Abstract
Background
Producing high quality sterile males is vital in Aedes aegypti rear-and-release birth control strategies. Larval diets, rearing temperatures, and their interactions determine the accumulation rates of essential nutrients in larvae, but these factors have been understudied in relation to mass-rearing techniques for producing eminent males.
Methods
We compared the effects of two larval diets, a cereal-legume-based diet (Khan’s diet) and a standard larval diet developed in the FAO/IAEA Insect Pest Control Laboratory (IAEA 2 diet). Diets were tested at selected temperatures for both larval and male adult life history traits, adult extreme temperature tolerance, and mating capacity relative to energy reserves of reared male adult Ae. aegypti.
Results
Khan’s diet resulted in shorter immature development time at each test temperature (except for 25 °C) than an IAEA 2 diet. Larvae reared at 28 °C and 32 °C with Khan’s diet demonstrated low pupation rates (c.80%). We accounted for these phenomena as secondary sex ratio manipulation, because a higher proportion of male adults emerged at 28 °C and 32 °C than that for the IAEA 2 diet. In general, the pupal development time shortened as temperature increased, resulting in higher teneral energy reserves in male mosquitoes. High energy reserves allowed male mosquitoes reared with Khan’s diet to have higher adult longevity (5–6 days longer when sugar-fed and 2–3 days longer when water-fed) and tolerance of heat stress than those fed on the IAEA 2 diet. The IAEA 2 diet produced larger male mosquitoes than Khan’s diet did: mosquitoes fed on Khan’s diet were 1.03–1.05 times smaller than those fed on the IAEA 2 diet at 28 °C and 32 °C. No evidence indicated reduced mating capacity for small mosquitoes fed on Khan’s diet.
Conclusions
Larvae reared at 28 °C and 32 °C with Khan’s diet were characterized by shorter immature development time compared with those fed on the IAEA 2 diet. Adult mosquitoes produced from that larval rearing condition exhibited a significant male bias, long lifespan, and better endurance against extreme temperatures relative to energy reserves. Thus, the larval diet at rearing temperature of 28 °C and 32 °C optimized rearing techniques for the sterile insect programmes. However, mating competitiveness and flight performance of adult males require further investigation.
Keywords: Life history trait, Physiological performance, Heat tolerance, Energy reserves, Sterile insect technique
Background
Birth control strategies are increasingly necessary in area-wide integrated pest management (AW-IPM) to combat the spread of dengue virus transmitted by Aedes mosquitoes [1]. Strategies such as the classical radiation-based sterile insect technique (SIT), release of insects carrying dominant lethals, and incompatible insect technique (IIT) through Wolbachia-infected mosquitoes are designed to overcome the inadequacy of current control methods, which rely mostly on chemical intervention and community participation [1, 2], as well as the unavailability of licensed dengue vaccines [3]. The success of these rear-and-release strategies rely heavily on the mating competitiveness of released males; the released males must be able to outcompete wild males in seeking, courting, and mating with wild females [1]. In addition to mating competitiveness, loss of male physiological performance and poor phenotypic quality are major technical causes contributing to rear-and-release strategy failure [4, 5]. For example, excessive levels of radiation exposure in released males could reduce their effectiveness, because males suffer somatic damage. Reduced longevity and mating competitiveness are often a result of radiation-induced somatic damage [5, 6]. Similarly, studies on the effects of genetic manipulation on the fitness of mosquitoes have demonstrated that transgenic mosquitoes exhibited significantly reduced fitness, such as low survival of immature stages, reduced fecundity, and low longevity [7, 8]. In addition, in an open field release in Malaysia, transgenic mosquitoes demonstrated reduced dispersal, although no difference in longevity was observed compared with the wild-type laboratory strain [9]. The physiological performance of Wolbachia-infected mosquito hosts is similarly compromised. In particular, the populations of wMelPop-infected Ae. aegypti that had been released to several localities reportedly decreased in adult longevity [10, 11] and wing size during the cooler months [12]. Such limitation in quality of released Wolbachia-infected males remains a key challenge for IIT programs that requires addressing [13]. Released males require increased phenotypic qualities towards sexual performance to compensate for any costs that might be associated with manipulative treatment [14]. The poor physiological performances of released males may be overcome by optimizing nutrient intake that potentially results in high-quality males using mass-rearing techniques [15, 16].
Enhancing the quality of released males with adequate phenotypic quality could be achieved by optimizing larval rearing conditions. Larvae accumulate nutrients for their development and sufficient nutrient acquisition in larval stages is vital for optimal life histories during adult stage [17–20]. Larval diets for mass-rearing purposes have been thoroughly studied in several SIT mosquito-targeted species, such as Anopheles arabiensis [21–23], An. stephensi [24], An. gambiae (s.s.) [20], Ae. albopictus [25, 26] and Ae. aegypti [27–29]. In the present study, two larval diets were tested. The IAEA 2 diet is a second version of the diet developed at the FAO/IAEA, which was initially used for mass production of healthy male Anopheles mosquitoes for classical SIT applications (An. arabiensis, Damiens et al. [21]). The IAEA 2 diet contains complete essential fatty acids and amino acids required by mosquitoes. Puggioli et al. [25] reported that IAEA 2 is considered a promising diet among the three animal-derived composition diets tested (one diet developed by Centro de Agricultura Ambiente, “Giorgio Nicoli”, Crevalcore, Italy, and two diets developed by the FAO/IAEA Laboratory) for Ae. albopictus. In addition to cost considerations, larvae fed on IAEA 2 exhibited the shortest time to pupation and adult emergence, as well as the highest pupal production. In 2013, Khan et al. [24] developed alternative inexpensive and globally available diet ingredients: a mixture of bean, corn, wheat, chickpea, rice and bovine liver. The diet generates males of high quality in terms of their shorter larval duration and higher survival in Anopheles mosquitoes. In addition, cereals and legumes provide plentiful nutrients, such as carbohydrates, amino acids, polyunsaturated fatty acids (PUFAs), unsaturated fatty acids, vitamins and minerals essential for larval development, which are usually lacking in other test diets. Comparison between carbohydrate-rich diet (rodent diet (LRD) and protein-rich diet (IAEA diet) resulted in male adult Ae. aegypti from LRD diet being significantly larger than those IAEA diet [27].
Despite larval density [28, 30], the composition of larval diet (i.e. the ratio of carbohydrates and proteins), temperature and their interaction also determine the accumulation rate of essential nutrient in larvae. In general, temperature should allow mosquito larvae to obtain sufficient nutrients before developing to the next stage. By contrast, excessive temperatures expedite larval development and result in insufficient mass for eclosion and premature mortality [18, 31].
The study on larval physical endurance in the environment in relation to teneral energy has undergone limited examination. To date, only one larval diet study considering metabolic energy reserves as the study parameter has been performed for a single species, An. gambiae (s.s.) [20]. Sugar body content in newly emerged males is vital for teneral energy to make the first flights during the adult stage before food sources can be accessed. In addition, glucose and glycogen, as main sugars in male mosquitoes may be readily utilized and catabolized to produce ATP during starvation. Thus, we hypothesized that sugar body content may determine the life history traits of males as well as the tolerance to extreme temperatures and mating capacity to produce highly competitive male phenotypes for rear-and release strategies.
Previous studies have focused mainly on the quantities of males being produced and the mating competitiveness of released male mosquitoes, but the males’ phenotypic quality, particularly adult life history traits, have been understudied [27–29, 32]. In addition, studies of mass production of male mosquitoes have focused only on a single factor [21, 23, 24], and the interactive effects between larval diet and rearing temperature have been largely neglected. In this study, we sought the optimum environmental conditions for mass rearing of male Ae. aegypti. We compared two larval diets at selected temperatures by examining both larval and male adult life history traits, adult tolerance of extreme temperatures, and mating capacity relative to energy reserves of reared male adult Ae. aegypti.
Methods
Experimental colony
The Ae. aegypti strain used for this experiment was the Bora Bora strain. The colony was reared in the insectarium at 25.0–25.5 °C, 65–75% relative humidity, and a photoperiod of 12:12 (light:dark) h. The rearing methods used were the same as those described in Bong et al. [33]. To obtain eggs for testing, a cup layered with a filter paper was placed into a cage with blood-fed females for 2–3 days for oviposition. The eggs laid on filter paper were then air-dried for 3 days and subsequently kept inside a zip lock bag for at least 3 weeks to allow the eggs become mature before the experiments.
Larval diet and temperatures
Two larval diets were used in this experiment. The diets were based on those of Khan et al. [24] and Damiens et al. [21], who sought the most prominent and relatively cheap diet for mass production of anopheline mosquitoes. The larval diet used by Khan et al. [24] is a carbohydrate-rich diet (hereafter referred to Khan’s diet), which contains a mixture of beans, corn, chickpeas, rice and bovine liver in equal proportions. As a refined version of the IAEA 1-larval diet developed by Damiens et al. [21], IAEA 2 was the recommended diet used in the FAO/IAEA Insect Pest Control Laboratory. The IAEA 2 diet is a protein-rich diet consisting of 25% bovine liver powder, 50% tuna meal, 12.5% brewer’s yeast, 12.5% squid powder and vitamins. Both diets were prepared in a paste form. They were stored in a refrigerator at 4 °C until use. The development and survival of mosquitoes fed either diet were observed under temperatures of 15, 20, 25, 28 and 32 °C. All experiments were conducted in environmental testing chambers (Fame/F-360DNH, Taipei, Taiwan) with a 12:12 (light:dark) h photoperiod. A total of 10 larval diet-temperature combinations were used to examine the effects of larval diets across constant different temperatures.
Development of the immature stages and survival
Eggs were immersed in 600 ml of dechlorinated water containing 2–3 drops (1 ml) of vitamin C to induce hatching. We transferred a total of 96 L1 larvae that emerged within 12 h individually into a 24-well microtiter plate (1.5 cm in diameter and 1.5 cm in depth) filled with dechlorinated water. Prior to the daily addition of approximately 2.5 mg test diets, the water was replaced. Development time for the immature stages was recorded at 12 h intervals until adulthood was reached. The experimental design allowed examination of the effects of larval diet and temperature regimes on the development time and survival of every instar, but this method gave no gauge of the effect of larval density. The percentage of pupation and adult eclosion at each combination were generated. Sex was determined at the pupal stage. Only male mosquitoes were used for the subsequent tests.
Pupal and wing morphometrics
Between 10 and 20 male pupae derived from each combination were immobilized by freezing (4 °C) for 5 min. The length of the cephalothorax was measured to determine pupal size [34]. The pupae were then preserved until the adult eclosion for wing measurement. The right wing (or left if the right was damaged or lost) was separated from the body under a dissecting microscope. A wing was measured from the distal edge of the alula to the end of the radius vein excluding fringe scales [35]. A digital image of the wing was captured using a camera (EI200 HD, OPTI Advanced Imaging Ltd., Taipei City, Taiwan) mounted on a stereomicroscope (Leica S8 AP0, Leica Microsystems, Heerbrugg, Switzerland). The image was analyzed using Helicon Focus version 6.7.1 Lite (Helicon Soft Ltd., Kharkiv, Ukraine).
Longevity of the adult male
Twenty male specimens (24 hours-old) that emerged from each combination were placed in separate plastic cages (30 × 30 × 30 cm) (BugDorm 1; MegaView, Taichung, Taiwan). Two observations were made: male mosquitoes provided with 10% w/v sucrose solution and male mosquitoes provided with water only. The water-only mosquitoes tested how long a male mosquito could be sustained in an environment as if the released mosquito fails to access food sources. Three replications of observations from each combination were conducted. The mortality of sugar- and water-fed male specimens was recorded on a daily basis.
Sugar content analyses
Five newly emerged male specimens (< 12 hours-old) from each combination were subjected to sugar content measurement to quantify teneral energy reserves. Glucose, glycogen and trehalose content were determined using methods adapted from Van Handel [36] and Leyva et al. [37]. Each male specimen was weighed using an analytical balance (Shimadzu, ATY124, Kyoto, Japan) prior to analysis. Male individual was homogenized in 0.6 ml of a 2% sodium sulfate solution (Anhydrous, Union Chemical Works Ltd., Hsinchu, Taiwan) then centrifuged at 1000×g for 20 min at 4 °C. Approximately 0.5–0.6 ml of the aqueous fraction was separated from its precipitate fraction and divided into two for glucose and trehalose assays, while the precipitate fraction was used for a glycogen assay.
Glucose was measured by adding 1 ml glucose assay reagent according to the manufacturer’s instructions (Sigma-Aldrich, Missouri, USA) to the 10 µl aqueous fraction and then incubating the mixture for 15 min at room temperature.
For trehalose assay, 40 µl of 1% sulfuric acid solution (98.08%, Union Chemical Works Ltd., Hsinchu, Taiwan), 40 µl of 30% potassium hydroxide solution (Union Chemical Works), and 800 µl of 0.1% anthrone reagent (ACS reagent, 97%, Sigma-Aldrich) dissolved in sulfuric acid were added to the second portion of the aqueous fraction (40 µl). Every addition process was followed by heating and cooling at 90 °C and 0 °C for 10 and 3 min, respectively.
Glycogen was determined by adding 1 ml of anthrone reagent dissolved in sulfuric acid to the precipitate fraction, followed by incubation at 90–110 °C for 17 min and sitting on ice for 3 min.
Absorbance of glucose, trehalose and glycogen were read on a spectrophotometer (Hitachi, U-2900, Tokyo, Japan) at 340, 620 and 625 nm, respectively, and the values were determined using standard curves. The standard curves were created using known concentrations ranging from 0.00 to 0.16 mg/ml of glucose and trehalose standard solution (Sigma-Aldrich) for the glucose and trehalose assays, respectively; concentrations ranging from 0.00 to 0.02 mg/ml (Sigma-Aldrich) of glycogen were used to calculate glycogen concentration.
Heat and cold tolerance
Upper lethal temperature (ULT50) and lower lethal temperature (LLT50) that would cause 50% mortality in the adult male population from each combination were determined based on the method described by Lyons et al. [38]. Briefly, the 3–5 day-old adult male specimens were acclimatized for 1 h at room temperature prior to the analysis. Approximately 15–20 male mosquitoes were introduced into a polyethylene container (2.8 cm in diameter by 5 cm in height) and placed in the mini cooler (Major Science, MC-0203, Kyoto, Japan). The male specimens were exposed to constant temperatures of 45 °C, 44 °C, 42.5 °C, 41 °C and 40 °C for 4 h to determine ULT50. To determine LLT50, the male specimens were exposed to constant temperatures of 0 °C, − 1 °C, − 2.5 °C, − 4 °C, and − 5 °C for 4 h. The test was replicated three times for each combination.
Mating capacity
A comparison of the mating capacity of sugar-fed male specimens from each combination was conducted. A 3-day-old virgin male specimen from each combination was introduced into the cages (30 × 30 × 30 cm) (BugDorm 1) containing ten 3–5-day-old virgin female specimens from the laboratory-reared colony for 3 days for assessment of mating activity. During these 3 days, mosquitoes were provided with 10% sugar solution. The experiment was conducted under the culture room conditions as described above. After 3 days, the mosquitoes were frozen and stored at − 20 °C until analysis. The percentage of inseminated female specimens and the number of spermathecal capsules filled with spermatozoa per female individual were determined. Four replications of sugar-fed male mosquitoes from each combination were tested.
Data analysis
The normality of variances of each dataset was examined in advance. Any data that failed to meet the criteria of normality were log-transformed. The data expressed in percentages (larval survival, pupation, adult eclosion and female insemination) were transformed using the arcsine square-root transformation. The effects of larval diets and temperature regimes as well as their interactive effects on each parameter, were tested using univariate analysis of variance. Tukey’s honestly significant difference (HSD) post-hoc test was used to test significant differences in means for immature development times, survival for the immature stage (percentage of pupation and adult eclosion), pupal cephalothorax and wing lengths, sugar content, and female insemination for different temperature-larval diet combinations. Differences in the aforementioned parameters between diets were examined using Studentʼs t-test for independent samples (Additional file 1: Table S1). Pearsonʼs correlations were used to investigate the possible association between sugar content and longevity, sugar content and mating capacity, and increasing temperature and percentage of males produced. In addition, the coefficient of variation (CV, in %) of cephalothorax length was calculated to examine the degree of data dispersion around the mean. The value is indicative of the level of size homogeneity. Sex ratio and number of filled spermatheca were analyzed using nonparametric Chi-square and Kruskal-Wallis tests, respectively. Kaplan-Meier analysis was performed to estimate male adult survival function, followed by mean longevity difference comparison using the log-rank test. Heat (ULT50) and cold (LLT50) tolerance of male individuals for different combinations of larval diets and temperatures were determined using probit analysis. Overlapping confidence intervals indicate that no significant differences existed between groups. All statistical analyses were performed using SPSS analysis version 11.0 (SPSS Inc., Chicago, IL, USA) at α = 0.05.
Results
Development of the immature stages
The mean development times of male individuals for the larval stages L1, L2, L3 and L4, the pupal stage, and the overall development times for immature stages were significantly affected by temperature (Table 1). The mean development times for immature stages decreased with increasing temperature in both larval diets (Table 2 and Fig. 1). In particular, male larvae reared at 15 °C, 20 °C and 25 °C, regardless of diet, took 20–24 days, 9–11 days and 7–8 days, respectively, to complete the larval stage; male larvae reared at 28 °C and 32 °C required up to 5–6 days and 4–5 days, respectively, to become pupae (P < 0.05) (Table 2). Post-hoc analysis revealed that the pupation periods were significantly reduced to less than 2 days at 28 °C and 32 °C (P < 0.05). Overall, at the rearing temperatures of 28 °C and 32 °C, the immature stages required only 6–8 days to develop into adults.
Table 1.
Parameters | Factor | Type III sum of squares | df | Mean square | F-value | P-value |
---|---|---|---|---|---|---|
L1 | Temp | 14.034 | 4 | 3.508 | 1982.741 | < 0.0001 |
Diet | 0.827 | 1 | 0.827 | 467.538 | < 0.0001 | |
Temp * Diet | 0.205 | 4 | 0.051 | 29.002 | < 0.0001 | |
L2 | Temp | 32.972 | 4 | 8.243 | 709.500 | < 0.0001 |
Diet | 0.000 | 1 | 0.000 | 0.028 | 0.867 | |
Temp * Diet | 1.199 | 4 | 0.300 | 25.792 | < 0.0001 | |
L3 | Temp | 30.814 | 4 | 7.704 | 703.912 | < 0.0001 |
Diet | 0.407 | 1 | 0.407 | 37.172 | < 0.0001 | |
Temp * Diet | 0.147 | 4 | 0.037 | 3.354 | 0.010 | |
L4 | Temp | 29.466 | 4 | 7.367 | 2036.100 | < 0.0001 |
Diet | 0.253 | 1 | 0.253 | 69.847 | < 0.0001 | |
Temp * Diet | 0.588 | 4 | 0.147 | 40.629 | < 0.0001 | |
Larval stage | Temp | 23.455 | 4 | 5.864 | 5623.814 | < 0.0001 |
Diet | 0.365 | 1 | 0.365 | 350.346 | < 0.0001 | |
Temp * Diet | 0.192 | 4 | 0.048 | 45.942 | < 0.0001 | |
Pupal stage | Temp | 16.643 | 4 | 4.161 | 1262.635 | < 0.0001 |
Diet | 0.001 | 1 | 0.001 | 0.337 | 0.562 | |
Temp * Diet | 0.144 | 4 | 0.036 | 10.894 | < 0.0001 | |
Total immature | Temp | 14.115 | 4 | 3.529 | 5600.410 | < 0.0001 |
Diet | 0.140 | 1 | 0.140 | 222.739 | < 0.0001 | |
Temp * Diet | 0.098 | 4 | 0.025 | 39.062 | < 0.0001 | |
Pupation (%) | Temp | 0.759 | 4 | 0.190 | 5.692 | 0.002 |
Diet | 0.189 | 1 | 0.189 | 5.685 | 0.024 | |
Temp * Diet | 0.519 | 4 | 0.130 | 3.889 | 0.012 | |
Adult eclosion (%) | Temp | 4.291 | 4 | 1.073 | 22.362 | < 0.0001 |
Diet | 0.140 | 1 | 0.140 | 2.921 | 0.098 | |
Temp * Diet | 0.671 | 4 | 0.168 | 3.499 | 0.018 | |
Cephalothorax length | Temp | 1.160 | 4 | 0.290 | 92.882 | < 0.0001 |
Diet | 0.026 | 1 | 0.026 | 8.424 | 0.004 | |
Temp * Diet | 0.043 | 4 | 0.011 | 3.445 | 0.010 | |
Wing length | Temp | 10.374 | 4 | 2.594 | 385.580 | < 0.0001 |
Diet | 0.060 | 1 | 0.060 | 8.952 | 0.003 | |
Temp * Diet | 0.132 | 4 | 0.033 | 4.911 | 0.001 | |
Adult longevity (water-fed) | Temp | 0.327 | 4 | 0.082 | 14.617 | < 0.0001 |
Diet | 4.973 | 1 | 4.973 | 888.087 | < 0.0001 | |
Temp * Diet | 0.828 | 4 | 0.207 | 36.978 | < 0.0001 | |
Adult longevity (sugar-fed) | Temp | 1.383 | 4 | 0.346 | 10.219 | < 0.0001 |
Diet | 0.933 | 1 | 0.933 | 27.576 | < 0.0001 | |
Temp * Diet | 0.152 | 4 | 0.038 | 1.125 | 0.346 | |
Glucose | Temp | 1.416 | 4 | 0.354 | 16.999 | < 0.0001 |
Diet | 0.217 | 1 | 0.217 | 10.421 | 0.002 | |
Temp * Diet | 0.141 | 4 | 0.035 | 1.691 | 0.170 | |
Glycogen | Temp | 3.539 | 4 | 0.885 | 36.564 | < 0.0001 |
Diet | 0.165 | 1 | 0.165 | 6.814 | 0.013 | |
Temp * Diet | 0.814 | 4 | 0.204 | 8.410 | < 0.0001 | |
Trehalose | Temp | 0.154 | 4 | 0.038 | 0.976 | 0.431 |
Diet | 0.732 | 1 | 0.732 | 18.606 | < 0.0001 | |
Temp * Diet | 0.160 | 4 | 0.040 | 1.015 | 0.411 | |
Female insemination | Temp | 0.010 | 4 | 0.003 | 0.270 | 0.895 |
Diet | 0.016 | 1 | 0.016 | 1.671 | 0.206 | |
Temp * Diet | 0.021 | 4 | 0.005 | 0.544 | 0.705 |
Abbreviation: Temp, temperature
Notes: P < 0.05 indicative of significant effect of factors
Table 2.
Larval diets | T (°C) | Development time (days ± SE) | Longevity (days ± SE) | |||||||
---|---|---|---|---|---|---|---|---|---|---|
L1 | L2 | L3 | L4 | Larval stage | Pupal stage | Total immature | Water | Sugar | ||
Khan’s | 15 | 5.32 ± 0.08a (n = 48) | 3.01 ± 0.06a (n = 48) | 3.37 ± 0.06a (n = 48) | 7.79 ± 0.12a (n = 48) | 19.50 ± 0.18a (n = 48) | 7.45 ± 0.09a (n = 21) | 27.11 ± 0.23a (n = 21) | 8.83 ± 0.16a | 22.52 ± 3.12a |
20 | 2.99 ± 0.04b (n = 53) | 1.52 ± 0.05b (n = 53) | 1.62 ± 0.06b (n = 53 | 3.15 ± 0.03b (n = 53) | 9.29 ± 0.07b (n = 53) | 4.04 ± 0.07b (n = 43) | 13.40 ± 0.13b (n = 43) | 6.73 ± 0.08b | 36.63 ± 2.97b | |
25 | 2.53 ± 0.01c (n = 54) | 1.17 ± 0.03c (n = 54) | 1.08 ± 0.03b (n = 53) | 2.77 ± 0.04c (n = 54) | 7.59 ± 0.05c (n = 54) | 2.61 ± 0.04c (n = 36) | 10.18 ± 0.06c (n = 36) | 6.91 ± 0.10b | 22.90 ± 2.29a | |
28 | 1.88 ± 0.03d (n = 51) | 0.68 ± 0.03d (n = 51) | 1.00 ± 0.03c (n = 51) | 1.82 ± 0.04d (n = 51) | 5.39 ± 0.08d (n = 51) | 1.86 ± 0.03d (n = 40) | 7.23 ± 0.11d (n = 40) | 7.84 ± 0.12c | 37.23 ± 4.07b | |
32 | 1.55 ± 0.03e (n = 44) | 0.95 ± 0.02e (n = 43) | 0.70 ± 0.04d (n = 44) | 1.63 ± 0.06e (n = 43) | 4.86 ± 0.08e (n = 44) | 1.70 ± 0.06e (n = 31) | 6.40 ± 0.04e (n = 31) | 8.63 ± 0.13a | 37.38 ± 4.06b | |
IAEA 2 | 15 | 6.09 ± 0.06a (n = 46) | 3.96 ± 0.09a (n = 46) | 4.29 ± 0.08a (n = 46) | 9.17 ± 0.26a (n = 46) | 23.51 ± 0.38a (n = 46) | 6.77 ± 0.19a (n = 26) | 29.81 ± 0.64a (n = 26) | 4.56 ± 0.19a | 16.23 ± 1.79a |
20 | 3.32 ± 0.05b (n = 48) | 1.92 ± 0.04b (n = 48) | 1.93 ± 0.04b (n = 48) | 3.93 ± 0.26b (n = 47) | 11.37 ± 0.11b (n = 48) | 4.67 ± 0.06b (n = 47) | 16.03 ± 0.13b (n = 47) | 5.03 ± 0.10b | 25.67 ± 2.82bc | |
25 | 2.79 ± 0.03c (n = 44) | 0.89 ± 0.03c (n = 44) | 1.22 ± 0.03c (n = 44) | 2.28 ± 0.03c (n = 44) | 7.20 ± 0.04c (n = 44) | 2.37 ± 0.04c (n = 28) | 9.73 ± 0.06c (n = 28) | 5.71 ± 0.09c | 18.90 ± 1.62ab | |
28 | 2.50 ± 0.01d (n = 54) | 0.57 ± 0.02d (n = 53) | 1.03 ± 0.01d (n = 54) | 2.03 ± 0.05d (n = 54) | 6.17 ± 0.06d (n = 53) | 1.91 ± 0.03d (n = 35) | 8.11 ± 0.05d (n = 35) | 5.10 ± 0.08b | 20.90 ± 0.90abc | |
32 | 2.11 ± 0.02e (n = 56) | 0.87 ± 0.02c (n = 56) | 0.75±0.04e (n = 56) | 1.91 ± 0.03d (n = 56) | 5.67 ± 0.05e (n = 56) | 1.65 ± 0.03e (n = 36) | 7.31 ± 0.06e (n = 36) | 5.50 ± 0.17bc | 28.43 ± 1.84c |
Notes: Mean values followed by the same letter in the same column within each larval diet are not significantly different, Tukey’s HSD text (P < 0.05)
Abbreviations: n, sample size; T, temperature
Larval diets significantly affected the mean development times of male individuals for the larval stages L1, L3 and L4 (except for L2), and the immature stages in general (Table 1). The larvae fed on Khan’s diet developed 1–2 days faster at each test temperature except for 25 °C compared with those fed on the IAEA 2 diet (Fig. 1). In addition, the effect of diet on the pupal stage depended on temperature (Table 1). In particular, t-tests revealed that the mean development time for the pupal stage differ significantly for the two larval diets tested at larval rearing temperatures of 15 °C, 20 °C and 25 °C (P < 0.05) but not at 28 °C and 32 °C (P > 0.05) (Fig. 1, Additional file: Table S1).
Survival of the immature stages
The percentage of pupation was significantly affected by the temperature and larval diet tested (Table 1). Post-hoc analysis revealed that the percentage of pupation for larvae fed on Khan’s diet at 28 °C (81.25 ± 4.33%) and 32 °C (71.87 ± 4.62%) were significantly lower (F(4, 15) = 12.661, P < 0.001) than those for larvae fed on the same diet at other test temperatures (15 °C: 89.58 ± 1.20 %; 20 °C: 97.92 ± 1.20 %; 25 °C: 95.83 ± 1.70%). The percentage of pupation was also recorded to be significantly lower than that for the IAEA 2 diet (up to 95% of pupation) (P < 0.05) (Fig. 2a and Additional file: Table S1).
The percentage of adult eclosion was significantly affected by temperature (Table 1). In particular, the mean percentage of adult eclosion at 15 °C was the lowest among temperature regimes (Khan’s diet: 54.23 ± 3.87%; IAEA 2 diet: 57.37 ± 8.22%). Percentage of adult eclosion was high when male pupae were kept at 20 °C (Khan’s diet: 100%; IAEA 2 diet: 97.22 ± 5.56%) and 25 °C (Khan’s diet: 92.52 ± 1.04%; IAEA 2 diet: 100%) (Fig. 2b). The main effect of larval diet on percentage of male eclosion was statistically non-significant, but the effect depended on temperature (Table 1). For example, the percentage of adult eclosion significantly increased up to 100% for Khan’s diet compared with those for the IAEA 2 diet, for which rates reached approximately 86%, when the larval mosquitoes were reared at 28 °C (Fig. 2b and Additional file: Table S1).
Pupal and wing morphometrics
The cephalothorax and wing lengths of male specimens were significantly influenced by temperature, larval diets, and the interaction between temperature and larval diet (Table 1). In general, the cephalothorax of male pupae reared at 28 °C and 32 °C was 1.02–1.15 times smaller than that of larvae reared at 25 °C or lower. CVs of the cephalothorax length were inconsistent for the increased temperatures tested under Khan’s diet and the IAEA 2 diet. For example, CVs of the cephalothorax length for pupae reared under Khan’s diet were 3.03%, 1.83%, 2.36%, 3.24% and 2.19% at 15 °C, 20 °C, 25 °C, 28 °C and 32 °C, respectively, and under the IAEA 2 diet were 3.78%, 1.95%, 2.52%, 2.03% and 2.63%. Similarly, the wing sizes of male mosquitoes derived from larvae reared at 28 °C and 32 °C were 1.06–1.32 times smaller than those of male mosquitoes derived from larvae reared at other temperatures. In addition, the results demonstrated that male larval mosquitoes reared at 28 °C and 32 °C with Khan’s diet possessed significantly shorter wings (2.16 ± 0.01 mm and 2.02 ± 0.01 mm, respectively) than those reared at 28 °C and 32 °C (2.23 ± 0.01 mm and 2.13 ± 0.01 mm, respectively) with the IAEA 2 diet (Fig. 3).
Sex ratio
There was no significant correlation between increasing temperature and percentage of males (r(40) = 0.247, P = 0.125). However, of all rearing conditions with different larval diets and temperatures, the pupal sex ratio of larvae fed on Khan’s diet under 28 °C and 32 °C was most significantly male-biased (Table 3).
Table 3.
Diet | T (° C) | Sex | Sex ratio (M:F) | Statistical output | |
---|---|---|---|---|---|
Male | Female | ||||
Khan’s | 15 | 48 | 37 | 1.297 | χ2 = 1.424, df = 1, P = 0.233 |
20 | 53 | 40 | 1.325 | χ2 = 1.817, df = 1, P = 0.178 | |
25 | 54 | 36 | 1.500 | χ2 = 3.600, df = 1, P = 0.058 | |
28 | 48 | 30 | 1.600 | χ2 = 4.154, df = 1, P = 0.042 | |
32 | 44 | 22 | 2.000 | χ2 = 7.333, df = 1, P = 0.007 | |
IAEA 2 | 15 | 46 | 35 | 1.314 | χ2 = 1.494, df = 1, P = 0.222 |
20 | 48 | 46 | 1.043 | χ2 = 0.043, df = 1, P = 0.837 | |
25 | 44 | 46 | 0.956 | χ2 = 0.044, df = 1, P = 0.833 | |
28 | 54 | 40 | 1.350 | χ2 = 2.085, df = 1, P = 0.149 | |
32 | 56 | 40 | 1.400 | χ2 = 2.667, df = 1, P = 0.102 |
Abbreviations: F, female; M, male; T, temperature
Longevity of adult male mosquitoes
Male adult longevity was significantly influenced by temperature and larval diet (Table 1). A statistically significant interaction indicated that the effects of temperature on water-fed male specimens longevity depended on the larval diet, but a non-significant interaction was observed for sugar-fed male specimens (Table 1). For sugar-fed male specimens, mean longevity of adults derived from larvae fed on Khan’s and IAEA 2 diet was significantly longer when larvae were reared at high temperatures (log-rank test: Khan’s diet: χ2 = 24.838, df = 4, P < 0.001; IAEA 2 diet: χ2 = 28.141, df = 4, P < 0.001). For instance, mean longevity of male specimens derived from larvae reared at 28 °C and 32 °C using IAEA 2 diet was 28.43 ± 1.84 days, which was significantly longer than those reared at 15 °C (16.23 ± 1.79 days) (Table 2). More than 90% of sugar-fed male adults derived from Khan’s diet at 28 °C and 32 °C survived for up to 22 days; the corresponding value for the IAEA 2 diet was up to 18 days (Fig. 4). By contrast, although the longevities were significantly different across temperatures tested (log-rank test: Khan’s diet: χ2 = 164.923, df = 4, P < 0.001; IAEA 2 diet: χ2 = 29.669, df = 4, P < 0.001), the mean longevity of water-fed male adult mosquitoes did not consistently increase with the rearing temperature. Approximately 50% of the male adult population derived from larvae fed on Khan’s diet survived 22–42 days compared with male adult population derived from larvae fed on the IAEA 2 diet, which survived for 16–26 days regardless of temperatures. Even with no sugar supply, overall, at least 80% of the male population derived from Khan’s diet survived for 6–8 days, longer than male specimens derived from larvae fed on the IAEA 2 diet, for which the corresponding value was 3–5 days regardless of temperature (Fig. 4).
Sugar content analyses
Temperature, larval diet, and interaction between temperature and larval diet exerted various influences on glucose, glycogen and trehalose levels (Table 1). Glucose levels in adult males were affected by temperature and larval diet. Temperature, diet, and the interaction between the two significantly affected glycogen levels (Table 1). In general, the glucose and glycogen levels increased along with temperature, though glucose levels at 15°C–28°C were not significantly different for both larval diets (Table 4). Post-hoc analysis revealed that significant differences in glucose levels occurred when the larvae were reared at 32 °C on Khan’s diet (27.96 ± 3.82 µg/mg insect weight; P < 0.05); this value was 2.18–3.91 times higher than those for the other lower temperatures tested. By contrast, the larvae reared at 32 °C on the IAEA 2 diet showed glucose levels of 12.82 ± 2.01 µg/mg insect weight, i.e. 1.31–2.46 times higher than those for the other lower temperatures tested. The highest glycogen levels were registered for individuals fed on Khan’s diet (29.97 ± 7.50 µg/mg insect weight) and on the IAEA 2 diet (8.54 ± 0.91 µg/mg insect weight) at 32 °C. In particular, the values for Khan’s and IAEA 2 diets were, respectively, 3.45–10.93 and 1.52–3.89 times higher than those for the same diets tested at lower temperatures. Trehalose levels were not significantly different across temperatures; only larval diet affected trehalose levels (Tables 1, 4). In particular, the mean trehalose levels of adult male individuals fed on the IAEA 2 diet during the larval stage ranged from 11.33 to 18.95 µg/mg insect weight; the corresponding values for those fed on Khan’s diet ranged from 7.53 to 12.38 µg/mg insect weight (Table 4). Pearsonʼs correlation analysis revealed that sugar content and water-fed male specimens were not significantly correlated (glucose r(10) = 0.519, P = 0,124; glycogen r(10) = 0.489, P = 0.152; trehalose r(10) = − 0.588, P = 0.074).
Table 4.
Larval diet | T (°C) | Sugar content (µg/mg insect weight) | Temperature tolerance (°C) | |||
---|---|---|---|---|---|---|
Glucose | Glycogen | Trehalose | ULT50 | LLT50 | ||
Khan’s | 15 | 7.14 ± 0.65a | 3.46 ± 0.31a | 7.53 ± 0.63a | 30.42 (–) | n.a. |
20 | 7.90 ± 1.50a | 3.73 ± 0.68a | 8.75 ± 1.44a | 36.44 (28.72–38.65) | − 1.43 (− 1.66– − 1.26) | |
25 | 8.87 ± 0.74a | 2.74 ± 0.19a | 8.27 ± 3.06a | 41.74 (32.99–44.08) | − 1.11 (− 2.13– − 1.00) | |
28 | 12.78 ± 2.36a | 8.68 ± 1.18b | 9.17 ± 3.42a | 42.06 (40.80–43.09) | − 1.80 (− 3.23–0.29) | |
32 | 27.96 ± 3.82b | 29.97 ± 7.50c | 12.38 ± 1.82a | 42.79 (42.42–43.17) | − 1.21 (− 1.52– − 0.87) | |
IAEA 2 | 15 | 5.21 ± 0.40a | 2.19 ± 0.24a | 11.33 ± 1.38a | na | na |
20 | 6.48 ± 0.38ab | 3.11 ± 0.59ab | 14.11 ± 0.68a | 40.01 (39.701-40.321) | − 2.10 (-2.25– − 1.96) | |
25 | 9.74 ± 3.61ab | 6.88 ± 1.32c | 18.95 ± 2.99a | 41.41 (39.62–42.55) | − 2.32 (− 2.46– − 2.19) | |
28 | 9.56 ± 2.70ab | 5.60 ± 0.47bc | 15.00 ± 2.08a | 42.2 (41.28–43.06) | − 1.05 (–) | |
32 | 12.82 ± 2.01b | 8.54 ± 0.91c | 16.39 ± 4.58a | 42.93 (41.23–45.82) | − 0.29 (–) |
Abbreviations: na, not applicable due to mortality of > 90% for each test temperature; (–), fiducial limit not generated due to high mortality occurring when temperature decreased; T, temperature
Notes: Mean values followed by the same letter in the same column within each larval diet are not significantly different, Tukey’s (HSD) (P < 0.05). Temperature tolerance was analyzed using probit analysis
Heat and cold tolerance
In general, male larval mosquitoes reared at high temperatures with Khan’s and IAEA 2 diets tended to be more tolerant of high temperatures during the adult stage, although the confidence intervals overlapped greatly (Table 4). The results demonstrated that the temperature required to kill 50% of the male adult population ranged from 41 °C to 43 °C when the larvae were reared between 25 °C and 32 °C; heat tolerance of male adult mosquitoes was less than 40 °C when the larvae were reared between 15 °C and 20 °C. For cold tolerance, LLT50 of male adult specimens fed on Khan’s diet during the larval stage consistently ranged from − 1.11 °C to − 1.80 °C across the test temperatures. By contrast, LLT50 of male adult individuals fed on the IAEA 2 diet was as low as − 2.32 °C (25 °C of the rearing temperature) to − 0.29 °C (32 °C of the rearing temperature) (Table 4).
Mating capacity
The results demonstrated no significant differences for the mean percentages of female individuals inseminated by male individuals reared at different temperatures and with different larval diets (Table 1). In general, 15.0–27.5% of female individuals for each replication were inseminated by a single male individual (Fig. 5). Most male individuals from all combination treatments were able to fill two spermathecae, with the next greatest number able to fill one spermatheca and then three spermathecae (Khan’s diet: χ2 = 17.07, df = 2, P < 0.001; IAEA 2 diet: χ2 = 16.89, df = 2, P < 0.001). For both larval diets, the ability of male individuals to fill three spermathecae differed significantly for larvae reared at 20 °C (Table 5) compared with those reared at other test temperatures; more male specimens derived at 28 °C and 32 °C filled two spermathecae (this also applied for larvae reared at 15 °C with the IAEA 2 diet) (Table 5). The correlation between the number of inseminated females and mean sugar contents was not significant (glucose r(10) = 0.221, P = 0,539; glycogen r(10) = 0.210, P = 0.561; trehalose r(10) = 0.631, P = 0.050).
Table 5.
Diet | T (° C) | No. of inseminated females (n = 40 for each temperature tested) | No. of females that contained spermathecal capsule(s) filled | ||
---|---|---|---|---|---|
1 capsule | 2 capsules | 3 capsules | |||
Khan’s | 15 | 6 | 2 | 4 | 0 |
20 | 9 | 2 | 4 | 3 | |
25 | 9 | 4 | 4 | 1 | |
28 | 9 | 2 | 7 | 0 | |
32 | 10 | 3 | 7 | 0 | |
Chi-square test | χ2 = 4.018, df = 4, P = 0.404 | χ2 = 8.182, df = 4, P = 0.085 | χ2 = 13.247, df = 4, P = 0.010 | ||
IAEA 2 | 15 | 11 | 2 | 9 | 0 |
20 | 9 | 2 | 4 | 3 | |
25 | 10 | 4 | 4 | 2 | |
28 | 10 | 2 | 7 | 1 | |
32 | 12 | 3 | 7 | 2 | |
Chi-square test | χ2 = 7.387, df = 4, P = 0.117 | χ2 = 17.516, df = 4, P = 0.002 | χ2 = 9.997, df = 4, P = 0.040 |
Abbreviation: T, temperature
Discussion
Mass production of Ae. aegypti requires optimal temperature and balanced nutrition to promote fast and homogenous larval development, and high phenotypic quality male mosquitoes. Both temperature and nutrition affect the performance of sterile males in the field, e.g. flight capacity, resilience in the environment, high endurance against climatic adversity, and competitiveness with wild male individuals to mate, which is important for classical SIT. Male phenotypic qualities are determined as early as the larval stages, because biosynthesis of energy reserves is significant during fourth-instar larval stage [39]. Our results elucidated that both temperatures and larval diets interactively influence immature development, sex allocation, male adult life parameters, teneral energy and heat tolerance.
Immature development
The effect of temperature on mosquito immature development is significant. The increasing temperature elevates mosquito body temperature, leading to an increase in metabolism and respiration rate. The elevated temperatures may also affect the nervous and endocrine systems, which are responsible for insect metamorphosis [40]. Thus, the developmental rate of immature stages is temperature-dependent as increasing of temperature within particular range (14–38 °C) is negatively correlated with developmental time and body size [28, 41–47]. A minimum temperature threshold for larval development of Ae. aegypti is set at 8.3 °C [43]. In the present study, although larval survival at 15 °C was as high as at other temperatures, significant pupal mortality was observed (54–57%, compare Fig. 2a and b). At low temperatures, mosquitoes took significantly longer to forage for food, potentially resulting in increased resource and labor costs, making 15 °C unfavorable for mass rearing. Raising temperatures to shorten immature development time is favorable and cost-effective for male mass production [15, 25, 48], but our study demonstrated that rapid larval development contributed life history trait trade-offs.
In this study, high percentage of pupation and adult eclosion were observed when the larvae were maintained at 20–32 °C (Fig. 2). The result is in line with findings by Tun-Lin et al. [43] and Farjana et al. [49] in that the optimum temperature range for survival of larvae fed on standardized rodent diet mixed with animal liver powder as well as with yeast extract powder was between 20 °C and 30 °C; survival of the immature stages was significantly reduced at both 15 °C and 35 °C. Our study demonstrated that the percentage of pupation was interactively affected by temperature and diet type. At 28–32 °C, high temperatures accelerated the development of mosquitoes compared with the other test temperatures (15–25 °C). However, the larvae at each larval stage must achieve a minimum larval mass before progressing to the next stage [18]. In particular, larvae are required to accumulate minimum threshold of proteins and lipids, when reaching the final fourth-instar, for developing to the next stage [39]. Otherwise, the poor nutritional condition reduces energy reserve accumulation in Ae. aegypti and prompts premature mortality [39]. Even, fast development at high temperatures [18] under low quality nutrition [32] may cause insufficient nutrient intake, and these conditions are detrimental to mosquito larval development. The rearing combinations at 28–32 °C may therefore explain why the low percentage of pupation (70–80%) occurred when larvae were fed on Khan’s diet, which probably has a lower protein content than the IAEA 2 diet does (pupation of 97–100%) (Fig. 2). Although the differences were not statistically significant, pupae derived from larvae fed on Khan’s diet exhibited higher percentage of adult eclosion than those derived from larvae fed on the IAEA 2 diet.
Sex ratio
The production of the cheaper sex (male) is favored under poor environmental conditions to increase the population number by increasing the mating probability in a population [50]. Gunathilaka et al. [29] reported that in Ae. aegypti, a relatively high proportion of male individuals was produced from the larvae reared with less food (10–20 ml), whereas the sex ratio was female-skewed when the larvae were fed with more food (40–50 ml). For Ae. albopictus, Puggioli et al. [26] reported that a high percentage of pupal male specimens was obtained when the larvae were reared at the lowest diet concentrations in their experiment setup. The sex ratios for the IAEA 2 diet at the four temperatures tested (except for 25 °C) demonstrated a slight male bias, but this was non-significant. Our results agreed with those from the study by Bond et al. [27], who tested the IAEA 2 and LRD diets on Ae. aegypti under two photo phase regimes, in which the overall adult sex ratio exhibited a slight male bias using the IAEA 2 diet, ranging from 1.17:1 to 1.23:1 (male:female), compared with using the LRD diet (0.98:1 to 1.02:1). Our results indicate that the sex ratio difference could not be explained exclusively by the effect of larval diet, but temperature should also be factored in. Significant male bias was observed for pupal male individuals when Ae. aegypti larvae were fed on Khan’s diet at 28 °C and 32 °C but not at 25 °C and below. By contrast, more female individuals were produced at high temperatures of 28 °C and above with a high-nutrition diet [45, 51]. This finding is likely explained by the notion that mosquito larvae may exhibit considerable differences in the survival of each sex, causing male skew, as evidenced by the low pupation rate with Khan’s diet at 28 °C and 32 °C. In Ae. aegypti, the critical weight of male fourth-instar larvae for triggering the molting process at 32 °C is 1.66 mg, which is lower than the corresponding weight for female individuals (1.99 mg) [18]. Male larvae must accumulate a relatively low level of energy reserves compared with female larvae before pupation to ensure survival at the next stage [18]. Thus, a likelihood exists that a high proportion of female larvae was killed before becoming pupae at high temperatures when fed relatively nutritionally poor diets owing to insufficient mass and energy reserves for pupation.
Mosquito size
Pupal cephalothorax length was inversely related to temperature (Fig. 4). The pupal size also tended, although less consistently, to exhibit low CVs for both test diets and across temperatures. Homogeneous size of reared pupae and synchronicity of pupation onset are critical to ensure the efficiency of mechanical sex separation procedures during the pupal stages [26, 27]. Along with the considerable differential survival of sexes causing a male skew in certain circumstances, this form of sexual selection for survival may further increase the efficiency of male mosquito mass production.
More nutrients are usually acquired over extended periods of larval development [32], and optimal nutrition acquisition during larval development produces large mosquitoes [27, 52–55]. Bond et al. [27] demonstrated that the LRD diet, containing 10% more protein than the IAEA diet, produced larger adult male and female specimens. In our study, male mosquitoes were larger when fed on the IAEA 2 diet than when they were fed on Khan’s diet. The difference was, however, not significant unless the larvae were reared at high temperatures. For instance, Khan’s diet produced 1.03–1.05 times smaller male mosquitoes at 28 °C and 32 °C than the IAEA 2 diet (Fig. 3). Larger mosquitoes are favored, as these are more likely to survive [56, 57] and potentially produce more sperm [58, 59]. However, our study argues against this.
Adult longevity and energy reserves
In this study, we observed male longevity in two different situations: male specimens could access either sugar solution or water only. This study demonstrated that, although the male mosquitoes fed on Khan’s diet were generally small, the adults exhibited higher longevity than those fed on the IAEA 2 diet in both the sugar- and water-fed experiments (Table 2). Rather than body size [56], the lifespan increase may have been associated with the high teneral energy reserves in male mosquitoes. Male mosquitoes fed on Khan’s diet exhibited glucose and glycogen levels as high as 27.96 μg/mg insect weight and 29.97 μg/mg insect weight, respectively, values at least 2–3-fold higher than for those reared on IAEA 2 diets (glucose: 12.82 μg/mg insect weight; glycogen: 8.54 μg/mg insect weight). One possible explanation is that the presence of cereals and legumes as the main source of carbohydrates in Khan’s diet may have significantly increased the teneral energy reserves in the form of glucose and glycogen. The IAEA 2 diet contains yeast as an additive source of carbohydrates [25]. Khan et al. [24] stated that the addition of yeast only into the larval diet did not significantly change the overall development or male performance of mosquitoes.
Our results did not support the notion that prolongation of development time at the immature stage at a low temperature increased the energy reserves and longevity of male mosquitoes as reported by Puggioli et al. [25], Nisbet et al. [60], and Briegel & Timmermann [61]. Although high temperatures resulted in short larval developmental periods and smaller male specimens, these possessed higher energy reserves per unit weight. This was particularly true for male specimens from larvae reared at 28 °C and 32 °C, which survived significantly longer than those at 15 °C in sugar-fed experimental setup. High levels of glucose and glycogen were detected in male specimens reared at 32 °C, whereas at 15 °C, the glucose and glycogen levels were approximately 2–10-fold lower than those reared at the highest temperatures tested. Our study demonstrated that the pupae took 5–7 days to emerge to adulthood at 15 °C, whereas adulthood was reached after 1–2 days for pupae maintained at 32 °C. We speculate that energy reserves were severely depleted over a prolonged pupation period at low temperatures [62, 63], potentially accounting for the low levels of glucose and glycogen in the adult stage.
Even in the limited food condition, as much as 80% of the male population fed on Khan’s diet during the larval stage managed to survive for up to 6–8 days compared with those fed on the IAEA 2 diet that could only support male specimens for up to 6 days. In male An. gambiae (s.s.), the optimum insemination rate of mosquitoes is at 4–8 days-old [64]. For male mosquitoes, 3–7 days is thought to be an ideal age for use in an Anopheles SIT programme [20]. Thus, the long lifespan of released male mosquitoes may be advantageous in the SIT programme, because it increases survival of released male mosquitoes and the probability of mating with wild females in the field [23].
Temperature tolerance
Trehalose is vital for insects to survive under extreme thermal conditions. It acts as a cryoprotectant to reduce the supercooling point of some freeze-avoiding insects by stabilizing the protein structure of the cells during desiccation and thermal stress [65]. In addition, trehalose levels are maintained in insect haemolymph during the larval stage, because it serves as a source of energy for growth, metamorphosis and chitin synthesis [18]. We observed that trehalose levels were higher, ranging from 11.33 to 18.95 µg/mg insect weight in newly emerged male specimens fed on the IAEA 2 diet during larval stages, regardless of temperature, compared with Khan’s diet, although this difference was non-significant. The high level of trehalose in male adults reared using the IAEA 2 diet increased their heat tolerance for ULT50 to between 40– 43 °C. In Drosophila melanogaster (Meigen), adults fed on protein-rich diets tended to increase their heat tolerance levels compared with those fed on carbohydrate-rich diets; the opposite applies for cold tolerance, in relation to which carbohydrate levels are more influential [66]. For Khan’s diet, the trehalose level was low at 25 °C and below (ranging from 7.53 to 8.75 μg/mg insect weight) but increased with increased temperatures; in particular, the trehalose level was above 9 µg/mg insect weight at 28 °C and 32 °C. The trehalose increment elevated upper temperature tolerance to 42 °C. However, for temperature and larval diet regimes at the lower lethal temperature, trehalose levels in male adults demonstrated no clear effects.
Mating capacity
In this study, we observed no significant effect of diet and temperature on the percentage of inseminated female specimens. However, the ability of male specimens to inseminate more than two spermatheca capsules was temperature-dependent, in which, significantly, larger male specimens reared at 20 °C were capable of filling three spermathecae. Nevertheless, even small male specimens derived at 28 °C and 32 °C were capable of filling two spermathecae. As a result of these observations, we suggest that a smaller body may not affect male specimens’ mating capacity, whereas the findings of Ponlawat & Harrington [58] and of Armbruster & Hutchington [59] are in opposition. In SIT programs, mating competitiveness is crucial to ensure the ability of males to compete with wild males for mating. However, male mating competitiveness was not examined in the course of this experiment; this requires further study.
Conclusions
In conclusion, larvae fed on Khan’s diet were characterized by shorter immature development time compared with those fed on the IAEA 2 diet. High temperatures of 28 °C and 32 °C elicited secondary sex ratio manipulation, causing a significant male skew for Khan’s diet. In addition, males produced under Khan’s diet at 28 °C and 32 °C had longer lifespan and superior endurance of extreme temperatures and starvation conditions, attributable to energy reserves accumulated. These characteristics may increase the mating chances of males with wild females in the field, because male survival was probably significantly improved. Specimens fed on the IAEA 2 diet exhibited higher percentage of pupation and larger males compared with those fed on Khan’s diet, but no evidence indicated reduced mating capacity among small mosquitoes fed on Khan’s diet. The mating competitiveness of male mosquitoes at various test temperatures and diet regimes is of interest, because diet regime was always size-dependent [67]. The protein levels of males fed on Khan’s diet and the IAEA 2 diet also warrant further investigation. In particular, the irradiation process may, to a certain extent, cause somatic cell damage to irradiated mosquitoes. In this respect, proteins may be vital for fitness improvement as well as mating competitiveness before release, as observed in mass-reared Mediterranean fruit fly [68].
Supplementary information
Acknowledgments
We thank members of the Medical Entomology, and Ecology and Pest Control Laboratory, National Chung Hsing University, Taiwan, for their valuable technical assistance. HIS was supported by a scholarship from the Programme for Research and Innovation in Science and Technology (RISET-Pro) World Bank Loan No. 8245-ID, the Ministry of Research, Technology and Higher Education, the Republic of Indonesia. LJB was supported by grants from NHRI-108A1-MRCO-0219191.
Abbreviations
- FAO
Food and Agriculture Organization
- IAEA
International Atomic Energy Agency
- LRD
laboratory rodent diet
- PUFAs
polyunsaturated fatty acids
- ULT
upper lethal temperature
- LLT
lower lethal temperature
- CV
coefficient of variance
- L1–4
larval instars 1–4
Authors’ contributions
HIS performed the experiments. HIS and K-BN conceived and designed the study. HIS, K-BN, L-JB and W-CT analyzed and interpreted the data. W-CT and K-BN provided mosquitoes and all experimental resources. HIS, L-JB and K-BN wrote the manuscript. All authors read and approved the final manuscript.
Funding
This study was partially supported by grants from the Ministry of Science and Technology, Taiwan (MOST 105-2313-B-005-004-MY2 and MOST 106-2311-B-005-010-MY3).
Availability of data and materials
The data supporting the conclusions of this study are provided within the article. All datasets generated and analyzed during this study are available from the corresponding author upon reasonable request.
Ethical approval and consent to participate
The mouse-use protocol for blood supply tests has been reviewed and approved by the Institutional Animal Care and Use Committee (approval no. 102-76), effective from October 23, 2013 to October 17, 2018.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Hadian Iman Sasmita, Email: sasmitahadian6@gmail.com.
Wu-Chun Tu, Email: wctu@dragon.nchu.edu.tw.
Lee-Jin Bong, Email: bongleejin@yahoo.com.
Kok-Boon Neoh, Email: neohkokboon@yahoo.com.
Supplementary information
Supplementary information accompanies this paper at 10.1186/s13071-019-3830-z.
References
- 1.Alphey L, McKemey A, Nimmo D, Neira Oviedo M, Lacroix R, Matzen K, Beech C. Genetic control of Aedes mosquitoes. Pathog Glob Health. 2013;107:170–179. doi: 10.1179/2047773213Y.0000000095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Bourtzis K, Dobson SL, Xi Z, Rasgon JL, Calvitti M, Moreira LA, et al. Harnessing mosquito-Wolbachia symbiosis for vector and disease control. Acta Trop. 2014;132:S150–S163. doi: 10.1016/j.actatropica.2013.11.004. [DOI] [PubMed] [Google Scholar]
- 3.Arredondo-García JL, Hadinegoro SR, Reynales H, Chua MN, Medina DR, Chotpitayasunondh T, Tran NH, et al. Four-year safety follow-up of the tetravalent dengue vaccine efficacy randomized controlled trials in Asia and Latin America. Clin Microbiol Infec. 2018;24:755–763. doi: 10.1016/j.cmi.2018.01.018. [DOI] [PubMed] [Google Scholar]
- 4.Benedict MQ, Robinson AS. The first releases of transgenic mosquitoes: an argument for the sterile insect technique. Trends Parasitol. 2003;19:349–355. doi: 10.1016/S1471-4922(03)00144-2. [DOI] [PubMed] [Google Scholar]
- 5.Dame DA, Curtis CF, Benedict MQ, Robinson AS, Knols BG. Historical applications of induced sterilisation in field populations of mosquitoes. Malar J. 2009;8(Suppl. 2):S2. doi: 10.1186/1475-2875-8-S2-S2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Helinski ME, Parker AG, Knols BG. Radiation biology of mosquitoes. Malar J. 2009;8(Suppl. 2):S6. doi: 10.1186/1475-2875-8-S2-S6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Catteruccia F, Godfray HC, Crisanti A. Impact of genetic manipulation on the fitness of Anopheles stephensi mosquitoes. Science. 2003;299:1225–1227. doi: 10.1126/science.1081453. [DOI] [PubMed] [Google Scholar]
- 8.Irvin N, Hoddle MS, O’Brochta DA, Carey B, Atkinson PW. Assessing fitness costs for transgenic Aedes aegypti expressing the GFP marker and transposase genes. Proc Nalt Acad Sci USA. 2004;101:891–896. doi: 10.1073/pnas.0305511101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Lacroix R, McKemey AR, Raduan N, Wee LK, Ming WH, Ney TG, 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.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]
- 11.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]
- 12.Yeap HL, Axford JK, Popovici J, Endersby NM, Iturbe-Ormaetxe I, Ritchie SA, Hoffmann AA. Assessing quality of life-shortening Wolbachia-infected Aedes aegypti mosquitoes in the field based on capture rates and morphometric assessments. Parasit Vectors. 2014;7:58. doi: 10.1186/1756-3305-7-58. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Ritchie SA, van den Hurk AF, Smout MJ, Staunton KM, Hoffmann AA. Mission accomplished? We need a guide to the ‘post release’ world of Wolbachia for Aedes-borne disease control. Trends Parasitol. 2018;34:217–226. doi: 10.1016/j.pt.2017.11.011. [DOI] [PubMed] [Google Scholar]
- 14.Marrelli MT, Moreira CK, Kelly D, Alphey L, Jacobs-Lorena M. Mosquito transgenesis: what is the fitness cost? Trends Parasitol. 2006;22:197–202. doi: 10.1016/j.pt.2006.03.004. [DOI] [PubMed] [Google Scholar]
- 15.Bellini R, Calvitti M, Medici A, Carrieri M, Celli G, Maini S. Use of the sterile insect technique against Aedes albopictus in Italy: first results of a pilot trial. In: Vreysen MJ, Robinson AS, Hendrichs J, editors. Area-wide control of insect pests. Dordrecht: Springer; 2007. pp. 505–515. [Google Scholar]
- 16.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]
- 17.Briegel H, Knusel I, Timmermann SE. Aedes aegypti: size, reserves, survival, and flight potential. J Vector Ecol. 2001;26:21–31. [PubMed] [Google Scholar]
- 18.Chambers GM, Klowden MJ. Correlation of nutritional reserves with a critical weight for pupation in larval Aedes aegypti mosquitoes. J Am Mosquito Contr. 1990;6:394–399. [PubMed] [Google Scholar]
- 19.Cohen AC. Insect diets: science and technology. Boca Raton: CRC Press; 2015. [Google Scholar]
- 20.Yahouédo GA, Djogbénou L, Saïzonou J, Assogba BS, Makoutodé M, Gilles JR, et al. Effect of three larval diets on larval development and male sexual performance of Anopheles gambiae s.s. Acta Trop. 2014;132:S96–S101. doi: 10.1016/j.actatropica.2013.11.014. [DOI] [PubMed] [Google Scholar]
- 21.Damiens D, Benedict MQ, Wille M, Gilles JR. An inexpensive and effective larval diet for Anopheles arabiensis (Diptera: Culicidae): eat like a horse, a bird, or a fish? J Med Entomol. 2014;49:1001–1011. doi: 10.1603/ME11289. [DOI] [PubMed] [Google Scholar]
- 22.Mamai W, Lobb LN, Bimbilé Somda NS, Maiga H, Yamada H, Lees RS, Bouyer J, Gilles JR. Optimization of mass-rearing methods for Anopheles arabiensis larval stages: effects of rearing water temperature and larval density on mosquito life-history traits. J Econ Entomol. 2018;111:2383–2390. doi: 10.1093/jee/toy213. [DOI] [PubMed] [Google Scholar]
- 23.Somda NS, Dabiré KR, Maiga H, Yamada H, Mamai W, Gnankiné O, et al. Cost-effective larval diet mixtures for mass rearing of Anopheles arabiensis Patton (Diptera: Culicidae) Parasit Vectors. 2017;10:619. doi: 10.1186/s13071-017-2552-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Khan I, Farid A, Zeb A. Development of inexpensive and globally available larval diet for rearing Anopheles stephensi (Diptera: Culicidae) mosquitoes. Parasit Vectors. 2013;6:90. doi: 10.1186/1756-3305-6-90. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Puggioli A, Balestrino F, Damiens D, Lees RS, Soliban SM, Madakacherry O, et al. Efficiency of three diets for larval development in mass rearing Aedes albopictus (Diptera: Culicidae) J Med Entomol. 2013;50:819–825. doi: 10.1603/ME13011. [DOI] [PubMed] [Google Scholar]
- 26.Puggioli A, Carrieri M, Dindo ML, Medici A, Lees RS, Gilles JR, Bellini R. Development of Aedes albopictus (Diptera: Culicidae) larvae under different laboratory conditions. J Med Entomol. 2017;54:142–149. doi: 10.1093/jme/tjw127. [DOI] [PubMed] [Google Scholar]
- 27.Bond JG, Ramirez-Osorio A, Marina CF, Fernández-Salas I, Liedo P, Dor A, Williams T. Efficiency of two larval diets for mass-rearing of the mosquito Aedes aegypti. PloS One. 2017;12:e0187420. doi: 10.1371/journal.pone.0187420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Couret J, Dotson E, Benedict MQ. Temperature, larval diet, and density effects on development rate and survival of Aedes aegypti (Diptera: Culicidae) PLoS One. 2014;9:e87468. doi: 10.1371/journal.pone.0087468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Gunathilaka PA, Uduwawala UM, Udayanga NW, Ranathunge RM, Amarasinghe LD, Abeyewickreme W. Determination of the efficiency of diets for larval development in mass rearing Aedes aegypti (Diptera: Culicidae) Bull Entomol Res. 2018;108:583–592. doi: 10.1017/S0007485317001092. [DOI] [PubMed] [Google Scholar]
- 30.Hapairai LK, Marie J, Sinkins SP, Bossin HC. Effect of temperature and larval density on Aedes polynesiensis (Diptera: Culicidae) laboratory rearing productivity and male characteristics. Acta Trop. 2014;132:S108–S115. doi: 10.1016/j.actatropica.2013.11.024. [DOI] [PubMed] [Google Scholar]
- 31.Bayoh MN, Lindsay SW. Effect of temperature on the development of the aquatic stages of Anopheles gambiae sensu stricto (Diptera: Culicidae) Bull Entomol Res. 2003;93:375–381. doi: 10.1079/BER2003259. [DOI] [PubMed] [Google Scholar]
- 32.Calkins CO, Parker AG. Sterile insect quality. In: Dyck VA, Hendrichs J, Robinson AS, editors. Sterile insect technique. Dordrecht: Springer; 2005. pp. 269–296. [Google Scholar]
- 33.Bong LJ, Tu WC, Neoh KB, Huang CG, Ting RX. The effect of insecticidal stress on reproductive output of susceptible and field strains of Aedes aegypti (Diptera: Culicidae) J Med Entomol. 2017;55:36–42. doi: 10.1093/jme/tjx191. [DOI] [PubMed] [Google Scholar]
- 34.Koenraadt CJ. Pupal dimensions as predictors of adult size in fitness studies of Aedes aegypti (Diptera: Culicidae) J Med Entomol. 2014;45:331–336. doi: 10.1093/jmedent/45.2.331. [DOI] [PubMed] [Google Scholar]
- 35.Packer MJ, Corbet PS. Size variation and reproductive success of female Aedes punctor (Diptera: Culicidae) Ecol Entomol. 1989;14:297–309. doi: 10.1111/j.1365-2311.1989.tb00960.x. [DOI] [Google Scholar]
- 36.Van Handel EM. Rapid determination of glycogen and sugars in mosquitoes. J Am Mosq Control Assoc. 1985;1:299–301. [PubMed] [Google Scholar]
- 37.Leyva A, Quintana A, Sánchez M, Rodríguez EN, Cremata J, Sánchez JC. Rapid and sensitive anthrone-sulfuric acid assay in microplate format to quantify carbohydrate in biopharmaceutical products: method development and validation. Biologicals. 2008;36:134–141. doi: 10.1016/j.biologicals.2007.09.001. [DOI] [PubMed] [Google Scholar]
- 38.Lyons CL, Coetzee M, Terblanche JS, Chown SL. Thermal limits of wild and laboratory strains of two African malaria vector species, Anopheles arabiensis and Anopheles funestus. Malar J. 2012;11:226. doi: 10.1186/1475-2875-11-226. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Timmermann SE, Briegel H. Larval growth and biosynthesis of reserves in mosquitoes. J Insect Physiol. 1999;45:461–470. doi: 10.1016/S0022-1910(98)00147-4. [DOI] [PubMed] [Google Scholar]
- 40.Neven LG. Physiological responses of insects to heat. Postharvest Biol Tec. 2000;21:103–111. doi: 10.1016/S0925-5214(00)00169-1. [DOI] [Google Scholar]
- 41.Bar-Zeev M. The effect of temperature on the growth rate and survival of the immature stages of Aedes aegypti (L.) Bull Entomol Res. 1958;49:157–163. doi: 10.1017/S0007485300053499. [DOI] [Google Scholar]
- 42.Rueda LM, Patel KJ, Axtell RC, Stinner RE. Temperature-dependent development and survival rates of Culex quinquefasciatus and Aedes aegypti (Diptera: Culicidae) J Med Entomol. 1990;27:892–898. doi: 10.1093/jmedent/27.5.892. [DOI] [PubMed] [Google Scholar]
- 43.Tun-Lin W, Burkot TR, Kay BH. Effects of temperature and larval diet on development rates and survival of the dengue vector Aedes aegypti in north Queensland, Australia. Med Vet Entomol. 2000;14:31–37. doi: 10.1046/j.1365-2915.2000.00207.x. [DOI] [PubMed] [Google Scholar]
- 44.Kamimura K, Matsuse IT, Tajahashi H, Komukai J, Fukuda T, Suzuki K, et al. Effect of temperature on the development of Aedes aegypti and Aedes albopictus. Med Entomol Zool. 2002;53:53–58. doi: 10.7601/mez.53.53_1. [DOI] [Google Scholar]
- 45.Mohammed A, Chadee DD. Effects of different temperature regimens on the development of Aedes aegypti (L.) (Diptera: Culicidae) mosquitoes. Acta Trop. 2011;119:38–43. doi: 10.1016/j.actatropica.2011.04.004. [DOI] [PubMed] [Google Scholar]
- 46.Carrington LB, Armijos MV, Lambrechts L, Barker CM, Scott TW. Effects of fluctuating daily temperatures at critical thermal extremes on Aedes aegypti life-history traits. PloS One. 2013;8:e58824. doi: 10.1371/journal.pone.0058824. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Grech MG, Sartor PD, Almirón WR, Ludueña-Almeida FF. Effect of temperature on life history traits during immature development of Aedes aegypti and Culex quinquefasciatus (Diptera: Culicidae) from Córdoba city, Argentina. Acta Trop. 2015;146:1–6. doi: 10.1016/j.actatropica.2015.02.010. [DOI] [PubMed] [Google Scholar]
- 48.Medici A, Carrieri M, Scholte EJ, Maccagnani B, Luisa Dindo M, Bellini R. Studies on Aedes albopictus larval mass-rearing optimization. J Econ Entomol. 2011;104:266–273. doi: 10.1603/EC10108. [DOI] [PubMed] [Google Scholar]
- 49.Farjana T, Tuno N, Higa Y. Effects of temperature and diet on development and interspecies competition in Aedes aegypti and Aedes albopictus. Med Vet Entomol. 2012;26:210–217. doi: 10.1111/j.1365-2915.2011.00971.x. [DOI] [PubMed] [Google Scholar]
- 50.Myers JH. Sex ratio adjustment under food stress: maximization of quality or numbers of offspring? Am Nat. 1978;112:381–388. doi: 10.1086/283280. [DOI] [Google Scholar]
- 51.Mourya DT, Yadav P, Mishra AC. Effect of temperature stress on immature stages and susceptibility of Aedes aegypti mosquitoes to chikungunya virus. Am J Trop Med Hyg. 2004;70:346–350. doi: 10.4269/ajtmh.2004.70.346. [DOI] [PubMed] [Google Scholar]
- 52.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]
- 53.Arrivillaga J, Barrera R. Food as a limiting factor for Aedes aegypti in water-storage containers. J Vector Ecol. 2004;29:11–20. [PubMed] [Google Scholar]
- 54.Joy TK, Arik AJ, Corby-Harris V, Johnson AA, Riehle MA. The impact of larval and adult dietary restriction on lifespan, reproduction and growth in the mosquito Aedes aegypti. Exp Gerontol. 2010;45:685–690. doi: 10.1016/j.exger.2010.04.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Nasci RS. Influence of larval and adult nutrition on biting persistence in Aedes aegypti (Diptera: Culicidae) J Med Entomol. 1991;28:522–526. doi: 10.1093/jmedent/28.4.522. [DOI] [PubMed] [Google Scholar]
- 56.Maciel-de-Freitas R, Codeco CT, Lourenço-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]
- 57.Xue RD, Barnard DR, Muller GC. Effects of body size and nutritional regimen on survival in adult Aedes albopictus (Diptera: Culicidae) J Med Entomol. 2010;47:778–782. doi: 10.1603/ME09222. [DOI] [PubMed] [Google Scholar]
- 58.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. doi: 10.4269/ajtmh.2009.80.395. [DOI] [PubMed] [Google Scholar]
- 59.Armbruster P, Hutchinson RA. Pupal mass and wing length as indicators of fecundity in Aedes albopictus and Aedes geniculatus (Diptera: Culicidae) J Med Entomol. 2002;39:699–704. doi: 10.1603/0022-2585-39.4.699. [DOI] [PubMed] [Google Scholar]
- 60.Nisbet RM, Muller EB, Lika K, Kooijman SA. From molecules to ecosystems through dynamic energy budget models. J Anim Ecol. 2000;69:913–926. doi: 10.1046/j.1365-2656.2000.00448.x. [DOI] [Google Scholar]
- 61.Briegel H, Timmermann SE. Aedes albopictus (Diptera: Culicidae): physiological aspects of development and reproduction. J Med Entomol. 2001;38:566–571. doi: 10.1603/0022-2585-38.4.566. [DOI] [PubMed] [Google Scholar]
- 62.Ziegler R. Changes in lipid and carbohydrate metabolism during starvation in adult Manduca sexta. J Comp Physiol B. 1991;161:125–131. doi: 10.1007/BF00262874. [DOI] [PubMed] [Google Scholar]
- 63.Lorenz MW, Anand AN. Changes in the biochemical composition of fat body stores during adult development of female crickets, Gryllus bimaculatus. Arch Insect Biochem Physiol. 2004;56:110–119. doi: 10.1002/arch.20002. [DOI] [PubMed] [Google Scholar]
- 64.Sawadogo SP, Diabaté A, Toé HK, Sanon A, Lefevre T, Baldet T, et al. Effects of age and size on Anopheles gambiae s.s. male mosquito mating success. J Med Entomol. 2013;50:285–293. doi: 10.1603/ME12041. [DOI] [PubMed] [Google Scholar]
- 65.Thompson SN. Trehalose-the insect ‘blood’sugar. Adv Insect Physiol. 2003;31:85. [Google Scholar]
- 66.Andersen LH, Kristensen TN, Loeschcke V, Toft S, Mayntz D. Protein and carbohydrate composition of larval food affects tolerance to thermal stress and desiccation in adult Drosophila melanogaster. J Insect Physiol. 2010;56:336–340. doi: 10.1016/j.jinsphys.2009.11.006. [DOI] [PubMed] [Google Scholar]
- 67.Maïga H, Dabiré RK, Lehmann T, Tripet F, Diabaté A. Variation in energy reserves and role of body size in the mating system of Anopheles gambiae. J Vector Ecol. 2012;37:289–297. doi: 10.1111/j.1948-7134.2012.00230.x. [DOI] [PubMed] [Google Scholar]
- 68.Hamden H, Guerfali MM, Fadhl S, Saidi M, Chevrier C. Fitness improvement of mass-reared sterile males of Ceratitis capitata (Vienna 8 strain) (Diptera: Tephritidae) after gut enrichment with probiotics. J Econ Entomol. 2013;106:641–647. doi: 10.1603/EC12362. [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 data supporting the conclusions of this study are provided within the article. All datasets generated and analyzed during this study are available from the corresponding author upon reasonable request.