Correction
13 Jan 2014: Dubovskiy IM, Whitten MMA, Yaroslavtseva ON, Greig C, Kryukov VY, et al. (2014) Correction: Can Insects Develop Resistance to Insect Pathogenic Fungi?. PLOS ONE 9(1): 10.1371/annotation/3c61c1d6-7981-4f3e-a690-1ce7a4d89285. https://doi.org/10.1371/annotation/3c61c1d6-7981-4f3e-a690-1ce7a4d89285 View correction
Figures
Abstract
Microevolutionary adaptations and mechanisms of fungal pathogen resistance were explored in a melanic population of the Greater wax moth, Galleria mellonella. Under constant selective pressure from the insect pathogenic fungus Beauveria bassiana, 25th generation larvae exhibited significantly enhanced resistance, which was specific to this pathogen and not to another insect pathogenic fungus, Metarhizium anisopliae. Defense and stress management strategies of selected (resistant) and non-selected (susceptible) insect lines were compared to uncover mechanisms underpinning resistance, and the possible cost of those survival strategies. We hypothesize that the insects developed a transgenerationally primed resistance to the fungus B. bassiana, a costly trait that was achieved not by compromising life-history traits but rather by prioritizing and re-allocating pathogen-species-specific augmentations to integumental front-line defenses that are most likely to be encountered by invading fungi. Specifically during B. bassiana infection, systemic immune defenses are suppressed in favour of a more limited but targeted repertoire of enhanced responses in the cuticle and epidermis of the integument (e.g. expression of the fungal enzyme inhibitor IMPI, and cuticular phenoloxidase activity). A range of putative stress-management factors (e.g. antioxidants) is also activated during the specific response of selected insects to B. bassiana but not M. anisopliae. This too occurs primarily in the integument, and probably contributes to antifungal defense and/or helps ameliorate the damage inflicted by the fungus or the host’s own immune responses.
Citation: Dubovskiy IM, Whitten MMA, Yaroslavtseva ON, Greig C, Kryukov VY, Grizanova EV, et al. (2013) Can Insects Develop Resistance to Insect Pathogenic Fungi? PLoS ONE 8(4): e60248. https://doi.org/10.1371/journal.pone.0060248
Editor: François Leulier, Ecole Normale Supérieur de Lyon, France
Received: January 15, 2013; Accepted: February 24, 2013; Published: April 1, 2013
Copyright: © 2013 Dubovskiy et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: Funding from both the Royal Society International Joint Project and the Russian Academy of Sciences(awarded to TB, MW, ID), presidium SBRAS (VG, ID, VK) and the DFG Priority Program 1399 “Host-Parasite-Coevolution – rapid reciprocal adaptation and its genetic basis” to AV (VI 219/3-1).The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Insects are predominantly dependent upon cuticular, humoral and cellular defenses to resist fungal pathogens. The cuticle is the primary and possibly the most important barrier to fungal infection. Fungistatic fatty acids, phenoloxidases and melanins can help resist penetration of the cuticle [1]. If the pathogen is able to breach the cuticle, it then has to contend with the host’s humoral and cellular defenses [2]. The latter consist of hemocytes, which will participate in wound healing and encapsulate fungal elements too large to be phagocytosed. Key humoral elements include phenoloxidase, reactive oxygen species and antimicrobial peptides [3]. Phenoloxidase synthesizes melanin, a highly fungitoxic compound which is deposited on the fungal surface and may block fungal development by encapsulating the pathogen in a melanic sheath [4], [5]. A wide range of antimicrobial peptides (AMPs) have been reported in insects with most of them showing antibacterial activity while relatively few have been identified with antifungal activity [6], [7], [8], [9]. Some AMPs appear to be peculiar to specific insect species while others have been reported in several insect species suggesting that some share a common ancestry while others have evolved independently [10].
Insect pathogenic fungi, of which there are over 700 species, have evolved to counter the host’s defenses using a combination of enzymes to penetrate the cuticle and access the nutrient rich contents of the hemocoel [11]. During the colonization phase, the pathogen will produce a wide range of secondary metabolites that may suppress the host’s immune system [12], [13] and concomitantly prevent secondary infections. The type and quantity of metabolite produced in vivo is dependent upon the host species and fungal strain [14], [15]. Fungi have evolved additional strategies to evade the host immune defenses. For example, hyphal bodies of Metarhizium anisopliae, during colonization of the hemocoel, will mask the cell wall by coating it with collagen-like material [16]. The integument, therefore, may represent the best opportunity for the insect host to detect and incapacitate the fungal pathogen.
There is much interest in insect pathogenic fungi because they are considered to offer an environmentally friendly alternative to chemical pesticides, which have been withdrawn or to which pests have developed resistance. Strains of fungi have been identified that kill both crop pests as well as pests of veterinary and medical importance such as ticks, midges and mosquitoes [17], [18], [19]. Of these fungi, the hypocrealean ascomycetes M. anisopliae and Beauveria bassiana are the best characterized and the most widely used in biological control programs. About thirteen species or sub-species of both fungi have been formulated and registered as mycoinsecticides or mycoacaricides [20]. Of 171 products reviewed by [20] ca. 68% were products based on Beauveria and Metarhizium. The use of these fungi is expected to increase following new EU legislation particularly EC regulation 1107/2009 and Directive 2009/128/EC which make it obligatory for EU member states to implement the principles of Integrated Pest Management with priority to be given to non-chemical methods of pest control.
The increased use of insect pathogenic fungi raises the question: will insects develop resistance to these agents in the same way that they developed resistance to chemical pesticides? Resistance is a major concern of producers of these fungi as biological control agents (BCAs) as they need to recoup development costs, but also of end users who are trapped between a diminishing number of chemical pesticides and the lack of safe alternatives.
Insect species, populations and intrapopulation groups differ in their susceptibility to fungal infections, which possibly reflects adaptation of the immune defenses to local conditions. Differences may be linked to a wide range of factors including the presence or absence of symbionts, density-linked melanism or genetic variation [21], [22], [23], [24], [25], [26]. The darkened cuticle of melanic insects intrinsically confers some degree of resistance to insect pathogenic fungi [27], [28], [29].
Studying induced resistance poses many challenges because of the large number of parameters that need to be considered, often involving complex physiological responses. One approach is to select for increased resistance to a natural pathogen under specific laboratory conditions, then to identify correlated responses to selection and associated cost-benefits. Kraaijeveld and Godfray [30] used such an approach to explore the evolution of resistance to B. bassiana in Drosophila melanogaster and found no evidence of resistance after fifteen generations of selection. The authors did note increased late-life fecundity in selected lines suggesting evolved tolerance of fungal infection. In the absence of fungal infection, these selected flies had lower fitness than control flies indicating a trade off with increased tolerance [30]. In another study, exposure of D. melanogaster over twenty six generations to an antagonistic (but not true insect-pathogenic) fungus Aspergillus nidulans, resulted in selected lines with no increase in resistance but a reduced sensitivity to sterigmatocystin, a toxin produced by this fungus [31]. The underlying mechanism(s) for the increased toxin specific tolerance is unclear.
In this paper, we report an artificial selection experiment designed to explore the evolution of resistance in a melanic morph of the Greater wax moth, Galleria mellonella, to natural topical infection by B. bassiana. We ask whether this morph possesses additional traits that allow increased resistance to evolve, and, if so, at what cost. We recognise that resistance is not entirely mediated by an immune response and may involve multiple factors including stress management, energy re-allocation and tissue specific resource distribution. We therefore compared several of these parameters in G. mellonella larvae selected for resistance versus a non-selected line. In addition, we tested specificity by measuring the insects’ responses to another pathogenic fungus, M. anisopliae.
Results
Selection and Insect Survival following B. bassiana and M. anisopliae Topical Treatment
Larvae of a melanic phenotype of the Greater wax moth, Galleria mellonella, were selected for resistance to B. bassiana over 25 generations (Table S1). Survival assays conducted on cohorts of the selected (S) and non-selected (NS) lines revealed significantly increased resistance (survival times) of the 25th generation of the S line to B. bassiana compared with the NS line (Figure 1A); (P = 0.01). Importantly, this S line did not show statistically significant cross-resistance to M. anisopliae than the NS insects (Figure 1B). The defense responses of the S and NS lines to B. bassiana and M. anisopliae were investigated further to elucidate the underlying mechanisms for the increased resistance at species level.
Mortality rate of selected line and non-selected line of G. mellonella larvae following topical treatment with the fungus B. bassiana (A) and M.anisopliae (B). (a-P<0.01 compared with non-selected line larvae. n = 140–190 per line per treatment).
Cuticular, Cellular and Humoral Immune Defenses following Topical Inoculation
The NS and S larvae had identical levels of basal (uninfected) PO activity in the hemolymph and integument (Figure 2A, 2B). However, during the early stages of topically-applied fungal infection, the cuticular PO activity in infected S, but not infected NS larvae, became elevated above uninfected larval levels at 24 h post inoculation (pi) for both B. bassiana and M. anisopliae infections (P<0.05, P<0.001 Figure 2A), with this being more pronounced in M. anisopliae treated insects. This coincides with peak fungal germination and penetration activities.
Cuticular phenoloxidase (PO) activity (A), hemolymph phenoloxidase (B), lysozyme-like (C) activity and encapsulation responses (D) in hemolymph of G. mellonella larvae from non-selected (NS) and selected (S) lines at 24 h following topical application of B. bassiana (Bb) and M. anisopliae (Ma) (data presented as mean +/− SEM; a-P<0.05, b-P<0.01, c-P<0.001 compared with uninfected larvae from the same line; d-P<0.05 e-P<0.01 f-P<0.001 compared with NS larvae with the same treatment).
In contrast, hemolymph PO activity was only elevated significantly in NS larvae exposed to M. anisopliae (P<0.01 Figure 2B) while B. bassiana failed to trigger significant changes in PO activity in either line relative to the uninfected controls (Figure 2B). Lysozyme-like activity was unchanged in all samples, irrespective of the insect line or treatment (Figure 2C).
An elevated capacity for encapsulation was observed in uninfected S larvae compared with the NS line (P<0.05; Figure 2D), evidenced by a strong melanotic encapsulation of the nylon implant. However, this activity was significantly lower 24 h pi with B. bassiana for both lines (Figure 2D; 1.16 times for S line P<0.01; and 1.30 times for the NS line larvae P<0.05 relative to the uninfected controls). Unlike B. bassiana, infection by M. anisopliae did not lead to changes in the encapsulation response in either line (Figure 2D).
Immunity- and Stress-related Gene Expression after Topical Infection
Expression of seventeen immunity and putative stress management genes was investigated in the integument and fat body of uninfected control and fungal infected insects from both the S and NS lines. The expression data were complex, with some genes behaving differently under each experimental parameter. However, several important trends can be reported. The majority of the studied genes were expressed at a lower basal level in uninfected control S larvae compared with the NS larvae, in both the integument and fat body. However, a group of genes coding for four putative stress-management factors (Contigs 704, 17373, 15256, 03093) and one AMP (Galiomicin) exhibited different expression patterns, being slightly higher expressed in the integument (but not the fat body) of control S larvae compared with control NS insects (1.5- to 2.5- fold increase; Figure 3A, Figure S1 and S2).
Expression of antimicrobial peptide genes and other putative immunity/stress-management genes in the integument and fat body of non-selected (NS) and selected line (S) larvae, under basal (uninfected) conditions (A), 24 h after topical B. bassiana infection (B) and 24 h after M. anisopliae topical infection (C). Basal expression in uninfected S larvae (A) is illustrated as a fold change relative to NS uninfected larvae and the x-axis represents basal expression in NS larvae (i.e. 1-fold). Fold induction in infected NS larvae is also calculated relative to NS uninfected larvae (B, C). Fold induction in infected S larvae is calculated relative to the S uninfected expression (B, C). The mean ΔΔCt value of 3 independent experiments (each with a minimum of 5 insects per treatment) and the SEM are reported. *-P<0.05, **-P<0.01, compared with the corresponding induced change in NS line insects. Na = not assayed in fat body tissue.
Following topical fungal infection, the pattern of gene expression in the S-line insects infected with B. bassiana was strikingly different from the other three groups of infected insects. In the other groups (i.e. NS insects infected with either fungal species, and in S insects infected with M. ansipoliae), fat body expression was characterized by strong upregulation of the genes coding for AMPs, transferrin and Hsp90 (with M. anisopliae triggering the strongest responses; up to 910-fold in the case of Galiomicin and 50-fold for Gallerimycin; P<0.0001 compared with uninfected larvae), while genes with putative roles in stress-management exhibited minimal changes or were mildly downregulated in the fat body after infection. The expression of most stress-management and immunity-related genes in the integument of these infected insects was also either unchanged or downregulated, although some AMP genes were upregulated in the integument of M. anisopliae infected NS insects. In contrast, in S-line insects infected with B. bassiana, seven of the nine putative stress management genes and six of the eight immunity-related genes were preferentially upregulated in the integument (1.5 to 4.3 fold), concomitant with very low or even downregulated expression of the same genes in the fat body (Figure 3B, 3C, Figure S1, S2, S3, S4). The significance of this overall trend was confirmed by mega-analysis (P<0.01; Table S4). Furthermore, differences between gene expression in the two tissue locations was significant, i.e. B. bassiana induced significantly higher gene expression in the S-line integument compared with M. anisopliae (P<0.05; Table S5).
It should be noted that overall, and irrespective of the infection state of the insect, expression levels of the genes in the S-line fat body was significantly lower than in NS insects (P<0.01, mega-analysis; Table S4). Upregulation of AMP genes (Gallerimycin, Galiomicin, Gloverin, Cecropin-D, 6-tox) and Transferrin (a siderophore) was 5–10-times higher in fat body of NS and S fungi infected larvae compared with expression in integuments of infected insects (Figure. 3B, 3C).
Cost of Resistance on Life History Traits
Selected insects with enhanced resistance to B. bassiana did not display differences in pupal biomass, but larval development time was slightly increased (P<0.05) in S line insects compared with the NS line (Figure 4A, 4B). Both NS and S lines exhibited reduced fecundity (as a consequence of melanism) but this was at equivalent levels in both lines (summarized in Table S2).
Pupal weights (A) n = at least 52. Larval development time (B) (from egg hatching to onset of pupation) n = at least 52 (data presented as mean +/− SEM). a-P<0.05 compared with the NS insects.
Discussion
The present study shows that insects can develop resistance to insect pathogenic fungi but the resistance is not absolute and is at a cost. A melanic morph of G. mellonella was found to have increased resistance to the insect pathogen B. bassiana following exposure of successive generations to this fungus. A combination of mechanisms was identified that can account for this resistance, some of which were specific for B. bassiana and others which were non-specific antifungal defenses. Both the S (resistant) and NS (susceptible) lines of this morph expressed a wide repertoire of inducible immune and putative stress management genes. In the S line these resources were re-focussed to the integument. These “front line” defenses were only activated by B. bassiana.
By concentrating its energies to the first and most important barrier to infection, the host delayed pathogenesis by B. bassiana but not M. anisopliae, demonstrating a lack of cross-resistance. Similarly, infected S line insects exhibited higher cuticular PO activity but not plasma PO or lysozyme. It is possible the S line had evolved an enhanced Beauveria recognition apparatus allowing for a more coordinated and targeted response which would account for the increased activity in the integument but subdued activity in the fat body, the main hemopoietic organ. The fat body occupies a large portion of the insect hemocoel and is the principle site for the synthesis of AMPs in insects exposed to immunogens, including pathogens, irrespective of point of contact or entry [32], [33], [34]. As far as we are aware, there are to date no reports of pathogen specific defense mechanisms involving re-allocation of systemic resources to localised tissues under or at risk of attack.
An insect’s repair and stress pathways limit the damage inflicted by either pathogenesis and/or the host’s own immune response, but little is understood about the relative contribution of damage to the outcome of pathogenesis and the mechanistic links between the immune system and remedial pathways [35], [36]. This study shows elevated integumental expression of all but two of the examined putative stress management genes (i.e. 80%) in the S line in response to Beauveria but not Metarhizium. The fact that so many putative stress related genes were upregulated signifies their importance in defense responses yet their role is poorly understood and often overlooked. By working in concert with the AMPs they probably mitigate damage and initiate repair resulting in the increased resistance observed in the S line to B. bassiana. The importance of the putative stress-response genes is further emphasized in the M. anisopliae infected NS insects where upregulation of the AMPs without concomitant upregulation of the stress management genes failed to confer any resistance to the pathogen.
The current study suggests that the resistance in the S line is heritable and multi-factorial, comprising several different physiological traits prioritised not only in terms of location but also timing as they were activated concomitant with the period of fungal penetration of the integument. For example, the elevated cuticular PO activity would inhibit fungal growth through synthesis of melanin and its precursors and through melanin partially shielding cuticular proteins from degradation by Pr1, a major cuticle degrading protease and virulence determinant produced by B. bassiana and M. anisopliae during the infection process. Elevated expression of IMPI specifically induced by B. bassiana in the S line could inhibit metalloproteases produced by insect pathogenic fungi during the infection process [37], [38], [39], [40]. Genes coding for antioxidants are also highly represented under the same conditions and may defend the host against reactive oxygen species generated by PO activity during cuticle penetration [41]. Interestingly, cecropins do have antifungal activity but have been reported as ineffective against B. bassiana in other experimental insect systems (e.g. [8]). Current knowledge is very limited regarding the role in G. mellonella of 6–tox, although related X-tox AMPs are considered to primarily perform opsonisation roles [42]. Gloverin is not currently known to have any potent antifungal activity, however, putative antifungal and antimicrobial peptides may fulfil different and currently unrecognized roles in different hosts and under specific infection conditions. In isolation, each of these responses are unlikely to sufficiently impart the observed resistance, however, their impact may be amplified by a synergy between these and other as yet unidentified traits.
There is growing evidence that insects can acquire long-term protection against pathogens through immune priming or transfer from the parent to the offspring, a phenomenon referred to as transgenerational immune priming [43], [44]. A wide range of immunogens including pathogens enhance the host’s immune system conferring greater resistance to subsequent exposure to pathogens but the underlying mechanisms of the response remains unclear [45]. The current study shows the 25th generation S line larvae exhibit specific, enhanced resistance to B. bassiana without prior exposure to the fungus, suggesting the resistance may be due to specific transgenerational immune priming but with an unexpected degree of specificity and complexity. An earlier but weaker resistance was also observed in the S line which suggests a heritable and amplified immunocompetence. These observations warrant further investigations of possible underlying genetic and epigenetic mechanisms of resistance.
Melanism is strongly correlated with general pathogen resistance with this trait often being accompanied by a trade off in fecundity, development time and even expression of selected immune components such as lysozyme [22], [23], [29], [46]. In the current study, the pupal weight of the melanic S and NS lines (which is directly correlated with fecundity) was similar and already pushed close to minimum. Therefore, the additional drain on resources required to boost antifungal defenses still further, comes not from compromising this life history trait but mainly via a re-allocation of the insect’s immune defenses. It could be argued that resistance in S line insects would increase further with time but to meet the increased demand on resources may result in untenable sacrifices. This is in marked contrast with insects developing resistance to synthetic chemical insecticides where a slight change can have a profound effect [47], [48], [49] whereas resistance to B. bassiana clearly involved multiple array of inter-dependent traits. Increased insect resistance to a strain of B. bassiana is not a major threat to the use of insect pathogenic fungi as biocontrol agents for several reasons. Firstly, we show that there is no cross resistance to other fungi so the extra investment in defense offers no benefit against other pathogens (introduced or natural). Secondly, the investment in defense is at the expense of fecundity. Thirdly, the downregulation of the AMPs will probably predispose the insect to opportunistic microbial pathogens.
In conclusion, this work reports a previously overlooked adaptation strategy of an insect to a widespread, natural pathogenic fungus. Suppression of systemic responses allows for re-allocation and concentration of resources to the integumental “front line” defenses with an array of immune and stress management factors. This directional selection with B. bassiana was specific to this pathogen and not M. anisopliae. However, the less fecund insects are probably at no evolutionary advantage in the wild, and we postulate that the risk is small of fungal biological control agents failing in the field.
Materials and Methods
Insects
For artificial selection we used insects from a laboratory population of a melanic morph of the Greater wax moth, Galleria mellonella, from the Institute of Systematics and Ecology of Animals SB RAS. The starting population was separated into two lines: one line was exposed to the insect pathogenic fungus Beauveria bassiana and selected for increased resistance to the pathogen (S line), and the other line was the non-selected untreated control (NS line). The pertinent phenotypic attributes of these lines are summarized in Table S2. The defense responses of the 25th generation of the S and NS insects to B. bassiana were compared to elucidate the resistance mechanism(s). Full details of insect rearing and selection are provided in the Text S1.
Fungal Infections
The susceptibility of S and NS lines to B. bassiana isolate Sar-31 was determined by natural topical application of conidia. Unlike the previous generations, insects from the 25th generation were not exposed to fungi until they were used for these experiments. Each insect was dipped in an aqueous suspension of the pathogen for 10 s using a concentration of 7.5×107 conidia/ml. Dipped insects were kept in Petri dishes (10 larvae/dish) until sacrificed. The uninfected control insects were dipped into distilled water (n = 60). To determine if there was cross-resistance to other species of fungal pathogen, repeat assays were performed as above, using the insect pathogenic fungus Metarhizium anisopliae isolate P-72. Larvae were observed daily for 10 days (up to pupation) for both B. bassiana and M. anisopliae infections. The emergent adults were monitored for several days to see what percentage were infected with the pathogen. All dead insects were removed and examined to confirm the cause of death. Both fungal isolates were from the Institute of Systematics and Ecology of Animals SB RAS culture collection. All insects used in these experiments were 6th instar larvae raised in the same cohort. The experiment was repeated independently three times. The total number of individuals used from each line was 390 for the B. bassiana experiment and 285 for M. anisopliae.
Phenoloxidase Activity in Plasma and Cuticle
Larvae were topically infected with the fungal pathogens as described above, and at 24 post-inoculation (pi), cell-free hemolymph plasma samples and homogenized integuments were prepared for spectrophotometric analysis of phenoloxidase enzymatic activity using L-DOPA as a substrate, and expressed as a change in absorbance/min/mg protein. Uninfected insects were used as a control. The experiment was repeated independently three times. Full details are provided in the Text S1.
Encapsulation Response
To determine melanotic encapsulation responses to fungal infection, encapsulation assays were performed in NS and S larvae. Nylon monofilament implants were retrieved from the hemocoel and examined using image analysis software to quantify the extent of melanization. Full details are provided in the Text S1 and experiments were repeated independently three times.
Plasma Lysozyme-like Activity
Antibacterial activity in hemolymph plasma was determined by a zone-of-clearance assay using freeze-dried Mirococcus lysodeikticus as a substrate suspended in agarose. The radius of the digested zone was compared with a standard curve made with Egg White Lysozyme [50] and expressed as an EWL equivalent (mg/ml). The experiment was repeated independently three times. Full details are provided in the Text S1.
QRT-PCR Analysis of Insect Immunity-related Gene Expression
The expression of a range of G. mellonella immunity-related genes was quantified in fat body and integument samples dissected from S and NS larvae at 24 h after topical infection with B. bassiana or M. anisopliae. Gene expression was measured by real-time quantitative RT-PCR using normalised cDNA samples with the Rotor-Gene 6000 (Corbett Research), with Rotor-Gene SYBR Green PCR mix (Qiagen), relative to two reference genes, 18S rRNA (AF286298) and Elongation Factor 1-alpha (EF1; AF423811). Seventeen target genes were investigated, coding for the antimicrobial peptides gallerimycin, galiomicin, gloverin, cecropin D and 6-tox, the siderophore transferrin, the insect metalloproteinase inhibitor (IMPI), one linked to immune signaling (Contig 20004), three coding for heat-shock proteins (HSP-90, contig 21310 and 1489) whose activities ameliorate stress [51], two coding for enzymes dealing with oxidative stress (Contigs 17373 and 03093), one linked to G-protein coupled receptor activity and stress response (Contigs 15265), one involved in anti-apoptosis activity (Contig 5976) and two involved with cell proliferation (Contigs 704 and 233). Full details are provided in the Text S1 and Table S3.
Life History Traits
The following life history traits were monitored in NS and S insects: larval development time (from egg hatching to onset of pupation) and pupal weight.
Data Analyses
Data analyses were performed using GraphPad Prism v4.0 (GraphPad Software, USA) and Statistic v6.0 (StatSoft Inc., USA). Data were checked for normal (Gaussian) distribution using the Agostino-Pearson omnibus test, and if abnormally distributed a more conservative non-parametric analysis was applied. In Q-RT-PCR data with a Gaussian distribution, Grubbs’ extreme studentized deviate (ESD) test was used to exclude extreme outliers. In order to assess overall trends associated with selection on basal and induced gene expression, the data from three independently repeated experiments were pooled for mega-analysis after confirming (by 2-way ANOVA) that “experiment”, as treated as a variable, had no significant effect on the outcome. Individual gene comparisons were made with non-parametric one-way ANOVA (Kruskall-Wallis with Dunn’s post test). Cox’s proportional hazards survival regression was used to quantify differences in mortality rates after fungal infections between NS and S larvae. Larvae from bioassay experiment uninfected with the fungi all survived the duration of the experiment, for this reason, the uninfected treatment was ignored in the statistical analysis. One-way ANOVA (Kruskall-Wallis with Dunn’s post test) was used to assess differences between lysozyme, PO and encapsulation responses in S and NS insects. Differences in life history traits were compared by non-parametric t-test (Mann-Whitney). Differences between NS and S larvae, or between treated and control samples, were considered significant when P<0.05.
Supporting Information
Figure S1.
AMP gene expression in integuments of infected insects. Expression of antimicrobial peptide genes and other immunity genes in the integument of non-selected (NS) and selected line (S) larvae after topical B. bassiana (Bb) and M. anisopliae (Ma) infection. Expression of genes was assayed in integument tissue by Q-PCR in uninfected insects, and in insects at 24 h after topical infection. Basal expression in uninfected S larvae (bar 1) is calculated as a fold change relative to NS uninfected larvae. Fold induction in NS larvae infected with Bb (bar 2) and Ma (bar 5) is also calculated relative to NS uninfected larvae. Fold induction in S larvae infected with Bb and Ma is calculated both relative to the S uninfected expression (bars 3 & 6) and relative to the NS uninfected baseline to indicate overall expression (bars 4 & 7). The mean ΔΔCt values of 3 independent experiments are reported +/−95% CI. a-P<0.05, b-P<0.01, compared with fold induction in NS infected same fungus (i.e. comparing S vs NS); c-P<0.05 compared with fold induction in the same line infected by Bb (i.e. comparing Bb vs Ma).
https://doi.org/10.1371/journal.pone.0060248.s001
(TIF)
Figure S2.
Stress-management gene expression in integuments of infected insects. Expression of putative stress-management genes in the integument of non-selected (NS) and selected line (S) larvae after topical B. bassiana (Bb) and M.anisopliae (Ma) infection. Gene expression was assayed in integument tissue by Q-PCR in uninfected animals, and in animals at 24 h after topical infection. Basal expression in uninfected S larvae (bar 1) is calculated as a fold change relative to NS uninfected larvae. Fold induction in NS larvae infected with Bb (bar 2) and Ma (bar 5) is also calculated relative to NS uninfected larvae. Fold induction in S larvae infected with Bb and Ma is calculated both relative to the S uninfected expression (bars 3 & 6) and relative to the NS uninfected baseline to indicate overall expression (bars 4 & 7) The mean ΔΔCt value of 3 independent experiments the +/−95% CI are reported. a-P<0.05, b-P<0.01, compared with fold induction in NS infected same fungus (i.e. comparing S vs NS); c-P<0.05 compared with fold induction in the same line infected by Bb (i.e. comparing Bb vs Ma).
https://doi.org/10.1371/journal.pone.0060248.s002
(TIF)
Figure S3.
AMP gene expression in fat body of infected insects. Expression of antimicrobial peptide genes in fat body of non-selected (NS) and selected line (S) larvae after topical B. bassiana (Bb) and M.anisopliae (Ma) infection. Expression of genes was assayed in fat body tissue by Q-PCR in uninfected animals, and in animals at 24 h after topical infections. Basal expression in uninfected S larvae (bar 1) is calculated as a fold change relative to NS uninfected larvae. Fold induction in NS larvae infected with Bb (bar 2) and Ma (bar 5) is also calculated relative to NS uninfected larvae. Fold induction in S larvae infected with Bb and Ma is calculated both relative to the S uninfected expression (bars 3 & 6) and relative to the NS uninfected baseline to indicate overall expression (bars 4 & 7). The mean ΔΔCt values of 3 independent experiments are reported +/−95% CI. a-P<0.05, b-P<0.01, compared with fold induction in NS infected same fungus (i.e. comparing S vs NS); c-P<0.05 compared with fold induction in the same line infected by Bb (i.e. comparing Bb vs Ma).
https://doi.org/10.1371/journal.pone.0060248.s003
(TIF)
Figure S4.
Stress-management gene expression in fat body of insects. Expression of putative stress-management genes in fat body of non-selected (NS) and selected line (S) larvae after topical B. bassiana (Bb) and M.anisopliae (Ma) infection. Expression of genes was assayed in fat body tissue by Q-PCR in uninfected animals, and in animals at 24 h after topical infections. Basal expression in uninfected S larvae (bar 1) is calculated as a fold change relative to NS uninfected larvae. Fold induction in NS larvae infected with Bb (bar 2) and Ma (bar 5) is also calculated relative to NS uninfected larvae. Fold induction in S larvae infected with Bb and Ma is calculated both relative to the S uninfected expression (bars 3 & 6) and relative to the NS uninfected baseline to indicate overall expression (bars 4 & 7). The mean ΔΔCt values of 3 independent experiments are reported +/−95% CI. a-P<0.05, b-P<0.01, compared with fold induction in NS infected same fungus (i.e. comparing S vs NS); c-P<0.05 compared with fold induction in the same line infected by Bb (i.e. comparing Bb vs Ma).
https://doi.org/10.1371/journal.pone.0060248.s004
(TIF)
Table S1.
Susceptibility of G. mellonella selected and non-selected lines to B. bassiana. Susceptibility of Galleria mellonella larvae of selected and non-selected lines to topical fungal infection with Beauveria bassiana (7.5×107 conidia/ml).
https://doi.org/10.1371/journal.pone.0060248.s005
(DOC)
Table S2.
Attributes of melanic and non-melanic G. mellonella. Attributes of selected (resistant) and non-selected (susceptible) melanic morphs of 5th instar Galleria mellonella larvae compared with a non-melanic morph.
https://doi.org/10.1371/journal.pone.0060248.s006
(DOC)
Table S4.
Mega-analysis of Q-PCR data. Summary showing trends in gene expression in S and NS line G. mellonella larvae in different tissues following infection with B. bassiana and M. anispoliae: effect of selection on gene expression.
https://doi.org/10.1371/journal.pone.0060248.s008
(DOC)
Table S5.
Mega-analysis of Q-PCR data. Summary showing trends in gene expression in S and NS line G. mellonella larvae in different tissues following infection with B. bassiana and M. anispoliae: effect of fungal species on gene expression.
https://doi.org/10.1371/journal.pone.0060248.s009
(DOC)
Acknowledgments
The authors gratefully acknowledge the helpful advice of Dr. Dan Forman and Prof. Norman Ratcliffe of Swansea University, and Dr. Markus Rantala of Turku University.
Author Contributions
Conceived and designed the experiments: ID MMAW TMB. Performed the experiments: ID CG VK OY EG KM. Analyzed the data: ID MMAW TMB,. Contributed reagents/materials/analysis tools: AV TMB MMAW ID VG. Wrote the paper: ID MMAW TMB.
References
- 1. Wraight SP, Butt TM, Galaini-Wraight S, Allee LL, Soper RS, et al. (1990) Germination and infection processes of the entomophthoralean fungus Erynia radicans on the potato leafhopper, Empoasca fabae. Journal of Invertebrate Pathology 56: 157–174.
- 2. Hajek AE, St. Leger RJ (1994) Interactions between fungal pathogens and insect hosts. Annual Review of Entomology 39: 293–322.
- 3. Yan XD, Scherphof GL, Kamps J (2005) Liposome opsonization. Journal of Liposome Research 15: 109–139.
- 4. Butt TM, Wraight SP, Galaini-Wraight S, Humber RA, Roberts DW, et al. (1988) Humoral encapsulation of the fungus Erynia radicans (Entomophthorales) by the potato leafhopper, Empoasca fabae (Homoptera: Cicadellidae). Journal of Invertebrate Pathology 52: 49–56.
- 5. Cerenius L, Lee BL, Söderhäll K (2008) The proPO-system: pros and cons for its role in invertebrate immunity. Trends in Immunology 29: 263–271.
- 6. Vilcinskas A, Matha V (1997) Effect of the entomopathogenic fungus Beauveria bassiana on humoral immune response of Galleria mellonella larvae (Lepidoptera: Pyralidae). Eur J Entomol 94: 461–472.
- 7. Gottar M, Gobert V, Matskevich AA, Reichhart J-M, Wang C, et al. (2006) Dual Detection of Fungal Infections in Drosophila via Recognition of Glucans and Sensing of Virulence Factors. Cell 127: 1425–1437.
- 8. Ekengren S, Hultmark D (1999) Drosophila cecropin as an antifungal agent. Insect Biochemistry and Molecular Biology 29: 965–972.
- 9. Xu X-X, Zhong X, Yi H-Y, Yu X-Q (2012) Manduca sexta gloverin binds microbial components and is active against bacteria and fungi. Developmental and Comparative Immunology 38: 275–284.
- 10. Bulet P, Stocklin R (2005) Insect Antimicrobial Peptides: Structures, Properties and Gene Regulation Protein & Peptide Letters. 9: 3–11.
- 11.
Butt TM (2002) Use of entomogenous fungi for the control of insect pests. In: Esser K, Bennett JW, Kempken F, editors. Mycota. Berlin: Springer-Verlag. 111–134.
- 12. Vey A, Matha V, Dumas C (2002) Effects of the peptide mycotoxin destruxin E on insect haemocytes and on dynamics and efficiency of the multicellular immune reaction. Journal of Invertebrate Pathology 80: 177–187.
- 13. Vilcinskas A, Matha V, Göz P (1997) Effects of the entomopathogenic fungus Metarhizium anisopliae and its secondary metabolites on morphology and cytoskeleton of plasmatocytes isolated from the greater wax moth, Galleria mellonella. Journal of Insect Physiology 43: 1149–1159.
- 14. Amiri-Besheli B, Khambay B, Cameron S, Deadman ML, Butt TM (2000) Inter- and intra-specific variation in destruxin production by insect pathogenic Metarhizium spp., and its significance to pathogenesis. Mycological Research 104: 447–452.
- 15. Skrobek A, Shah AF, Butt TM (2008) Destruxin production by the entomogenous fungus Metarhizium anisopliae in insects and factors influencing their degradation. BioControl 53: 361–373.
- 16. Wang C, St. Leger RJ (2006) A collagenous protective coat enables Metarhizium anisopliae to evade insect immune responses. Proceedings of the National Academy of Sciences 103: 6647–6652.
- 17. Ansari MA, Pope EC, Carpenter S, Scholte E-J, Butt TM (2011) Entomopathogenic fungus as a biological control for an important vector of livestock disease: the Culicoides biting midge. PLoS ONE 6: e16108.
- 18. Bukhari T, Takken W, Koenraadt C (2011) Development of Metarhizium anisopliae and Beauveria bassiana formulations for control of malaria mosquito larvae. Parasites and Vectors 4: 23.
- 19. Leemon DM, Jonsson NN (2008) Laboratory studies on Australian isolates of Metarhizium anisopliae as a biopesticide for the cattle tick Boophilus microplus. Journal of Invertebrate Pathology 97: 40–49.
- 20. Faria MRd, Wraight SP (2007) Mycoinsecticides and Mycoacaricides: A comprehensive list with worldwide coverage and international classification of formulation types. Biological Control 43: 237–256.
- 21. Barnes AI, Siva-Jothy MT (2000) Density-dependent prophylaxis in the mealworm beetle Tenebrio molitor L. (Coleoptera: Tenebrionidae): cuticular melanization is an indicator of investment in immunity. Proceedings of the Royal Society of London Series B: Biological Sciences 267: 177–182.
- 22. Ferrari J, Muller CB, Kraaijeveld AR, Godfray CJ (2001) Clonal variation and covariation in aphid resistance to parasitoids and a pathogen. Evolution 55: 1805–1814.
- 23. Wilson K, Cotter SC, Reeson AF, Pell JK (2001) Melanism and disease resistance in insects. Ecology Letters 4: 637–649.
- 24. Cotter SC, Hails RS, Cory JS, Wilson K (2004) Density-dependent prophylaxis and condition-dependent immune function in Lepidopteran larvae: a multivariate approach. Journal of Animal Ecology 73: 283–293.
- 25. Scarborough CL, Ferrari J, Godfray HC (2005) Aphid protected from pathogen by endosymbiont. Science 310: 1781.
- 26. Tinsley MC, Blanford S, Jiggins FM (2006) Genetic variation in Drosophila melanogaster pathogen susceptibility. Parasitology 132: 767–773.
- 27. Srygley RB (2012) Ontogenetic changes in immunity and susceptibility to fungal infection in Mormon crickets Anabrus simplex. Journal of Insect Physiology 58: 342–347.
- 28. Wilson K, Thomas MB, Blanford S, Doggett M, Simpson SJ, et al. (2002) Coping with crowds: Density-dependent disease resistance in desert locusts. Proceedings of the National Academy of Sciences 99: 5471–5475.
- 29. Armitage SAO, Siva-Jothy MT (2005) Immune function responds to selection for cuticular colour in Tenebrio molitor. Heredity 94: 650–656.
- 30. Kraaijeveld AR, Godfray HCJ (2008) Selection for resistance to a fungal pathogen in Drosophila melanogaster. Heredity 100: 400–406.
- 31. Trienens M, Rohlfs M (2011) Experimental evolution of defense against a competitive mold confers reduced sensitivity to fungal toxins but no increased resistance in Drosophila larvae. BMC Evolutionary Biology 11: 206.
- 32. Gendrin M, Welchman DP, Poidevin M, Hervé M, Lemaitre B (2009) Long-range activation of systemic immunity through peptidoglycan diffusion in Drosophila. PLoS Pathogens 5: e1000694.
- 33. Lemaitre B, Hoffmann JA (2007) The host defense of Drosophila melanogaster. Annu Rev Immunol 25: 697–743.
- 34. Whitten M, Sun F, Tew I, Schaub G, Soukou C, et al. (2007) Differential modulation of Rhodnius prolixus nitric oxide activities following challenge with Trypanosoma rangeli, T. cruzi and bacterial cell wall components. Insect Biochemistry and Molecular Biology 37: 440–452.
- 35. Chakrabarti S, Liehl P, Buchon N, Lemaitre B (2012) Infection-induced host translational blockage inhibits immune responses and epithelial renewal in the Drosophila gut. Cell Host and Microbe 12: 60–70.
- 36. Sadd BM, Siva-Jothy MT (2006) Self-harm caused by an insect’s innate immunity. Proceedings of the Royal Society B: Biological Sciences 273: 2571–2574.
- 37. St. Leger RJ, Cooper RM, Charnely AK (1988) The effect of melanization of Manduca sexta cuticle on growth and infection by Metarhizium anisopliae. Journal of Invertebrate Pathology 52: 459–470.
- 38. Joshi L, St. Leger RJ, Bidochka MJ (1995) Cloning of a cuticle-degrading protease from the entomopathogenic fungus, Beauveria bassiana. FEMS Microbiology Letters 125: 211–217.
- 39. Vilcinskas A (2011) Coevolution between pathogen-derived proteinases and proteinase inhibitors of host insects. Virulence 1: 206–214.
- 40. Qazi SS, Khachatourians GG (2007) Hydrated conidia of Metarhizium anisopliae release a family of metalloproteases. Journal of Invertebrate Pathology 95: 48–59.
- 41. Nappi AJ, Christensen BM (2005) Melanogenesis and associated cytotoxic reactions: Applications to insect innate immunity. Insect Biochemistry and Molecular Biology 35: 443–459.
- 42. Destoumieux-Garzón D, Brehelin M, Bulet P, Boublik Y, Girard P-A, et al. (2009) Spodoptera frugiperda X-Tox Protein, an Immune Related Defensin Rosary, Has Lost the Function of Ancestral Defensins. PLoS ONE 4: e6795.
- 43. Moret Y (2006) ‘Trans-generational immune priming’: specific enhancement of the antimicrobial immune response in the mealworm beetle, Tenebrio molitor. Proceedings of the Royal Society B: Biological Sciences 273: 1399–1405.
- 44. Roth O, Sadd BM, Schmid-Hempel P, Kurtz J (2009) Strain-specific priming of resistance in the red flour beetle, Tribolium castaneum. Proceedings of the Royal Society B: Biological Sciences 276: 145–151.
- 45.
Sadd BM, Schmid-Hempel P (2009) Ecological and evolutionary implications of specific immune responses. In: Rolff J, Reynolds S, editors. Insect infection and immunity: evolution, ecology, and mechanisms Oxford: Oxford University Press. 225–240.
- 46. Cotter SC, Myatt JP, Benskin CMH, Wilson K (2008) Selection for cuticular melanism reveals immune function and life-history trade-offs in Spodoptera littoralis. Journal of Evolutionary Biology 21: 1744–1754.
- 47. Silva AX, Jander G, Samaniego H, Ramsey JS, Figueroa CC (2012) Insecticide Resistance Mechanisms in the Green Peach Aphid Myzus persicae (Hemiptera: Aphididae) I: A Transcriptomic Survey. PLoS ONE 7: e36366.
- 48. Alon M, Alon F, Nauen R, Morin S (2008) Organophosphates’ resistance in the B-biotype of Bemisia tabaci (Hemiptera: Aleyrodidae) is associated with a point mutation in an ace1-type acetylcholinesterase and overexpression of carboxylesterase. Insect Biochemistry and Molecular Biology 38: 940–949.
- 49. Arnaud L, Haubruge E (2002) Insecticide resistance enhances male reproductive success in a beetle. Evolution 56: 2435–2444.
- 50. Kraaijeveld AR, Elrayes NP, Schuppe Hr, Newland PL (2011) L-arginine enhances immunity to parasitoids in Drosophila melanogaster and increases NO production in lamellocytes. Developmental & Comparative Immunology 35: 857–864.
- 51. Semighini CP, Heitman J (2009) Dynamic duo takes down fungal villains. Proceedings of the National Academy of Sciences 106: 2971–2972.