Abstract
Background
Some Plasmodium species have the ability to modify the behaviour of their mosquito vectors. This is thought to be an adaptive strategy that maximizes the parasite’s transmission.
Methods
The effect of Plasmodium relictum infections on the blood feeding behaviour of Culex pipiens quinquefasciatus mosquitoes was monitored.
Results
Plasmodium infections did not alter the proportion of blood fed mosquitoes but they did affect the dynamics and the size of the blood meal. Sporozoite-infected mosquitoes completed their blood meal 1.3 times later than uninfected mosquitoes and ended up with smaller blood meals.
Conclusion
The potential adaptive nature of this manipulation of mosquito behaviour is discussed in the light of previous studies on other malaria models.
Electronic supplementary material
The online version of this article (10.1186/s12936-019-2690-5) contains supplementary material, which is available to authorized users.
Keywords: Plasmodium relictum, Malaria, Culex pipiens, Blood feeding, Vector behaviour
Background
Malaria transmission is tied to the behaviour of its insect vectors [1–3]. Several studies have shown how Plasmodium parasites have evolved strategies to modify the foraging and feeding behaviour of their mosquito vectors in order to enhance malaria transmission [1–3]. This adaptive manipulation of the behaviour of mosquitoes may take place at two different steps of the malaria life cycle. First, parasite manipulation may turn infected hosts into more attractive targets for uninfected vectors [4–6]. Indeed, several studies found that uninfected mosquitoes show a preference for feeding on infected hosts (but see contradictory results obtained by [7] and [8]). This preference has been shown for human [9], avian [10, 11], and rodent Plasmodium parasites [12]. Second, parasites may also manipulate the behaviour of infected vectors [4–6]. For instance, malaria-infected Anopheles mosquitoes express enhanced attraction to human odours [13] and are more likely to approach and to attempt to feed on humans than uninfected ones [14]. In addition, after landing on the host, mosquitoes infected with the transmissible parasite stages of Plasmodium have been shown to exhibit higher host probing and biting rates and/or longer blood meals [14–19]. These studies illustrate how a better knowledge of the biting behaviour of the vector can have important consequences for the epidemiological dynamics of vector-borne diseases [6, 20].
In recent years, avian malaria has emerged as a unique animal model for understanding the ecology and evolution of Plasmodium parasites [21]. Previous work carried out using the natural Culex pipiens sensu lato-Plasmodium relictum mosquito-parasite combination has shown that parasite infection increases the attractiveness of birds to both uninfected and infected mosquitoes [10]. Note however that contradictory results have been obtained by [22] and [23]. Unfortunately, it is difficult to pinpoint the reason for this discrepancy because different experimental protocols and/or host species were used. The present study explores another manipulative trait of avian Plasmodium parasites: their ability to modify the feeding behaviour of mosquitoes. In particular, this work monitors whether mosquitoes infected with the transmissible (sporozoite) stages of Plasmodium differ from their uninfected counterparts in: (i) the probability of feeding on an uninfected bird, (ii) the dynamics of the blood feeding, i.e. the time they require to find the host and complete the blood feeding bout, and (iii) the size of the blood meal ingested. For this purpose, uninfected and sporozoite-infected female Culex pipiens were paint-marked and given the opportunity to blood feed on uninfected birds. The cages were visited regularly and all resting, blood-fed mosquitoes removed, their infection status recorded and the size of the blood meal ingested quantified.
This experimental set up was used to test three predictions following from a scenario of Plasmodium manipulation of mosquito behaviour: First, all else being equal, sporozoite-infected mosquitoes are expected to be more motivated to blood feed than their uninfected counterparts. As a result, the blood feeding success (total proportion of blood fed mosquitoes at the end of the experiment) may be higher for sporozoite-infected than for uninfected mosquitoes. Second, a higher motivation to blood feed may also translate into faster blood feeding dynamics (the time required to initiate and complete the blood feeding bout). Third, sporozoite-infected mosquitoes are expected to obtain smaller blood meals and therefore lead to non-satiated mosquitoes which are, in turn, expected to be more motivated to look for alternative hosts [24].
Methods
Malaria parasites and birds
Plasmodium relictum (lineage SGS1) is the most prevalent form of avian malaria parasite in Europe [21] and was used to infect the canary birds and the mosquitoes in the present study. This generalist Plasmodium parasite lineage was originally isolated from wild house sparrows and maintained in the laboratory via subsequent passages to naïve canaries by intraperitoneal injection of infected blood or by completing the parasite cycle through mosquitoes [25]. Mosquitoes of the Culex pipiens complex are the main vectors of P. relictum in the field [26, 27].
Prior to the onset of the experiment, 1-year old domestic canaries (Serinus canaria) were screened to be free from any haemosporidian infection [10, 11]. Birds used for mosquito infection were experimentally infected by intraperitoneal injection of ca. 50–100 µL of infected blood from an infected canary stock. Infection success was monitored 10 days post inoculation using thin blood smears.
Infected and uninfected mosquitoes
Experiments were conducted with a laboratory strain of Culex pipiens quinquefasciatus (SLAB) [11]. Mosquitoes were reared under standard conditions [28]. Infected and uninfected mosquitoes were obtained as previously described in [11]. Seven cages, each containing around 120 female mosquitoes (6–7 day old after emergence), were set up. Distinct canary birds were used to blood feed mosquitoes from each of the seven mosquito cages. Four cages were provided with an infected canary, while the three other cages were provided with an uninfected one. The four infected birds were inoculated with the parasite 12 days earlier following standard laboratory procedures, and were thus in the acute phase of the infection [25]. Previous work has shown that this protocol ensures that > 90% of the mosquitoes become infected [28]. Unfed mosquitoes were discarded. Four days after the infected or uninfected blood meal (day 4 post blood meal, pbm), and until the beginning of the behavioural assay, cages were provided with a water-filled plastic tray to allow females to lay their eggs. On day 7 pbm, a sample of five mosquitoes were haphazardly collected from each of the seven cages and dissected to monitor the presence of oocysts in the midgut.
Experimental design
The experiment was carried out 13 days pbm [11], when Plasmodium has reached the salivary glands (sporozoite stage), and can be transmitted to novel hosts. Given that P. relictum sporogony is asynchronous, some midgut oocysts may, however, still be developing at this stage [29]. Four days before the assays, mosquitoes were marked using small amount of either pink or yellow fluorescent powder applied as a dust storm [11]. The two colours were used in rotation to mark uninfected and infected mosquitoes to avoid a potential colour effect.
To minimize host defensive behaviours that may alter the mosquito feeding process during the assay, birds were immobilized in a specially designed PVC tube that rendered their legs accessible to the mosquitoes while protecting the rest of the body from the bites [10]. Six uninfected birds were used for the experiment. Each bird was placed inside a cage (dimensions L40 × W30 × H30 cm) with around 45 uninfected and 45 sporozoite-infected mosquitoes. Each batch of infected and uninfected mosquitoes contained a similar proportion of mosquitoes from the 4 infected and 3 uninfected cages, respectively.
Mosquitoes were allowed to feed for 3 h (from 7 to 10 pm). Every 10 min, blood-fed mosquitoes were retrieved from the cages using an aspirator and stored in separate plastic vials. Unfed mosquitoes were also collected at the end of the experiment. The numbers of sporozoite-infected and uninfected mosquitoes (assessed upon the observation of the colour powder under the binoculars) were determined for each sampling time-point. Samples were frozen until the blood meal quantification assay.
Blood meal size
The amount of blood ingested by the mosquitoes was determined using a colorimetric assay to quantify the concentration of haemoglobin in the sample following the protocol described by Briegel et al. [30]. Prior to the assay, a wing was collected and its length was measured (using Image J software) to get a proxy of the size of mosquitoes. Individual mosquitoes were dissected and their whole abdomens crushed in 0.5 mL of Drabkin’s solution. The samples were incubated for 20 min at room temperature. Then, 0.5 mL chloroform was added and samples were centrifuged for 5 min at 6000 rpm. The supernatant (200 µL) was collected and the amount of haemoglobin in the solution was estimated by the optical density measured in a spectrophotometer at 540 nm.
Statistical analyses
The analyses were carried out using R (v. 3.4.1). Blood feeding success was analyzed using a generalized linear mixed-model (package lme4, glmer function, binomial distribution) and the dynamics of blood feeding was analysed using a Cox proportional hazards mixed effect model (package coxme, coxme function) with unfed mosquitoes applied as a censor. In this case, the hazard function is the instantaneous rate of change in the log number of blood-fed mosquitoes per unit of time [31]. Hazard ratio (HR) was obtained from the model as an estimate of the ratio between the instantaneous change in blood-feeding success between the infected and uninfected groups. Models were fitted by specifying mosquito infection status (infected, uninfected) as a fixed effect and the bird identity as a random effect. Model significance was tested by comparing the change in deviance with and without the term using a χ2 distribution. Estimates of median feeding time (and confidence intervals) were obtained using survival fits (package survival, survfit function).
Blood meal sizes (OD values) were analysed using linear mixed-models (package nlme, lme function, normal distribution). Models were fitted with mosquito infection status, size and their interaction as fixed effects, and the bird identity as a random effect. Models were simplified by sequentially eliminating non-significant terms (P > 0.05) to obtain minimal adequate models using a standard procedure of likelihood comparison (using the function anova.lme specifying a marginal type test). Significant P values in the text are for the minimal models whereas non-significant values refer to those obtained before the deletion of the term from the model. Three individuals with negative OD values for the blood meal assay had been removed from the data set.
Results
The dissection of mosquitoes on day 7 pbm revealed that all mosquitoes that fed on infected birds had at least one oocyst (see Additional file 1: Table S1). There were no significant differences in size between infected and uninfected mosquitoes (wing length infected: 3306 ± 9 µm, uninfected: 3316 ± 9 µm; F1, 402 = 0.63, P = 0.4284).
The blood feeding success (proportion of mosquitoes that obtained a blood meal after the 3 h period) did not depend on whether mosquitoes were infected (mean ± se: 0.78 ± 0.03) or uninfected (0.83 ± 0.04; = 1.96, P = 0.1617). However, the analysis of the proportion of blood-fed mosquitoes after 1 h revealed that uninfected mosquitoes had a significantly higher blood feeding success than their uninfected counterparts (uninfected: 0.46 ± 0.04, infected: 0.31 ± 0.03; = 12.4, P < 10−3). The contrast between the results after 1 h and 3 h suggests that infected and uninfected mosquitoes did not feed at the same speed.
Indeed, P. relictum infection has a significant effect on the blood feeding dynamics (HR ± s.e. = 0.26 ± 0.098, = 6.93, P = 0.0083; Fig. 1). On average, uninfected mosquitoes completed their blood meal, i.e. were found blood fed and resting on the walls of the cage, significantly faster than their sporozoite-infected counterparts (median times [and 95% confidence intervals]; uninfected: 80 min [60,90], infected: 110 min [100,120]).
Plasmodium-infected mosquitoes took smaller blood meals (OD 0.197 ± 0.005) than their uninfected counterparts (OD 0.218 ± 0.005) (infection effect F1,400 = 6.46, P = 0.011; Fig. 2). Mosquito size explained part of the variation in the blood meal size (F1,400 = 8.34 P = 0.004) with bigger mosquitoes taking a larger amount of blood. Interestingly, in both infected and uninfected mosquitoes, the size of the blood meal decreased with time, i.e. mosquitoes that fed later also took smaller blood meals (time effect F1,400 = 5.73, P = 0.017; Fig. 2).
Discussion
These results show that the infection of Culex pipiens quinquefasciatus by P. relictum does not influence the proportion of blood fed mosquitoes retrieved at the end of this experiment. Both sporozoite-infected (79%) and uninfected mosquitoes (83%) were as likely to take a blood meal during the 3 h experiment (Fig. 1). Interestingly, however, a very different conclusion would have been reached had the experiment been run for 1 h. Indeed, since on average uninfected mosquitoes completed their blood meal 1.3 times faster than their sporozoite-infected counterparts, at the end of the first hour amongst the blood fed mosquitoes there were significantly more uninfected mosquitoes than uninfected ones. These results highlight the critical impact that different experimental protocols can have on the conclusions obtained from this type of behavioural studies and may explain some of the contradictory results obtained in studies aiming to investigate the manipulation of host-choice behaviour by Plasmodium parasites [7, 8, 22, 23].
There are several potential explanations for the significant impact of a Plasmodium infection on the dynamics of mosquito blood-feeding behaviour. The measurement of blood feeding dynamics compounded several different events: the off-host behaviour (the time required to locate the host and the ‘motivation’ to subsequently feed on it) and the on-host behaviour (the time required to probe and complete the blood meal). Each of these steps could have been negatively, and potentially independently, affected by the parasite infection. Regarding the off-host behaviour, infected mosquitoes may have taken longer to locate the host and may thus have started their feeding bout later than uninfected mosquitoes. If so, the lowered host seeking performance of infected mosquitoes would not be an adaptive manipulative trait of the parasite (as such an impaired host-seeking would hamper its transmission), but rather an expression of its virulence (i.e. a by-product of the infection).
Alternatively, uninfected and infected mosquitoes may have been equally efficient or ‘motivated’ to feed on the host, but infected mosquitoes may have taken longer probing and ingesting the blood (on-host behaviour). Indeed, the presence of sporozoites in the salivary glands of infected mosquitoes has been shown to reduce the production of apyrase: a salivary enzyme that plays a key role in the blood feeding process of many haematophagous insects, including mosquitoes [32]. The apyrase inhibits ADP-dependent platelet aggregation (haemostasis) thereby shortening the blood probing behaviour and facilitating blood intake. Previous work has shown that infection by Plasmodium gallinaceum in Aedes aegypti leads to a one-fourth reduction of the apyrase activity in the saliva [15], resulting in multiple probing (twice more attempts in infectious than uninfected mosquitoes) and prolonged vector-host contact [14, 15]. The hypothesis that P. relictum may act on apyrase activity is also consistent with the observation that Plasmodium-infected mosquitoes take smaller blood meals (Fig. 2). However, blood meal size is also explained by the timing of the blood meal: mosquitoes that feed later also take somewhat smaller blood meals (Fig. 2). This slight, albeit statistically significant, negative relationship between blood meal size and time could also partially explain the smaller blood meals of infected mosquitoes, since they fed, on average, later than their uninfected counterparts. The reasons for the decrease in blood meal size with time remain to be determined, but may be due to a dynamic host response to the continued exposure to the mosquito saliva, including changes in haemostasis (blood coagulation, platelet aggregation and vasoconstriction) and immunity [33].
Additional behavioural, physiological and olfactory experiments are needed to confirm which step of the mosquito behaviour is affected by the infection (off-host or on-host behaviour) and to identify the mechanisms underlying these behavioural modifications. This will go a long way towards establishing whether these behavioural modifications result from parasite adaptations or whether they are simply triggered by a general response to an immune challenge [34–36]. Analysis of the costs and benefits of this behavioural change are also needed to evaluate their implication on the epidemiology and evolution of the parasite [6, 37, 38].
Conclusion
This study shows that Plasmodium relictum infections affect the dynamics of the blood feeding behaviour of Culex pipiens quinquefasciatus mosquitoes. Sporozoite-infected mosquitoes completed their blood meal later than uninfected mosquitoes and ended up with smaller blood meals. At first sight, this effect may seem maladaptive for the parasite, but a slower ability to take up a blood meal may result from a modification of the ability of the infected mosquito to blood feed and could result in higher transmission rates. Additional experiments are needed to confirm which step of the mosquito behaviour is affected by the infection. The adaptive nature of these behavioural modifications requires a careful evaluation of the fitness costs and benefits for the parasite.
Additional files
Authors’ contributions
Conceived and designed the experiment: SC SG. Performed the experiment: SC. Performed lab work: AN. Analysed the data: SC SG. Wrote the paper: SC AR SG. All authors read and approved the final manuscript.
Acknowledgements
This work was funded by the CNRS, the ERC Starting Grant 243054 EVOLEPID, and the ANR EVOMALWILD to SG.
Competing interests
The authors declare that they have no competing interests.
Consent for publication
Not applicable.
Data availability
The raw data will be made available through an open data repository (e.g. Dryad) upon acceptance of the manuscript.
Ethical statement
Animal experiments were carried out in strict accordance with the “National Charter on the Ethics of Animal Experimentation” of the French Government, and all efforts were made to minimize suffering. Experiments were approved by the Ethical Committee for Animal Experimentation established by the authors’ institution (CNRS) under the auspices of the French Ministry of Education and Research (permit number CEEA- LR-1051).
Funding
This work was funded by the CNRS and the ERC Starting Grant 243054 EVOLEPID and the ANR Grant EVOMALWILD ANR-17-CE35-0012-01 to SG.
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Hurd H. Manipulation of medically important insect vectors by their parasites. Annu Rev Entomol. 2003;48:141–161. doi: 10.1146/annurev.ento.48.091801.112722. [DOI] [PubMed] [Google Scholar]
- 2.Lefèvre T, Thomas F. Behind the scene, something else is pulling the strings: emphasizing parasitic manipulation in vector-borne diseases. Infect Genet Evol. 2008;8:504–519. doi: 10.1016/j.meegid.2007.05.008. [DOI] [PubMed] [Google Scholar]
- 3.Cator LJ, Lynch PA, Read AF, Thomas MB. Do malaria parasites manipulate mosquitoes? Trends Parasitol. 2012;28:466–470. doi: 10.1016/j.pt.2012.08.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Kingsolver JG. Mosquito host choice and the epidemiology of malaria. Am Nat. 1987;130:811–827. doi: 10.1086/284749. [DOI] [Google Scholar]
- 5.Antonovics J, Iwasa Y, Hassell MP. A Generalized model of parasitoid, venereal, and vector-based transmission processes. Am Nat. 1995;145:661–675. doi: 10.1086/285761. [DOI] [Google Scholar]
- 6.Gandon S. Evolution and manipulation of vector host choice. Am Nat. 2018;192:23–34. doi: 10.1086/697575. [DOI] [PubMed] [Google Scholar]
- 7.Burkot TR, Narara A, Paru R, Graves PM, Garner P. Human host selection by anophelines: no evidence for preferential selection of malaria or microfilariae-infected individuals in a hyperendemic area. Parasitology. 1989;98:337–342. doi: 10.1017/S0031182000061400. [DOI] [PubMed] [Google Scholar]
- 8.Nguyen PL, Vantaux A, Hien DF, Dabiré KR, Yameogo BK, Gouagna LC, et al. No evidence for manipulation of Anopheles gambiae, An. coluzzii and An. arabiensis host preference by Plasmodium falciparum. Sci Rep. 2017;7:9415. doi: 10.1038/s41598-017-09821-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Lacroix R, Mukabana WR, Gouagna LC, Koella JC. Malaria infection increases attractiveness of humans to mosquitoes. PLoS Biol. 2005;3:e298. doi: 10.1371/journal.pbio.0030298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Cornet S, Nicot A, Rivero A, Gandon S. Malaria infection increases bird attractiveness to uninfected mosquitoes. Ecol Lett. 2013;16:323–329. doi: 10.1111/ele.12041. [DOI] [PubMed] [Google Scholar]
- 11.Cornet S, Nicot A, Rivero A, Gandon S. Both infected and uninfected mosquitoes are attracted toward malaria infected birds. Malar J. 2013;12:179. doi: 10.1186/1475-2875-12-179. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Moraes CMD, Stanczyk NM, Betz HS, Pulido H, Sim DG, Read AF, et al. Malaria-induced changes in host odors enhance mosquito attraction. Proc Natl Acad Sci USA. 2014;111:11079–11084. doi: 10.1073/pnas.1405617111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Smallegange RC, van Gemert G-J, van de Vegte-Bolmer M, Gezan S, Takken W, Sauerwein RW, et al. Malaria infected mosquitoes express enhanced attraction to human odor. PLoS One. 2013;8:e63602. doi: 10.1371/journal.pone.0063602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Wekesa JW, Copeland RS, Mwangi RW. Effect of Plasmodium falciparum on blood feeding behavior of naturally infected Anopheles mosquitoes in western Kenya. Am J Trop Med Hyg. 1992;47:484–488. doi: 10.4269/ajtmh.1992.47.484. [DOI] [PubMed] [Google Scholar]
- 15.Rossignol PA, Ribeiro JM, Spielman A. Increased intradermal probing time in sporozoite-infected mosquitoes. Am J Trop Med Hyg. 1984;33:17–20. doi: 10.4269/ajtmh.1984.33.17. [DOI] [PubMed] [Google Scholar]
- 16.Anderson RA, Koella JC, Hurd H. The effect of Plasmodium yoelii nigeriensis infection on the feeding persistence of Anopheles stephensi Liston throughout the sporogonic cycle. Proc Biol Sci. 1999;266:1729–1733. doi: 10.1098/rspb.1999.0839. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Anderson RA, Knols BG, Koella JC. Plasmodium falciparum sporozoites increase feeding-associated mortality of their mosquito hosts Anopheles gambiae s.l. Parasitology. 2000;120(4):329–333. doi: 10.1017/S0031182099005570. [DOI] [PubMed] [Google Scholar]
- 18.Koella JC, Rieu L, Paul REL. Stage-specific manipulation of a mosquito’s host-seeking behavior by the malaria parasite Plasmodium gallinaceum. Behav Ecol. 2002;13:816–820. doi: 10.1093/beheco/13.6.816. [DOI] [Google Scholar]
- 19.Ferguson HM, Read AF. Mosquito appetite for blood is stimulated by Plasmodium chabaudi infections in themselves and their vertebrate hosts. Malar J. 2004;3:12. doi: 10.1186/1475-2875-3-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Cator LJ, Lynch PA, Thomas MB, Read AF. Alterations in mosquito behaviour by malaria parasites: potential impact on force of infection. Malar J. 2014;13:164. doi: 10.1186/1475-2875-13-164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Rivero A, Gandon S. Evolutionary ecology of avian malaria: past to present. Trends Parasitol. 2018;34:712–726. doi: 10.1016/j.pt.2018.06.002. [DOI] [PubMed] [Google Scholar]
- 22.Lalubin F, Bize P, van Rooyen J, Christe P, Glaizot O. Potential evidence of parasite avoidance in an avian malarial vector. Anim Behav. 2012;84:539–545. doi: 10.1016/j.anbehav.2012.06.004. [DOI] [Google Scholar]
- 23.Yan J, Puente J, Gangoso L, Gutiérrez-López R, Soriguer R, Figuerola J. Avian malaria infection intensity influences mosquito feeding patterns. Int J Parasitol. 2018;48:257–264. doi: 10.1016/j.ijpara.2017.09.005. [DOI] [PubMed] [Google Scholar]
- 24.Rossignol PA, Ribeiro JM, Spielman A. Increased biting rate and reduced fertility in sporozoite-infected mosquitoes. Am J Trop Med Hyg. 1986;35:277–279. doi: 10.4269/ajtmh.1986.35.277. [DOI] [PubMed] [Google Scholar]
- 25.Pigeault R, Vézilier J, Cornet S, Zélé F, Nicot A, Perret P, et al. Avian malaria: a new lease of life for an old experimental model to study the evolutionary ecology of Plasmodium. Phil Trans R Soc B. 2015;370:20140300. doi: 10.1098/rstb.2014.0300. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Ventim R, Ramos JA, Osório H, Lopes RJ, Pérez-Tris J, Mendes L. Avian malaria infections in western European mosquitoes. Parasitol Res. 2012;111:637–645. doi: 10.1007/s00436-012-2880-3. [DOI] [PubMed] [Google Scholar]
- 27.Zélé F, Vézilier J, L’Ambert G, Nicot A, Gandon S, Rivero A, et al. Dynamics of prevalence and diversity of avian malaria infections in wild Culex pipiens mosquitoes: the effects of Wolbachia, filarial nematodes and insecticide resistance. Parasit Vectors. 2014;7:437. doi: 10.1186/1756-3305-7-437. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Vézilier J, Nicot A, Gandon S, Rivero A. Insecticide resistance and malaria transmission: infection rate and oocyst burden in Culex pipiens mosquitoes infected with Plasmodium relictum. Malar J. 2010;9:379. doi: 10.1186/1475-2875-9-379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Kazlauskienė R, Bernotienė R, Palinauskas V, Iezhova TA, Valkiūnas G. Plasmodium relictum (lineages pSGS1 and pGRW11): complete synchronous sporogony in mosquitoes Culex pipiens pipiens. Exp Parasitol. 2013;133:454–461. doi: 10.1016/j.exppara.2013.01.008. [DOI] [PubMed] [Google Scholar]
- 30.Briegel H, Lea AO, Klowden MJ. Hemoglobinometry as a method for measuring blood meal sizes of mosquitoes (Diptera: Culicidae) J Med Entomol. 1979;15:235–238. doi: 10.1093/jmedent/15.3.235. [DOI] [PubMed] [Google Scholar]
- 31.Crawley MJ. The R Book. New York: Wiley; 2007. [Google Scholar]
- 32.Ribeiro JMC, Rossignol PA, Spielman A. Salivary gland apyrase determines probing time in anopheline mosquitoes. J Insect Physiol. 1985;31:689–692. doi: 10.1016/0022-1910(85)90048-4. [DOI] [Google Scholar]
- 33.Ribeiro JMC, Francischetti IMB. Role of arthropod saliva in blood feeding: sialome and post-sialome perspectives. Annu Rev Entomol. 2003;48:73–88. doi: 10.1146/annurev.ento.48.060402.102812. [DOI] [PubMed] [Google Scholar]
- 34.Cator LJ, George J, Blanford S, Murdock CC, Baker TC, Read AF, et al. ‘Manipulation’ without the parasite: altered feeding behaviour of mosquitoes is not dependent on infection with malaria parasites. Proc R Soc B. 2013;280:20130711. doi: 10.1098/rspb.2013.0711. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Cator LJ, Pietri JE, Murdock CC, Ohm JR, Lewis EE, Read AF, et al. Immune response and insulin signalling alter mosquito feeding behaviour to enhance malaria transmission potential. Sci Rep. 2015;5:11947. doi: 10.1038/srep11947. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Stanczyk NM, Mescher MC, De Moraes CM. Effects of malaria infection on mosquito olfaction and behavior: extrapolating data to the field. Curr Opin Insect Sci. 2017;20:7–12. doi: 10.1016/j.cois.2017.02.002. [DOI] [PubMed] [Google Scholar]
- 37.Gandon S, Rivero A, Varaldi J. Superparasitism evolution: adaptation or manipulation? Am Nat. 2006;167:E1–E22. doi: 10.1086/498398. [DOI] [PubMed] [Google Scholar]
- 38.Gandon S, Varaldi J, Fleury F, Rivero A. Evolution and manipulation of parasitoid egg load. Evol Int J Org Evol. 2009;63:2974–2984. doi: 10.1111/j.1558-5646.2009.00776.x. [DOI] [PubMed] [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 raw data will be made available through an open data repository (e.g. Dryad) upon acceptance of the manuscript.