Fig. 1c). On the first and second day, experiments were carried out at two sites and from the third to eighth day, the experiments were undertaken at all four sites.
The overall tsetse fly catches from biconical traps and the sticky small targets were compared using 14 replicates of randomised block design experiments, each comprising of two adjacent days at a site as different blocks [24]. The sampling tools as treatments were randomly allocated to the days within the blocks and sites were at least more than 100 m apart [3]. A nested survey in the randomised block design was used to collect data on the landing response of female and male G. f. fuscipes on the blue or black panel of the sticky small target according to the method developed by Vale [25].
All statistical analyses were carried out using R version 3.2.5 [26]. Tsetse fly catches from the sampling tools were modeled using a negative binomial regression to determine the catch index of the sticky small target with the biconical trap as a reference while taking into account the block and day of study. The effect display (for detransformed means) of treatments in the negative binomial model was obtained using the ‘effects’ package in R [27]. Associations were tested using Fisher’s exact test. A Z-test was used to test for difference in proportions. Fly catches on the sticky small targets were further analysed using a multiple logistic regression to measure the association between the sex ratios of flies that landed on the blue or black panels while accounting for trap site and the day of the study. All estimates reported are accompanied by 95% confidence intervals and P-values less than 0.05 were considered statistically significant. All maps were created using QGIS version 2.10.1-Pisa.
Results
Characteristics of fly catches
A total of 441 flies were collected, 58 (13%; 95% CI: 10–16%) were caught in biconical traps while 383 (87%; 95% CI: 84–90%) were caught by the sticky small targets. The overall catches for the females and males were 290 (66%; 95% CI: 61–70%) and 151 (34%; 95% CI: 30–39%), respectively. The catches for the females in the biconical traps were 24 (41%; 95% CI: 28–54%) and those for the males were 34 (59%; 95% CI: 45–72%). The flies caught on the sticky small targets comprised of 266 (69%; 95% CI: 65–74%) females and 117 (31%; 95% CI: 26–35%) males. Overall, there was an association between fly sex and site of collection (Fisher’s exact test: P < 0.016, OR = 0.46, 95% CI: 0.25–0.83). The total number of females caught at all four sites was higher than those of males (Table 1). The flies caught on Small and Big Chamaunga were 209 (47%; 95% CI: 42–52%) and 232 (53%; 95% CI: 48–57%) respectively and their proportions were not significantly different (Z-test, Z = -1.55, P = 0.121).
Table 1.
Island | Site no | Female | Male | Total | |||
---|---|---|---|---|---|---|---|
Number | % (95% CI) | Number | % (95% CI) | Number | % (95% CI) | ||
Small Chamaunga | 1 | 97 | 70 (62–78) | 42 | 30 (22–38) | 139 | 32 (27–36) |
2 | 36 | 51 (39–63) | 34 | 49 (37–61) | 70 | 16 (12–19) | |
Big Chamaunga | 3 | 55 | 61 (51–71) | 35 | 39 (29–49) | 90 | 20 (17–24) |
4 | 102 | 72 (64–79) | 40 | 28 (21–36) | 142 | 32 (28–36) | |
Total | 290 | 66 (61–70) | 151 | 34 (30–39) | 441 | 100 |
Abbreviation: CI confidence interval
Comparison of sampling tools
Overall, the sticky small targets caught more G. f. fuscipes than the biconical traps (Table 2). Detransformed means were 3.2 (95% CI: 2.3–4.4) for the biconical trap compared to 23.3 (95% CI: 20.6–26.4) for the sticky small target (Table 2). The negative binomial regression showed that the sticky small target significantly caught 7.2 (95% CI: 5.3–10.1) times more flies (Z = 12.226, P < 0.0001) than the biconical trap after taking into account the variation due to the day of the experiment and the block. While according to sex, the sticky small target significantly caught 13.5 and 3.6 times more females and males, respectively compared to the biconical trap (Z = 9.551, P < 0.0001 and Z = 5.978, P < 0.0001, respectively).
Table 2.
Treatment | Females | Males | Overall | ||||||
---|---|---|---|---|---|---|---|---|---|
Catch (95% CI) | Catch index (95% CI) | P-value | Catch (95% CI) | Catch index (95% CI) | P-value | Catch (95% CI) | Catch index (95% CI) | P - value | |
Biconical trap (control) | 1.1 (0.6–1.9) | 1 | 1.9 (1.2–3.1) | 1 | 3.2 (2.3–4.4) | 1 | |||
Sticky small target | 15.1 (12.8–17.8) | 13.5 (8.2–24.4) | < 0.0001 | 6.9 (5.2–9.1) | 3.6 (2.4–5.6) | < 0.0001 | 23.3 (20.6–26.4) | 7.2 (5.3–10.1) | < 0.0001 |
Abbreviation: CI confidence interval
Landing responses
Overall, from 383 flies that landed on the sticky small targets, 169 (44%; 95% CI: 39–49%) landed on the blue panel while 214 (56%; 95% CI: 51–61%) landed on the black panel. Overall, 108 (41%; 95% CI: 35–47%) female flies landed on the blue panel and while 158 (59%; 95% CI: 53–65%) landed on the black panel. For male flies, 61 (52%, 95% CI: 43–61%) landed on the blue panel while 56 (48%, 95% CI: 39–57%) landed on the black panel. From all the flies that landed on the blue panel 64% (95% CI: 56–71%) were female and 36% (95% CI: 28–43%) were male. Of the flies that landed on the black panel 73% (95% CI: 68–80%) were female while 26% (95% CI: 20–32%) were male. There was a statistically significant association between the proportion of flies that landed on the blue or black panels with sex of the fly (Fisher’s exact test, P < 0.044; OR: 1.59; 95% CI: 1.02–2.47). A multiple logistic regression showed that females had a 1.71 significant increase in the likelihood of landing on the black compared to the blue panel of the sticky small target than males and the increase could be as low as 1.07 and as high as 2.74 at 95% confidence interval while holding the trap site and day of study constant (Z = 2.25, P < 0.025). The trap site and day of study did not show any significant effect on the landing response (Table 3).
Table 3.
Explanatory variable, total (n = 383) | UOR (95% CI) | P-value | AOR (95% CI) | P-value |
---|---|---|---|---|
Sex | ||||
Male | 1 | na | 1 | na |
Female | 1.59 (1.02–2.47) | 0.04* | 1.71 (1.07–2.74) | 0.025* |
Site | ||||
1 | 1 | na | 1 | na |
2 | 0.47 (0.24–0.90) | 0.023* | 1.13 (0.36–3.58) | 0.838 |
3 | 1.02 (0.57–1.83) | 0.931 | 1.30 (0.53–3.20) | 0.570 |
4 | 1.11 (0.68–1.83) | 0.664 | 1.13 (0.63–2.01) | 0.679 |
Day of study | ||||
1 | 1 | na | 1 | na |
2 | 0.33 (0.11–0.95) | 0.040* | 0.30 (0.08–1.15) | 0.079 |
3 | 0.92 (0.44–1.90) | 0.822 | 0.84 (0.37–1.92) | 0.684 |
4 | 1.13 (0.48–2.66) | 0.780 | 0.98 (0.39–2.43) | 0.964 |
5 | 1.85 (0.86–4.01) | 0.117 | 1.90 (0.82–4.41) | 0.135 |
6 | 0.53 (0.20–1.44) | 0.215 | 0.48 (0.16–1.41) | 0.135 |
7 | 0.97 (0.43–2.18) | 0.949 | 0.82 (0.34–1.98) | 0.653 |
8 | 1.23 (0.51–2.95) | 0.648 | 1 | na |
Abbreviations: UOR unadjusted odds ratio, AOR adjusted odds ratio, CI confidence interval, na not applicable
*Statistical significance at P < 0.05
Discussion
The present study revealed that sticky small targets are more efficient sampling tools for G. f. fuscipes than the biconical traps which are the most commonly used sampling tools for the species. In another study, blue/black targets that were 1.0 × 1.5 m in dimension covered with sticky film caught an average of about 4 to 6 times more G. f. fuscipes than biconical traps [28]. The results from our study are comparable with the sticky small targets of dimensions 0.25 × 0.50 m catching 7 times more flies than the biconical traps suggesting that they could be an alternative and more effective sampling tool for G. f. fuscipes. Furthermore, the higher proportion of females compared to males caught on the sticky small target is more representative of the sex ratio in the population [13] which also makes this sampling tool more useful for ecological studies. Previous versions of a sticky trap for tsetse flies were comprised of a coloured metal, wooden or cloth screen coated with sticky substance [13]. These have not been popular with workers due to the difficulty in collecting and handling the flies and the poor condition of the flies in subsequent processing such as counting and dissections [13]. As opposed to the sticky substances coated on the screens of the earlier sticky traps, the transparent sticky film used in this study did not present any difficulties in collecting, handling and counting the flies. Additionally, all the flies collected on the sticky small target were easily distinguished by sex, an indication that the samples were in good condition. This is consistent with observations from other studies that used the transparent sticky film on targets to sample other tsetse fly species [23]. However, further studies are needed to assess whether samples collected from sticky small targets could be used for dissections and molecular biological studies. Additionally, with the current knowledge, sticky small targets could do particularly well in circumstances requiring highly efficient sampling for G. f. fuscipes such as determining its distribution limits, mark-release-recapture experiments and monitoring of residual populations. All these are important in the planning and implementation of tsetse fly control interventions.
Studies on the cost effectiveness of small targets indicate that they use 1/24th of the material in the biconical trap and are much easier to deploy [9, 29]; thus, their use in control of G. f. fuscipes could substantially increase field cost-effectiveness by a factor of 10 [9, 30]. In our study we recommend the use of the small targets covered with sticky material for sampling as they significantly caught more G. f. fuscipes than biconical traps. Although further cost-effectiveness studies need to be undertaken, the additional costs of the sticky material and its advantages as seen in the current study to sample fly populations and carry out ecological studies could justify the slight increase in costs particularly when monitoring tsetse fly populations during control interventions.
In order to address variations, other than those due to the variables of interest, we used randomised block design experiments, where treatments were randomly assigned to experimental units in a block. This randomisation ensured that confounds were controlled for. Further, residual confounding was addressed during statistical analysis by accounting for the block and day the experiments were undertaken. Additionally, for assessment of the influence of the colour on the landing response of G. f. fuscipes according to sex, confounds were addressed during analysis by accounting for the site and day of the study in the multiple logistic regression.
Our results are also consistent with earlier studies which showed that a larger proportion of G. f. fuscipes land on the black panel of the target than the blue panel [28]. Similar landing behaviour have also been reported for species belonging to the morsitans group such as G. m. morsitans and G. pallidipes [25, 31]. The observation that females show a preference to land on the black than on the blue panel supports earlier practices of impregnating the black panel of the target with insecticide to kill females [25]. As an alternative to insecticides, bio-control agents such as entomopathogenic fungi have been shown to be efficacious against G. f. fuscipes and can be horizontally transmitted from infected to non-infected tsetse flies [32, 33]. As indicated in our results, the most likely point of first contact for male flies is the blue panel of the small target, thus it could be impregnated with a bio-control agent. In this case, the male flies having a preference to land on the blue than black panel of the small target could be contaminated and serve as carriers to deliver the bio-control agent to females during mating. With the male fly mating more than once in its lifetime; the bio-control agent would be transferred to each female it mates with [8]. Likewise, though to a lesser extent, unmated females that are contaminated with the agent could also transfer it to other males. The bio-control agent impregnated small targets can be used in an integrated manner either concurrently or sequentially with those treated with insecticide. However, studies to determine the feasibility and cost effectiveness of such integrated methods would be required. Notwithstanding, exploiting landing preference of male G. f. fuscipes on the blue panel in the manner suggested could provide an opportunity for more target based integrated riverine tsetse fly control strategies.
Conclusion
Sticky small targets significantly caught more flies than biconical traps suggesting that they are more efficient sampling tools for G. f. fuscipes. Our study also showed male G. f. fuscipes preferred to first land on the blue part of the small target; a behaviour that could be exploited for disseminating biological control agents in populations for tsetse control.
Acknowledgements
We thank the staff of the International Centre of Insect Physiology and Ecology for their administrative and technical support. We are also thankful to Mr Stanley Maramba and Mr William Owigo for their field assistance.
Funding
This study was funded by the European Union’s integrated Biological Control Applied Research Programme (IBCARP) - tsetse repellent component grant number IBCARP DCI-FOOD/2014/346-739; UK’s Department for International Development (DFID); Swedish International Development Cooperation Agency (Sida); the Swedish Agency for Development and Cooperation (SDC); the University of Pretoria; the South African National Research Foundation’ IFRR to AAY and NRF/ CRP to CWWP and the Kenyan Government. The funding bodies had no role in the design of the study, collection, analysis and interpretation of data and writing of the manuscript. This study is part of the postgraduate research training fellowship awarded to NJM under the Dissertation Research Internship Programme (DRIP) administered by the International Centre of Insect Physiology and Ecology (icipe) and supported by the European Union. The views expressed herein do not necessarily reflect the official opinion of the donors.
Availability of data and materials
The data supporting the conclusions of this article are included within the article. All datasets used and/or analysed during the current study are available from the corresponding author upon request.
Abbreviations
- CI
confidence interval
- HAT
human African trypanosomiasis
- gHAT
Gambian human African trypanosomiasis
Authors’ contributions
NJM, RKS, BT, JI, AAY and CWWP conceived and designed the study. NJM collected samples and analysed the data. NJM, RKS, BT, JI, AAY and CWWP wrote the manuscript. All authors read and approved the final manuscript.
Ethics approval
Our study was conducted in conformity with the International Centre of Insect Physiology and Ecology ethical rules for animals.
Competing interests
The authors declare that they have no competing interest.
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Njelembo J. Mbewe, Email: jnjelembo@icipe.org
Rajinder K. Saini, Email: rsaini@pestinix.com
Baldwyn Torto, Email: btorto@icipe.org.
Janet Irungu, Email: jirungu@icipe.org.
Abdullahi A. Yusuf, Email: aayusuf@zoology.up.ac.za
Christian W. W. Pirk, Email: cwwpirk@zoology.up.ac.za
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data supporting the conclusions of this article are included within the article. All datasets used and/or analysed during the current study are available from the corresponding author upon request.