Abstract
Background
With Aedes aegypti mosquitoes now being released in field programmes aimed at disease suppression, there is interest in identifying factors influencing the mating and invasion success of released mosquitoes. One factor that can increase release success is size: released males may benefit competitively from being larger than their field counterparts. However, there could be a risk in releasing only large males if small field females avoid these males and instead prefer small males. Here we investigate this risk by evaluating mating success for mosquitoes differing in size.
Results
We measured mating success indirectly by coupling size with Wolbachia-infected or uninfected mosquitoes and scoring cytoplasmic incompatibility. Large females showed no evidence of a mating preference, whereas small males were relatively more successful than large males when mating with small females, exhibiting an advantage of around 20–25%.
Conclusions
Because field females typically encompass a wide range of sizes while laboratory reared (and released) males typically fall into a narrow size range of large mosquitoes, these patterns can influence the success of release programmes which rely on cytoplasmic incompatibility to suppress populations and initiate replacement invasions. Releases could include some small males generated under low food or crowded conditions to counter this issue, although this would need to be weighed against issues associated with costs of producing males of various size classes.
Electronic supplementary material
The online version of this article (10.1186/s13071-018-3028-9) contains supplementary material, which is available to authorized users.
Keywords: Aedes aegypti, Assortative mating, Body size, Wolbachia
Background
Aedes aegypti mosquitoes are currently being released around the world for disease suppression. Approaches include replacement strategies aimed at introducing Wolbachia infected mosquitoes that directly interfere with viral transmission [1, 2], and population suppression programmes that aim to release males that induce sterility through irradiation of males [3, 4] or incompatibility generated through Wolbachia [5, 6] which are currently underway (https://www.nea.gov.sg/corporate-functions/resources/research/wolbachia-aedes-mosquito-suppression-strategy; https://mosquitomate.com/?v=3.0). Other future possibilities include population suppression through the introduction of deleterious endosymbiont effects [7], strategies involving genetically modified mosquitoes [8–10] or a combination of approaches [11].
In these strategies, it is essential to release mosquitoes that can compete with those in natural populations, facilitating the replacement of one type of mosquito by another and/or the suppression through the induction of male sterility. This can be challenging because released mosquitoes can be at a disadvantage compared to those in natural systems. Various factors including pesticide susceptibility [12], adaptation to favourable laboratory conditions [13, 14], size reflecting nutrition [15, 16], inbreeding [17–19] and thermal acclimation will influence the ability of released insects to compete with resident populations. So far, most of these effects have not been studied much in the context of mosquito releases, except for body size [20].
The average size of released Ae. aegypti mosquitoes tends to be much larger than the average size of those from natural populations, while the variance in size tends to be much smaller [21]. In releases of Wolbachia leading to population replacement, released females were 18% larger than those obtained from field collections, with a coefficient of variation of 8% or more for field mosquitoes compared to < 4% for released mosquitoes [21]. This is no doubt a consequence of released mosquitoes being reared under favourable nutrition and temperature conditions. Under these conditions, larvae develop quickly and evenly, ensuring that adult releases involve the largest number of newly-emerged adults possible. When larval densities of Ae. aegypti are increased relative to food availability, adult size sharply decreases along with an increased variance in development time [22]. This can in turn slow the rate of Wolbachia incursion into populations [23].
Yet while large Ae. aegypti males may be at an apparent advantage as they tend to have a greater sperm capacity [24], transfer more sperm to females [16] and have a slower sperm depletion rate [25], there is also the possibility that some degree of assortative mating for size exists in populations as in Drosophila [26–28], water striders [29] and beetles [30]. In other species, there is evidence for mating preference influencing the impact of interventions. Wild populations of Ceratitis capitata [31] and Dacus cucurbitae [32] altered their mating preference in response to sterile insect releases. Releases of sterile Culex tarsalis males also failed to suppress wild populations as the wild and colonized mosquitoes exhibited a preference for their own type [33]. We have therefore explored whether females prefer similar-sized males by taking advantage of cytoplasmic incompatibility as a way of measuring relative mating success (cf. [34, 35]).
Methods
Mosquito strains and colony maintenance
Aedes aegypti mosquitoes were reared in an insectary under standard laboratory conditions as described previously [22]. Aedes aegypti infected with the wMel strain of Wolbachia (w+) were collected from Queensland in 2013, following field releases [1]. Uninfected (w-), wild-type mosquitoes were collected from Queensland in 2016 from areas outside the release zones. To maintain a similar genetic background between strains, wMel-infected females were crossed to uninfected males for at least three consecutive generations before commencing experiments [36]. wMel-infected mosquitoes were maintained in the laboratory for 12 generations before outcrossing, and uninfected mosquitoes were maintained in the laboratory for 6 generations before experiments commenced.
Generating large and small mosquitoes
Previous studies have generated small mosquitoes through larval crowding or constant low nutrition [15, 24]; however, this can greatly increase the variance and duration of larval development [22]. Since we required large numbers and synchronous larval development for the experiments, we altered nutrition during the fourth larval instar to generate mosquitoes of two distinct size classes with similar development times. Mosquitoes for the large size class were provided food ad libitum throughout their development; 500 larvae were reared in trays with 4 l of reverse osmosis (RO) water and provided with > 0.5 mg of TetraMin tropical fish food tablets (Tetra, Melle, Germany) per larva per day until pupation. Mosquitoes for the small size class were reared identically to the large size class for the first four days of their development. At this point (at 26 °C), most larvae will have committed to pupation but have not yet reached their maximum weight [37, 38]. Therefore, 96 h after hatching, larvae for the small size class were transferred to trays with 4 l of fresh RO water and then provided with 0.1 mg of TetraMin per larva per day until pupation. This rearing regime produced adults that developed at approximately the same rate but with two distinct size classes (Fig. 1). Pupae were removed from trays daily and placed into round plastic containers with 200 ml of water, and adults from each sex, size class and Wolbachia infection type were left to emerge into separate 19.7-l BugDorm-1® cages (MegaView Science Co., Ltd., Taichung City, Xitun District, Taiwan). Adults were matured for at least two days before being used in mating experiments.
Mating
We tested the ability of males from small and large size classes to compete against each other for access to small or large females in laboratory cages. We estimated mating competitiveness by crossing w- females with w- and w+ males held in equal proportions. In preliminary experiments under standard laboratory conditions, w- females mated to w+ males do not produce viable progeny (mean egg hatch proportion = 0, n = 6 groups), while crosses with w- females and w- males produce eggs that are almost all viable (mean = 0.917, SD = 0.047, n = 6 groups). We therefore used egg hatch rate as a proxy for mating success, with higher hatch rates indicating greater competitiveness of the w- male [34, 35]. We established eight crosses with w- males, w+ males and w- females of different size class combinations (Table 1). In each cross, 50 w+ and 50 w- males were aspirated into a 12 l plastic cage with mesh sides (30 × 20 × 20 cm) and allowed to mix for several minutes before 50 virgin w- females were aspirated into the same cage. Five replicate cages were established for each cross.
Table 1.
Cross | Female size class | w+ male size class | w- male size class | Replicates |
---|---|---|---|---|
1 | Large | Large | Large | 10 |
2 | Large | Small | Small | 10 |
3 | Large | Large | Small | 10 |
4 | Large | Small | Large | 10 |
5 | Small | Large | Large | 15 |
6 | Small | Small | Small | 15 |
7 | Small | Large | Small | 15 |
8 | Small | Small | Large | 15 |
Three days after establishing the cages, females were blood-fed, and a single cup filled with larval rearing water and lined with a sandpaper strip was added to each cage. Sandpaper strips were collected daily and photographed, and the number of eggs on each strip was counted in ImageJ using the Cell Counter plugin (https://imagej.nih.gov/ij/plugins/cell-counter.html). Eggs were hatched four days post-collection and larvae were counted four days after hatching. Egg hatch rates were estimated by dividing the total number of larvae by the number of eggs from each cage. In this method the cage is the unit of biological replication rather than individual mosquitoes or eggs. We therefore ignore variability in egg hatch and fecundity associated with individual females. We also conducted additional crosses to see if our results were repeatable; crosses with large females were repeated once, and crosses with small females were repeated two more times in later generations.
Confirmation of body size and Wolbachia infection status
We measured a sample of wings from large and small size classes to confirm that sizes fell into distinct groups. For each experiment, 20 males and 20 females from each size class and infection type were stored in 100% ethanol, and wings were measured according to methods described previously [39]. To confirm the Wolbachia infection status of mosquitoes used in the experiments, we screened 30 individuals from each group using a previously described quantitative real-time polymerase chain reaction assay [40].
Analysis
All data were analysed using SPSS Statistics 24.0 version for Windows (SPSS Inc, Chicago, IL). We ran a linear model with rearing condition and infection as fixed factors to investigate their impact on (untransformed) wing size. Experiment was included as a random factor in this design.
For the hatch rate data, we arcsine transformed hatch rates and then compared the male size classes. Again, experiment was included as a random factor in the design. We then used the data to compute the relative fitness of the small versus large males based on the proportional changes in hatch rates when large or small males were involved in the matings compared to average hatch rates. For instance, with average hatch rates for a particular class of females of have, the difference in fitness of small infected males with hatch rates hs relative to all treatments was computed as │hs-have│/have, with lower hatch rates indicating an advantage to the smaller males and vice versa.
Results
We measured the wing length of males and females from all groups to confirm that we generated adults of distinct size classes in each experiment (Fig. 1). In the first experiment where we produced females of both size classes, females from the small size class (mean = 2.59 mm, SD = 0.08) were 16% smaller on average than females from the large size class (mean = 3.08 mm, SD = 0.10, Fig. 1a); this difference was highly significant (general linear model: F(1, 38) = 323.812, P < 0.001). Females from the large size class differed in their wing length between experiments (F(1, 38) = 6.018, P = 0.019, Fig. 1a, d), which could indicate differences in rearing conditions across generations, however females from the small size class did not differ across experiments (F(2, 57) = 2.263, P = 0.113, Fig. 1a-c).
The different rearing conditions also produced males of two distinct size classes; males from the small size class (mean = 2.08 mm, SD = 0.08) were 12.5% smaller than males from the large size class (mean = 2.37 mm, SD = 0.08, general linear model: F(1, 306) = 1555.010, P < 0.001, Fig. 1). Wolbachia infection type had a significant effect on male size (F(1, 306) = 14.311, P < 0.001), though w+ males were only 1.2% smaller than w- males on average. Male wing length also differed across experiments (F(3, 306) = 35.504, P < 0.001), likely reflecting subtle differences in rearing conditions. However, this did not affect our ability to generate adults of two distinct sizes in all four experiments; interactions between rearing condition and experiment were not significant (F(3, 306) = 0.809, P = 0.490).
We compared differences in (arcsine transformed) egg hatch rate between crosses to determine any effects of male and female body size on mating success. For crosses with females from the large size class (Fig. 2a, b), egg hatch rate was unaffected by the male size class combination (general linear model: F(3, 32) = 0.657, P = 0.631), and there was no effect of experiment (F(3, 32) = 4.748, P = 0.117). Thus, mating competitiveness with large females appears to be unaffected by male body size.
In contrast to large females, we observed a consistent pattern indicating an effect of male body size on mating success with small females (Fig. 2c-e). In the first experiment, there was a difference among groups (general linear model: F(1, 16) = 3.971, P = 0.027) due to lower hatch rates than expected when small infected males competed with large uninfected females (Fig. 2c). Across all three experiments with small females, there was also a significant effect of male size class combination (F(3, 54) = 7.540, P < 0.001) and there was a significant effect of experiment (F(2, 54) = 14.897, P < 0.001), reflecting the lower hatch rates in the third experiment (Fig. 2e). Overall hatch rates can vary between experiments depending on the nature of the eggs laid and drying conditions, but these should be similar for all treatments within an experiment. The small infected males had an advantage over large uninfected males of around 20% (reduced hatch rate relative to overall average) while the small uninfected males had an advantage of around 27%.
Discussion
Effective mating is key to the success of Wolbachia release programmes aimed both at population suppression and at replacement. Here we show that where female Ae. aegypti are small, there is likely to be an increased mating success of small males. Because females mostly mate only once [41, 42], this results in a mating advantage to small males regardless of whether the males are infected or uninfected by Wolbachia. Therefore, although Wolbachia have no direct effect on mating [35, 43] except under particularly high or low frequencies [44], environmental effects as used here to generate mosquitoes of different sizes could influence mating success.
Other researchers have pointed to the potential advantages of matching the size of released males to field males [45]. With a mix of males reared under different conditions, it should be possible to approximate the range of sizes typically seen in the field. For instance, by rearing mosquitoes at high densities, Hancock et al. [46] produced mosquitoes whose size distribution closely matched what was observed in the field. Given that our experiments were conducted in small cages under laboratory conditions, the extent to which increased mating success of small males will translate to field conditions is unclear. Factors such as dispersal ability could be affected by body size and may influence the ability of males to successfully inseminate females in open field situations. Large Ae. aegypti males have distinct advantages relative to small males in other ways such as longevity [20] and sperm capacity [24] that could also contribute to increased mating success under field conditions.
More research on the importance of these factors in field mating success is needed. It would also be interesting to understand the reasons why small females prefer to mate with small males. We suspect that this preference could be due to difficulty in achieving successful mating with large males. In preliminary experiments it appears that more attempts may be required before mating is successful, and mating may tend to be restricted to only some surfaces in a cage (Ross, unpublished). These types of effects could make small females mating with large males more susceptible to predation during mating.
There are likely to be costs associated with modifications to rearing conditions that influence size. When producing males for release, high density/low food rearing usually results in staggered emergence [22], but synchronized emergence is desirable to ensure that males can be efficiently produced. In our experiments we could generate small males with little delay in development time; mass rearing procedures could simply alter the timing of feeding at the fourth larval instar to produce adults of a range of sizes [38]. However, this approach may not be feasible for sterile or incompatible insect programmes where only males are released, as sexing pupae by size becomes less reliable. For these programmes, it is doubtful whether a (maximum) fitness cost of 20–25% for large males would be countered by extra production costs required to produce small males, unless there was a large density dependent component not measured in this study that would increase the size of such costs.
Nevertheless, there are situations where the current results could be useful in increasing release success. For instance, in replacement strategies, Aedes aegypti mosquitoes are often released by placing eggs in containers which contain food and are left outside to produce both males and females. This strategy is currently being used in some wAlbB releases in Kuala Lumpur. In this situation where the release containers provide infected mosquitoes over an extended period, food could be limited to ensure that males having a range of sizes emerge from the release containers, however this could also slow the invasion of Wolbachia into a population [46].
Conclusions
We show that small Ae. aegypti females exhibit a preference for small males over large males in laboratory mating experiments. Females in the field typically encompass a wide range of sizes that cover the size range of lab-reared mosquitoes but also much smaller mosquitoes [21]. The release of only large males from the laboratory therefore could affect the success of release programmes. Our results are of relevance to control programmes that focus on the release of sterile or incompatible males, as well as programmes that involve the release of modified mosquitoes where the aim is to replace an existing mosquito population with a population of modified mosquitoes.
Additional file
Acknowledgements
The authors thank Véronique Paris and Jason Axford for technical assistance, and two anonymous reviewers for their useful feedback on the manuscript.
Funding
This work was supported by a program grant and a fellowship grant from the National Health and Medical Research Council. The funding agencies had no role in the design of the study or collection, analysis, and interpretation of data or in writing the manuscript.
Availability of data and materials
The datasets supporting the conclusions of this article are included within the article and its Additional file 1.
Authors’ contributions
AGC performed experiments, screened for Wolbachia infection and contributed to writing the manuscript. PAR performed experiments, measured wings, analysed data, generated figures and wrote the paper. AAH supervised the experiments, analyzed data and wrote the paper. All authors read and approved the final manuscript.
Blood-feeding of mosquitoes on human subjects was approved by the University of Melbourne Human Ethics Committee (approval #: 0723847). All volunteers provided informed written consent.
Not applicable.
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Ashley G. Callahan, Email: ashleygc@unimelb.edu.au
Perran A. Ross, Email: perran.ross@unimelb.edu.au
Ary A. Hoffmann, Email: ary@unimelb.edu.au
References
- 1.Hoffmann AA, Montgomery BL, Popovici J, Iturbe-Ormaetxe I, Johnson PH, Muzzi F, et al. Successful establishment of Wolbachia in Aedes populations to suppress dengue transmission. Nature. 2011;476:454–457. doi: 10.1038/nature10356. [DOI] [PubMed] [Google Scholar]
- 2.Schmidt TL, Barton NH, Rasic G, Turley AP, Montgomery BL, Iturbe-Ormaetxe I, et al. Local introduction and heterogeneous spatial spread of dengue-suppressing Wolbachia through an urban population of Aedes aegypti. PLoS Biol. 2017;15:e2001894. doi: 10.1371/journal.pbio.2001894. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Morlan HB, McCray EMJ, Kilpatrick JW. Field tests with sexually sterile males for control of Aedes aegypti. Mosq News. 1962;22:295–300. [Google Scholar]
- 4.Bellini R, Medici A, Puggioli A, Balestrino F, Carrieri M. Pilot field trials with Aedes albopictus irradiated sterile males in Italian urban areas. J Med Entomol. 2013;50:317–325. doi: 10.1603/ME12048. [DOI] [PubMed] [Google Scholar]
- 5.O’Connor L, Plichart C, Sang AC, Brelsfoard CL, Bossin HC, Dobson SL. Open release of male mosquitoes infected with a Wolbachia biopesticide: field performance and infection containment. PLoS Negl Trop Dis. 2012;6:e1797. doi: 10.1371/journal.pntd.0001797. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Mains JW, Brelsfoard CL, Rose RI, Dobson SL. Female adult Aedes albopictus suppression by Wolbachia-infected male mosquitoes. Sci Rep. 2016;6:33846. doi: 10.1038/srep33846. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Ritchie SA, Townsend M, Paton CJ, Callahan AG, Hoffmann AA. Application of wMelPop Wolbachia strain to crash local populations of Aedes aegypti. PLoS Negl Trop Dis. 2015;9:e0003930. doi: 10.1371/journal.pntd.0003930. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Harris AF, McKemey AR, Nimmo D, Curtis Z, Black I, Morgan SA, et al. Successful suppression of a field mosquito population by sustained release of engineered male mosquitoes. Nat Biotechnol. 2012;30:828–830. doi: 10.1038/nbt.2350. [DOI] [PubMed] [Google Scholar]
- 9.Lacroix R, McKemey AR, Raduan N, Kwee Wee L, Hong Ming W, Guat Ney T, et al. Open field release of genetically engineered sterile male Aedes aegypti in Malaysia. PLoS One. 2012;7:e42771. doi: 10.1371/journal.pone.0042771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Carvalho DO, McKemey AR, Garziera L, Lacroix R, Donnelly CA, Alphey L, et al. Suppression of a field population of Aedes aegypti in Brazil by sustained release of transgenic male mosquitoes. PLoS Negl Trop Dis. 2015;9:e0003864. doi: 10.1371/journal.pntd.0003864. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Zhang D, Lees RS, Xi Z, Bourtzis K, Gilles JR. Combining the sterile insect technique with the incompatible insect technique: III-Robust mating competitiveness of irradiated triple Wolbachia-infected Aedes albopictus males under semi-field conditions. PLoS One. 2016;11:e0151864. doi: 10.1371/journal.pone.0151864. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Hoffmann AA, Turelli M. Facilitating Wolbachia introductions into mosquito populations through insecticide-resistance selection. Proc Biol Sci. 2013;280:20130371. doi: 10.1098/rspb.2013.0371. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Baeshen R, Ekechukwu NE, Toure M, Paton D, Coulibaly M, Traoré SF, et al. Differential effects of inbreeding and selection on male reproductive phenotype associated with the colonization and laboratory maintenance of Anopheles gambiae. Malar J. 2014;13:19. doi: 10.1186/1475-2875-13-19. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Ekechukwu NE, Baeshen R, Traore SF, Coulibaly M, Diabate A, Catteruccia F, et al. Heterosis increases fertility, fecundity, and survival of laboratory-produced F1 hybrid males of the malaria mosquito Anopheles coluzzii. G3 (Bethesda). 2015;5:2693–709. [DOI] [PMC free article] [PubMed]
- 15.Briegel H. Metabolic relationship between female body size, reserves, and fecundity of Aedes aegypti. J Insect Physiol. 1990;36:165–172. doi: 10.1016/0022-1910(90)90118-Y. [DOI] [Google Scholar]
- 16.Ponlawat A, Harrington LC. Factors associated with male mating success of the dengue vector mosquito, Aedes aegypti. Am J Trop Med Hyg. 2009;80:395–400. [PubMed] [Google Scholar]
- 17.Koenraadt CJ, Kormaksson M, Harrington LC. Effects of inbreeding and genetic modification on Aedes aegypti larval competition and adult energy reserves. Parasit Vectors. 2010;3:92. doi: 10.1186/1756-3305-3-92. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.O’Donnell D, Armbruster P. Inbreeding depression affects life-history traits but not infection by Plasmodium gallinaceum in the Asian tiger mosquito, Aedes albopictus. Infect Genet Evol. 2010;10:669–677. doi: 10.1016/j.meegid.2010.03.011. [DOI] [PubMed] [Google Scholar]
- 19.Ross PA, Endersby-Harshman NM, Hoffmann AA. A comprehensive assessment of inbreeding and laboratory adaptation in Aedes aegypti mosquitoes: bioRxiv; 2017. https://www.biorxiv.org/content/early/2017/12/21/237776. [DOI] [PMC free article] [PubMed]
- 20.Maciel-De-Freitas R, Codeco CT, Lourenco-De-Oliveira R. Body size-associated survival and dispersal rates of Aedes aegypti in Rio de Janeiro. Med Vet Entomol. 2007;21:284–292. doi: 10.1111/j.1365-2915.2007.00694.x. [DOI] [PubMed] [Google Scholar]
- 21.Yeap HL, Endersby NM, Johnson PH, Ritchie SA, Hoffmann AA. Body size and wing shape measurements as quality indicators of Aedes aegypti mosquitoes destined for field release. Am J Trop Med Hyg. 2013;89:78–92. doi: 10.4269/ajtmh.12-0719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ross PA, Axford JK, Richardson KM, Endersby-Harshman NM, Hoffmann AA. Maintaining Aedes aegypti mosquitoes infected with Wolbachia. J Vis Exp. 2017;126:e56124. doi: 10.3791/56124. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Hancock PA, White VL, Ritchie SA, Hoffmann AA, Godfray HC. Predicting Wolbachia invasion dynamics in Aedes aegypti populations using models of density-dependent demographic traits. BMC Biol. 2016;14:96. doi: 10.1186/s12915-016-0319-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ponlawat A, Harrington LC. Age and body size influence male sperm capacity of the dengue vector Aedes aegypti (Diptera: Culicidae) J Med Entomol. 2007;44:422–426. doi: 10.1093/jmedent/44.3.422. [DOI] [PubMed] [Google Scholar]
- 25.Helinski MEH, Harrington LC. Male mating history and body size influence female fecundity and longevity of the dengue vector Aedes aegypti. J Med Entomol. 2011;48:202–211. doi: 10.1603/ME10071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Partridge L, Farquhar M. Lifetime mating success of male fruitflies (Drosophila melanogaster) is related to their size. Animal Behaviour. 1983;31:871–877. doi: 10.1016/S0003-3472(83)80242-5. [DOI] [Google Scholar]
- 27.Partridge L, Hoffmann A, Jones JS. Male size and mating success in Drosophila melanogaster and D. pseudoobscura under field conditions. Animal Behaviour. 1987;35:468–476. doi: 10.1016/S0003-3472(87)80272-5. [DOI] [Google Scholar]
- 28.Markow TA, Ricker JP. Male size, developmental stability, and mating success in natural populations of three Drosophila species. Heredity. 1992;69:122–27. [DOI] [PubMed]
- 29.Arnqvist G, Rowe L, Krupa JJ, Sih A. Assortative mating by size: a meta-analysis of mating patterns in water striders. Evol Ecol. 1996;10:265–284. doi: 10.1007/BF01237684. [DOI] [Google Scholar]
- 30.Harari AR, Handler AM, Landolt PJ. Size-assortative mating, male choice and female choice in the curculionid beetle Diaprepes abbreviatus. Anim Behav. 1999;58:1191–1200. doi: 10.1006/anbe.1999.1257. [DOI] [PubMed] [Google Scholar]
- 31.McInnis D, Lance D, Jackson C. Behavioral resistance to the sterile insect technique by Mediterranean fruit fly (Diptera: Tephritidae) in Hawaii. Ann Entomol Soc Am. 1996;89:739–744. doi: 10.1093/aesa/89.5.739. [DOI] [Google Scholar]
- 32.Hibino Y, Iwahashi O. Appearance of wild females unreceptive to sterilized males on Okinawa Is. in the eradication program of the melon fly, Dacus cucurbitae Coquillett (Diptera: Tephritidae) Appl Entomol Zool. 1991;26:265–270. doi: 10.1303/aez.26.265. [DOI] [Google Scholar]
- 33.Reisen W, Milby M, Asman S, Bock M, Meyer R, McDonald P, et al. Attempted suppression of a semi-isolated Culex tarsalis population by the release of irradiated males: a second experiment using males from a recently colonized strain. Mosq News. 1982;42:565–575. [Google Scholar]
- 34.Chambers EW, Hapairai L, Peel BA, Bossin H, Dobson SL. Male mating competitiveness of a Wolbachia-introgressed Aedes polynesiensis strain under semi-field conditions. PLoS Negl Trop Dis. 2011;5:e1271. doi: 10.1371/journal.pntd.0001271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Segoli M, Hoffmann AA, Lloyd J, Omodei GJ, Ritchie SA. The effect of virus-blocking Wolbachia on male competitiveness of the dengue vector mosquito, Aedes aegypti. PLoS Negl Trop Dis. 2014;8:e3294. doi: 10.1371/journal.pntd.0003294. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Yeap HL, Mee P, Walker T, Weeks AR, O’Neill SL, Johnson P, et al. Dynamics of the “popcorn” Wolbachia infection in outbred Aedes aegypti informs prospects for mosquito vector control. Genetics. 2011;187:583–595. doi: 10.1534/genetics.110.122390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Lan Q, Grier CA. Critical period for pupal commitment in the yellow fever mosquito, Aedes aegypti. J Insect Physiol. 2004;50:667–676. doi: 10.1016/j.jinsphys.2004.04.012. [DOI] [PubMed] [Google Scholar]
- 38.Telang A, Frame L, Brown MR. Larval feeding duration affects ecdysteroid levels and nutritional reserves regulating pupal commitment in the yellow fever mosquito Aedes aegypti (Diptera: Culicidae) J Exp Biol. 2007;210:854–864. doi: 10.1242/jeb.02715. [DOI] [PubMed] [Google Scholar]
- 39.Ross PA, Endersby NM, Hoffmann AA. Costs of three Wolbachia infections on the survival of Aedes aegypti larvae under starvation conditions. PLoS Negl Trop Dis. 2016;10:e0004320. doi: 10.1371/journal.pntd.0004320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Lee SF, White VL, Weeks AR, Hoffmann AA, Endersby NM. High-throughput PCR assays to monitor Wolbachia infection in the dengue mosquito (Aedes aegypti) and Drosophila simulans. Appl Environ Microbiol. 2012;78:4740–4743. doi: 10.1128/AEM.00069-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Degner EC, Harrington LC. Polyandry depends on postmating time interval in the dengue vector Aedes aegypti. Am J Trop Med Hyg. 2016;94:780–5. [DOI] [PMC free article] [PubMed]
- 42.Carvalho DO, Chuffi S, Ioshino RS, Marques ICS, Fini R, Costa MK, et al. Mosquito pornoscopy: observation and interruption of Aedes aegypti copulation to determine female polyandric event and mixed progeny. PLoS One. 2018;13:e0193164. doi: 10.1371/journal.pone.0193164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Turley AP, Zalucki MP, O’Neill SL, McGraw EA. Transinfected Wolbachia have minimal effects on male reproductive success in Aedes aegypti. Parasit Vectors. 2013;6:36. doi: 10.1186/1756-3305-6-36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Yeap HL, Endersby-Harshman NM, Hoffmann AA. The effect of non-random mating on Wolbachia dynamics: implications for population replacement and sterile releases in Aedes mosquitoes. Am J Trop Med Hyg. 2018; 10.4269/ajtmh.18-0178. [DOI] [PMC free article] [PubMed]
- 45.Cator LJ, Zanti Z. Size, sounds and sex: interactions between body size and harmonic convergence signals determine mating success in Aedes aegypti. Parasit Vectors. 2016;9:622. doi: 10.1186/s13071-016-1914-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Hancock PA, White VL, Callahan AG, Godfray CHJ, Hoffmann AA, Ritchie SA. Density-dependent population dynamics in Aedes aegypti slow the spread of wMel Wolbachia. J Appl Ecol. 2016;53:785–793. doi: 10.1111/1365-2664.12620. [DOI] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets supporting the conclusions of this article are included within the article and its Additional file 1.