Sexual activity increases resistance against Pseudomonas entomophila in male Drosophila melanogaster
© Gupta et al.; licensee BioMed Central Ltd. 2013
Received: 4 July 2013
Accepted: 3 September 2013
Published: 6 September 2013
Maintenance and deployment cost of immunity is high, therefore, it is expected to trade-off with other high cost traits like sexual activity. Previous studies with Drosophila melanogaster show that male’s ability to clear bacteria decreases with increase in sexual activity. We subjected this idea to test using two pathogens (Pseudomonas entomophila and Staphylococcus succinus) and three different populations of Drosophila melanogaster.
We found that sexual activity enhanced male survivorship in a pathogen specific manner. Sexually active males show higher resistance than virgins upon infection with Pseudomonas entomophila. Interestingly, the beneficial effects of sexual activity increased with time of co-habitation with females and declined when access to females was restricted. We observed no change in male survivorship upon experimentally varying the number of sexual interactions.
Our results show that the sexual activity-immunity trade-off in males cannot be generalised. The trade-off is potentially mediated through complex interactions between the host, pathogen and the environment experienced by the host.
KeywordsTrade-offs P. entomophila S. succinus Resistance
According to life history theory, if the maintenance of two traits is energetically costly, they are very likely to trade-off with each other [1, 2]. In promiscuous species like Drosophila melanogaster, males are selected to invest a substantial amount of resources in pre-copulatory traits such as courtship and post-copulatory traits such as sperm competition. At the same time, such organisms also have to maintain an energetically costly immune system in order to fight against a plethora of pathogens. Thus among males, sexual activity and immunity are likely to trade-off with each other [3, 4].
Multiple studies have tried to address the proposed trade-off between immunity and sexual activity. In one set of studies, increasing the level of sexual activity decreased components of immunity like phenoloxidase activity, encapsulation, hemocyte load, hemolytic activity and melanization in males of different insects [5–8]. Another set of studies have found that infection extracts a cost in terms of reduced ejaculate quality and secondary sexual characters in males [9, 10]. Sperm viability shows a negative genetic correlation with humoral components of immunity and a positive genetic correlation with cellular components of immunity . However, in Australian crickets, increased number of matings did not change lytic activity (an important component of immune system) . Singly mated males of Tenebrio molitor had better resistance to fungal infections compared to virgin males . Thus, the results about immunity- sexual activity trade-off in males have been fairly variable across studies. It is quite likely that at least a part of this variability is due to the different host-pathogen systems used and the components of immunity assayed across studies.
Phenotypic and experimental evolution studies in Drosophila melanogaster[5, 14, 15] suggest that under conditions of increased sexual activity, males show lower ability to clear bacteria from their body - a result interpreted to be in accordance with the proposed trade-off between sexual activity and immunity. Most of the previous studies in Drosophila addressing this issue [5, 14, 15] have used a bacterial strain (E. coli) which does not kill wild type flies but is pathogenic to flies which are immunodeficient. Even though E.coli has been successfully used as a model organism for the study of immunity, it is important to look at immunity and associated trade-offs using other pathogens which are capable of growing within a wild-type host and hence can establish a sustained infection. The present study addresses the effect of sexual activity on the post infection survivorship of Drosophila melanogaster males when they were challenged by two such pathogens: Pseudomonas entomophila and Staphylococcus succinus isolated from wild caught flies. We also measured bacterial load 24 hours post infection whenever a change in survivorship post infection was observed in order to tease out whether changes in resistance or in tolerance was responsible for change in post infection survivorship. ‘Resistance’ is defined as the ability to limit parasite burden and ‘tolerance’ as ability to limit damage caused by given parasite burden .
For our study, we used three different types of host systems -a recently wild-caught population (BRB) which has been maintained under laboratory conditions for about 20 generations, a long term laboratory adapted population (LH) which has been maintained under laboratory conditions for more than 300 generations and the standard laboratory line Canton S- and two pathogens -Pseudomonas entomophila (Pe) and Staphylococcus succinus (Ss). Pe is a highly virulent pathogen (causes about 70% mortality) isolated from Drosophila melanogaster. Ss is a weak pathogen (causes about 40% mortality) recently isolated from wild- caught fruit flies in Chandigarh, India (Singh and Prasad unpublished data). Our results do not conform to the idea of a trade-off between reproduction and immunity. Males’ survivorship when infected with one of the two pathogens used in this study (viz. Pe) was found to improve with reproductive activity, with synergistic effects on males’ resistance to this pathogen. We argue that our results challenge the generality of the idea of immunity-sexual activity trade-off and propose that such trade-off might be highly system specific.
Sexual activity enhances survivorship when infected with Pe
Summary of results from analysis of deviance between two models using log- likelihood ratio estimates to analyze the block differences (model1. ~treatment + (1 + treatment | block); model2. ~treatment)
p > | χ |
Summary of results from Cox proportion regression analysis of survivorship of sexually active and virgin males
Median time to death
To address this new finding in some depth, we used Pe and BRB males for our further studies.
Resistance is at least partially responsible for higher survivorship
Effect of sexual activity on CFUs 24 hours after infection with P.entomophila
p > F
Block & Random
Hours × Block
Mating Status × Hours
Mating Status × Block
Mating Status × Hours × Block
Sexual activity is beneficial only if it precedes infection
Duration of male – female interaction affects survivorship
Effect of intensity of sexual activity on survivorship
Protective effect of sexual activity decays over time
We repeated this experiment in two more blocks where we had two treatments: 1. males separated from females for four days (after two day interaction with females) before infection and 2. Males separated from females for 1 day (after two day interaction with females) prior to infection. A separate virgin set was run with both the treatments. We used 50 males for each treatment × block combination. To check for an effect of block, same analysis using R packages coxme and coxphw was performed as mentioned before and no effect of block was observed (analysis of deviance, p = 1, df =3). Survivorship analysis showed that males which were separated from females one day prior to infection survived better than virgin males (Cox proportion regression analysis, p < 0.001) (Figure 7B) while the survivorship of males deprived of mates four days prior to infection was not significantly different from that of virgin males (Cox proportion regression analysis, p = 0.4) (Figure 7C), which is consistent with the result of the previous experiment.
Since survivorship of males held without females for four days and that of virgin males was not significantly different, we measured the bacterial load of flies from these two treatments 24 hours post - infection. We did not find any significant difference in the CFUs obtained from the two treatments (t-test, Mean ln CFU ± S.E.; Virgins = 9.3 ± 0.43; Males held without females = 9.5 ± 0.48; t = −0.34, df = 14, p = 0.75). Our earlier results (section b of Results) clearly show that sexually active males have lower bacterial loads compared to virgin males 24 hours post infection. Hence the present result, taken together with the previous result (on bacterial loads of sexually active and virgin males) indicates that the resistance of males increases with sexual activity but this increase in resistance is transient. When deprived of access to females for four days, resistance of males declines to the same levels as those of virgin males.
Our study clearly shows that sexual activity can have beneficial effects on immunity of males measured in terms of survivorship post infection in a pathogen dependent manner. When Staphylococcus succinus (Ss) was used as the pathogen, we found no difference between virgins and sexually active males in their post infection survivorship. However, when the pathogen was Pseudomonas entomophila (Pe), sexually active males had higher resistance compared to virgins as well as higher post infection survival rates. The protective effect of sexual activity on immunity was dependent on the duration of male–female cohabitation and the time gap between infection and the last interaction with females. This finding clearly challenges the widely accepted idea of a trade-off between sexual activity and immunity.
We observed an increase in resistance against Pe in sexually active males. The number of CFUs obtained from sexually active males 24 hrs post infection with Pe was significantly lower than those obtained from virgin males. However, the number of CFUs in virgins and mated males separated from females for four days was not significantly different indicating that the ability to resist Pe in mated males is a temporary effect which declines if further access to females is denied. These results clearly indicate that at least a part of the higher post infection survivorship (when infected with Pe) observed in sexually active males can be attributed to their increased resistance, i.e., ability to clear the pathogen and/or suppress the pathogens’ growth. We did not find any clear evidence of change in tolerance in sexually active or virgin males since bacterial load 24 hours post infection were different in these two treatments. Thus, it is most likely that the ability to resist Pe increases in sexually active males. We found that survivorship of virgin males and males held with females for one hour was not different from each other but males held with females for two days had significantly higher survivorship than either type of male. Thus, we find that the beneficial effects of sexual activity against Pe on survivorship post-infection are cumulative, being accrued over multiple male–female interactions. Increase in the intensity of sexual activity (male: female ratio of 1:4 compared to single mating pair per vial), however, does not alter the survivorship post infection, indicating a possible threshold beyond which increased sexual activity does not affect survivorship. Given the high mating rate in our host species, it is quite possible that this threshold is reached even when the treatment has a single mating pair. Therefore even though in female biased treatment (♂:♀ :: 1:4) mating rate is expected to be higher, it does not manifest in a difference in survivorship post infection. In previous studies using a gram negative pathogen E. coli, it has been shown that sexual activity and immunity (measured as bacterial load) are negatively correlated [5, 14]. However, our study involving, a gram negative (Pe) and a gram positive (Ss) pathogen found no negative effect of sexual activity on male immunity. In Tenebrio molitor, singly mated males survive fungal infections better than virgin males . Our results are in broad agreement with this study  in that mated males can survive bacterial infection better than virgin males.
There are at least two major reasons to explain the difference between our results and results of the other studies that did find a trade-off between immunity and sexual activity. First, immunity is a complex trait with multiple measureable components. In our study, we have measured survivorship post infection as an over-all measure of the health of the organism and its Darwinian fitness. Other studies that have found a tradeoff between sexual activity and immunity have assayed various functional components of immunity such as phenoloxidase activity, encapsulation, hemocyte load, hemolytic activity etc. (6–10). Thus, it is quite possible that in a given study, the presence or absence of trade-off between sexual activity and immunity depends on which components of immune system are assayed. Second, the trade-off between immunity and sexual activity seems to depend on the host-pathogen system being used in the study. In our own study, we found that the virgins and sexually active males survived equally well when the pathogen was Ss. However, when the pathogen was Pe, sexually active males had higher resistance and survived better than virgin males. Therefore, specific interactions between host and pathogen might determine the trade-off between sexual activity and immunity. The fact that we did not find any trade-off between immunity and sexual activity in males suggests that the proposed trade-off cannot be generalized. It is important to note that our study used three different populations of Drosophila melanogaster as hosts and two different pathogens. For each pathogen, we found consistent results across all three host populations, indicating that our results are robust across host populations.
The increased survivorship of sexually active males (compared to virgin males) upon infection with Pe is quite surprising and our results point towards probable underlying causes. Other studies  have found that if denied further access to females, the reproductive physiology of mated males progressively resembles that of virgin males over a three day period. Our finding that the protective effects of sexual activity decay over a three day period is suggestive of the involvement of changes in reproductive physiology in the increased resistance of the host . However such changes offer protection against infections from Pe but not Ss indicating specificity in terms of protective effects of sexual activity.
Our results suggest the necessity for caution while generalising the existing notion of an immunity-sexual activity trade-off in males. We show that sexual activity might increase host resistance against bacterial infection in a pathogen dependent manner. Further, the beneficial effects of sexual activity depend on the duration of male–female co-habitation and time from last mating. Our results indicate that immunity tradeoffs might be mediated through complex interactions between host, pathogen and the environment. Thus our results have major implications for the understanding of evolution of antibacterial immunity, reproductive behaviour and life-history related traits.
Host system (Drosophila melanogaster)and general fly handling
Two outbred, laboratory adapted populations – LH  and BRB and an inbred line (Canton S) were used as model hosts. BRB was established by mixing 18 wild-caught isofemale lines from Blue Ridge, USA and was maintained for 20 generations prior to the experiments. All the populations are maintained on 14 day discrete generation cycle, 12:12 LD regime, 25°C and 60-80% RH. The maintenance of LH populations has been described in detail previously . LH is maintained on cornmeal-molasses food and BRB and Canton S on banana-jaggery food. For the experiments, flies were reared and maintained on their respective food.
In all our experiments, unless otherwise stated, flies were handled as follows: To generate flies for the experiments, eggs were collected from the stock populations and dispensed into food vials at a density of 100 eggs per vial. The vials were then incubated at 25°C temperature, 12:12 light –dark cycle at 50% RH. Flies were isolated as virgins (by isolating them within 6 hours of eclosion) from the peak of eclosion on the 10th day post egg collection. Flies were housed in single sex groups at a density of 5 flies per vial. At the time of infection, flies were typically four days old (post eclosion). For virgin treatments, males continued to be housed in single sex groups until infection. For treatments involving sexually active males, we combined 5 virgin males with 5 virgin females in a vial on 12th day post egg collection (ie 2-day post eclosion). The flies were allowed to interact for 2 days after which, the females were discarded and the males were infected. All males continued to be housed in single sex groups of 5 per vial post infection. Flies were transferred to fresh food vials every alternate day without anesthesia. Since we have used Drosophila melanogaster as host, no ethical approval was required.
Two pathogens gram negative Pseudomonas entomophila L48  (Pe) and gram positive Staphylococcus succinus subsp. succinus (Ss) were used. Pseudomonas entomophila was isolated from the environment of Drosophila melanogaster while Staphylococcus succinus was isolated from wild caught Drosophila [Singh K, Prasad NG: Unpublished data]. Protocol followed is reported previously in . Briefly, bacterial culture was grown at 27°C and 37°C for Pe and Ss respectively till OD = 1 ± 0.1 following which cells were pellet down and suspended in equal volume of 10 mM MgSO4 before infection. Ss being a weak pathogen, the suspension was concentrated to OD 2.2 ± 0.1 before infection.
Infection protocol and monitoring the flies for survivorship
Flies were lightly anesthetized using CO2. Flies were infected by pricking with a fine needle (Minutein pin 0.1 mm, Fine Science Tools, CA) dipped in bacterial suspension (bacteria suspended in 10 mM MgSO4) in the thorax. The control flies were pricked with a needle dipped in sterile 10 mM MgSO4 (sham infection). Flies were maintained at 250C before, during and after infection with Pe and Ss. Flies were monitored for death post infection. We found no mortality over the first 18 hours post infection. Observations for mortality were made once every 4 hours from 18 to 60 hours post infection. After this period, observations were made in intervals of 6 hours (60 to 84 hrs post infection) and 8 hours (84 to 100 hrs post infection). This was followed for all the experiments.
Appropriate sham infected controls (i.e. virgin sham infected or sexually active sham infected as may be applicable) were run for all treatments. As there were no deaths observed in the controls in the observation window (i.e., till 100 hours post infection), all sham infected treatments in the figures are represented by a single dashed line for simplicity.
Effect of sexual activity on male survivorship upon bacterial infection
Eggs were collected from the three different stock populations (BRB, LH and Canton-S) and flies were isolated as virgins as described before. The vials containing flies were randomly assigned to one of the two treatments- Sexually active and virgin. For the sexually active treatment, males and females were combined in food vials as described before on 12th day post egg collection and held for together for two days. The males in the virgin treatment continued to be held without females. On 14th day post egg collection, the males were infected. Half the males from the virgin treatment were infected with Pe and the other half with Ss. Similarly, half the flies from the sexually active treatment were infected with Pe and the other half with Ss. The flies were then observed for mortality. The experiment was done in two independent blocks (replicates). For each treatment × host population × pathogen × block combination, we infected 40 flies.
Bacterial growth in flies
Flies were collected as virgins and on 12th day post egg collection (i.e. when the flies were 2-day old post eclosion), the vials were randomly assigned to one of the two treatments- Virgin or sexually active. Males in the sexually active treatment were combined with virgin females and were allowed to interact for two days as described before. Males in the virgin treatment continued to be held in single sex groups till the day of infection. One hundred Virgin and one hundred sexually active 4-day old (post eclosion), BRB males were infected with Pe. An equal number of flies were subjected to sham infection. After 0 and 24 hours post infection, males were homogenized in groups of three in 0.1 mL of 10 mM MgSO4. This homogenate was diluted (2 fold at 0 and 10 fold at 24 hrs) and 0.1 mL of the resulting suspension was plated on LB plates. Plating was done using WASP spiral plater (Don Whitley Scientific, UK) and plates were incubated at 27°C for 24 hrs. The resulting colonies were examined for their morphology to ensure similarity with Pe colonies. CFUs were counted using Acolyte colony counter (Don Whitley Scientific, UK). 8–10 such groups were used for each mating status × time × block combination. Experiment was done in four independent blocks. After 24 hours of infection, before taking out the flies for estimating bacterial load, we counted the number of dead flies in sexually active and virgin male treatments (in three blocks out of four) and subjected the data to a paired t-test. Plating of sham infected control flies that were pricked with sterile MgSO4 solution (as described above) yielded no bacterial colonies.
Effect of sexual activity post infection
Flies were collected as virgins and held in single sex groups. Four days post eclosion, all the virgin males were infected. After one hour of infection, one set of 50 males was randomly chosen and combined with virgin females at a density of 5 males and 5 females per vial and 10 such vials were set up. Males and females were held together for the entire observation window (100 hours post infection). Virgin males continued to be held in single sex groups of 5 flies per vial. Ten such vials were set up for virgin treatment (hence n = 50).
Duration of male female interaction
BRB males and females were collected as virgins and held in single sex group of five flies per vial. On 12th day post egg collection, males were divided into three treatments varying in the duration of interaction with females: (a) No interaction, (b) short duration interaction and (c) Long duration interaction. Males in the no interaction treatment were held as virgins (five per vial, 10 vials) throughout the experiment. For the short duration of interaction, males were combined with females at a density of five males and five females per vial (10 vials) for one hour. After one hour, females from the vials were removed using light CO2 and were discarded. Henceforth, males of short duration interaction were held in single sex vials of 5 males per vial. For the long duration interaction, five males and five females were combined in a vial (10 vials) and males and females were held together for two days till males were infected. On 14th day post egg collection males from the three treatments were infected with Pe. Males in all three treatments were held as single sex groups of five flies per vial after infection and there were ten such vials. Fifty flies per treatment were infected.
Effect of altered sex ratios
BRB males were collected as virgins and held in single sex groups. On 12th day post egg collection, they were randomly assigned to one of the three treatments- (a) one male and one female, (b) one male and four females (c) five males. Using light CO2 anesthesia, males were combined with females at a density of one male and one female per vial (50 vials) or one male and four females per vial (50 vials). Virgin males (10 vials) were also anesthetized to account for possible effects of anesthesia. To control for variation in density (1 male:1 female vs 1 male: 4 female)), volume of the vial containing 1 male and 1 female was adjusted to one fifth by inserting cotton plug into the vial. Flies were held for two days followed by infection on 14th day post egg collection. The infected males were again held in groups of five flies/vial. Fifty flies were infected per treatment.
Effect of time lapse between last interaction with females and occurrence of infection
Flies were collected as virgins and held in single sex groups. The vials were then randomly assigned to one of the six treatments. In the first treatment, males were held as virgins (5 flies per vial, 10 vials, n = 50) till the time of infection. In the second treatment, males were combined with virgin females without using anesthesia (5 pairs per vial, 10 vials, n = 50) on 12th day post egg collection. The males and females were allowed to interact for two days, after which the males were separated from the females (under light CO2 anesthesia) on 14th day post egg collection. Similarly, males in the third, fourth, fifth and sixth treatments were combined with females on 13th, 14th, 15th and 16th day post egg collection (5 pairs per vial, 10 vials per treatment, n = 50 males per treatment) and were separated from females on 15th, 16th, 17th and 18th day post egg collection. After the interaction time, the males were held in single sex groups of 5 flies per vial till the date of infection. Males from all the treatments were infected on 18th day post egg collection. Thus, flies from the different treatments had 4, 3, 2, 1 or 0 day gap between their last interaction with females and infection (while males in the virgin treatment had no interaction with females). Post infection, the males continued to be held at a density of 5 flies per vial. This experiment was repeated in two more blocks with each block containing three treatments - (a) virgin males, (b) males separated from females for one day (following a two day interaction period) before infection and (c) males separated from females for four days (following a two day interaction period) prior to infection. We ran separate virgin treatment with each of the mated treatment to avoid problems of multiple comparisons. Virgin males and females were combined in mating vials on 12th day and 15th day post egg collection. Males were allowed to interact with females for two days after which they were separated and again held in single sex groups of 5 flies per vial. All flies were infected on 18th day post egg collection. We infected 50 males for each block × treatment combination.
Bacterial growth was measured in two treatments: virgins and males separated from females four days prior to infection. Briefly, males were infected with Pe and 24 hours later they were crushed in groups of three in 0.1 mL of 10 mM MgSo4. The suspension was diluted 10 fold and 0.1 mL of it was plated. CFUs were recorded after 24 hours (see Methods section b and c for details). For each block × treatment combination, there were 8–10 such plates.
Survivorship data were analyzed using Cox’s Proportional hazard model where death was recorded for each fly and flies not dead by the last time were treated as censored data. Analysis was implemented on JMP for windows, version 10 (SAS Inc 2012) and R (version 3.0.1) . For assays done in two blocks, the data was modeled in two ways- (a) model1: that includes block as random factor (using R package ‘coxme’ ) and (b) model2: that does not include block as random factor (using R package ‘coxphw’ ). Analysis of deviance was performed comparing the log-likelihood ratio estimates of the two models. The log-likelihood ratios were not found to be different in any of the cases, thereby eliminating an effect of block (Table 1). Since there was no effect of block, data from both the blocks were pooled and the cumulative data was then tested for difference in survivorship. Survival curves were plotted using Kaplan – Meier Method (JMP for windows, version 10 (SAS Inc 2012)). To estimate the effect of mating status and time post infection on number of CFUs, colony count data was natural log transformed. Normality was verified using Shapiro – Wilk test. The data were then subjected to ANOVA treating mating status (sexually active vs virgin) and time post infection as fixed factors and block as a random factor.
To measure the effect of time elapsed between interaction with females and infection on number of CFUs, colony count data was natural log transformed and an unpaired t - test was performed.
We thank Daniel Promislow for isofemale lines; P. Cornelis for P.entomophila L48; IISER Mohali for funds.VG thanks CSIR, Govt. of India, for financial assistance and ZSA thanks DST and CSIR, Govt. of India, for financial assistance.
- Stearns SC: Trade-offs in life-history evolution. Funct Ecol. 1989, 3: 259-268. 10.2307/2389364.View ArticleGoogle Scholar
- Prasad NG, Joshi A: What have two decades of laboratory life-history evolution studies on Drosophila melanogaster taught us?. J Genet. 2003, 82: 45-76. 10.1007/BF02715881.PubMedView ArticleGoogle Scholar
- Sheldon BC, Verhulst S: Ecological immunology: costly parasite defences and trade-offs in evolutionary ecology. Trends Ecol Evol. 1996, 11: 317-321. 10.1016/0169-5347(96)10039-2.PubMedView ArticleGoogle Scholar
- Zuk M, Stoehr AM: Immune defence and host life history. Am Nat. 2002, 160: S9-S22. 10.1086/342131.PubMedView ArticleGoogle Scholar
- McKean KA, Nunney L: Increased sexual activity reduces male immune function in Drosophila melanogaster. Proc Natl Acad Sci USA. 2001, 98: 7904-7909. 10.1073/pnas.131216398.PubMed CentralPubMedView ArticleGoogle Scholar
- Siva-Jothy MT, Tsubaki Y, Hooper RE: Decreased immune response as a proximate cost of copulation and oviposition in a damselfly. Physiol Entomol. 1998, 23: 274-277. 10.1046/j.1365-3032.1998.233090.x.View ArticleGoogle Scholar
- Fedorka KM, Zuk M, Mousseau TA: Immune suppression and cost of reproduction in the ground cricket, Allonemobius socius. Evolution. 2004, 58: 2478-2485.PubMedView ArticleGoogle Scholar
- Rolff J, Siva-Jothy MT: Copulation corrupts immunity: a mechanism for a cost of mating in insects. Proc Natl Acad Sci USA. 2002, 99: 9916-9918. 10.1073/pnas.152271999.PubMed CentralPubMedView ArticleGoogle Scholar
- Fedorka KM, Mousseau TA: Immune system activation affects male sexual signal and reproductive potential in crickets. Behav Ecol. 2007, 18: 231-235.View ArticleGoogle Scholar
- Demuth JP, Naidu A, Mydlarz LD: Sex, war, and disease: the role of parasite infection on weapon development and mating success in a horned beetle (Gnatocerus cornutus). PLoS One. 2012, 7: e28690-10.1371/journal.pone.0028690.PubMed CentralPubMedView ArticleGoogle Scholar
- Simmons LW, Roberts B: Bacterial immunity traded for sperm viability in male crickets. Science. 2031, 2005: 309-Google Scholar
- Dowling DK, Simmons LW: Ejaculate economics: testing the effects of male sexual history on the trade-off between sperm and immune function in Australian crickets. PLoS One. 2012, 7: e30172-10.1371/journal.pone.0030172.PubMed CentralPubMedView ArticleGoogle Scholar
- Valtonen TM, Viitaniemi H, Rantala MJ: Copulation enhances resistance against an entomopathogenic fungus in the mealworm beetle Tenebrio molitor. Parasitology. 2010, 137: 985-989. 10.1017/S0031182009992009.PubMedView ArticleGoogle Scholar
- McKean KA, Nunney L: Sexual selection and immune function in drosophila melanogaster. Evolution. 2008, 62: 386-400. 10.1111/j.1558-5646.2007.00286.x.PubMedView ArticleGoogle Scholar
- McKean KA, Nunney L: Bateman’s principle and immunity: phenotypically plastic reproductive differences. Evolution. 2005, 59: 1510-1517.PubMedView ArticleGoogle Scholar
- Råberg L, Sim D, Read AF: Disentangling genetic variation for resistance and tolerance to infectious diseases in animals. Science. 2007, 318 (5851): 812-814. 10.1126/science.1148526.PubMedView ArticleGoogle Scholar
- Vodovar N, Vinals M, Liehl P, Basset A, Degrouard J, Spellman P, Boccard F, Lemaitre B: Drosophila host defense after oral infection by an entomopathogenic Pseudomonas species. Proc Natl Acad Sci USA. 2005, 102: 11414-11419. 10.1073/pnas.0502240102.PubMed CentralPubMedView ArticleGoogle Scholar
- Sirot LK, Buehner NA, Fiumera AC, Wolfner MF: Seminal fluid protein depletion and replenishment in the fruit fly, Drosophila melanogaster: an ELISA-based method for tracking individual ejaculates. Behav Ecol and Sociobiol. 2009, 63: 1505-1513. 10.1007/s00265-009-0806-6.View ArticleGoogle Scholar
- Therneau T: Coxme: mixed effects Cox models. R package version 2.2-3. 2012, http://CRAN.R-project.org/package=coxme,Google Scholar
- R by Meinhard Ploner: Coxphw: Weighted Cox regression. R package version 2.12. 2012, http://CRAN.R-project.org/package=coxphw,Google Scholar
- Carney GE, Ellis LL: Mating alters gene expression patterns in Drosophila melanogaster male heads. BMC Genomics. 2010, 11: 58-10.1186/1471-2164-11-58.View ArticleGoogle Scholar
- Chippindale AK, Rice WR: Y chromosome polymorphism is a strong determinant of male fitness in Drosophila melanogaster. Proc Natl Acad Sci USA. 2001, 98: 5677-5682. 10.1073/pnas.101456898.PubMed CentralPubMedView ArticleGoogle Scholar
- Apidianakis Y, Rahme LG: Drosophila melanogaster as a model host for studying Pseudomonas aeruginosa infection. Nature Protocols. 2009, 4: 9-View ArticleGoogle Scholar
- R Core Team: R: a language and environment for statistical computing. 2013, Vienna, Austria: R Foundation for Statistical Computing, URL http://www.R-project.org/Google Scholar
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