Abstract
Background
The determination of parous rates in mosquitoes, despite numerous shortcomings, remains a tool to evaluate the effectiveness of control programs and to determine vectorial capacity in malaria vectors. Two dissection techniques are used for this. For one, the tracheoles of dried ovaries are examined with a compound microscope and in the other the follicular stalk of ovaries is examined, wet, with a stereomicroscope. The second method also enables the sac stage of parous insects (which provides information on the duration of the oviposition cycle) and the mated status of insects to be determined. Despite widespread use the two techniques have not previously been compared.
Methods
We compared the two dissection techniques using Anopheles arabiensis, collected with a tent-trap in Eritrea. The paired ovaries were removed in water and one was examined by each method. From a separate set of dissections from Tanzania, we also determined if the sac stages of Anopheles gambiae s.l. (83% of 183 identified by PCR being Anopheles arabiensis the remainder being A. gambiae) that were alive on collection were different to those that died on collection and what the implications for vectorial capacity estimation might be.
Results
Seven per cent of the dry ovaries could not be classified due to granulation (yolk) in the ovariole that obscured the tracheoles. The sensitivity of the dry dissection was 88.51% (CI [79.88–94.35%]) and the specificity was 93.55% (CI [87.68–97.17%]) among the 211 ovaries that could be classified by the dry technique and compared to the ovaries dissected wet. 1,823 live and 1,416 dead from Furvela tent-traps, CDC light-trap and window-trap collections were dissected ‘wet’ from Tanzania. In these collections parous insects were more likely to die compared to nulliparous ones. The proportion of parous mosquitoes with ‘a’ sacs (indicative of recent oviposition) was significantly greater in insects that were dead (0.36) on collection in the morning compared to those that were alive (0.12) (Chi square 138.93, p < 0.001). There was a preponderance of newly emerged virgin insects in the outdoor collection (Chi sq = 8.84, p = 0.003).
Conclusions
In anophelines the examination of mosquito ovaries using transmitted light in a ‘wet’ dissection is a more useful and informative technique than examination of dry ovaries. In order to correctly estimate the duration of the oviposition cycle mosquitoes should be dissected as soon as possible after collection. Younger insects were more likely to attempt to feed outdoors rather than indoors.
Keywords: Anopheles arabiensis, Age-grading, Dissection, Virgin, Mated, Survival, Endophilic
Introduction
Despite its many shortcomings the measurement of parous and nulliparous rates (i.e., the proportion of insects in a population that have, or have not, laid eggs) in mosquito vectors is commonly evaluated as part of malaria control programs. The shortcomings include the requirement that measurements are made over a complete population cycle, that nulliparous and parous insects are sampled without bias and (for survival rate estimation) that survival is independent of age (Clements & Paterson, 1981). Although they may not provide much more than an approximation of survival (Gillies, 1989), an estimation of parous rates is useful in control trials for comparisons between intervention and control areas (where they are expected to be lower in interventions that target adult mosquitoes but higher in those that target larvae) and, independent of survival estimation, they also provide information on the behaviour of young insects that may themselves become a target for specific interventions.
Parity is determined by dissection. Following the maturation of the first batch of eggs irreversible changes occur in the ovaries of female mosquitoes. The tightly packed and coiled tracheolar system characteristic of nulliparous insects, illustrated in publications of the WHO (World Health Organization, 2013), becomes stretched and uncoiled as the eggs develop and never returns to its previous state (Detinova, 1962). In newly emerged teneral mosquitoes’ meconium, the remains of larval midgut epithelium can be seen as a green and opaque mass inside the midgut (Rosay, 1961; Romoser et al., 2000). This is excreted, either following an initial blood meal, or within 48 hrs of emergence. The tracheolar system can be seen in ovaries that are dissected in distilled water and allowed to dry. Once dry the ovary can be examined under a compound microscope. The ‘dry’ technique is simple and has been widely used.
An alternative technique is to examine the follicular stalk at the time of dissection with transmitted light using a stereomicroscope. The dissection is performed in isotonic saline (to avoid swelling of tissues) but can also be performed with water. This dissection has the advantage that it can provide information on both the mated status and the duration of the oviposition cycle in parous insects.
Irreversible changes also occur following oviposition in the pedicel that connects the ovarioles to the lateral oviduct (Hoc & Charlwood, 1990; Hoc & Wilkes, 1995). In this case granulation occurs in the basal body, small areas in the calyx wall enclosed by the ovariolar sheaths consisting of six to nine specialized epithelial cells, making them visible when examined with light coming through the preparation. A large egg sac remains in the ovarioles immediately after ovulation. The sac gradually contracts and, 12–24 h after ovulation, consists of heavily folded tunica above the calyx. In nulliparous females, there is no coloration of the pedicel. The tracheolar system is visible in this dissection so that its appearance can also assist in interpretation of the preparation. Examination of the pedicel in parous females also enables the duration of the oviposition cycle to be estimated since an insect with a large sac would have been caught shortly after oviposition whereas one with just a basal body would have oviposited approximately a day earlier. The duration of the oviposition cycle has a major impact on the proportion of mosquitoes that might be vectors. For example, a change from a two-day cycle to a three-day one produces a four-fold increase in the potential numbers of vectors.
The ‘wet’ dissection also enables the mated status of newly emerged nulliparous insects to be determined. In particular, examination of the spermatheca and oviducts is possible. Virgin insects do not have sperm in the spermatheca and, in recently mated anophelines, there is a male donated mating plug (Gillies, 1956; Baldini et al., 2013) visible in the common oviduct. This is absorbed over the following 12–24 h. Thus, with this dissection it is possible to separate nulliparous insects into three categories: virgins, recently mated insects and those that have mated 24 h, or more, earlier (Charlwood et al., 1985; Charlwood, Birley & Graves, 1986; Charlwood et al., 1986; Charlwood et al., 1997; Charlwood et al., 2003a; Charlwood et al., 2003b; Charlwood et al., 2011; Charlwood & Tomás, 2011). In practise, the overall appearance of the ovary is used to assess parous status: transparent and small ovaries with coiled tracheoles are indicative of nulliparity, whilst larger, darker, ovaries with enlarged ampullae (Gillies, 1956) and an uncoiled tracheolar system indicate that the mosquito is parous.
Anophelines and Aedines differ in that in the former, oogenesis is an ‘all or nothing’ phenomenon that requires a complete blood meal to proceed, whilst in the latter, individual follicles may develop following partial blood meals. This makes estimates of age more difficult in the latter group.
Hugo et al. (2008) compared these and more sophisticated techniques using laboratory reared Aedes vigilax and Culex annulirostris. They considered that the dry technique (when allied to the observation of the presence of meconium in the stomach of the mosquito) was the most suitable for parity determination.
The two methods of dissection have not previously been compared in anophelines, nor have they been compared using wild insects whose life conditions differ from insects reared and maintained in the laboratory. Here, therefore, we compare these methods with wild caught Anopheles arabiensis. We also compare estimates of the duration of the oviposition cycle from insects that died shortly after collection with those that remained alive up to the time of dissection.
Methods
Description of study sites
Anopheles arabiensis, collected on 17 nights between the 7th and 23rd of October 2017 with a Furvela tent-trap (Charlwood et al., 2017) below the village of Adi Bosco (15°41′41.67″N 38°38′54.59″E at an altitude of 1,536 m above sea level) in Anseba province, Eritrea, were dissected in bottled drinking water. Mosquitoes, that were alive upon collection, were killed in a freezer and were then used for these dissections. One ovary was placed on a slide to dry for subsequent examination and the other was assessed directly for parity and sac stage. Insects from the latter dissection were classified according to the scheme outlined by Charlwood et al. (2003a) and Charlwood et al. (2003b). The sac stage in parous insects was determined according to the scheme outlined in Wilkes & Charlwood (1979) and illustrated in Fig. 1.
Each mosquito was given a unique identifying number and subsequent comparisons between assessments of parity were determined. A number of Culex quinquefascaitus collected with a CDC light-trap from a bedroom in Asmara, Eritrea, where potential hosts slept under mosquito nets, were also dissected for a comparison of the appearance of the ovaries of the two species.
The sac stages of mosquitoes according to whether they were alive or dead upon collection were determined from 42 nights of collection undertaken in the village of Kyamyorwa in Muleba district, Kagera Province, Tanzania, from December 1 2015 to January 17 2016. Mosquitoes were collected in a CDC light-trap, run inside a bedroom with two human and one canine host; a window-trap from the same room and a Furvela tent-trap outdoors with a single sleeper (LeClair et al., 2017). Live mosquitoes were removed from the collection bags with an aspirator prior to being killed and both recently killed and those dead on collection were identified to species or species group using the keys of Gillies & De Mellion (1968) and Gillies & Coetzee (1987). Mosquitoes in Tanzania were dissected in saline eye drops (Charlwood et al., 2017).
Anopheles arabiensis is the only member of the A. gambiae complex that has been identified from previous collections in Eritrea (Shililu et al., 2003) and so it is assumed that this was the member of the complex that was collected. A sub-sample of the A. gambiae s.l. from Kyamyorwa were identified to species by multiplex real-time PCR Taq Man assay (Bass, Williamson & Field, 2008).
In order to determine if the different age groups were caught in similar proportions indoors (in light-trap and window-trap combined) and outdoors (in the tent-trap) the number of the different ages collected live and dead were estimated by multiplying the total by the proportion in each category and then summing the estimated totals. The overall proportion of each age group (indoors and outdoors) was then estimated and indoor and outdoor collections compared by Chi-Square test (at a significance level of 0.05).
We also assume that gonotrophic development (from blood feeding to becoming gravid) takes two days in Kyamyorwa; hence mosquitoes with ‘a’ or ‘b’ sacs (Sac) were considered to have a two-day feeding cycle and those with ‘c’ or ‘d’ (No-sac) to have added an extra day (i.e., to have a three-day cycle). Estimates of the population mean duration of the feeding cycle (µ) in live and dead parous insects were therefore determined according to the proportions of Sac and No-sac mosquitoes in the collection where µis the mean feeding frequency of parous insects in days:
The sensitivity (true positivity) and specificity (true negativity) of the dry dissection was determined using the software MedCalc (https://www.medcalc.org/calc/diagnostic_test.phpto). For the purposes of comparison the wet dissection was considered to be the ‘gold’ standard.
Ethics
The collections conducted in Tanzania were done as a component of the Pan African Malaria Vector Research Consortium project ‘Evaluation of a novel long lasting insecticidal net and indoor residual spray product, separately and together, against malaria transmitted by pyrethroid resistant mosquitoes’ which received ethical clearance from the ethics review committees of the Kilimanjaro Christian Medical College (certificate number 781 on 16 September 2014), the Tanzanian National Institute for Medical Research (20 August 2014), and the London School of Hygiene and Tropical Medicine (reference 6551 on 24 July 2014). The trial was registered with ClinicalTrials.gov (registration number NCT02288637) on 11 July 2014.
Collections in Eritrea were undertaken by the first author in his tent during supervision of students from the College of Health Sciences, Asmara, undertaking their fieldwork as part of a course entitled ‘The ecology of malaria vectors’.
Results
Ovaries of Cx. quinquefasciatus were clearer and the tracheoles easier to see than was the case with the A. arabiensis (compare Figs. 2A, 2B with Figs. 3A, 3B).
In almost 10% (23 of 238) of the A. arabiensis dissected dry, the deposition of yolk in the follicles made assessment of the age difficult or impossible from the dry dissections. In some cases, wetting the preparation again temporarily enabled the tracheoles to become visible for assessment (Figs. 4A and 4B).
Comparison between methods
There were 211 ovaries that could be classified by the dry technique and compared to the ovaries dissected wet (Table 1). There was a 91.5% (CI [86.30–94.49%]) concordance between the methods. Nevertheless, 18 of 211 (10 parous and 8 nulliparous) were given different classifications by the two methods. Thus, assuming that the wet dissection was the ‘gold standard’, the sensitivity of the dry dissection was 88.51 % (CI [79.88–94.35%]) and the specificity was 93.55% (CI [87.68–97.17%]).
Table 1. Age of Anopheles arabiensis determined either by immediate ‘wet’ dissection using transmitted light or examined dry with a compound microscope.
Dry dissection | ||||
---|---|---|---|---|
Nulliparous | Parous | Total | ||
Wet dissection | Nulliparous | 116 | 10 | 126 |
Parous | 8 | 77 | 85 | |
Total | 124 | 87 | 211 |
During the experiment, the number of A. arabiensis collected decreased from a mean of 126 per tent per night to 34 per night whilst the parous rate increased from 0.28 to 0.56 (correlation between the number collected and parous rate = −0.71). Since the population was changing and collections did not cover the complete population cycle any estimates of survival from the present data would be imprecise and possibly incorrect.
Sac stages among live or dead mosquitoes
Among 183 A. gambiae s.l. from Kyamyorwa identified to species by PCR 152 (83.1%) were A. arabiensis and the remainder were A. gambiae (LeClair et al., 2017). Thus, the great majority of insects from Kyamyorwa were also A. arabiensis.
Between November 30 2015 and January 17 2016, 1,823 live (273 from the light- trap, 341 from the window trap and 1,209 from the tent-trap) and 1,416 dead (711 from the light-trap and 705 from the tent-trap) A. gambiae s.l. were dissected (Table 2). The smaller numbers of live insects dissected from the light-trap was due to the low survival of the mosquitoes in the trap (LeClair et al., 2017). All insects collected from the window trap were alive. 574 (29.9%) of the live insects and 689 (39.9%) of the dead insects were parous (Chi-Square 10.03 p = 0.002). Thus, parous insects were more likely to die compared to nulliparous ones. Among the 1,281 live nulliparous insects dissected, 567 (44.26%) were virgins whilst 457 (35.68%) had mating plugs (Chi-Square 5.44, p = 0.020). Among the dead nulliparous insects dissected 311 (36.76%) were virgins and 366 (43.26%) had mating plugs. The estimated total proportion of the different age groups (combining estimated numbers of both live and dead insects) was also different between mosquitoes collected indoors (light and window-trap combined) and those collected outdoors (Table 3). Virgin insects predominated in the outdoor collection (Chi-Square 16.54. p < 0.001) whilst parous insects, even excluding teneral insects (virgins and those with mating plugs), were more common indoors (Chi-Square for all insects 41.96, p < 0.001 and 8.84, p = 0.003 excluding teneral insects). Hence, newly emerged insects were more likely to attempt to feed outdoors rather than indoors.
Table 2. Number of A. arabiensis dissected by age, collection type and mosquito condition (live or dead) on collection.
Virgin | Plug | NI | NII | a-sac | b-sac | c-sac | d-sac | Total dissected | Parous rate (Adj Wald C.I.) | ||
---|---|---|---|---|---|---|---|---|---|---|---|
Tent | Live | 385 | 321 | 56 | 127 | 32 | 51 | 77 | 160 | 1,209 | 0.27 (0.25–0.29) |
Dead | 180 | 167 | 31 | 57 | 94 | 64 | 56 | 56 | 705 | 0.38 (0.35–0.42) | |
Light | Live | 107 | 58 | 6 | 29 | 10 | 7 | 13 | 43 | 273 | 0.27 (0.22–0.32) |
Dead | 131 | 199 | 31 | 50 | 114 | 82 | 64 | 40 | 711 | 0.42 (0.39–0.46) | |
Window | Live | 75 | 78 | 10 | 29 | 24 | 34 | 36 | 55 | 341 | 0.44 (0.39–049) |
Notes.
Note all mosquitoes in the window trap were alive on collection.
TITLE
- Virgin
- mosquitoes without sperm in the spermatheca
- plug
- mosquitoes with a mating plug in the common oviduct
- NI
- nulliparous mosquitoes with sperm in the spermatheca but no mating plug visible and with ovarioles without yolk
- NII
- nulliparous mosquitoes with sperm in the spermatheca, without a mating plug visible and with ovarioles with yolk present.
- Adj. Wald C.I.
- Adjusted Wald 95% Confidence Interval
Table 3. Number of A. arabiensis collected indoors (light-trap and window-trap) and outdoors alive or dead on collection and proportion in each age category.
Location | Condition | Total collected | Propn Virgin (Adj Wald C.I.) | Propn Plug | Propn Null | Propn Parous |
---|---|---|---|---|---|---|
Indoora | Live | 560 | 0.27 (0.23–0.31) | 0.22 (0.19–0.26) | 0.62 (0.58–0.66) | 0.38 (0.34–0.42) |
Dead | 3,865 | 0.22 (0.19–0.25) | 0.25 (0.23–0.29) | 0.58 (0.54–0.61) | 0.42 (0.39–0.46) | |
All | 4,425 | 0.22 (0.21–0.23) | 0.25 (0.24–0.26) | 0.58 (0.57–0.60) | 0.42 (0.40–0.43) | |
Outdoor | Live | 2,029 | 0.30 (0.28–0.33) | 0.27 (0.25–0.29) | 0.73 (0.71–0.75) | 0.27 (0.25–0.29) |
Dead | 1,605 | 0.24 (0.21–0.27) | 0.23 (0.21–0.26) | 0.62 (0.59–0.65) | 0.38 (0.35–0.41) | |
All | 3,634 | 0.27 (0.26–0.29) | 0.25 (0.24–0.27) | 0.68 (0.67–0.70) | 0.32 (0.30–0.33) |
Notes.
Indoor includes light-trap and window-trap collections combined.
Kyamyorwa, Tanzania, December 2015–January 2016.
TITLE
- Propn
- proportion
- Adj. Wald C.I.
- Adjusted Wald 95% Confidence Interval
- Virgin
- insects without sperm in the spermatheca
- Plug
- insects with a mating plug in the common oviduct
- Null
- All nulliparous insects combined; Parous - all parous insects combined
Among parous insects the proportion with ‘a’ sacs was significantly greater in insects that were dead (0.36) on collection in the morning compared to those that were alive (0.12) (Chi-Square 138.93, p < 0.001) (Fig. 5). The estimated duration of the oviposition cycle among live insects, based on equation 1, was 2.7 days and among dead ones was 2.4 days. The proportion of parous insects dissected from Adi Bosco (that were all alive on collection) with large sacs was also significantly different to those from Kyamyorwa (68 of 91 compared to 113 of 424) (Chi-Square 75.97, p < 0.001).
Parous rates were lower in the mosquitoes that had remained alive at the time of capture (Chi-Square = 39.46, p < 0.05). There was no significant difference in the parous rates of mosquitoes collected in the window trap compared to the light-trap (Chi-Square = 2.57, p = 0.109 n.s.) nor between virgin and plug rates among newly emerged insects from these two types of collection (Chi-Square = 0.0002, p = 0.98. n.s.) but there was a difference between tent and window trap (Chi-Square = 21.76, p = < 0.001).
Discussion
Reviews of techniques for age determination in insects of medical importance, including the methods used in the present study, have been presented by Charlwood, Rafael & Wilkes (1980) and Tyndale-Biscoe (1984). Ovaries of Cx. quinquefasciatus were much easier to classify using the dry technique than were the A. arabiensis. The dry technique may therefore be useful for determining the gonotrophic age of this mosquito. Our results indicate, however, that almost 10 per cent of the A. arabiensis had unreadable ovaries using this technique, which might affect assessments of survival. Nevertheless, since the discrepancies were almost equally distributed between nulliparous and parous insects an overall estimate of survival would be similar. A similar proportion of unreadable ovaries of Aedes vigilax and Culex annulirostris was observed by Hugo et al. (2008). As with the A. arabiensis this was apparently due to the deposition of material (yolk) in the follicles that obscured the tracheoles. This may particularly be a problem with pre-gravid insects that have taken a blood-meal and in which the follicles have advanced to mid to late Stage II. Thus, despite its ease, the dissection of Anopheles, ovaries in water and their subsequent examination with a compound microscope when dry, is not as good, or useful, as examination of the ovaries using a stereomicroscope with transmitted light from a mirror. A mirror is better than an artificial light source since by altering its position, the contrast of the preparation can be changed so that the visibility of structures within the ovaries changes making assessment easier.
Results from Tanzania indicate that young A. arabiensis, particularly virgin insects, are more likely to feed outdoors than older ones. This is similar to the behaviour of Anopheles coluzzii from Ghana (Charlwood et al., 2012) and indicates that mating has an effect on host seeking in a relatively subtle fashion, at least in the A. gambiae complex but, whether the same behaviour occurs in other endophilic mosquitoes is not known.
In many ways young virgin insects act like surrogate males. Thus, they may be more likely to rest in the sites that males do (i.e., outdoors in the case of the A. gambiae complex) compared to older females. Many mosquitoes rest close to where they feed. Host-seeking mosquitoes respond to visual as well as olfactory cues (Bidlingmayer, 1975; Bidlingmayer & Hem, 1979; Hawkes et al., 2017). Young insects may have different visual priorities (horizontal swarm markers) and may not respond to the silhouette of the house in the same way that older mosquitoes do. This would lead to there being a preponderance of young insects biting outdoors. In the absence of control measures (present throughout most of the insects evolution) there is little mortality among mosquitoes that feed and rest indoors. For virgin insects to spend their time outdoors there must be a survival advantage. It may mean that such insects are more likely to find a mate compared to insects that rest indoors.
Whilst a preponderance of young insects biting outdoors might mean that the risk of acquiring malaria per bite is lower outside it also means that the risk of transmitting are greater outdoors since young mosquitoes may be more likely to survive through the extrinsic cycle than older ones. They also imply that a potential control technique aimed specifically at young insects should work preferentially outdoors. Young, naïve mosquitoes may be attracted to a wider range of potential hosts than older insects, which may return to feed on hosts that they have fed on previously (Vantaux et al., 2014; Vinauger, Lutz & Riffell, 2014). Odour baited traps that target such young insects may be one possible approach.
The proportion of live parous mosquitoes with ‘a’ sacs from the tent-trap recorded from Eritrea was significantly higher than that recorded from Kyamyorwa. The higher rates are probably because the much lower temperatures in Adi Bosco (12 °C minimum at night in Adi Bosco compared to 27 °C in Kyamyorwa) slowed contraction of the sacs. At the higher temperatures, typical of the tropics, it behoves the entomologists to kill and dissect the mosquitoes as soon as possible after collection. If there is a delay, sacs are likely to contract during the time that the mosquito is collected and killed. This will tend towards an overestimation of the duration of the cycle (in our case 2.7 days compared to 2.4 days) and as a result an overestimation of the vectorial capacity of the population as a whole. Given the variation in age and the effect that environmental conditions can have on the relative proportion of the population biting indoors or outdoors (Charlwood & Tomás, 2011) it also behoves the entomologist to undertake simultaneous collections indoors and outdoors for population assessment.
Surprisingly, virgins survived better than recently mated insects. This may be because they were collected later in the night than recently mated insects (and so had a shorter time in the stressful environment of the trap). However, given that virgin and recently mated females of A. coluzzii have similar patterns of activity in landing collections (Charlwood et al., 2003a; Charlwood et al., 2003b) and that the rates were similar between light-trap (where the majority of mosquitoes had died) and window-trap (where they were all alive, LeClair et al., 2017) this is unlikely. Given that it had not been absorbed before dissection, it is unlikely that possible nutritional benefit to the female from the male donated mating plug was available. Under these circumstances the effort involved in mating may have had a detrimental effect on the survival of the female.
It is possible that dissections will in the future be replaced by other techniques, notably assessment of age based on reflectance of Near Infra-Red (NIR) light (Mayagaya et al., 2009; Krajacich et al., 2017) or gene transcription (Cook et al., 2006; Cook et al., 2007). Nevertheless, the techniques remain experimental and in the process of development. For the time being dissections remains the method of choice.
Conclusions
The utility of examination of tracheolar coiling in dried ovariolar dissections for the assessment of mosquito age differs between genera. Among anophelines the technique is less useful than examination of ovaries wet with transmitted light.
The wet dissection also allows for determination of oviposition cycle duration. However, insects need to be dissected shortly after capture for the information to be meaningful.
Recently emerged virgin Anopheles arabiensis are more likely to be seek hosts outdoors rather than indoors.
Supplemental Information
Acknowledgments
We would like to thank the staff of the entomology laboratory of Elaboret for their accommodation and help during the studies in Eritrea and Yohannes Kulwa and the late Mzee Kasege and his family for their help during the work in Tanzania. We also thank Enock Kessey for the identification of the A. gambiae complex mosquitoes from Tanzania. We would like to thank the referees and Editor for their perceptive comments that helped improve the manuscript. Thanks to Sarah Moore and Mark Rowland for their comments regarding the behavior of virgin females.
Funding Statement
The work in Tanzania was supported by the Medical Research Council of Great Britain (MR/L004437/1 Rowland). The authors received no funding for the work in Eritrea. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare there are no competing interests.
Author Contributions
Jacques D. Charlwood conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.
Erzelia V.E. Tomás conceived and designed the experiments, performed the experiments, approved the final draft.
Amanuel K. Andegiorgish contributed reagents/materials/analysis tools, approved the final draft, provided logistical backup in the field.
Selam Mihreteab approved the final draft, provided logistical backup in the field.
Corey LeClair conceived and designed the experiments, analyzed the data, authored or reviewed drafts of the paper, approved the final draft.
Data Availability
The following information was supplied regarding data availability:
The raw data are provided in Data S1.
References
- Baldini et al. (2013).Baldini F, Gabrieli P, South A, Valim C, Mancini F, Catteruccia F. The interaction between a sexually transferred steroid hormone and a female protein regulates oogenesis in the malaria mosquito Anopheles gambiae. PLOS Biology. 2013;11(10):e1001695. doi: 10.1371/journal.pbio.1001695. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bass, Williamson & Field (2008).Bass C, Williamson MS, Field LM. Development of a multiplex real-time PCR assay for identification of members of the Anopheles gambiae species complex. Acta Tropica. 2008;107:50–53. doi: 10.1016/j.actatropica.2008.04.009. [DOI] [PubMed] [Google Scholar]
- Bidlingmayer (1975).Bidlingmayer WL. Mosquito flight paths in relation to the environment. Effect of vertical and horizontal visual barriers. Annals of the Entomological Society of America. 1975;68:51–57. doi: 10.1093/aesa/68.1.51. [DOI] [Google Scholar]
- Bidlingmayer & Hem (1979).Bidlingmayer WL, Hem DG. Mosquito (Diptera: Culicidae) flight behaviour near conspicuous objects. Bulletin of Entomological Research. 1979;69:691–700. doi: 10.1017/S0007485300020228. [DOI] [Google Scholar]
- Charlwood et al. (1997).Charlwood JD, Billingsley PF, Takken W, Lyimo EOK, Smith T, Meuwissen JME TH. Survival and infection probabilities of anthropophagic Anophelines from an area of high prevalence of Plasmodium falciparum in humans. Bulletin of Entomological Research. 1997;87:445–453. doi: 10.1017/S0007485300041304. [DOI] [Google Scholar]
- Charlwood et al. (1985).Charlwood JD, Birley MH, Dagaro H, Paru R, Holmes PR. Assessing survival rates of Anopheles farauti (Diptera, Culicidae) from Papua New Guinea. Journal of Animal Ecology. 1985;54:1003–1016. doi: 10.2307/4393. [DOI] [Google Scholar]
- Charlwood, Birley & Graves (1986).Charlwood JD, Birley MH, Graves PM. Capture-recapture studies of females of the Anopheles punctulatus group of mosquitoes (Diptera, Culicidae) from Papua New Guinea. Bulletin of Entomological Research. 1986;76:211–227. doi: 10.1017/S000748530001470X. [DOI] [Google Scholar]
- Charlwood et al. (1986).Charlwood JD, Paru R, Dagaro H, Lagog M. The influence of moonlight and gonotrophic age on the biting activity of Anopheles farauti (Diptera, Culicidae) from Papua New Guinea. Journal of Medical Entomology. 1986;23:132–135. doi: 10.1093/jmedent/23.2.132. [DOI] [PubMed] [Google Scholar]
- Charlwood et al. (2003a).Charlwood JD, Pinto J, Sousa CA, Ferreira C, Gil V, De Rosario V. Mating does not affect the biting behaviour of Anopheles gambiae from the islands of São Tomé and Príncipe, West Africa. Annals of Tropical Medicine and Parasitology. 2003a;97:751–756. doi: 10.1179/000349803225002345. [DOI] [PubMed] [Google Scholar]
- Charlwood et al. (2003b).Charlwood JD, Pinto J, Sousa CA, Ferreira C, Petrarca V, Do Rosario V.E. A mate or a meal’—pre-gravid behaviour of female Anopheles gambiae from the islands of São Tomé and Príncipe, West Africa. Malaria Journal. 2003b;2 doi: 10.1186/1475-2875-2-7. Article 7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Charlwood, Rafael & Wilkes (1980).Charlwood JD, Rafael JA, Wilkes TJ. Metodos de determinar a idade fisiiologica em Diptera de importancia medica. Uma revisão com especial referencia aos vetores de doenças na America do Sul. Acta Amazonica. 1980;10:311–333. doi: 10.1590/1809-43921980102311. [DOI] [Google Scholar]
- Charlwood et al. (2017).Charlwood JD, Rowland M, Protopopoff N, LeClair C. The Furvela tent-trap Mk 1.1 for the collection of outdoor biting mosquitoes. PeerJ. 2017;5:e3848. doi: 10.7717/peerj.3848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Charlwood & Tomás (2011).Charlwood JD, Tomás EVE. Do developing malaria parasites manipulate their mosquito host?—evidence from infected Anopheles funestus (Giles) from Mozambique. Transactions of the Royal Society of Tropical Medicine and Hygiene. 2011;105:352–354. doi: 10.1016/j.trstmh.2011.02.006. [DOI] [PubMed] [Google Scholar]
- Charlwood et al. (2012).Charlwood JD, Tomás EVE, Egyir-Yawson A, Kampango A, Pitts RJ. Feeding frequency and survival of Anopheles gambiae from a rice growing area of Ghana. Medical & Veterinary Entomology. 2012;26:263–270. doi: 10.1111/j.1365-2915.2011.00987.x. [DOI] [PubMed] [Google Scholar]
- Charlwood et al. (2011).Charlwood JD, Tomás EVE, Salgueiro P, Egyir-Yawson A, Pitts RJ, Pinto J. Studies on the behaviour of peridomestic and endophagic M form Anopheles gambiae from a rice growing area of Ghana. Bulletin of Entomological Research. 2011;101:533–539. doi: 10.1017/S0007485311000125. [DOI] [PubMed] [Google Scholar]
- Clements & Paterson (1981).Clements AN, Paterson GD. The analysis of mortality and survival rates in wild populations of mosquitoes. Journal of Applied Ecology. 1981;18:373–399. doi: 10.2307/2402401. [DOI] [Google Scholar]
- Cook et al. (2006).Cook PE, Hugo LE, Iturbe-Ormaetxe I, Williams CR, Chenoweth SF, Ritchie SA, Ryan PA, Kay BH, Blows MW, O’Neill SL. The use of transcriptional profiles to predict adult mosquito age under field conditions. Proceedings of the National Academy of Sciences of the United States of America. 2006;103:18060–18065. doi: 10.1073/pnas.0604875103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cook et al. (2007).Cook PE, Hugo LE, Iturbe-Ormaetxe I, Williams CR, Chenoweth SF, Ritchie SA, Ryan PA, Kay BH, Blows MW, O’Neill SL. Predicting the age of mosquitoes using transcriptional profiles. Nature Protocols. 2007;2:2796–2806. doi: 10.1038/nprot.2007.396. [DOI] [PubMed] [Google Scholar]
- Detinova (1962).Detinova TS. vol. 47. Geneva: World Health Organization; 1962. Age-grouping methods in Diptera of medical importance with special reference to some vectors of malaria; p. 216 pp. (Monograph series WHO). [PubMed] [Google Scholar]
- Gillies (1956).Gillies MT. A new character for the recognition of nulliparous females of Anopheles gambiae. Bulletin of the World Health Organization. 1956;15:451–459. [PMC free article] [PubMed] [Google Scholar]
- Gillies (1989).Gillies MT. Anopheline mosquitos: vector behaviour and bionomics. In: Wernsdorfer WH, McGregor I, editors. Chapter 16 in Malaria: principles and practice of malariology. Churchill Livingstone; 1989. [Google Scholar]
- Gillies & Coetzee (1987).Gillies MT, Coetzee M. A supplement to the Anophelinae of Africa South of the Sahara (Afrotropical Region) publication no. 55. South African Institute for Medical Research; Johannesburg: 1987. [Google Scholar]
- Gillies & De Mellion (1968).Gillies MT, De Mellion B. The Anophelinae of Africa South of the Sahara (Ethiopian Zoogeographical Region), 2nd publication no. 54 edn. South African Institute for Medical Research; Johannesburg: 1968. [Google Scholar]
- Hawkes et al. (2017).Hawkes FM, Dabiré RK, Sawadogo SP, Torr SJ, Gibson G. Exploiting Anopheles responses to thermal, odour and visual stimuli to improve surveillance and control of malaria. Scientific Reports. 2017;7:17283. doi: 10.1038/s41598-017-17632-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hoc & Charlwood (1990).Hoc TQ, Charlwood JD. Age determination of Aedes cantans using the ovarian oil injection technique. Medical and Veterinary Entomology. 1990;4:227–233. doi: 10.1111/j.1365-2915.1990.tb00281.x. [DOI] [PubMed] [Google Scholar]
- Hoc & Wilkes (1995).Hoc TQ, Wilkes TJ. The ovariole structure of Anopheles gambiae (Diptera: Culicidae) and its use in determining physiological age. Bulletin of Entomological Research. 1995;85:59–69. doi: 10.1017/S0007485300052020. [DOI] [Google Scholar]
- Hugo et al. (2008).Hugo LE, Quick-Miles S, Kay BH, Ryan PA. Evaluations of mosquito age grading techniques based on morphological changes. Journal of Medical Entomology. 2008;45:353–369. doi: 10.1093/jmedent/45.3.353. [DOI] [PubMed] [Google Scholar]
- Krajacich et al. (2017).Krajacich BJ, Meyers JI, Alout H, Dabiré RK, Dowell FE, Foy BD. Analysis of near infrared spectra for age-grading of wild populations of Anopheles gambiae. Parasites and Vectors. 2017;10 doi: 10.1186/s13071-017-2501-1. Article 552. [DOI] [PMC free article] [PubMed] [Google Scholar]
- LeClair et al. (2017).LeClair C, Cronery J, Kessy E, Tomás EVE, Rowland M, Protopopoff N, Charlwood JD. ‘Repel all borders’: combination mosquito nets enhance collections of endophilic Anopheles gambiae and An. arabiensis in CDC light-traps. Malaria Journal. 2017;16 doi: 10.1186/s12936-017-1972-z. Article 336. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mayagaya et al. (2009).Mayagaya VS, Michel K, Benedict MQ, Killeen GF, Wirtz RA, Ferguson HM, Dowell FE. Non-destructive determination of age and species of Anopheles gambiae s.l. using near-infrared spectroscopy. American Journal of Tropical Medicine and Hygiene. 2009;81:622–630. doi: 10.4269/ajtmh.2009.09-0192. [DOI] [PubMed] [Google Scholar]
- Romoser et al. (2000).Romoser WS, Moll RM, Moncayo AC, Lerdthusnee K. The occurrence and fate of the meconium and meconial peritrophic membranes in pupal and adult mosquitoes (Diptera: Culicidae) Journal of Medical Entomology. 2000;37:893–896. doi: 10.1603/0022-2585-37.6.893. [DOI] [PubMed] [Google Scholar]
- Rosay (1961).Rosay B. Anatomical indicators for assessing the age of mosquitoes: the teneral adult (Diptera: Culicidae) Annals of the Entomological Society of America. 1961;54:526–529. doi: 10.1093/aesa/54.4.526. [DOI] [Google Scholar]
- Shililu et al. (2003).Shililu J, Ghebremeskel T, Mengistu S, Fekadu H, Zerom M, Mbogo C, Guthrie J, Brantly E, Beier JC, Novak RJ. Distribution of anopheline mosquitoes in Eritrea. American Journal of Tropical Medicine and Hygiene. 2003;69:295–302. [PubMed] [Google Scholar]
- Tyndale-Biscoe (1984).Tyndale-Biscoe M. Age-grading methods in adult insects: a review. Bulletin of Entomological Research. 1984;74(3):341–377. doi: 10.1017/S0007485300015637. [DOI] [Google Scholar]
- Vantaux et al. (2014).Vantaux A, Lefèvre T, Dabiré KR, Cohuet A. Individual experience affects host choice in malaria vector mosquitoes. Parasites & Vectors. 2014;7 doi: 10.1186/1756-3305-7-24. Article 24. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vinauger, Lutz & Riffell (2014).Vinauger C, Lutz EK, Riffell JA. Olfactory learning and memory in the disease vector mosquito Aedes aegypti. The Journal of Experimental Biology. 2014;217:2321–2330. doi: 10.1242/jeb.101279. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wilkes & Charlwood (1979).Wilkes TJ, Charlwood JD. A rapid gonotrophic cycle in Chagasia bonneae from Brazil. Mosquito News. 1979;39:137–139. [Google Scholar]
- World Health Organization (2013).World Health Organization . Contents: guide for tutors—guide for participants. WHO; Geneva: 2013. Malaria entomology and vector control. [Google Scholar]
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This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The following information was supplied regarding data availability:
The raw data are provided in Data S1.