Skip to main content

Advertisement

  • Research
  • Open Access

Differential effects of inbreeding and selection on male reproductive phenotype associated with the colonization and laboratory maintenance of Anopheles gambiae

  • 1,
  • 1,
  • 2,
  • 1,
  • 2,
  • 2 and
  • 1Email author
Malaria Journal201413:19

https://doi.org/10.1186/1475-2875-13-19

©  Baeshen et al.; licensee BioMed Central Ltd. 2014

  • Received: 8 October 2013
  • Accepted: 6 January 2014
  • Published:

Abstract

Background

Effective mating between laboratory-reared males and wild females is paramount to the success of vector control strategies aiming to decrease disease transmission via the release of sterile or genetically modified male mosquitoes. However mosquito colonization and laboratory maintenance have the potential to negatively affect male genotypic and phenotypic quality through inbreeding and selection, which in turn can decrease male mating competitiveness in the field. To date, very little is known about the impact of those evolutionary forces on the reproductive biology of mosquito colonies and how they ultimately affect male reproductive fitness.

Methods

Here several male reproductive physiological traits likely to be affected by inbreeding and selection following colonization and laboratory rearing were examined. Sperm length, and accessory gland and testes size were compared in male progeny from field-collected females and laboratory strains of Anopheles gambiae sensu stricto colonized from one to over 25 years ago. These traits were also compared in the parental and sequentially derived, genetically modified strains produced using a two-phase genetic transformation system. Finally, genetic crosses were performed between strains in order to distinguish the effects of inbreeding and selection on reproductive traits.

Results

Sperm length was found to steadily decrease with the age of mosquito colonies but was recovered in refreshed strains and crosses between inbred strains therefore incriminating inbreeding costs. In contrast, testes size progressively increased with colony age, whilst accessory gland size quickly decreased in males from colonies of all ages. The lack of heterosis in response to crossing and strain refreshing in the latter two reproductive traits suggests selection for insectary conditions.

Conclusions

These results show that inbreeding and selection differentially affect reproductive traits in laboratory strains overtime and that heterotic ‘supermales’ could be used to rescue some male reproductive characteristics. Further experiments are needed to establish the exact relationship between sperm length, accessory gland and testes size, and male reproductive success in the laboratory and field settings.

Keywords

  • Reproductive Trait
  • Testis Size
  • Accessory Gland
  • Sperm Length
  • Male Body Size

Background

The fast spread of resistance to insecticides observed in the main malaria vectors, Anopheles gambiae sensu stricto, Anopheles arabiensis and Anopheles funestus [1, 2] suggests that the effectiveness of mass distribution of insecticide-treated nets (ITNs) and large-scale indoor residual spraying (IRS) in reducing the incidence of malaria in endemic countries [3, 4] will reach a plateau in the foreseeable future. There is an urgent need for development of not only new chemical compounds, but also of novel and alternative vector control approaches to complement pesticide-based strategies. This urgency explains the renewed interest in vector control using sterile male releases [5] and the rapid expansion of research focused on the release of genetically manipulated mosquitoes unable to transmit malaria [6]. Implicit to these approaches is the necessity to produce large numbers of sexually competitive male mosquitoes from colonized strains in order to target wild vector populations [7, 8]. The current knowledge base for mosquito mass-rearing techniques has been accumulated over a number of sterile-male mosquito release programmes attempted during the 1970s [5, 7, 9]. Although some of those programmes significantly impacted the targeted vector populations, results were generally too poor to warrant their continuation and expansion [5]. These projects generated valuable data about the relative mating competitiveness of laboratory-reared sterile males compared to wild males and putative negative effects of the chemical or radioactivity sterilization steps involved in producing sterile males [5]. They were, however, generally unable to identify the exact genetic and environmental processes associated with colonization and laboratory rearing that negatively affected the reproductive phenotype of mass-produces males [5, 8, 9].

Colonized strains that are well adapted to the laboratory are able to mate and lay eggs reliably and predictably in the laboratory setting and as such are the starting point of all release control programmes. In the process of establishing a new laboratory colony, the mosquito population undergoes at least one, and possibly several, selective sweeps and genetic bottlenecks as only a fraction of wild captured individuals survive and reproduce in their new environment and the resulting newly colonized strain progressively adapts to the insectary rearing conditions. Therefore, notwithstanding the potential direct negative fitness effects of sterilization or transgenesis [10, 11], the genetic changes associated with colonization have the potential to affect the competitiveness and fitness of a candidate release strain [7, 8, 12]. As an example, the colonization of a wild population of An. gambiae s.s. resulted in six-fold decrease in microsatellite allelic richness and two-fold decrease in heterozygosity over a period of two years [13]. Similar patterns have been reported from comparisons of isozyme allelic richness in field population versus laboratory strains of Aedes aegypti and Aedes formosus [14]. Most of the strains used preferentially for genetic engineering of An. gambiae have been bred in the laboratory for over 25 years (G3, KIL, etc.) [15] and are most likely to be considerably inbred. Inbreeding is thought to negatively affect fitness by increasing the frequency of homozygotes at the expense of hererozygotes [16]. Negative effects can occur either through the accumulation of deleterious recessive alleles leading to unfit homozygotes - the partial dominance hypothesis, or through the loss of favourable heterozygotes - the overdominance hypothesis [17, 18].

The broad causal relationship between inbreeding, decreased phenotypic quality and fitness is well documented from animal breeding studies [19]. In addition, the availability of neutral molecular markers in an increasingly large number of organisms has resulted in a recent flurry of heterozygosity-fitness correlation (HFC) studies reporting correlations between estimates of genetic diversity and fitness components in a variety of wild and captive populations [20]. Currently, none of these studies focus on mosquitoes. However there are some reports of negative effects of inbreeding on the reproductive success of An. gambiae laboratory populations (e g, [21]). Moreover, the loss of viability associated with severe inbreeding in attempts to isolate morphological genetic mutants and isogenic lines in Aedine and Anopheline mosquitoes is well documented [14, 22].

The expected negative effects of inbreeding on laboratory-reared mosquitoes have led to different schemes for reconstituting their genetic diversity prior to mosquito release programmes [7]. These approaches require crossing and backcrossing laboratory strains with the progeny of field-collected individuals, and are thus not always practical to implement regularly and efficiently [7]. Critically, these schemes ignore the independent contribution of selection for laboratory conditions, another genetic process that could impact the future mating competitiveness of released individuals. Consequently, such schemes can only be considered as hit-or-miss approaches. In addition, there is currently very little understanding of which reproductive traits are negatively impacted by colonization and of how these changes could potentially translate into decreased mating competitiveness in the field [8, 23]. Without that knowledge it is virtually impossible to improve on current breeding schemes and laboratory-rearing practices [7].

Here changes in sperm length, testes size and male accessory gland size of An. gambiae occurring at different stages of the colonization process were investigated through comparisons of the progeny of field-collected individuals and different laboratory strains aged two to 35+ years. Sperm length has been shown to be very variable in laboratory strains of An. gambiae [24] and one study reported that longer sperm were more likely to be stored in the female spermathecae upon mating than shorter ones [25]. There is also limited evidence that sperm length could correlate with male reproductive success in An. gambiae [26]. There are currently no studies focusing on variation in testes and male accessory glands size among laboratory or field anopheline populations. In anophelines, the size of both organs is known to increase with male mosquito age and culminate five to six days after emergence [27–29]. Testes size is expected to correlate with the size of the sperm reservoir, and thus could potentially affect the total number of females that males can inseminate. In addition to transferring sperm, male mosquitoes deposit a mating plug in the female atrium during copulation. The mating plug is produced by the male accessory glands and, once deposited in the female, acts as a physical barrier that decreases the likelihood of females mating with other males [21, 30]. These plugs also contain an array of sex-peptides that are responsible for inducing a cascade of behavioural changes in females [30–32]. These changes include refractoriness to further mating [30, 33, 34], host finding, feeding [35], and the initiation of oogenesis [36]. Changes in the size of male accessory glands could affect the size and/or number of plugs that males are able to transfer to females, and therefore determine the number of females they can inseminate.

In addition to comparing those reproductive characters in relation to the age of mosquito colonies, these traits were compared in a colony used to produce two genetically-modified (GM) strains. These strains had been genetically-modified using a two-phase transformation system [37]. The procedure required for genetic transformation leads to two successive genetic bottlenecks that could potentially affect the reproductive phenotype of these and other GM strains created using similar approaches. Finally, we performed crosses between strains and the progeny of field-caught females to create genetically-refreshed outbred strains for comparison with non-refreshed ones. Crosses were also made between old strains to generate heterotic hybrid males. Both types of crosses enabled us to better compare the effects of inbreeding from the effects of selection on the male reproductive phenotype.

This study is the first to describe broad phenotypic changes affecting sperm length, and the size of testes and male accessory glands during the colonization process of laboratory strains of An. gambiae and to shed light on the underlying genetic processes leading to these changes. The results have important implications for ecological studies focusing on mosquito reproductive success in the laboratory, as well as for protocols of mass mosquito rearing that are critical to the success of malaria control strategies relying on mosquito releases.

Methods

General strain maintenance

All experiments were conducted in 2009 and 2010 in dedicated insectaries of the Centre for Applied Entomology and Parasitology, Keele University. Mosquito strains were kept at 27 ± 2°C, 70 ± 5% relative humidity, with a 12-hr light/dark cycle. Larvae were grown at a density of 200 larvae/l and fed an optimized diet of ground fish food (Tetramin, Tetra, Melle, Germany) [38]. Upon pupation, pupae were transferred to a standard rearing cage made of a 5 L white polypropylene bucket (~20.5 cm height × 20 cm diameter) with a sleeved side opening for introducing and removing mosquitoes and accessories, and the top covered with mosquito netting. Adults were typically maintained at densities of 600–800 adults per enclosure and provided with water and a 5% glucose solution ad libitum.

Molecular form characterization

Field populations of An. gambiae s.s. have been subdivided into five chromosomal forms known as Mopti, Savanna, Bamako, Forest and Bissau based on typical arrangements of paracentric inversions located on the 2R chromosome [39–42]. Additionally, two molecular forms exhibiting fixed sequence differences in the intergenic spacer of the ribosomal DNA on the × chromosome and referred to as M and S molecular forms have been identified [43–45]. The M form has recently been elevated to specific status and renamed Anopheles coluzzii [46]. Here we will continue to refer to the M and S forms for simplicity. The combination of the ribosomal and inversion polymorphisms currently defines seven cryptic taxa that vary in geographical distribution and habitat use [41]. Consequently, the molecular form of colonized strains varies according to the geographical origin of the wild population they were derived from. Because old laboratory strains may have been contaminated by other strains, prior to conducting this study, all strains were characterized in terms of their molecular form using the PCR/RFLP diagnostic developed by Fanello et al. [47].

Mosquito strains and crosses

Wild-type strains

The ‘Mopti 2003’ strain, an M-form wild-type strain originally colonized from the village of N’Gabakoro Droit in Mali, West Africa by FT and G Lanzaro was ordered from the MR4 repository. In 2008, a new strain was colonized from the exact same location, which is referred to as ‘Mopti 2008’. The F1 progeny of wild-caught females from the same collection site was used for comparison with other colonized strains. Blood-fed females were collected from huts and brought to the insectary at the Malaria Research and Training Centre, Bamako, Mali. Once gravid, females were placed in individual tubes for oviposition. Two days later, individual egg batches and female carcases were shipped to Keele University. DNA extractions from females were carried out immediately using DNAzol (Invitrogen, Carlsbad, CA, USA). The diagnostic PCR/RFLP protocol developed by Fanello et al. [47] was used to differentiate An. gambiae s.s. females from those belonging the sister species An. arabiensis. The same diagnostic also indicated which individuals belonged to the M and S molecular forms among An. gambiae s.s. In Mali M-form individuals belong to the Mopti chromosomal form whilst S-form ones can belong to the Savanna or Bamako chromosomal forms [43–45]. Once successfully genotyped, the freshly hatched Mopti M-form An. gambiae s.s. broods (1st instar larvae) were placed in trays and reared using a standard larval rearing protocol (see above). Adults were maintained under the same conditions as the other strains until they were dissected for sperm, testes and accessory gland measurements.

Measurements of reproductive traits were also made using two East African wild-type strains colonized in the 1970s. These strains were the Kisumu strain originating from an S-form population from the Kisumu area in Kenya [48], and the KIL strain from Tanzania [15], which was originally an S-form strain but which has since been re-characterized as an M-form because of past contamination with an M-form strain.

Refreshed strains

To distinguish changes occurring as a result of colony inbreeding from those resulting from selection for laboratory conditions, we also created genetically ‘refreshed’ strains. In the progeny of inbred strains outcrossed to outbred field individuals, reproductive traits negatively affected by inbreeding should be restored whilst character changes resulting from laboratory selection would result in intermediate phenotypes. In 2009, the Mopti 2008 strain was refreshed by crossing 100 F1 virgin male progeny from wild blood-fed females collected in huts with 100 virgin female progeny from the colony and vice versa. The field-collected females had been sampled from the exact same site used to establish the Mopti 2008 colony. The offspring from these reciprocal crosses were combined to establish a new strain referred to as the ‘Mopti 2008 refreshed 2009’ strain. The Mopti 2003 strain was refreshed in a similar fashion in 2008 leading to the so-called ‘Mopti 2003 refreshed 2008’ strain.

Genetically modified strains

The EE and EVida3 transgenic strains of An. gambiae were used to test whether sequential transgenic modification can affect the male reproductive phenotype. Both strains were derived from the wild-type KIL strain described above using a two-phase targeted genetic transformation system [37]. The Phase 1 EE strain carries a transgene cassette consisting of the phenotypic marker ECFP under the control of the 3xP3 promoter driving its expression in the eyes and other nerve tissues, and the phiC31 integrase recognition sequence attP [46]. The Phase 2 EVida3 strain derived from the EE strain in a second transformation step carries a cassette consisting of 3xP3:ECFP, an additional marker 3xP3:Ds Red2 and the synthetic AMP Vida3 sequence with the An. gambiae carboxypeptidase promoter, signal peptide and untranslated regions [49]. Both strains were maintained as true-breeding homozygotes.

Heterotic `supermales’

To further contrast changes occurring as a result of colony inbreeding from those resulting from selection for laboratory conditions, heterotic Kisumu x KIL supermales were created by crossing the old strains with one another. Reproductive traits negatively affected by inbreeding should be fully restored in heterotic males whilst character changes resulting from laboratory selection would result in intermediate phenotypes. For sperm length measurements, 100 virgin Kisumu females and 100 KIL virgin males were combined into one cage and the resulting F1 progeny reared to adulthood and dissected for sperm measurements. Because the parental strains differ in their molecular form, the resulting progeny was thus ‘hybrid-like’. The same procedure was used to create heterotic supermales from crosses between KIL females and Mopti 2003 males. The resulting M-form progeny were used for measurements of sperm length and testes and accessory gland size.

Testes and male accessory glands size

All experiments were made using seven-day old male mosquitoes to ensure that their testes and accessory glands had reached their full size [27, 28] and that sperm reservoir contained a large number of mature sperm [29]. Male mosquitoes were killed by freezing and dissected under a trinocular microscope (Leica Microsystems GmbH, Solms, Germany). Fine needles were used to dissect out the testes and male accessory glands. Pieces of cuticle, gut and any detritus were cleared away and the testes and male accessory glands were photographed using a digital still camera (Olympus, Shinjuku, Japan). To determine the size of each testis and accessory glands, their surface on the digital images was calculated with the analysis tools in the ImageJ 1.4 software [50] and converted to mm2. All measurements were repeated twice and the average was taken for each sample.

Sperm length

For sperm measurements, the testes were isolated and transferred to a clean drop of saline. They were then ruptured using fine needles and the liberated spermatazoa were separated from other tissues and collected in the middle of the slide. Slides were immediately examined using differential interference contrast (Nomarski) microscopy (Carl Zeiss AG, Oberkochen, Germany) at 16x magnification. Twenty sperm cells taken from 20 independent fields of view were photographed at 40x magnification using an Infinity X 32 digital camera (Lumenera, Ottawa, Canada) were measured on screen from their digital images using ImageJ and converted to mm. All measurements were repeated twice and were averaged.

Wing length

Wing length was used as a correlate of mosquito body size [51]. The wings of dissected male mosquitoes were measured from the alular notch to the distal wing margin, excluding the fringe scales, to the nearest 0.01 mm using a binocular microscope with an eyepiece graticule and their length were averaged.

Statistical analysis

Correlation between sperm length and male body size have been reported elsewhere [26]. Similarly, the calculated surface of testes and accessory glands can be expected to increase with the male body. Mosquitoes from different strains reared under standard conditions can vary in adult body size because of intrinsic and extrinsic reasons and this can potentially confound between-strains differences in reproductive trait sizes. Therefore the full dataset was checked for correlations between sperm length, the size of testes and accessory glands and body size prior to further analyses. Allometric relationships between theses dependent variables and body size were described using the equation log(y) = log(a) + b log(x) where the coefficient b is the slope of the linear regression but also the power coefficient describing the allometric relationship between the size of the reproductive trait y and body size x as in y = kx b . When significant, the regression coefficient was used to correct the whole dataset for body size by dividing the variable y by x b (or bodysize b ) prior to further statistical analyses.

All data were checked for deviations from normality and heterogeneity of variances and analysed parametrically or non-parametrically accordingly. All statistical analyses were conducted using the software JMP10 (SAS Institute, Inc).

Results

Changes in reproductive phenotype in relation to colonization age

Sperm length

A total of 2,605 sperm cells were measured from 132 individuals from seven strains. Sperm length as compared among the progeny from field-caught Mopti females (Field Mopti) and males from Mopti 2008 and Mopti 2003 strains. All these strains were originally colonized from the same population from the village of N’ Gabacoro Droit, near Bamako, Mali. For these populations, males from older colonies had shorter sperm lengths (Figure 1, Table 1). The mean sperm length of the field Mopti males was 0.250 mm (95% confidence interval = 0.235-0.266 mm) and that of the 35 + -year old Kisumu strain was 0.102 mm (95% CI = 0.089-0.115 mm), resulting in a ~2.5-fold decrease in sperm length over 35 years of laboratory colonization. The two refreshed strains, Mopti 2008 refreshed 2009, and Mopti 2003 refreshed 2008, exhibited sperm length distributions comparable to that of the male progeny of wild females and their distributions clearly shifted towards higher sperm length compared to their non-refreshed counterparts.
Figure 1
Figure 1

Distribution of sperm length (mm) in relation to colony age and genetic refreshing. Twenty mature sperm cells were measured in 134 An. gambiae s.s. Field Mopti males and males from the Mopti 2008, Mopti 2008 refreshed 2009, Mopti 2003, Mopti 2003 refreshed 2008, KIL, and Kisumu colonies.

Table 1

Characteristics of the sperm length (mm) distribution in male progeny from field-caught females, four strains of contrasted age of colonization and two refreshed strains (see Methods )

Strain

Age (years)

Mean (mm)

Median (mm)

Range (mm)

Field Mopti

0

0.251

0.244

0.126–0.462

Mopti 2008

2

0.200

0.195

0.063–0.381

Mopti 2008

1

0.278

0.284

0.120–0.469

refreshed 2009

Mopti 2003

7

0.139

0.109

0.015–0.557

Mopti 2003

2

0.223

0.213

0.091–0.412

refreshed 2008

KIL

35+

0.190

0.181

0.054–0.372

Kisumu

35+

0.102

0.087

0.020-0.321

Formal statistical comparisons using nested analysis of variance revealed significant differences among strains and among male individuals nested within strains (ANOVA: strain: F6,2454 = 418.7, P < 0.001; male individual: F124,2454 = 6.6, P < 0.001). Differences among strains were further investigated by an analysis of variance conducted on the mean sperm length per male individual (ANOVA: strain: F6,127 = 47.4, P < 0.001). Post-hoc pair-wise comparisons showed that the grand mean of mean sperm lengths differed significantly between several groups of strains. The Mopti 2008 refreshed 2009, Field Mopti and Mopti 2003 refreshed 2008 had the largest sperm, followed by colonized strains Mopti 2008, KIL, Mopti 2003 and finally the Kisumu strains (Figure 2A).
Figure 2
Figure 2

Mean sperm length and testes and accessory gland sizes in relation to colony age and genetic refreshing. A) The mean sperm length (20 cells per male) was measured in male progeny of field-collected Mopti, in Mopti strains of various age and in very old strains, and in genetically refreshed colonies. B) The mean testes (light grey) and accessory glands (dark grey) size corrected for body size (±95% CI) measured in the same strains. Bars labeled with different letters were significantly different (Tukey P < 0.05).

Testes and accessory gland size

In contrast to sperm length, the size of testes (corrected for body size) was significantly larger in the old colonized strains KIL and Kisumu strains compared to all other strains (ANOVA: strain: F5,229 = 14.5, P < 0.001; Tukey: P < 0.05 in all cases). Field Mopti males had a mean testes size of 0.032 mm2 (95% CI = 0.031-0.033) whereas the mean size in males from the old KIL and Kisumu strain was 0.039 mm2 (0.037-0.041) and 0.041 mm2 (0.038-0.044), respectively, which is roughly equivalent to 1.2 and 1.3-fold increases (Additional file 1). Mean testes size did not differ significantly among field Mopti and the more recently colonized Mopti 2003 and Mopti 2008 strains, and the Mopti 2008 refreshed 2009 strain (Tukey: P > 0.05 in all cases) (Figure 2B).

Accessory gland size (corrected for body size) followed a different pattern to that of testes size and decreased significantly between Field Mopti individuals and all colonized strains including the younger ones (ANOVA: strain: F5,232 = 20.5, P < 0.001; Tukey: P < 0.05 in all cases). Field Mopti males had accessory glands of mean size 0.036 mm2 (0.034-0.038) but the old KIL and Kisumu strains had accessory glands of 0.029 mm2 (0.028-0.031) and 0.030 mm2 (0.028-0.031), resulting in ~1.2-fold decrease in size. Among colonized strains, males of the Mopti 2003 strain had significantly larger accessory glands than those of the Kisumu and Mopti 2008 strains (Tukey: P < 0.05). All other pair-wise comparisons between colonized strains were not significant (Tukey: P > 0.05 in all cases) (Figure 2B).

Changes in reproductive phenotype in relation to genetic transformation

Sperm length

Changes in sperm length were also investigated in the KIL strain and the EE and EVida3 strains sequentially derived from KIL using genetic transformation (Figure 3A, Additional file 1). As mentioned above, the 35 + -year-old KIL strain had significantly smaller sperm than Field Mopti males (ANOVA: strain: F3,76 = 40.3, P < 0.001). The phase-I EE GM strain did not show a significant reduction in sperm length compared to the wild-type KIL strain from which it is derived. However the phase-II EVida3 strain, itself derived from the EE line through an additional step of genetic modification, had significantly reduced sperm size compared to the KIL and EE strains (Tukey: P < 0.05) (Figure 3A). The mean sperm length of the EVida3 was almost half (47%) as long as that of Field Mopti males.
Figure 3
Figure 3

Mean sperm length and testes and accessory gland sizes in relation to genetic transformation. A) The mean sperm length (20 cells per male) was measured in male progeny of field-collected Mopti, and the KIL parental line of the transgenic phase-1 EE and EVida3 strains. B) The mean testes (light grey) and accessory glands (dark grey ) size corrected for body size (±95% CI) measured in the same strains. Bars labeled with different letters were significantly different (Tukey P < 0.05).

Testes and accessory gland size

Whilst the Field Mopti strain had significantly smaller testes (ANOVA: F3,151: 12.4, P < 0.001) and larger accessory glands (ANOVA: F3,152: 21.7, P < 0.001) than the KIL, EE and EVida3 strains, there were no significant differences in testes size and accessory gland size between males of the KIL strain and the two GM strains derived from it (Tukey: P > 0.05 in all cases) (Figure 3B, Additional file 1).

Changes in reproductive phenotype in relation to heterosis

Sperm length

The three oldest strains (Mopti 2003, KIL, and Kisumu) were used to create heterotic hybrid males and their sperm were compared to males of the parental strains and Field Mopti males. There were large differences in mean sperm length between the older inbred lines and their heterotic male progeny (ANOVA: strain: F5,109 = 52.5, P < 0.001) (Figure 4A, Additional file 1). The progeny of Kisumu females crossed with KIL males had significantly longer sperm than all old strains (Tukey: P < 0.05 in all cases). The sperm from that cross was nearly three times longer than that of the Kisumu males but did not significantly differ in length from that of the second cross. Heterotic males produced by crossing KIL females with Mopti 2003 males had much longer sperm than either parental strains (P < 0.05) but not significantly longer than that of Field Mopti males (P > 0.05) (Figure 4A, Additional file 1).
Figure 4
Figure 4

Mean sperm length and testes and accessory gland sizes in relation to heterosis. A) The mean sperm length (20 cells per male) was measured in male progeny of field-collected Mopti, the older KIL, Kisumu and Mopti 2003 strains and heterotic males crosses between the later strains. B) The mean testes (light grey) and accessory glands (dark grey) size corrected by wing length2 (±95% CI) measured in the same strains. Bars labeled with different letters were significantly different (Tukey P < 0.05).

Testes and accessory gland size

Comparisons of testes and accessory gland size were also made between heterotic males produced by crossing KIL females with Mopti 2003 males. The resulting progeny exhibited testes larger than Field Mopti males (ANOVA: F3,153 = 10.0, P < 0.001; Tukey: P < 0.05) but intermediate and not significantly different from either of that of its parental strains (P > 0.05) (Figure 4B). Similarly, their accessory gland were significantly smaller than that of the male progeny of field individuals (ANOVA: F3,157 = 18.6, P < 0.001; Tukey: P < 0.05) but not significantly different from that of the two parental strains (P > 0.05) (Figure 4B).

Relationship between reproductive traits and body size

The relationship between body size and the uncorrected data (Additional file 1) of sperm length, testes size, and accessory gland size was explored using the regression log(y) = log(a) + b log(x) where the coefficient b is the slope of the linear regression and the power coefficient of the allometry between reproductive trait and body size (see Methods). Surprisingly, no positive linear relationship was found between sperm length and male body size across all strains (regression: n = 208, T = -0.97, P = 0.333) or within any of the strains (P > 0.05 in all cases) (Figure 5A). The same was true when examining the relationship between body size and the minimum, maximum and median sperm length of male mosquitoes across all strains (P > 0.279 in all cases). Within strains, a relationship between minimum sperm length and body size was only found in the Mopti 2008 strain (P = 0.017) but this was not supported in the 10 other strains (P > 0.05 in all cases). No significant relationship was found between the median and maximum sperm length and body size within any of the strains (P > 0.05 in all cases).
Figure 5
Figure 5

Relationship between male body size and reproductive traits. A) The mean sperm length (20 cells per male), and B) mean testes and C) accessory gland sizes are shown in relation to male body size measured as wing length. Equations of significant allometric relationships are indicated in their linear and exponential form (in brackets). There was no significant allometric relationship between mean sperm length and male body size.

Across all strains there was significant relationship between log (male body size) and log (testes size) (regression: n = 352, T = 4.8, P < 0.001) (Figure 5B). However, the relationship did not hold when looking at each strain (P > 0.05). Furthermore when combining the potential effects of strain and body size in an analysis of covariance, the relationship between log (testes) and log (body size) was not significant, thereby indicating that it was mostly caused by variation in male body size between strains (ANCOVA: strain: F 8,342 = 9.4, P < 0.001; log(wing length): F 1,342 = 1.1, P = 0.297).

There was a significant positive linear relationship between the log (accessory gland size) and log (body size) (regression: n = 354, T = 12.71, P < 0.001) (Figure 5C) and the same was true when correcting for strain effects thereby indicating that the relationship was not caused by variation in body size between strains (ANCOVA: strain: F 8,354 = 12.4, P < 0.001; log(wing length): F 1,354 = 121.5, P < 0.001). The relationship between log (accessory gland size) and log (male body size) was also found to be significant in seven out of nine strains (P < 0.05 in all cases).

Discussion

This is the first study to examine evolutionary changes in reproductive traits following colonization and adaptation to the laboratory environment in An. gambiae and to distinguish the effects of different evolutionary forces acting on its reproductive phenotype. Contrasting changes were observed in the length of sperm, and the size of testes and male accessory gland in relation to the age of mosquito colonies. Laboratory mosquitoes generally had increasingly larger testes but shorter sperm and smaller accessory glands than their wild-type counterparts. Sperm length decreased with time of colonization. Comparisons among genetically transformed, genetically refreshed, and in heterotic males supported the idea that this decrease in male sperm length was due to inbreeding. In contrast to that pattern, testes size was found to increase over time and was larger in the long-established KIL and KIS strains, suggesting progressive adaptation to laboratory conditions. Furthermore, testes size did not differ between the KIL strain and the derived transgenic EE and Evida3 lines, suggesting that this change was driven by laboratory selection rather than by the two sequential genetic bottlenecks associated with the two-phase genetic transformation system. In addition testes size was not recovered with strain refreshment or in heterotic males confirming that this change was driven by laboratory selection. Finally, the size of male accessory glands decreased over time following a trajectory opposite to that of testes, albeit at a much faster rate, suggesting that selection for laboratory conditions led to a quick decrease of this organ’s size. Here again, further comparisons of these organs in relation to genetic transformation suggested that accessory gland size did not change in relation to genetic bottlenecking. In addition, accessory gland size was not improved in refreshed strains and in heterotic males thereby supporting the idea that adaptation to laboratory conditions drove these size change rather than inbreeding.

These results are important because they are the first to clearly highlight significant morphological differences between laboratory strains and wild mosquitoes and therefore serve to emphasize the need to validate laboratory findings with semi-field or field studies particularly when focusing on mosquito mating ecology. Although the exact relationship between the size of these male traits and mating success and fecundity was not demonstrated here, there is evidence from previous studies suggesting that changes in sperm, testes and accessory glands may affect male fitness (see below). Thus these changes have the potential to affect their mating competitiveness in the context of sterile or GM mosquito releases. Furthermore, whilst the negative effects of inbreeding on sperm size was counteracted in males from refreshed strains and heterotic males, strain refreshment was not sufficient to restore the wild-type-like testes and accessory gland phenotype. This suggests that producing males with a mating phenotype comparable to that of wild males might require complex breeding and rearing scheme. The possibility of creating heterotic ‘supermales’ with enhanced mating performance from old inbred lines adapted to the laboratory is an exciting development that may be an effective way for producing large numbers of competitive males. This exciting discovery warrants further evaluation.

That sperm length progressively decreases with colonization time, hence inbreeding, suggests that it could be used as a practical biomarker for describing levels of inbreeding in mosquito colonies. This constitutes a substantial improvement over measures of inbreeding relying on molecular markers heterozygosity since correlations between heterozygosity at neutral markers and fitness are notoriously weak [20, 52]. The unreliability of inbreeding estimates based on molecular markers is further compounded by their sensitivity to demographic events commonly affecting mosquito colonies, such as contaminations with other strains that can occur unbeknown to mosquito colony users. Thus sperm length comparisons between laboratory strains and between these strains and wild individuals from their population of origin provide a simpler way of comparing levels of inbreeding than the comparatively time consuming and expensive molecular approaches.

Currently the exact relationship between sperm length and male mosquito fitness is unknown and further studies are underway to establish that causal link. In anopheline mosquitoes, some studies suggest that larger sperm have a higher likelihood of fertilizing the eggs. A comparative study of Anopheles quadriannulatus, Anopheles darlingi and An. gambiae s.s. revealed high degrees of sperm length polymorphism in males from these four taxa [24]. It is noteworthy that for An. gambiae the size reported in that study ranged from 0.026-0.100 mm which is smaller than the range of the most inbred KIL (0.054-0.372 mm) and Kisumu strains (0.020-0.321 mm) [24]. Interestingly, the same study [24] and a study of An. arabiensis [25] showed that sperm recovered in the female spermathecae were comparatively larger than those measured from testes suggesting that larger sperm have the highest likelihood of fertilizing the eggs than smaller ones [24, 25]. In the outbred Keele strain, average sperm length was found to be ~0.199 mm (range 0.100-0.250 mm) and negatively genetically correlated with oviposition success [26]. These results are not necessarily incompatible with the patterns of sperm length in relation to inbreeding reported here and would suggest that the Keele strain with its intermediate sperm length was indeed not strongly inbred at the time of that study [26]. The same study showed that there was significant intra-specific variation in sperm length among males from the same Anopheles species as shown here. The exact function of sperm polymorphism in An. gambiae is currently still unknown and, despite the strong effect of inbreeding observed in this study, it is noteworthy that strains of increasing age retained comparable levels of sperm length variation despite a constant decrease in mean size and a shift towards higher proportions of small sperm. As outlined elsewhere [26], sperm variation could simply be maintained because of natural variation in the size of female sperm storage organs. Comparative studies in anopheline species [24] and stalk-eyed flies [53] suggest that sperm length and the female spermatheca size broadly co-evolve. Within species, experiments in Drosophila [54] and dung beetles [55] showed that the competitiveness of different-size sperm depended on the size of the female sperm storage organs. Taken together, these findings suggest that optimal sperm length could vary with spermatheca size, which strongly correlates with female body size [56]. Because female size depends on the female larval growth conditions [51] having polymorphic sperm might allow males to have higher reproductive success across a wide range of female body and spermatheca sizes.

The changes observed in testes and accessory gland size in relation to colonization time can be explained by the unique mating conditions associated with insectary rearing. In natural populations males await females in male-dominated swarms thereby creating conditions in which male competition for females is high and reproductive success may largely be driven by female choice [57]. This type of conditions, which bear analogies with leks, typically leads to very skewed distributions of male reproductive success with males of higher phenotypic quality securing most copula [57, 58]. The 50:50 sex ratio artificially created by combining distinct cohorts of freshly hatched female and male imagoes in small laboratory cages results in starkly different selection pressures on males. Anopheline males can typically inseminate up to five females per night [59]. Given the large number of virgin females available to males in crowded cages, the best males cannot possibly secure all mating, hence there may be more mating opportunities for males of lesser phenotypic quality. Male reproductive success may then depend less on the male phenotypic quality and female choice than on the male capacity to inseminate as many females as possible in a short window of time. In other words, laboratory rearing leads to increased sperm competition and larger testes size may be strongly selected for as they enable more frequent mating. The relationship between testes size and sperm competition is well described across a large number of taxa including insects [60–62]. Experimental evolution studies have also shown an increase in testes size in relation to increased sperm competition in Drosophila [63] and the bruchid beetle Callosobruchus maculatus [62].

Positive selection for testes size could result in negative selection on male accessory gland size if there is a negative genetic correlation between these two traits. Such a negative correlation could exist if, for example, there is a trade-off between sperm and sex-peptide production. However, the decrease in male accessory gland size over time appears to have been quicker than that of testes size. In anophelines the size of accessory gland is highly dependent on male mating status and decreases following mating [28, 29, 64]. The mating plug produced by the accessory glands is thought to acts as a physical barrier to further mating [21, 30]. It is noteworthy that An. gambiae males are thought capable of inseminating up to five females per night but of producing only two full mating plugs [64]. If cage rearing leads to scramble competition for females the importance of securing as many copula as possible might outweigh that of preventing females from further mating through the physical barrier of a full plug. Alternatively, female fecundity might not depend on a full mating plug under insectary conditions. Plugs contain sex-peptides that are responsible for inducing a number of behavioural changes [30–32] such as refractoriness to further mating [30, 33, 34], host finding and feeding [35], and the initiation of oogenesis [36]. They also contain the vitellogenic steroid hormone 20-hydroxyecdysone that may be an important determinant of female fecundity [65]. Thus the adaptive reduction in plug size observed in colonized strains could be linked to one or several changes in the female traits that are mediated by plug composition. Detailed analyses of changes in plug composition following colonization would therefore be required in order to delineate which of these is driving the observed changes in accessory gland size.

This study found no correlation between the mean sperm length and the body size of males in any of the strains studied or across all strains. In a study on the Keele strain of An. gambiae, the two traits were significantly correlated in some but not all datasets [26]. Here, there was an overall significant linear relationship between body size and testes size across all strains but the relationship did not hold when correcting for strain effects. In contrast, accessory gland size strongly correlated with body size across and within strains.

Conclusions

This study highlights adaptive and non-adaptive changes affecting laboratory-reared mosquito populations. Although rearing protocols may vary across laboratories and institutions, one can expect that the adaptive increase in testes size and decrease in accessory gland size observed here across several strains will apply to most if not all laboratory colonies. In addition, negative inbreeding effects are expected to accumulate as mosquito colonies age and these changes may affect their reproductive phenotypes as highlighted by the continuous changes observed in sperm length in relation to colonization time.

These findings emphasize the limitations of laboratory-based studies focusing on the mating process and reproductive success of An. gambiae s.s. and invite particular caution when extrapolating those findings to wild mosquito populations. Additionally, mass-rearing programmes gearing-up for the release of sterile or genetically modified males should as much as possible create environmental conditions that create field-like sexual selection and sperm selection pressures on males in order to insure their mating performance.

Declarations

Acknowledgements

This work was supported by a Wellcome Trust Programme Grant (#041085) to FT (co-PI), and scholarships the Nigerian Tertiary Education Trust Fund to NEE, and from the Saudi Ministry of Higher Education to RB.

Authors’ Affiliations

(1)
Centre for Applied Entomology and Parasitology, School of Life Sciences, Keele University, Keele, Staffordshire, ST5 5BG, UK
(2)
Malaria Research and Training Centre, Faculty of Medicine and Dentistry, University of Mali, Bamako, Mali

References

  1. Ranson H, N’Guessan R, Lines J, Moiroux N, Nkuni Z, Corbel V: Pyrethroid resistance in African anopheline mosquitoes: what are the implications for malaria control?. Trends Parasitol. 2011, 27: 91-98.View ArticlePubMedGoogle Scholar
  2. Mitchell SN, Stevenson BJ, Muller P, Wilding CS, Egyir-Yawson A, Field SG, Hemingway J, Paine MJI, Ranson H, Donnelly MJ: Identification and validation of a gene causing cross-resistance between insecticide classes in Anopheles gambiae from Ghana. Proc Natl Acad Sci USA. 2012, 109: 6147-6152.PubMed CentralView ArticlePubMedGoogle Scholar
  3. Lengeler C: Insecticide-treated nets for malaria control: real gains. Bull World Health Organ. 2004, 82: 84-PubMed CentralPubMedGoogle Scholar
  4. Pluess B, Tanser FC, Lengeler C, Sharp BL: Indoor residual spraying for preventing malaria. Cochrane Database Syst Rev. 2010, 4: CD006657-PubMedGoogle Scholar
  5. Benedict MQ, Robinson AS: The first releases of transgenic mosquitoes: an argument for the sterile insect technique. Trends Parasitol. 2003, 19: 349-355.View ArticlePubMedGoogle Scholar
  6. Alphey L, Beard CB, Billingsley P, Coetzee M, Crisanti A, Curtis C, Eggleston P, Godfray C, Hemingway J, Jacobs-Lorena M, James AA, Kafatos FC, Mukwaya LG, Paton M, Powell JR, Schneider W, Scott TW, Sina B, Sinden R, Sinkins S, Spielman A, Toure Y, Collins FH: Malaria control with genetically manipulated insect vectors. Science. 2002, 298: 119-121.View ArticlePubMedGoogle Scholar
  7. Benedict MQ, Knols BGJ, Bossin HC, Howell PI, Mialhe E, Caceres C, Robinson AS: Colonisation and mass rearing: learning from others. Malar J. 2009, 8: S4-PubMed CentralView ArticlePubMedGoogle Scholar
  8. Howell PI, Knols BGJ: Male mating biology. Malar J. 2009, 8: S8-PubMed CentralView ArticlePubMedGoogle Scholar
  9. Asman SM, McDonald PT, Prout T: Field studies of genetic-control systems for mosquitoes. Annu Rev Entomol. 1981, 26: 289-318.View ArticlePubMedGoogle Scholar
  10. Grover KK, Curtis CF, Sharma VP, Singh KRP, Dietz K, Agarwal HV, Razdan RK, Vaidyanathan V: Competitiveness of chemo-sterilized males and cytoplasmically incompatible translocated males of Culex pipiens fatigans wiedemann (Diptera, Culicidae) in field. Bull Entomol Res. 1976, 66: 469-480.View ArticleGoogle Scholar
  11. Marrelli MT, Moreira CK, Kelly D, Alphey L, Jacobs-Lorena M: Mosquito transgenesis: what is the fitness cost?. Trends Parasitol. 2006, 22: 197-202.View ArticlePubMedGoogle Scholar
  12. Reisen WK: Lessons from the past: historical studies by the University of Maryland and the University of California, Berkeley. Ecological aspects for application of genetically modified mosquitoes. Edited by: Takken W, Scott TW. 2003, Dordrecht: Kluwer Academic, 25-32.Google Scholar
  13. Norris DE, Shurtleff AC, Toure YT, Lanzaro GC: Microsatellite DNA polymorphism and heterozygosity among field and laboratory populations of Anopheles gambiae s.s. (Diptera: Culicidae). J Med Entomol. 2001, 38: 336-340.View ArticlePubMedGoogle Scholar
  14. Munstermann LE: Unexpected genetic consequences of colonization and inbreeding - allozyme tracking in Culicidae (Diptera). Ann Entomol Soc Am. 1994, 87: 157-164.View ArticleGoogle Scholar
  15. Gale KR, Crampton JM: DNA probes for species identification of mosquitoes in the Anopheles gambiae complex. Med Vet Entomol. 1987, 1: 127-136.View ArticlePubMedGoogle Scholar
  16. Wright LI, Tregenza T, Hosken DJ: Inbreeding, inbreeding depression and extinction. Conserv Genet. 2008, 9: 833-843.View ArticleGoogle Scholar
  17. Charlesworth D, Charlesworth B: Inbreeding depression and its evolutionary consequences. Annu Rev Ecol Syst. 1987, 18: 237-268.View ArticleGoogle Scholar
  18. Charlesworth B, Charlesworth D: The genetic basis of inbreeding depression. Genet Res. 1999, 74: 329-340.View ArticlePubMedGoogle Scholar
  19. Kristensen TN, Sorensen AC: Inbreeding - lessons from animal breeding, evolutionary biology and conservation genetics. Anim Sci. 2005, 80: 121-133.Google Scholar
  20. Chapman JR, Nakagawa S, Coltman DW, Slate J, Sheldon BC: A quantitative review of heterozygosity-fitness correlations in animal populations. Mol Ecol. 2009, 18: 2746-2765.View ArticlePubMedGoogle Scholar
  21. Tripet F, Thiemann T, Lanzaro GC: Effect of seminal fluids in mating between M and S forms of Anopheles gambiae. J Med Entomol. 2005, 42: 596-603.View ArticlePubMedGoogle Scholar
  22. Rutledge LC, Piper GN: Inbreeding of Aedes aegypti and Anopheles stephensi. Mosq News. 1984, 44: 43-50.Google Scholar
  23. Ferguson HMJ, John B, Ng’habi K, Knols BGJ: Redressing the sex imbalance in knowledge of vector biology. Trends Ecol Evol. 2005, 20: 202-209.View ArticlePubMedGoogle Scholar
  24. Klowden MJ, Chamber GM: Production of polymorphic sperm by anopheline mosquitoes and their fate within the female genital tract. J Insect Physiol. 2004, 50: 1163-1170.View ArticlePubMedGoogle Scholar
  25. Helinski MEH, Knols BGJ: Sperm quantity and size variation in un-irradiated and irradiated males of the malaria mosquito Anopheles arabiensis Patton. Acta Trop. 2009, 109: 64-69.View ArticlePubMedGoogle Scholar
  26. Voordouw MJ, Koella JC, Hurd H: Intra-specific variation of sperm length in the malaria vector Anopheles gambiae: males with shorter sperm have higher reproductive success. Malar J. 2008, 7: 214-PubMed CentralView ArticlePubMedGoogle Scholar
  27. Mahmood F, Reisen WK: Anopheles stephensi (Diptera: Culicidae): changes in male mating competence and reproductive system morphology associated with aging and mating. J Med Entomol. 1982, 19: 573-588.View ArticlePubMedGoogle Scholar
  28. Mahmood F, Reisen WK: Anopheles Culicifacies: effects of age on the male reproductive system and mating ability of virgin adult mosquitoes. Med Vet Entomol. 1994, 8: 31-37.View ArticlePubMedGoogle Scholar
  29. Huho BJ, Ng’habi KR, Killeen GF, Nkwengulila G, Knols BG, Ferguson HM: A reliable morphological method to assess the age of male Anopheles gambiae. Malar J. 2006, 5: 62-PubMed CentralView ArticlePubMedGoogle Scholar
  30. Klowden MJ: The check is in the male: male mosquitoes affect female physiology and behavior. J Am Mosq Control Assoc. 1999, 15: 213-220.PubMedGoogle Scholar
  31. Dottorini T, Nicolaides L, Ranson H, Rogers DW, Crisanti A, Catteruccia F: A genome-wide analysis in Anopheles gambiae mosquitoes reveals 46 male accessory gland genes, possible modulators of female behavior. Proc Natl Acad Sci USA. 2007, 104: 16215-16220.PubMed CentralView ArticlePubMedGoogle Scholar
  32. Rogers DW, Whitten MA, Thailayil J, Soichot J, Levashina EA, Catteruccia F: Molecular and cellular components of the mating machinery in Anopheles gambiae females. Proc Natl Acad Sci USA. 2008, 105: 19390-19395.PubMed CentralView ArticlePubMedGoogle Scholar
  33. Craig GB: Mosquitoes: female monogamy induced by male accessory gland substances. Science. 1967, 156: 1499-1501.View ArticlePubMedGoogle Scholar
  34. Shutt B, Stables L, Aboagye-Antwi F, Moran J, Tripet F: Male accessory gland proteins induce female monogamy in anopheline mosquitoes. Med Vet Entomol. 2010, 24: 91-94.View ArticlePubMedGoogle Scholar
  35. Lee JJ, Klowden MJ: A male accessory gland protein that modulates female mosquito (Diptera: Culicidae) host-seeking behavior. J Am Mosq Control Assoc. 1999, 15: 4-7.PubMedGoogle Scholar
  36. Chambers GM, Klowden MJ: Age of Anopheles gambiae Giles male mosquitoes at time of mating influence female oviposition. J Vector Ecol. 2001, 26: 196-201.PubMedGoogle Scholar
  37. Meredith JM, Basu S, Nimmo DD, Larget-Thiery I, Warr EL, Underhill A, McArthur CC, Carter V, Hurd H, Bourgouin C, Eggleston P: Site-specific integration and expression of an anti-malarial gene in transgenic Anopheles gambiae significantly reduces Plasmodium infections. PLoS One. 2011, 6: e14587-PubMed CentralView ArticlePubMedGoogle Scholar
  38. Aboagye-Antwi F, Tripet F: Effects of larval growth condition and water availability on desiccation resistance and its physiological basis in adult Anopheles gambiae sensu stricto. Malar J. 2010, 9: 225-PubMed CentralView ArticlePubMedGoogle Scholar
  39. Coluzzi M, Petrarca V, di Deco MA: Chromosomal inversion intergradation and incipient speciation in Anopheles gambiae. Boll Zool. 1985, 52: 45-63.View ArticleGoogle Scholar
  40. Toure YT, Petraca V, Traore SF, Coulibaly A, Maiga HM, Sankare SF, Sow M, di Deco MA, Coluzzi M: The distribution and inversion polymorphism of chromosomally recognized taxa of the Anopheles gambiae complex in Mali, West Africa. Parassitologia. 1998, 40: 477-511.PubMedGoogle Scholar
  41. della Torre A, Costantini C, Besansky NJ, Caccone A, Petrarca V, Powell JR, Coluzzi M: Speciation within Anopheles gambiae - the glass is half full. Science. 2002, 298: 115-117.View ArticlePubMedGoogle Scholar
  42. Lanzaro GC, Tripet F: Gene flow among populations of Anopheles gambiae: a critical review. Ecological aspects for application of genetically modified mosquitoes. Edited by: Takken W, Scott TW. 2003, Dordrecht: Kluwer Academic Press, 109-132.Google Scholar
  43. della Torre A, Fanello C, Akogbeto M, Dossou-yovo J, Favia G, Petrarca V, Coluzzi M: Molecular evidence of incipient speciation within Anopheles gambiae s.s. in West Africa. Insect Mol Biol. 2001, 10: 9-18.View ArticlePubMedGoogle Scholar
  44. Favia G, Lanfrancotti A, Spanos L, Siden-Kiamos I, Louis C: Molecular Characterization of ribosomal DNA polymorphisms discriminating among chromosomal forms of Anopheles gambiae. Insect Mol Biol. 2001, 10: 19-23.View ArticlePubMedGoogle Scholar
  45. Gentile G, Slotman M, Ketmaier V, Powell JR, Caccone A: Attempts to molecularly distinguish cryptic taxa in Anopheles gambiae s.s. Insect Mol Biol. 2001, 10: 25-32.View ArticlePubMedGoogle Scholar
  46. Coetzee M, Hunt RH, Wilkerson R, Della Torre A, Coulibaly MB, Besansky NJ: Anopheles coluzzii and Anopheles amharicus, new members of the Anopheles gambiae complex. Zootaxa. 2013, 3619: 246-274.View ArticlePubMedGoogle Scholar
  47. Fanello C, Santolamazza F, della Torre A: Simultaneous identification of species and molecular forms of the Anopheles gambiae complex by PCR-RFLP. Med Vet Entomol. 2002, 16: 461-464.View ArticlePubMedGoogle Scholar
  48. Kadri ABH: Cross-resistance to an insect juvenile hormone analogue in a species of the Anopheles gambiae complex resistant to insecticides. J Med Entomol. 1975, 12: 10-12.View ArticlePubMedGoogle Scholar
  49. Thyagarajan B, Olivares EC, Hollis RP, Ginsburg DS, Calos MP: Site-specific genomic integration in mammalian cells mediated by phage phi C31 integrase. Mol Cell Biol. 2001, 21: 3926-3934.PubMed CentralView ArticlePubMedGoogle Scholar
  50. Rasband WS: ImageJ. 2012, U.S. National Institutes of Health, Bethesda, Maryland, USA, imagej.nih.gov/ij/Google Scholar
  51. Lyimo EO, Koella JC: Relationship between body size of adult Anopheles gambiae s.l. and infection with the malaria parasite Plasmodium falciparum. Parasitology. 1992, 104: 233-237.View ArticlePubMedGoogle Scholar
  52. Slate J, David P, Dodds KG, Veenvliet BA, Glass BC, Broad TE, McEwan JC: Understanding the relationship between the inbreeding coefficient and multilocus heterozygosity: theoretical expectations and empirical data. Heredity. 2004, 93: 255-265.View ArticlePubMedGoogle Scholar
  53. Presgraves DC, Baker RH, Wilkinson GS: Coevolution of sperm and female reproductive tract morphology in stalk-eyed flies. Proc R Soc Lond B Biol Sci. 1999, 266: 1041-1047.View ArticleGoogle Scholar
  54. Miller GT, Pitnick S: Sperm-female coevolution in Drosophila. Science. 2002, 298: 1230-1233.View ArticlePubMedGoogle Scholar
  55. Garcia-Gonzalez F, Simmons LW: Shorter sperm confer higher competitive fertilization success. Evolution. 2007, 61: 816-824.View ArticlePubMedGoogle Scholar
  56. White GB, Muniss JN: Taxonomic value of spermatheca size for distinguishing four members of the Anopheles gambiae complex in East Africa. Bull World Health Organ. 1972, 46: 793-799.PubMed CentralPubMedGoogle Scholar
  57. Diabate A, Dao A, Yaro AS, Adamou A, Gonzalez R, Manoukis NC, Traore SF, Gwadz RW, Lehmann T: Spatial swarm segregation and reproductive isolation between the molecular forms of Anopheles gambiae. Proc R Soc Lond B Biol Sci. 2009, 276: 4215-4222.View ArticleGoogle Scholar
  58. Diabate A, Yaro AS, Dao A, Diallo M, Huestis DL, Lehmann T: Spatial distribution and male mating success of Anopheles gambiae swarms. BMC Evol Biol. 2011, 11: 184-PubMed CentralView ArticlePubMedGoogle Scholar
  59. Giglioli MEC, Mason GF: The mating plug in Anopheline mosquitoes. Proc R Entomol Soc Lond (A). 1966, 41: 123-129.Google Scholar
  60. Gage MJG: Associations between body-size, mating pattern, testis size and sperm lengths across butterflies. Proc R Soc Lond B Biol Sci. 1994, 258: 247-254.View ArticleGoogle Scholar
  61. Katvala M, Roenn JL, Arnqvist G: Correlated evolution between male ejaculate allocation and female remating behaviour in seed beetles (Bruchidae). J Evol Biol. 2008, 21: 471-479.View ArticlePubMedGoogle Scholar
  62. Gay L, Hosken DJ, Vasudev R, Tregenza T, Eady PE: Sperm competition and maternal effects differentially influence testis and sperm size in Callosobruchus maculatus. J Evol Biol. 2009, 22: 1143-1150.View ArticlePubMedGoogle Scholar
  63. Pitnick S, Miller GT, Reagan J, Holland B: Males’ evolutionary responses to experimental removal of sexual selection. Proc R Soc Lond B Biol Sci. 2001, 268: 1071-1080.View ArticleGoogle Scholar
  64. Mahmood F: Age-related changes in development of the accessory glands of male Anopheles albimanus. J Am Mosq Control Assoc (USA). 1997, 13: 35-39.Google Scholar
  65. Pondeville E, Maria A, Jacques JC, Bourgouin C, Dauphin-Villemant C: Anopheles gambiae males produce and transfer the vitellogenic steroid hormone 20-hydroxyecdysone to females during mating. Proc Natl Acad Sci USA. 2008, 105: 19631-19636.PubMed CentralView ArticlePubMedGoogle Scholar

Copyright

© Baeshen et al.; licensee BioMed Central Ltd. 2014

This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate. Please note that comments may be removed without notice if they are flagged by another user or do not comply with our community guidelines.

Advertisement

Malaria Journal

ISSN: 1475-2875

Contact us