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Journal of Insect Science logoLink to Journal of Insect Science
. 2021 Jul 27;21(4):7. doi: 10.1093/jisesa/ieab046

The Galleria mellonella-Enteropathogenic Escherichia coli Model System: Characterization of Pathogen Virulence and Insect Immune Responses

Robin Y Chen 1,, B Andrew Keddie 1
Editor: Seth Barribeau
PMCID: PMC8315237  PMID: 34314494

Abstract

The use of Galleria mellonella (Linnaeus) (Lepidoptera: Pyralidae), an economical insect model, for the study of enteropathogenic Escherichia coli (Migula) (EPEC), a diarrheagenic human pathogen, has been demonstrated previously but remains poorly understood. The present study characterizes the Galleria-EPEC system extensively for future studies using this system. We found that EPEC causes disease in G. mellonella larvae when injected intrahemocoelically but not orally. Disease manifests as increased mortality, decreased survival time, delayed pupation, decreased pupal mass, increased pupal duration, and hemocytopenia. Disease symptoms are dose-dependent and can be used as metrics for measuring EPEC virulence in future studies. The type III secretion system was only partially responsible for EPEC virulence in G. mellonella while the majority of the virulence remains unknown in origin. EPEC elicits insect anti-bacterial immune responses including melanization, hemolymph coagulation, nodulation, and phagocytosis. The immune responses were unable to control EPEC replication in the early stage of infection (≤3 h post-injection). EPEC clearance from the hemocoel does not guarantee insect survival. Overall, this study provided insights into EPEC virulence and pathogenesis in G. mellonella and identified areas of future research using this system.

Keywords: Galleria mellonella, enteropathogenic Escherichia coli, insect model, virulence, immune response


Escherichia coli is a Gram-negative, rod-shaped bacterium in the family Enterobacteriaceae. The six major pathotypes of diarrheagenic E. coli are enteropathogenic E. coli (EPEC), enteroaggregative E. coli (EAEC), enterotoxigenic E. coli (ETEC), enteroinvasive E. coli (EIEC), Shiga toxin-producing E. coli (STEC), and diffusely adherent E. coli (DAEC). EPEC differs from other pathotypes by displaying attaching and effacing (A/E) properties and lacking Shiga toxins. EPEC causes diarrhea in humans, especially in children of developing countries. The only known reservoir hosts of EPEC are humans and is transmitted through the ingestion of contaminated material (fecal-oral). EPEC causes disease in the small intestine of the host and the colonization process is initiated by the attachment of EPEC to enterocytes by bundle-forming pili. The injection of effectors by EPEC into the enterocyte through a type III secretion system (T3SS) results in the destruction (effacement) of the microvilli and the formation of the characteristic actin pedestals on the apical surface of the enterocyte by cytoskeletal rearrangement. Diarrhea is likely caused by a combination of EPEC effectors that inhibit intestinal fluid uptake, alter water and ion transport, and increase intestinal permeability (Croxen et al. 2013).

Currently, the mouse (Mus musculus) is the model host used for in vivo studies of EPEC, either directly or through the use of a surrogate murine enteropathogen Citrobacter rodentium that is similar to EPEC (Dupont et al. 2016, Rhee et al. 2011; Shifflett et al. 2005). Mice are anatomically, physiologically, and genetically similar to humans, making them ideal animal models to study human pathogens and diseases (Vandamme 2015). However, studies using mice are constrained by the high costs of maintenance, low sample sizes, and ethical concerns compared to invertebrate models (Pereira et al. 2018). These constraints can be alleviated by the use of insect models such as the greater wax moth (Galleria mellonella), in which human pathogens (e.g., Candida albicans and Pseudomonas aeruginosa) show similar virulence as murine models (Brennan et al. 2002, Jander and Rahme 2000). G. mellonella is an economically important pest of honey bees worldwide (Kwadha et al. 2017). The larvae feed primarily on honey, pollen, and wax in honey bee hives causing extensive damage to the honey combs and entrap emerging bees with silk in a condition known as galleriasis (Williams 1997). In the laboratory, the larvae are used as a model organism to study numerous human pathogens including bacteria, fungi, and protozoans (Aperis et al. 2007, Fedhila et al. 2006, Fuchs et al. 2010, Jackson et al. 2009, Leuko and Raivio 2012, Miyata et al. 2003, Mukherjee et al. 2010, Mylonakis et al. 2005, Peleg et al. 2009, Seed and Dennis 2008, Tomiotto-Pellissier et al. 2016). The use of G. mellonella as an alternative model host to study EPEC was first suggested and demonstrated by Leuko and Raivio (2012). In this study, G. mellonella larvae were shown to be susceptible to E2348/69 (serotype O127:H6), the prototypical EPEC strain, in a dose-dependent manner after intrahemocoelic injection. A mutant strain of EPEC without functional T3SS was less virulent than the wild type, indicating that the secreted effectors are important in EPEC virulence in G. mellonella. The Cpx envelope stress response, that protects EPEC from envelope protein misfolding, is also implicated in EPEC virulence in G. mellonella. The mechanisms of EPEC virulence in G. mellonella remain unknown. EPEC was not seen attached to G. mellonella tissues and the EPEC mutant lacking bundle-forming pili showed similar virulence as the wild-type, indicating that EPEC attachment to host cells may not be required for virulence in G. mellonella (Leuko and Raivio 2012). Nothing is known about the sublethal effects of EPEC to G. mellonella, which could be used as metrics for measuring EPEC virulence in addition to mortality. The use of multiple metrics of virulence may help future studies identify virulence factors of EPEC in G. mellonella where the use of mortality alone is insufficient. Virulence factors identified using the Galleria-EPEC model system could subsequently be examined in the murine model to determine whether such factors are important in EPEC virulence in humans. Typical insect immune responses against bacteria are melanization, hemolymph coagulation, AMP production, phagocytosis, and nodulation (Cytryńska et al. 2016). The immune responses induced by enteropathogenic Escherichia coli (EPEC) in G. mellonella are not well characterized, which to date only include melanization, nodulation, and the expression of the AMPs cecropin and gloverin (Leuko and Raivio 2012). In addition, almost nothing is known about the events occurring inside the insect post-injection with EPEC, which are important in understanding both EPEC pathogenesis and G. mellonella immunity for the establishment of the Galleria-EPEC model system.

The present study aims to increase our understanding of the Galleria-EPEC model system by the characterization of EPEC virulence and pathogenicity in G. mellonella and G. mellonella immune responses against EPEC. The definitions of virulence and pathogenicity proposed by Thomas and Elkinton (2004) are used, in which virulence refers to the ability of a pathogen to cause disease in infected hosts whereas pathogenicity includes virulence while also accounting for the infectivity of the pathogen. The nature of EPEC virulence in the hemocoel of G. mellonella was determined by monitoring insect mortality, survival time, time to pupation, pupal mass, pupal duration, fecundity, and egg hatch rate after intrahemocoelic injection at various doses of EPEC. The source of EPEC virulence in G. mellonella was examined by comparing the intrahemocoelic LD50 of EPEC to the LD50 of an EPEC mutant (ΔescN) with disabled T3SS and to the LD50 of a benign E. coli strain (DH5α). If the T3SS is the main or only source of EPEC virulence in G. mellonella, then the LD50 of ΔescN would be similar to the LD50 of DH5α. The degree of EPEC virulence in G. mellonella was examined by comparing the intrahemocoelic LD50 of EPEC to that of a known entomopathogen (Providencia rettgeri) and a benign soil bacterium (Bacillus clausii). The pathogenicity of EPEC in G. mellonella was examined by comparing the intrahemocoelic LD50 to the per os LD50 of EPEC. The per os injection was conducted since it represents one of the most common portals of entry for bacterial pathogens in insects in nature as well as the portal of entry for EPEC in humans (Croxen et al. 2013, Tanada and Kaya 1993b). The immune responses of G. mellonella against EPEC were characterized in vivo by hemolymph examination following intrahemocoelic EPEC injection. The temporal dynamics of circulating hemocytes, melanized particles, nodules, and EPEC replication/clearance during EPEC infection in G. mellonella were determined by quantification using hemocytometer and the plate-count method following intrahemcoelic EPEC injection. If EPEC activates humoral and cellular immune responses in G. mellonella, then the number of circulating hemocytes should decrease over time while the number of melanized particles and nodules should increase over time. If G. mellonella immune responses are effective in controlling the EPEC infection in the hemocoel, then the number of circulating EPEC should also decrease over time.

We found that EPEC-induced disease in G. mellonella was dose-dependent and manifested as increased mortality, decreased survival time, delayed pupation, decreased pupal mass, and increased pupal duration. EPEC had moderate virulence in G. mellonella relative to an entomopathogenic bacterium and a soil bacterium but had low oral pathogenicity. The T3SS contributed to EPEC virulence in G. mellonella but unknown factors were responsible for most of the virulence, opening additional avenues for future research. Hemocytopenia was temporarily induced in G. mellonella by EPEC between 3–6 h post-injection but the circulating hemocyte count recovered by 48 h post-injection. The immune responses of G. mellonella were unable to control EPEC replication at the LD50 in the early stage of infection (i.e., within 3 h post-injection) but were eventually able to clear EPEC from the hemolymph by 48 h post-injection. The clearance of circulating EPEC corresponded to the appearance of melanized particles and nodules, implicating these insect immune responses in EPEC clearance. Interestingly, EPEC clearance did not guarantee insect survival, likely due to irrecoverable damage from EPEC and the immune responses.

Overall, this study provided insights into EPEC pathogenesis in G. mellonella and G. mellonella immune responses against EPEC needed for future research and identified life history metrics for the evaluation of EPEC virulence in G. mellonella.

Materials and Methods

Insect Rearing

G. mellonella larvae were purchased from Recorp Inc. (Georgetown, Ontario, Canada) and used to establish a laboratory colony. Insects were reared in 20 oz Atlas mason jars maintained in a Percival I-41VL incubator at 30°C and 30% RH in total darkness (0L:24D) and fed ad libitum on an artificial diet (Supp Appendix 1 [online only]). Last instar larvae, approximately 300 mg in mass, (Mettler College150 digital precision balance) were used for all experiments described in this study.

Bacteria Strains, Culturing, and Quantification

Wild type EPEC (E2348/69 serotype O127:H6) and an EPEC mutant ΔescN were obtained from T. L. Raivio (University of Alberta). The ΔescN mutant of EPEC lacks the ability to secrete effectors using the T3SS due to the loss of the EscN protein that functions as an ATPase for the T3SS (Andrade et al. 2007). EPEC was transformed with the plasmid pXG-1, enabling the constitutive expression of green fluorescent protein (GFP) for in situ visualization by fluorescence microscopy and chloramphenicol resistance for isolation by selective media (Urban and Vogel 2007). E. coli strain DH5α was obtained from P. D. Batista (University of Northern British Columbia). P. rettgeri was isolated from G. mellonella killed by Steinernema carpocapsae which were obtained from G. J. Hilchie (University of Alberta). B. clausii was isolated from a Glossina sp. homogenate sample from R. H. Gooding (University of Alberta). This bacterium was tested with Malacosoma disstria cells in vitro without pathogenic effects and was used to represent a non-pathogenic bacterium (personal observation). Both P. rettgeri and B. clausii were identified by 16S rRNA gene sequence using the Basic Local Alignment Search Tool (BLAST). DNA was extracted using a DNeasy Blood and Tissue Kit (Qiagen). Polymerase chain reaction (PCR) was performed with bacterial universal primers (27F: 5′-AGAGTTTGATCCTGGCTCAG-3′ and 1492R: 5′-GGTTACCTTGTTACGACTT-3′ from Integrated DNA Technologies, Inc.) (Lane 1991). Sanger sequencing was performed by the Molecular Biology Service Unit (MBSU) at the University of Alberta. All bacteria were cultured in Luria–Bertani (LB) medium (Supp Appendix 2.3 [online only]) at 30°C to match G. mellonella rearing temperature. EPEC and P. rettgeri were cultured in glass culture tubes (KIMAX, 16 mm × 100 mm) on a shaker (Mistral Multi-Mixer Model 4600, Lab-Line). B. clausii was cultured in 50 ml Erlenmeyer flasks (PYREX) agitated by a magnetic stir bar at 200 rpm since B. clausii form long chains and grow unevenly in shaken media. Bacteria were quantified by optical density (OD600) using a Spectronic 20+ spectrophotometer pre-injection and by the plate-count method using LB agar post-injection. Log phase bacteria washed and suspended in insect Ringer’s solution (Supp Appendix 2.1 [online only], henceforth referred to as simply Ringer’s) were used as inoculum for experiments.

Insect Injections

A 1 ml glass tuberculin syringe (BD Yale) with a 33-gauge beveled needle mounted on a motorized microapplicator (Model M, ISCO Inc.; Lincoln, Nebraska, USA) was used to inject 5 µl of inoculum into the hemocoel (intrahemocoelic) through the plantar of the left anteriormost proleg of the larva. This site was disinfected by swabbing (using Kimwipes or cotton swabs soaked with 70% ethanol) immediately before injection. Injection sites were selected to minimize bleeding and underlying tissue damage. Alternatively, the inoculum was delivered directly into the midgut of the insect by the careful insertion of a 33-gauge blunt-end needle through the mouth (per os) as far as the anterior midgut. All injections were conducted under a stereo microscope at 12× magnification. Larvae were incubated with an artificial diet at 30°C post-injection for the remainder of the experiment.

EPEC and G. mellonella Mortality

Various doses of EPEC suspended in Ringer’s were injected intrahemocoelically (as previously described) into 349 G. mellonella larvae (0 CFU, 1.0 × 102–2.5 × 103 CFU, 4.0 × 103–5.0 × 103 CFU, 7.0 × 103–1.0 × 104 CFU, 1.3 × 104–1.7 × 104 CFU, 1.8 × 104–2.3 × 104 CFU, 2.9 × 104–3.3 × 104 CFU, and 4.0 × 104 CFU) (Supp Appendix 3.1 [online only]). Insect mortality, melanization, survival time, and time to pupation were recorded. Insect mortality was recorded daily until day 20 post-injection at which point all insects had either died or emerged as adults. Larval melanization was evaluated visually at 24 h post-injection blind to treatment and classified into two categories based on the severity of melanization (score 0 = no to slight melanization, score 1 = moderate to severe melanization). Survival time was recorded as the number of days an insect survived post-injection. Survival scores were calculated for each insect:

Survival Score= Survival Time20   

which were used as proxies for survival time in the analysis to avoid heteroscedasticity. Survival time of insects that died as pupae could not be determined and was not included in the survival time analysis. Time to pupation was recorded as the number of days post-injection until pupation. Larvae were considered dead when no movement was observed after tactile stimulation.

Sublethal Effects of EPEC on G. mellonella

Known sublethal doses of EPEC were injected intrahemocoelically into 45 G. mellonella larvae (0 CFU, 1.4 × 102 CFU, 1.4 × 103 CFU, 2.1 × 103 CFU, and 4.2 × 103 CFU) (Supp Appendix 3.2 [online only]). Time to pupation, pupal mass, adult eclosion, fecundity, and egg hatch rate were recorded. Pupae were carefully extracted from cocoons using micro scissors and fine tip forceps following sclerotization (color change from light yellow to dark brown) of the pupal cuticle. Pupae damaged during the extraction were removed from the experiment. After pupal mass was measured on a digital precision balance (Mettler College150) and recorded within 24 h post-pupation to minimize the effects of water loss, each pupa was sexed and placed into a 1 oz Solo plastic cup. Pupal duration was calculated as the time difference between pupation and eclosion (adult emergence) post-injection. Each adult female, within 24 h after eclosion, was transferred into a new 1 oz Solo plastic cup with an untreated adult male and incubated at 30°C. A thin film of artificial diet was smeared onto the inner surface of each cup to facilitate oviposition. The number of eggs in each cup was recorded after the death of the female. Twenty eggs were randomly collected from each cup and placed into 2 ml microfuge tubes at 30°C and hatching was monitored.

Route of Infection and EPEC Pathogenicity

Four doses of EPEC (0 CFU, 2.2 × 106 CFU, 2.5 × 106 CFU, 1.1 × 107 CFU, and 2.5 × 107 CFU) were injected per os into the midgut of 70 G. mellonella larvae (Supp Appendix 3.3 [online only]). Insect mortality, survival time, time to pupation, pupal mass, fecundity, and egg hatch rate were recorded as previously described.

EPEC Virulence Compared to Other Bacteria

Various doses of E. coliescN: 0 CFU, 4.5 × 103 CFU, 4.5 × 104 CFU, 4.9 × 104 CFU, 7.4 × 104 CFU, 9.7 × 104 CFU, 1.5 × 105 CFU, 2.9 × 105 CFU, 4.5 × 105 CFU, and 9.0 × 106 CFU; n = 110) (DH5α: 0 CFU, 2.0 × 101 CFU, 2.0 × 102 CFU, 2.0 × 103 CFU, 2.0 × 104 CFU, 1.9 × 105 CFU, 7.8 × 106 CFU, and 4.1 × 107 CFU; n = 85), P. rettgeri (0 CFU, 1.8 × 102 CFU, 1.8 × 103 CFU, 1.8 × 104 CFU, and 2.6 × 104 CFU; n = 50), and B. clausii (0 CFU, 3.5 × 102 CFU, 3.5 × 104 CFU, and 4.6 × 106 CFU; n = 55) were injected intrahemocoelically into G. mellonella larvae (Supp Appendix 3.4 [online only]). Insect mortality was recorded.

Characterization of G. mellonella Immune Responses

The LD50 of EPEC (approximately 1.5 × 104 CFU) was injected intrahemocoelically into G. mellonella larvae as previously described. Larvae injected with Ringer’s were used as control. Larvae were surface-sterilized (by immersion: 30 s in 70% ethanol → 10 s in sterile water → 60 s in 10% bleach → 10 s in sterile water) immediately before hemolymph collection. Hemolymph was collected aseptically at 24 h post-injection from 42 insects (28 injected with EPEC, 14 injected with Ringer’s) by micropipette after creating a small incision at the base of the right anteriormost proleg (or, if not available, the left second-anteriormost proleg) with micro scissors and the application of gentle pressure to the insect until a droplet of hemolymph appears. Hemolymph (DNA) was stained with Hoechst 33342 (10 µg/ml, Riedel-de Haën) without fixing to minimize handling, since the stain is live cell-permeable. Hemolymph collection and staining were performed aseptically in a biological safety cabinet (Model 1106, Forma).

Quantification of Circulating Hemocytes, Nodules, Melanized Particles, and EPEC

G. mellonella larvae were injected intrahemocoelically with EPEC (1.5 × 104 CFU, n = 60) and heat-killed EPEC (HK-EPEC, 1.5 × 104 CFU before killing, n = 60). Insects injected with Ringer’s (n = 60) and sham-injected insects (n = 60) were used as controls. HK-EPEC was prepared by heating the bacteria to 65°C for 30 min in a heating block (Isotemp Model 145, Fisher). Cell integrity was verified by DIC microscopy and complete killing was confirmed by plate-count. Sham injection was performed identically to standard intrahemocoelic injections except with no inoculum injected (i.e., wounding by needle insertion). Hemolymph was collected aseptically from 8 insects of each treatment, randomly without replacement, at 1 h, 3 h, 6 h, 24 h, and 48 h post-injection. All insects were alive at the time of hemolymph collection. Hemolymph was immediately diluted ten-fold in an anticoagulant antimelanization solution (Supp Appendix 2.2 [online only]) post-collection to prevent ex vivo hemolymph coagulation and melanization. Hemolymph samples from each insect were loaded onto an improved Neubauer hemocytometer to quantify circulating hemocytes, nodules, and melanized particles by brightfield and phase contrast microscopy using an Olympus CX41 microscope at 400× magnification. The proportion of hemocytes in microaggregations were calculated for each sample:

Proportion of hemocytes in microaggregations = Number of hemocytes in microaggregationsTotal number of hemocytes   

as proxies for hemocyte adhesiveness and activation. Only mature nodules with multiple layers of hemocytes surrounding a melanized mass of bacteria were counted (Ratcliffe and Gagen 1976). The same hemolymph samples were also used to quantify circulating bacteria by plate-count. The remaining insects (20 of each treatment) were left undisturbed to monitor development and mortality. Hemolymph was collected aseptically from dead insects within 24 h post-mortem to quantify EPEC by plate-count on LB agar with 1 mg/ml chloramphenicol to control for potential bacterial contamination from loss of gut integrity. Insect rearing condition, bacteria culture condition, injection protocol, and incubation condition post-injection were as described previously.

Statistical Analyses

Statistical analyses in this study were conducted using R (R Core Team 2019). GLMs were constructed to examine: (1) relationships between bacteria dose and insect survival time, time to pupation, pupal mass, pupal duration, fecundity, and egg hatch rate; (2) differences in hemocyte count and hemocyte microaggregation between different treatments, time points, and their interactions; (3) differences in melanized particle and bacteria counts between different time points in insects injected with EPEC; and (4) differences in the number of days to pupation post-injection between different treatments. The minimum adequate models were obtained by stepwise deletion of non-significant factors and interactions when applicable. Model comparisons were conducted using F tests or χ 2 tests. Tukey contrasts (pairwise comparisons) were used to determine where significant differences occurred post hoc to GLMs. The median lethal dose (LD50) was defined in the context of this study as the number of bacteria injected that would kill 50% of the insects by the end of the experiment. The LD50 values of each bacteria species and strain were determined by binomial or quasi-binomial GLMs using the probit link function.

Results

EPEC and G. mellonella Mortality

The intrahemocoelic LD50 of EPEC in G. mellonella larvae is 1.58 × 104 ± 1.26 × 103 CFU (±95% CI) (Fig. 1). No mortality was observed in insects injected with ≤ 5.0 × 103 CFU. EPEC dose was a significant predictor of insect mortality (Binomial GLM, deviance = 301, df = 1 and 347, P < 0.0001), melanization (Quasi-binomial GLM, F = 821, df = 1 and 347, P < 0.0001), survival score (Quasi-binomial GLM, F = 670, df = 1 and 342, P < 0.0001), and time to pupation (Quasi-Poisson GLM, F = 188, df = 1 and 219, P < 0.0001). Increase in EPEC dose was associated with increase in mortality (β = 1.79 × 10–4, P < 0.0001), increase in melanization (β = 4.16 × 10–4, P < 0.0001), decrease in survival score (β = −2.51 × 10–4, P < 0.0001), and increase in time to pupation (β = 3.13 × 10–5, P < 0.0001) (Figs. 1 and 2). Melanization was a significant predictor of insect mortality (Binomial GLM, deviance = 339, df = 1 and 347, P < 0.0001), survival score (Quasi-binomial GLM, F = 551, df = 1 and 342, P < 0.0001), and time to pupation (Poisson GLM, deviance = 12.8, df = 1 and 219, P = 0.0004). No signs of melanization were observed in control larvae injected with Ringer’s. Larvae that displayed moderate to severe melanization (Fig. 3c and d) showed significantly higher mortality (z = 13.6, P < 0.0001), lower survival score (t = −9.44, P < 0.0001), and longer time to pupation (z = 3.77, P = 0.0002) compared to insects that showed slight to no melanization (Fig. 3a and b) (Fig. 5). Insect mortality occurred at either the larval stage (96.1%) or the pupal stage (3.9%). EPEC dose was not a significant predictor of whether insect mortality occurs during the larval stage or the pupal stage (Binomial GLM, deviance = 2.23, df = 1 and 127, P = 0.14). Insects that died within 24 h post-injection showed massive EPEC presence in the hemolymph (personal observation). Moribund larvae cease to feed (anorexia), show minimal movement (lethargy), gradually shrink over time (brachytosis), and can remain alive for up to 20 d post-injection before death eventually occurs. Black feces (frass) and diarrhea were observed from moderately to severely melanized larvae by 24 h post-injection (Fig. 4a). Larvae injected with Ringer’s produced normal brown frass without any diarrhea (Fig. 4b). Careful dissection of dead pupae (usually shriveled and slightly deformed) revealed fully developed pharate adults under the pupal cuticle. Adults that successfully eclosed from pupae appear normal in all treatments.

Fig. 1.

Fig. 1.

Mortality of G. mellonella larvae injected intrahemocoelically with various doses of EPEC (1 = dead, 0 = alive, n = 349). EPEC dose was positively associated with insect mortality (β = 1.79 × 10–4, P < 0.0001) The LD5, LD50, and LD95 (± 95% CI) were 6.56 × 103 ± 2.09 × 103 CFU, 1.58 × 104 ± 1.26 × 103 CFU, and 2.50 × 104 ± 2.56 × 103 CFU, respectively.

Fig. 2.

Fig. 2.

Survival score (a), time to pupation (b), and melanization score (c) of G. mellonella larvae injected intrahemocoelically with various doses of EPEC (n = 349). (a) EPEC dose was negatively associated with survival score (β = −2.51 × 10–4, P < 0.0001). (b) EPEC dose was positively associated with time to pupation (β = 3.13 × 10–5, P < 0.0001). (c) EPEC dose was positively associated with larval melanization (β = 4.16 × 10–4, P < 0.0001). The dose (± 95% CI) at which 50% of the insects are expected to display moderate to severe melanization is 1.45 × 104 ± 1.28 × 103 CFU.

Fig. 3.

Fig. 3.

Colour patterns of G. mellonella larvae at 24 h after intrahemocoelic injection. Untreated larvae and control larvae showed no melanization (a). Larvae injected with EPEC showed no (a), slight (b), moderate (c), to severe (d) melanization depending on EPEC dose. Larval appearance was photographed with a Ricoh R10 digital camera.

Fig. 5.

Fig. 5.

Mortality (a), survival time (b), and time to pupation (c) of G. mellonella larvae based on melanization at 24 h after intrahemocoelic EPEC injection. Larvae that displayed moderate to severe melanization (Fig. 3c and d) showed (a) significantly higher mortality (by 89%, z = 13.6, P < 0.0001), (b) lower survival time (by 15 d on average, t = −9.44, P < 0.0001), and (c) longer time to pupation (by 2. 6 d on average, z = 3.77, P = 0.0002) compared to insects that showed slight to no melanization (Fig. 3a and b).

Fig. 4.

Fig. 4.

Frass produced by G. mellonella larvae 24 h after intrahemocoelic injection. (a) Black frass and solidified diarrhea produced by larvae injected with EPEC (1.5 × 104 CFU). (b) Normal frass produced by larvae injected with Ringer’s.

Sublethal Effects of EPEC on G. mellonella

EPEC dose was a significant predictor of time to pupation (Quasi-Poisson GLM, F = 17.8, df = 1 and 37, P = 0.0002). Increase in EPEC dose was associated with increase in time to pupation in G. mellonella regardless of sex (β = 5.20 × 10–5, P = 0.0001) (Fig. 6a). EPEC dose and insect sex were significant predictors of pupal mass (Gaussian GLM; F = 5.99, df = 1 and 36, P = 0.02; F = 27.8, df = 1 and 36, P < 0.0001; respectively). EPEC dose did not affect the sexes differently (F = 0.119, df = 1 and 35, P = 0.73). Pupal mass decreased as EPEC dose increased (β = −8.24 × 10–3, P = 0.02), with female pupae being 55.1 mg more massive on average than male pupae (t = 5.27, P < 0.0001) (Fig. 6b). EPEC dose and insect sex were significant predictors of pupal duration (Quasi-Poisson GLM; F = 32.0, df = 1 and 36, P < 0.0001; F = 18.4, df = 1 and 36, P = 0.0001; respectively). EPEC dose did not affect the sexes differently (F = 0.234, df = 1 and 35, P = 0.63). Pupal duration increased as EPEC dose increased (β = 6.34 × 10–5, P < 0.0001), with female pupae taking 1.15 d longer on average than male pupae to complete metamorphosis (t = 4.23, P = 0.0002) (Fig. 6c). EPEC dose was not a significant predictor of fecundity (Gaussian GLM, F = 0.459, df = 1 and 28, P = 0.50) or egg hatch rate (Quasi-binomial GLM, F = 1.30 × 10–3, df = 1 and 23, P = 0.97). Pupal mass was not a significant predictor of fecundity (Gaussian GLM, F = 0.433, df = 1 and 28, P = 0.52) or egg hatch rate (Quasi-binomial GLM, F = 1.97, df = 1 and 23, P = 0.17).

Fig. 6.

Fig. 6.

Time to pupation (a), pupal mass (b), and pupal duration (c) of G. mellonella larvae injected intrahemocoelically with sublethal doses of EPEC (n = 45). (a) Time to pupation post-injection increased as EPEC dose increased (β = 5.20 × 10–5, P = 0.0001). (b) Pupal mass decreased as EPEC dose increased (β = −8.24 × 10–3, P = 0.02), with female pupae being 55.1 mg larger on average than male pupae (t = 5.27, P < 0.0001). (c) Pupal duration increased as EPEC dose increased (β = 6.34 × 10–5, P < 0.0001), with female pupae taking 1.15 d longer on average than male pupae to complete metamorphosis (t = 4.23, P = 0.0002).

Route of Infection and EPEC Pathogenicity

The per os LD50 of EPEC in G. mellonella larvae was greater than 2.50 × 107 CFU (5% mortality at this dose, n = 20), which was more than 3 orders of magnitude higher than the intrahemocoelic LD50 (1.58 × 104 ± 1.26 × 103 CFU) (Table 1). EPEC dose was not a significant predictor of insect survival score (Quasibinomial GLM, F = 1.38, df = 1 and 68, P = 0.24), time to pupation (Poisson GLM, deviance = 0.546, df = 1 and 66, P = 0.46), pupal mass (Gaussian GLM, F = 0.226, df = 1 and 63, P = 0.64), pupal duration (Quasi-Poisson GLM, F = 9.88 × 10–2, df = 1 and 63, P = 0.75), and fecundity (Gaussian GLM, F = 0.677, df = 1 and 45, P = 0.42). Female pupae were 37.7 mg larger than male pupae on average (t = 3.83, P = 0.0003) and took 1.26 d on average longer to complete metamorphosis (t = 4.28, P < 0.0001). EPEC dose was a significant predictor of egg hatch rate (Quasi-binomial GLM, F = 5.57, df = 1 and 41, P = 0.02). EPEC dose was negatively associated with egg hatch rate (β = −6.94 × 10–8, P = 0.02) (Fig. 7). Pupal mass was not a significant predictor of fecundity (Gaussian GLM, F = 1.43, df = 1 and 45, P = 0.24) or egg hatch rate (Quasi-binomial GLM, F = 1.93, df = 1 and 41, P = 0.17). No abnormal frass or diarrhea were observed post-injection.

Table 1.

The LD50 of different species and strains of bacteria in G. Mellonella

Bacteria Route of injection LD50 ± 95% CI (CFU) n
E. coli (EPEC) Intrahemocoelic 1.58 × 104 ± 1.26 × 103 349
E. coliescN) Intrahemocoelic 4.72 × 104 ± 5.41 × 102 110
E. coli (DH5α) Intrahemocoelic 4.10 × 107 ± 1.53 × 106 85
P. rettgeri Intrahemocoelic 1.78 × 103 ± 7.70 × 102 50
B. clausii Intrahemocoelic 3.73 × 106 ± 1.08 × 106 55
E. coli (EPEC) Per os > 2.50 × 107 70

Fig. 7.

Fig. 7.

Egg hatch rate of G. mellonella larvae injected per os with various doses of EPEC (n = 70). Increase in EPEC dose was associated with a marginal decrease in egg hatch rate (β = −6.94 × 10–8, P = 0.02).

EPEC Virulence Compared to Other Bacteria

The LD50 of EPEC was approximately 3 times lower than the LD50 of the ΔescN mutant in G. mellonella and more than 3 orders of magnitude lower than the LD50 of the DH5α strain (Table 1). The LD50 of EPEC was approximately 9 times higher than the LD50 of P. rettgeri and more than 2 orders of magnitude lower than the LD50 of B. clausii (Table 1).

Characterization of G. mellonella Immune Responses

Melanization, hemolymph coagulation, nodulation, and phagocytosis were observed in the hemolymph of G. mellonella larvae at 24 h post-injection with EPEC. The immune responses were absent in the control larvae injected with Ringer’s (Fig. 8a—c). The following were observed in the hemolymph of larvae injected with EPEC: (1) melanized particles (in the hemolymph of 89% of the larvae) free-floating in the hemolymph, internalized in hemocytes, embedded in coagula, and in the center of nodules (Fig. 8d—g); (2) hemolymph coagulation around melanized particles (Fig. 8f); (3) nodules containing melanized particles (Fig. 8g); and (4) hemocytes containing EPEC, indicative of phagocytosis (Fig. 8h—j). No discernible differences in hemolymph low molecular weight protein profile representing antimicrobial peptides (AMPs) were detected between G. mellonella injected with EPEC compared to the control (SDS–PAGE and silver staining of hemolymph protein extracted at 24 h post-injection, data not shown).

Fig. 8.

Fig. 8.

Typical immune responses observed in the hemolymph of G. mellonella larvae at 24 h after intrahemocoelic injection with 1.5 × 104 EPEC. (a—c) Hemocytes from a control larva injected with Ringer’s displaying: (a) typical hemocyte morphology, (b) typical hemocyte nuclei (blue fluorescence by Hoechst 33342 staining), and (c) absence of green fluorescence. (d) Extracelluar melanized particle. (e) Melanized particle internalized by a hemocyte. (f) Hemolymph coagulation around melanized particles. (g) Nodule containing numerous melanized particles. (h—j) Microaggregation of hemocytes (h) with internal green fluorescence (j, arrowhead) at the same focal plane as hemocyte nuclei (i) indicating phagocytosis of EPEC.

Quantification of Circulating Hemocytes, Nodules, Melanized Particles, and EPEC

Statistically significant differences in circulating hemocyte count between treatments (Quasi-Poisson GLM, F = 14.8, df = 3 and 156, P < 0.0001) and between time points (F = 2.77, df = 4 and 152, P = 0.03) were found (Fig. 9). No differences were detected in hemocyte count between treatments over time (i.e., no significant interaction between treatment and time; F = 1.32, df = 12 and 140, P = 0.21). Larvae injected with EPEC showed a significantly reduced number of circulating hemocytes compared to larvae injected with either Ringer’s, HK-EPEC, or sham-injected larvae (Tukey contrasts, P ≤ 0.0001 in all comparisons). No significant differences in circulating hemocyte count were detected between larvae injected with Ringer’s, HK-EPEC, and sham-injected larvae (P ≥ 0.73 in all comparisons). A significant difference in circulating hemocyte count was detected between 3 h and 6 h post-injection overall (Tukey contrasts, P = 0.05). No statistically significant differences were found in hemocyte microaggretation (proportion of hemocytes in microaggregations) between treatments (Quasi-binomial GLM, F = 2.13, df = 3 and 156, P = 0.10), between time points (F = 0.920, df = 4 and 152, P = 0.45), and between treatments over time (F = 0.349, df = 12 and 140, P = 0.98). Nodules were not observed in the hemolymph of larvae injected with Ringer’s, HK-EPEC, and sham-injected larvae at any time point post-injection. Statistically significant differences in nodule count between time points were found in the hemolymph of larvae injected with EPEC (Quasi-Poisson GLM, F = 4.25, df = 4 and 35, P = 0.007). Nodules began to appear in the hemolymph at 6 h post-injection and were absent from the hemolymph by 48 h post-injection (Fig. 10). No melanized particles were found in the hemolymph of larvae injected with Ringer’s and sham-injected larvae. Melanized particles (100/µl hemolymph at 6 h post-injection) were found in 1 larva out of the 40 (2.5%) injected with HK-EPEC whereas 19 larvae out of the 40 (47.5%) injected with EPEC were found with melanized particles in the hemolymph. Statistically significant differences in the number of melanized particles between time points were found in the hemolymph of larvae injected with EPEC (Quasi-Poisson GLM, F = 11.5, df = 4 and 35, P < 0.0001). Melanized particles began to appear in the hemolymph at 6 h post-injection and were also found at 24 h and 48 h post-injection (Fig. 10). Melanization occurred at the injection wound site in all insects. Bacteria were not observed in the hemolymph of larvae injected with Ringer’s, HK-EPEC, and sham-injected larvae at any time point post-injection, indicating the absence of culturable bacteria in the hemolymph of G. mellonella. Statistically significant differences in bacteria count between time points were found in the hemolymph of larvae injected with EPEC (Quasi-Poisson GLM, F = 14.5, df = 4 and 35, P < 0.0001). The number of bacteria increased from 1 h to 3 h post-injection (Tukey contrasts, P < 0.0001), decreased from 3 h to 6 h post-injection (P = 0.002), did not change between 6 h to 24 h post-injection (P = 0.99) and were cleared from the hemolymph by 48 h post-injection (P = 1.0) (Fig. 10). The reduction in bacteria count was concurrent with the appearance of melanized particles and nodules (Fig. 10). All insects left undisturbed from sham, Ringer’s, and HK-EPEC treatments survived and eclosed as adults whereas 60% mortality (12 out of 20) was observed from the larvae injected with EPEC. EPEC was found in the hemolymph of only 1 larva (died at 48 h post-injection with too many CFUs to count) out of the 12 that died. Statistically significant differences in the number of days to pupation between larvae of different treatments were detected (Quasi-Poisson GLM, F = 32.8, df = 3 and 64, P < 0.0001). Pupation in larvae injected with EPEC was delayed an average of 4 d compared to larvae injected with Ringer’s, HK-EPEC, or sham-injected larvae (Tukey contrasts, P < 0.0001 in all comparisons) (Fig. 11). No statistically significant differences in the number of days to pupation were detected between larvae injected with Ringer’s, HK-EPEC, and sham-injected larvae (P ≥ 0.72 in all comparisons) (Fig. 11).

Fig. 9.

Fig. 9.

The average number of circulating hemocytes (±SE) per µl hemolymph at different time points in G. mellonella larvae injected intrahemocoelically with Ringer’s, EPEC, HK-EPEC, or sham-injected (n = 160). Larvae injected with EPEC showed reduced hemocyte count compared to the other treatments (F = 14.8, P < 0.0001), most prominently at 6 h post-injection (74% reduction relative to Ringer’s). Within the EPEC treatment, hemocyte count reduced by 66% between 3 h and 6 h post-injection but recovered between 24 h and 48 h post-injection. The hemocyte count for the other treatments remained relatively constant across all time points.

Fig. 10.

Fig. 10.

The average number of circulating EPEC, melanized particles, and nodules (±SE) per µl hemolymph at different time points in G. mellonella larvae injected intrahemocoelically with EPEC (n = 40). The reduction in the number of circulating EPEC is followed by the appearances of melanized particles and nodules in the hemolymph.

Fig. 11.

Fig. 11.

The average number of days to pupation (±SE) of G. mellonella larvae injected intrahemocoelically with Ringer’s, EPEC, HK-EPEC, and sham-injected larvae (n = 80). Larvae injected with EPEC showed significant delay in pupation (by approximately 4 d) compared to larvae from the other treatments (Tukey contrasts, P < 0.0001).

Discussion

EPEC and G. mellonella Mortality

The dose-dependent increase in insect mortality (Fig. 1) and decrease in survival time (Fig. 2a) following EPEC injection demonstrate that EPEC causes disease in G. mellonella larvae when injected into the hemocoel. Ringer’s alone did not kill any insects (Fig. 1), indicating that injection trauma and blank inoculum do not cause insect mortality. The LD50 (1.58 × 104 CFU) of EPEC in G. mellonella larvae in this experiment at day 20 post-injection versus the LD50 (2.57 × 103 CFU) at 48 h post-injection determined by Leuko and Raivio (2012) is likely due to the difference in the time of observation and differences in the physiological state of the larvae used in these experiments. Leuko and Raivio (2012) obtained the larvae directly from Recorp Inc., stored them at 4°C without diet for ≤ 7 d pre-injection, and incubated them without diet post-injection. Cold shock (at 12°C or 4°C) of G. mellonella larvae pre-injection is known to increase resistance to intrahemocoelically injected Bacillus thuringiensis and C. albicans by increasing both AMP expression and the number of circulating hemocytes (Mowlds and Kavanagh 2008, Wojda et al. 2014). Starvation, however, may reduce G. mellonella resistance to C. albicans by reducing AMP expression and the number of circulating hemocytes (Banville et al. 2012). Though it is currently unknown how G. mellonella would respond to the combination of cold shock and starvation when faced with an immune challenge, the results obtained under such conditions would not be comparable to those obtained under the optimal conditions used in this study. The short observation time of 48 h used by Leuko and Raivio (2012) to determine the LD50 would significantly underestimate true insect mortality by overlooking mortality that occurs at later times. Therefore, it is important to establish and follow a standardized protocol for the rearing and handling of G. mellonella as a host for the evaluation of pathogens with the ability to compare results obtained from different laboratories. Recent reviews have identified and discussed this issue in more detail (Champion et al. 2018, Cook and McArthur 2013, Tsai et al. 2016).

In this study, diseased larvae showed melanization (Figs. 2c and 3), reduced survival time (Fig. 2a), and delayed pupation (Fig. 2b). Symptoms of moribund larvae included anorexia, lethargy, brachytosis, abnormal frass production, and diarrhea. The signs and symptoms of the disease are likely due to a combination of EPEC replication and effector secretion in the hemolymph (septicemia) and collateral damage by the insect immune responses (immunopathology). The mechanism of EPEC pathogenesis in G. mellonella is currently unknown but previous research suggested that EPEC virulence in the hemolymph is reduced by the inactivation of the T3SS and both inactivation and constitutive activation of the Cpx envelope stress response (Leuko and Raivio 2012). In this study, melanization (Fig. 3) was the first visible sign of an immune response against EPEC post-injection, indicating the activation of the PPO cascade. Melanization first occurred at the dorsal vessel, around which melanin can be seen through the cuticle (Fig. 3b and c). This was likely the result of melanized particle accumulation around the ostia (valves) of the dorsal vessel by hemolymph movement and subsequent phagocytosis by sessile periostial hemocytes (Sigle and Hillyer 2016). The severity of melanization was dose-dependent (Fig. 2c), indicating increasing activation of the PPO cascade with increasing EPEC presence in the hemocoel. Larval melanization could be used as a visual indicator for assessing EPEC virulence, since the degree of melanization was positively associated with mortality, negatively associated with survival time, and positively associated with time to pupation. Scoring of larval melanization, motor activity, cocoon formation, and insect survival have been used previously to construct a health index for G. mellonella to assess the virulence of group A Streptococcus (Loh et al. 2013). A similar protocol could be used for EPEC and other pathogens in future studies. EPEC doses ≤5.0 × 103 CFU failed to kill any insects (Fig. 1), indicating that G. mellonella immune responses were able to effectively control EPEC at lower doses. Activation of the PPO cascade produces ROS and cytotoxic quinones that damage the Malpighian tubules in Tenebrio molitor (Sadd and Siva-Jothy 2006). Malpighian tubules are responsible for nitrogenous waste excretion and osmoregulation in insects, functionally analogous to the vertebrate kidney. Damage to the Malpighian tubules and/or the rectal complex (i.e., sites of water reabsorption) could potentially lead to excess water excretion, resulting in diarrhea that were observed in moribund insects (Fig. 4). Oxidative stress was known to increase mortality and development time in G. mellonella (Hyrsl et al. 2007). The dose-dependent increase in time to pupation (Fig. 2b) could also be attributed, in part, to the immunopathology of melanization and indicate the presence of sublethal effects of EPEC on G. mellonella life history traits. Pupal mortality was not EPEC dose-dependent overall, but no pupal mortality was observed in control insects that were not injected with EPEC, implicating EPEC in pupal mortality. The proximate cause of pupal mortality could be reduced resistance to desiccation, since pharate adults can have difficulties eclosing from desiccated pupae (Tanada and Kaya 1993a). Alternatively, it is possible that eclosion behaviors failed to initiate altogether, which could indicate the disruption of the insect endocrine system (e.g., insufficient levels of ecdysis triggering hormone and eclosion hormone) (Truman 1978, Zitnan et al. 1996). How EPEC presence is linked to pupal mortality remains unknown. Future experiments that examine pupal desiccation resistance and hormone levels in relation to EPEC injection could help unravel this mystery.

Sublethal Effects of EPEC on G. mellonella

Increased time to pupation and reduced pupal mass were EPEC dose-dependent (Fig. 6a and b), indicating that EPEC interfered with normal development in G. mellonella. This was likely mediated by insect cytokines of the ENF family, including plasmatocyte-spreading peptide (PSP), growth-blocking peptide (GBP), and paralytic peptide (PP), of which PSP and GBP are known to stimulate plasmatocyte-spreading, reduce larval growth rate, and induce temporary paralysis in Pseudoplusia includens and Pseudaletia separata (Strand et al. 2000). In M. sexta challenged with bacteria, a PSP precursor pro-PSP is expressed in the fat body and released into the hemolymph where cleavage by a protease produces the active PSP (Eleftherianos et al. 2009). In P. separata, GBP inhibits juvenile hormone (JH) esterase activity in the hemolymph which delays larval development by reducing larval feeding and weight gain (Aizawa et al. 2001; Hayakawa 1990, 1991). It is likely that PSP and GBP share similar mechanisms of reducing larval growth and delaying development due to the structural and functional similarities between PSP and GBP (Strand et al. 2000). The lysis of oenocytoids is also induced by GBP, releasing stored PPO for melanization (Matsumoto et al. 2003). As mentioned previously, the oxidative stress of melanization may also contribute to the developmental delay in G. mellonella (Hyrsl et al. 2007). An unidentified plasmatocyte depletion factor, likely an ENF cytokine, was found to be released from G. mellonella hemocytes following bacterial challenge in a dose-dependent manner (Chain and Anderson 1983). Future qPCR and RNAi experiments could determine the presence and roles of ENF cytokines in G. mellonella immunity. Cessation of feeding observed in moribund G. mellonella larvae injected with EPEC in the previous experiment indicates the possibility of a dose-dependent reduction in the feeding of diseased larvae, though future experiments quantifying diet consumption is required to confirm this. Illness-induced anorexia is a common behavioral response to infection in insects (Adamo et al. 2007). It was hypothesized to enhance immune responses in diseased insects since reduced lipid intake decreases hemolymph lipid concentration, which increases available apolipophorin III for pathogen recognition (Adamo et al. 2010). In general, these results were consistent with a recent study, in which the recovery from Serratia marcescens infection increased larval development time, decreased pupal mass, and decreased adult eclosion rate in Spodoptera frugiperda (Zhang et al. 2018). Thus, growth inhibition may be a common sublethal effect of bacterial infections in lepidopteran insects.

Complete metamorphosis in insects is a complex process involving extensive histolysis of larval tissue, histogenesis of adult tissue, and larval tissue remodeling into adult tissue (Rolff et al. 2019). Melanin formed during melanization was not removed from the hemocoel post-infection and remain for the lifetime of the insect (Hillyer 2016). Metamorphosis may be obstructed by the remnants of the immune response such as the presence of melanized nodules, capsules, and coagula, resulting in increased pupal duration. The injection of latex beads, which will be encapsulated and melanized in the hemocoel, could determine the effects of physical obstructions on metamorphosis.

In G. mellonella, fecundity and egg hatch rate are independent of EPEC dose (when injected intrahemocoelically) or pupal mass, indicating that resource allocation into reproduction takes higher priority than growth to maintain fitness. The results were surprising since positive correlations between the size of the female insect and fecundity has been the norm in insects (Honěk 1993). Reduction in fecundity and egg hatch rate may manifest at higher doses of EPEC when resource allocation and ad libitum feeding can no longer compensate for it, which can be examined in future experiments with no artificial diet available to the larvae post-injection. Egg size was not measured in this experiment. It is also possible that the egg size was reduced while fecundity and hatch rate were maintained, though no such differences were noticed visually. The effect of EPEC on G. mellonella adult longevity was not examined in this experiment. It is possible that oxidative damage from melanization as a response to EPEC infection could result in reduced adult longevity.

EPEC does not affect the sexes differently. Males completed metamorphosis faster than females on average (protandry) (Fig. 6c). Protandry is common in holometabolous insects and was hypothesized to increase male fitness by increasing potential mating opportunities (Morbey and Ydenberg 2001). Female pupae were larger than male pupae on average (Fig. 6b). This female-biased sexual size dimorphism is known in G. mellonella (Kwadha et al. 2017).

Route of Infection and EPEC Pathogenicity

The K-12 strain of E. coli could invade the hemocoel of G. mellonella from the gut, though the mechanism of the invasion is unknown (Freitak et al. 2014). A previous experiment determined that EPEC could also invade the hemocoel of G. mellonella larvae from the gut (translocation) without compromising gut integrity (unpublished data). However, the translocation of EPEC was not efficient since the per os LD50 was greater than 104 times higher than the intrahemocoelic LD50 (Table 1). The foregut and hindgut possess a cuticular layer, a substantial barrier to bacterial penetration. The midgut, however, is not as protected by having a more porous peritrophic membrane (PM) which separates the gut lumen from the hemocoel by just a single layer of columnar epithelial cells attached to a basal lamina, making the midgut a likely route of EPEC entry into the hemocoel (Tanada and Kaya 1993c). The PM and the presence of gut microbiota could potentially hinder EPEC translocation, while the release of AMPs and ROS into the lumen could limit EPEC growth in the midgut (K. Wu et al. 2016b). The pore diameter of G. mellonella PM has not been determined to our knowledge but likely falls between 2 and 36 nm, which are too small for bacteria such as E. coli (0.25–1 µm in diameter) to pass through unassisted (Lehane 1997). EPEC may be able to secrete a chitinase (e.g., ChiA found in E. coli K-12 strain) that can potentially damage the PM and allow EPEC access to the midgut epithelium (Francetic et al. 2000). It is possible, but highly unlikely, that the injection process damaged the PM or the midgut epithelium allowing EPEC entry into the hemocoel despite the blunt needle tip and the care taken to avoid such damage. The mechanism of EPEC translocation remains unknown and requires ultrastructural and histological examination of the PM and the midgut epithelium to determine. The production of normal frass indicates that EPEC did not disrupt gut function when injected per os, but a histological examination of the midgut tissue is required to determine any pathological effect of EPEC on the gut epithelium. Insect survival time was not affected by EPEC. Insect growth and development (i.e., time to pupation, pupal mass, and pupal duration) were not affected by EPEC when introduced per os, in contrast to the previous experiment in which insect growth and development were stunted after intrahemocoelic injection of EPEC, indicate that EPEC is not pathogenic to G. mellonella by ingestion. However, survival time was only monitored for 20 d post-injection and did not account for adult longevity, which may be affected by EPEC. Taken together, the results indicate that EPEC must enter the hemocoel to become virulent but could not do so efficiently, which is typical for entomopathogenic members of Enterobacteriaceae in insects (Tanada and Kaya 1993d). It is also possible that the gut transit time of G. mellonella larvae was too short for EPEC to invade the hemocoel or cause significant pathology in the gut. The examination of frass produced post-injection could help determine the fate of EPEC post-injection. Unexpectedly, egg hatch rate was marginally reduced with increasing EPEC dose injected per os (Fig. 7) whereas egg hatch rate was unaffected when EPEC was injected intrahemocoelically in the sublethal experiment discussed above. The cause of the reduced egg hatch rate is unknown and requires histological examination to determine. How reduced hatch rate is linked to EPEC presence in the gut but not when EPEC was injected into the hemocoel is unknown and may involve gut-specific immune signaling and activation of transgenerational immune priming, which may be costly to eggs (Tetreau et al. 2019). It is also possible that the injection wound suffered by intrahemocoelically injected insects was responsible for altering the physiological state of the insect, resulting in the maintenance of egg hatch rate. Future experiments measuring G. mellonella fecundity, egg hatch rate, egg size, and egg AMP expression after per os and intrahemocoelic injection of EPEC with sham injected and untreated controls may be able to elucidate this phenomenon. Pupal mass did not predict fecundity or egg hatch rate, which is consistent with the results from insects injected intrahemocoelically at the sublethal doses of EPEC, indicating that reproduction was prioritized over growth.

EPEC Virulence Compared to Other Bacteria

The ΔescN mutant of EPEC was approximately 3 times less virulent than the wild type (Table 1), indicating that the T3SS contributes to the virulence of EPEC in G. mellonella. This was consistent with the results of Leuko and Raivio (2012), who also found the ΔescN mutant to be less virulent than the wild type EPEC in G. mellonella but did not discuss it in detail. Some of the effectors secreted by the EPEC T3SS inhibit host immune responses. Macrophage phagocytosis is inhibited by EPEC effectors: EspB (E. coli secreted protein B), EspF, EspJ, and EspH (Dong et al. 2010, Iizumi et al. 2007, Marchès et al. 2008, Quitard et al. 2006). Phagocytosis is an evolutionarily conserved immune response in insects and vertebrates (Melcarne et al. 2019). Phagocytosis of EPEC by G. mellonella hemocytes may similarly be inhibited by these effectors. The nuclear factor κB (NF-κB) transcription factors are inhibited by EPEC effectors: Tir (translocated intimin receptor), NleB (non-locus of enterocyte effacement encoded protein B), NleC, NleD, NleE, NleH in HeLa cells and mice (Baruch et al. 2011; Gao et al. 2009, 2013; Nadler et al. 2010; Pearson et al. 2011; Ruchaud-Sparagano et al. 2011). In insects, the activation of NF-κB is responsible for inducing the expression of AMPs after upstream activation of the Toll and Imd pathways (Valanne et al. 2011). NF-κB in G. mellonella may be inhibited by these effectors and result in reduced AMP expression and increased EPEC survival. The inability of the ΔescN mutant to secrete these effectors may be responsible for the reduced virulence observed and can be tested in a future experiment by quantifying circulating bacteria over time and AMP expression post-injection. However, EPEC attachment and injection of effectors into insect cells have not yet been definitively demonstrated to date. Future experiments are required to determine which insect cell types are targeted by EPEC and the specific roles of EPEC effectors in G. mellonella.

The DH5α strain of E. coli lacks the locus of enterocyte effacement (LEE) that encodes the T3SS and some of its secreted effectors found in EPEC that are necessary for pathogenesis on the intestinal epithelial cells of vertebrates (Chart et al. 2000, Croxen et al. 2013). DH5α was 2.59 × 103 times less virulent in G. mellonella than the wild type EPEC and 8.69 × 102 times less virulent than the ΔescN mutant of EPEC (Table 1), which indicates that there are factors independent of the T3SS that were responsible for most of the virulence in G. mellonella. The mechanism behind the low virulence of DH5α compared to the wild type and mutant EPEC in G. mellonella remains unknown. DH5α does not express siderophores enterobactin and aerobactin typically found in pathogenic strains of E. coli, which acquire iron that are essential for bacterial replication from host iron transport and storage molecules (Chart et al. 2000, Law et al. 1992). DH5α is vulnerable to attack by vertebrate complement proteins due to the inability to express long-chained LPS typically found on the surface of pathogenic E. coli that reduce the accessibility of the outer membrane (Chart et al. 2000). Insect AMPs also require membrane access for lytic activities (Bulet et al. 1999). It is possible that the lack of siderophores and long-chained LPS reduced the ability of DH5α to replicate and survive in G. mellonella, resulting in reduced virulence compared to EPEC. Future experiments could explore the roles of siderophores and long-chained LPS in EPEC virulence in G. mellonella.

In G. mellonella, EPEC was 8.88 times less virulent than the entomopathogen P. rettgeri but more than 2.36 × 102 times more virulent than the soil bacterium B. clausii (Table 1), indicating that EPEC could be considered a moderately virulent pathogen to G. mellonella. However, as the per os experiment indicated above, EPEC could not efficiently invade the hemocoel from the gut, making its pathogenicity low and opportunistic.

Characterization of G. mellonella Immune Responses

Typical insect immune responses against bacteria present in the hemolymph include melanization, hemolymph coagulation, nodulation, phagocytosis, and AMP production (Cytryńska et al. 2016). Aside from AMP production, all of the above immune responses were observed in G. mellonella after intrahemocoelic EPEC injection whereas these immune responses were absent in the control larvae injected with Ringer’s (Fig. 8), indicating that G. mellonella is capable of recognizing EPEC as foreign and mount appropriate immune responses against it. Unfortunately, no discernable differences in AMP levels were detected by SDS–PAGE in a preliminary experiment, possibly due to interference from the presence of other low molecular weight proteins. The expression of AMPs in G. mellonella is known to increase after microbial challenge (including E. coli) and the repertoire of expressed AMPs differ depending on the type of microbe involved (Mak et al. 2010). Future experiments using RT-qPCR could examine individual AMP expression specifically and may be able to detect EPEC-induced changes in AMP expression in G. mellonella. The melanized particles observed are likely formed by the deposition of melanin around EPEC, though this could not be confirmed since no green fluorescence could be detected through the melanin. Sectioning of the melanized particles in future experiments is required to determine the presence of EPEC.

Quantification of Circulating Hemocytes, Nodules, Melanized Particles, and EPEC

The reduction in the number of circulating hemocytes (hemocytopenia) was only observed in G. mellonella larvae after the injection of viable EPEC, while Ringer’s and HK-EPEC did not induce hemocytopenia relative to the sham-injected control (Fig. 9), indicating that EPEC replication in the hemocoel is required to induce hemocytopenia. Hemocytopenia is a reaction to microbial infection in G. mellonella and is likely mediated by ENF family cytokines such as plasmatocyte-spreading peptide (PSP) and growth-blocking peptide (GBP) (Gagen and Ratcliffe 1976). The cytokines were discussed previously in the context of larval growth inhibition following EPEC challenge. Another role of PSP and GBP in insect immunity is the stimulation of plasmatocyte spreading, which increases plasmatocyte adhesion and enhances phagocytosis, nodulation, and encapsulation (Strand et al. 2000). An unidentified plasmatocyte depletion factor, likely an ENF cytokine, was found to be released from G. mellonella hemocytes following bacterial challenge in a dose-dependent manner resulting in plasmatocyte-spreading and reduced number of circulating plasmatocytes (Chain and Anderson 1983). Plasmatocytes make up approximately 60–70% of the total number of circulating hemocytes in G. mellonella (G. Wu et al. 2016a). Plasmatocyte-spreading mediated by ENF cytokines in response to EPEC replication in the hemolymph was likely responsible for most of the hemocytopenia observed. The sharp decline in hemocyte count between 3–6 h post-injection with EPEC coincided with the sharp decline in the number of circulating EPEC, suggesting the removal of EPEC from the hemolymph by nodulation (Figs. 9 and 10). Both plasmatocytes and granulocytes participate in nodulation and most nodules in G. mellonella leave circulation and attach to the surfaces of tissues in the hemocoel (Ratcliffe and Gagen 1976). Plasmatocytes not participating in nodulation could be attached to tissue surfaces in the hemocoel and out of circulation (sessile). Hemolymph coagulation likely contributes to hemocytopenia by immobilizing hemocytes along with EPEC. Recovery from hemocytopenia between 6–48 h post-injection with EPEC coincided with the clearance of EPEC from the hemolymph, indicating the restoration of homeostasis post-infection, likely by sessile plasmatocytes re-entering circulation and the production of new hemocytes (hematopoiesis). The similarity in the microaggregation of circulating hemocytes between treatments and between time points suggests that the hemocytes found in circulation were not different in their adhesion. In larvae injected with EPEC, hemocytes remaining in circulation likely represent un-activated plasmatocytes, granulocytes, and non-adhesive hemocytes (i.e., oenocytoids, spherulocytes, and prohemocytes) in the hemolymph. Nodulation was an immune response against EPEC, indicated by the appearance of nodules in the hemolymph (3–6 h post-injection) that coincided with the sharp decline in the number of circulating EPEC (Fig. 10). The majority of nodules were likely out of circulation and attached to the surfaces of tissues (Ratcliffe and Gagen 1976). Nodule attachment to tissue surfaces likely explains the absence of nodules in the hemolymph at 48 h post-injection (Fig. 10). Absence of hemocytopenia and the absence of nodules in the hemolymph in larvae injected with Ringer’s, HK-EPEC, and sham-injected larvae indicate that nodulation was not significantly induced by these treatments. Phagocytosis by hemocytes is likely sufficient in clearing HK-EPEC from the hemolymph without the involvement of nodulation since dead EPEC cannot replicate. Melanization was an immune response in the hemolymph against EPEC and HK-EPEC but not against Ringer’s. This is expected since both viable and dead EPEC present PAMPs and can be recognized by insect PRRs and induce melanization (e.g., LPS, which is heat-stable). Viable EPEC induced more melanization per larva and in more larvae than HK-EPEC due to EPEC replication. However, it is also possible that the melanized particles found in the single insect injected with HK-EPEC were, by chance, remnants of a prior infection, since melanin remains in the hemocoel permanently post-formation (Hillyer 2016). In larvae injected with EPEC, the appearance of melanized particles (3–6 h post-injection) coincided with the sharp decline in the number of circulating EPEC, suggesting that the melanized particles are likely the results of melanin deposition around EPEC (Fig. 10). Melanization associated with the injection wound indicates that all insects are indeed capable of melanization. This was expected since melanization contributes to the hardening of the clot (Rowley and Ratcliffe 1978).

At the early stage of EPEC infection (1–3 h post-injection), the number of circulating EPEC in the hemolymph sharply increased by a factor of approximately 8 (Fig. 10). The doubling time of EPEC in LB medium at 30°C, the same incubation temperature of G. mellonella, was determined to be 38 min. Exponential increase by a factor of 8 took 114 min in LB medium but 180 min in G. mellonella, indicating that G. mellonella hemolymph is not optimal for EPEC growth. The number of circulating EPEC may be reduced by early immune responses such as phagocytosis, nodulation, melanization, and hemolymph coagulation, all of which can be activated within minutes of microbial exposure (Gagen and Ratcliffe 1976, Ratcliffe and Gagen 1976). Despite these early immune responses, the insects were unable to control EPEC replication in the hemolymph between 1–3 h post-injection, evident by the increasing number of circulating EPEC. However, by 3–6 h post-injection the decline in the number of circulating EPEC indicates that the rate of EPEC clearance exceeded the rate of EPEC replication. The immune responses at this point likely involved the expression of AMPs and other immune-related proteins in addition to the early cellular and humoral immune responses mentioned above. Cecropin-A, peptidoglycan recognition-like protein-B, and prophenoloxidase-activating proteinase-1 (PAP-1) were reported to have increased expression in G. mellonella at 6 h post-injection with C. albicans (Sheehan and Kavanagh 2018). Cecropin-A is an AMP that is effective against bacteria, including multidrug resistant Acinetobacter baumannii and P. aeruginosa (Lee et al. 2015). Peptidoglycan recognition proteins (PGRPs) function as PRRs and induce AMP expression and melanization after pathogen detection (Iketani and Morishima 1993, Yoshida and Ashida 1986). PAP-1 converts the inactive prophenoloxidase (PPO) to active phenoloxidase (PO) during melanization (Zou et al. 2005). The protein expression profile of G. mellonella post-injection with EPEC is unknown and requires future experiments to investigate and is likely different from the expression profile post-injection with C. albicans, while similarly involve the expression of AMPs and other immune-related proteins enhancing EPEC clearance. The number of circulating EPEC did not change between 6–24 h post-injection, indicating that the rate of EPEC replication matched the rate of EPEC clearance. Compared to 3–6 h post-injection, this could be due to either increased EPEC replication rate, decreased EPEC clearance rate, or a combination of both. The mechanism behind this is unknown and requires further experimentation to determine. Some EPEC may have re-entered the hemolymph after escaping from nodules and coagulum, increasing the apparent replication rate. It is possible that nodulation becomes less efficient in clearing bacteria at lower densities where the bacteria were scattered and do not form aggregates. Complete clearance of EPEC from the hemolymph occurred between 24–48 h post-injection, likely due to the expression of additional AMPs and immune-related proteins at this later stage of infection. The expression of PRRs (PGRP-LB and hemolin) and AMPs (gloverin, cecropin-D-like peptide, and moricin-like peptide B) were increased in G. mellonella larvae at 24 h post-injection with C. albicans (Sheehan and Kavanagh 2018). Similarly increase in PRR and AMP expressions may account for the final clearance of EPEC by 48 h post-injection.

The intrahemocoelic injection of Ringer’s, HK-EPEC, and the injection injury did not kill any G. mellonella or delay pupation. Interestingly, EPEC was cleared from the hemolymph by 48 h post-injection at which point all insects were alive at the time of hemolymph collection, while 60% mortality (12 out of 20) was observed among the undisturbed insects by 20 d post-injection. Furthermore, out of the 12 dead insects, only 1 died from visible bacteremia whereas the remaining 11 died with no viable EPEC in the hemolymph. This indicates that there are at least 3 potential outcomes of EPEC infection in G. mellonella larvae at the approximate LD50: (1) The larva clears all EPEC from the hemolymph and completes development into an adult. (2) The larva clears all EPEC from the hemolymph but dies anyway, likely due to irrecoverable damage to the larva by EPEC and the immune responses. (3) The larval immune responses fail to control EPEC replication and the larva succumbs to death by septicemia. Future experiments are required to determine the intricate dose-dependent effect of EPEC on the infection outcome. Outcome (2) likely represents moribund larvae that were able to remain alive for up to 20 d post-injection before finally succumbing to death. As EPEC dose increases beyond the LD50, outcome (3) is expected to become increasingly prevalent and vice versa for outcome (1).

Conclusions

EPEC causes disease in G. mellonella when injected intrahemocoelically. Disease severity is dose-dependent and manifests as increased mortality, decreased survival time, delayed pupation, decreased pupal mass, and increased pupal duration. Disease symptoms can be used as metrics for the measure of EPEC virulence in G. mellonella and are likely due to a combination of septicemia and immunopathology. EPEC was not pathogenic per os, likely due to inefficient translocation from the insect gut to the hemocoel where it is virulent. The T3SS was partially responsible for EPEC virulence in G. mellonella, possibly through the inhibition of phagocytosis and AMP expression by secreted effectors, allowing increased EPEC survival in the hemocoel. There were unknown factors independent of the T3SS in EPEC responsible for most of the virulence, which may include siderophore and long-chained LPS expression.

After intrahemocoelic injection of EPEC, G. mellonella larvae showed typical insect anti-bacterial immune responses including melanization, hemolymph coagulation, nodulation, and phagocytosis. Hemocytopenia was temporarily induced in G. mellonella by EPEC, likely through plasmatocyte-spreading and nodulation. The subsequent recovery from hemocytopenia was likely through the release of sessile hemocytes and hematopoiesis. The immune responses of G. mellonella were unable to control EPEC replication at the early stage of infection but were eventually able to clear EPEC from the hemolymph, likely through a combination of phagocytosis, nodulation, melanization, and increased AMP and immune-related protein expression. The clearance of EPEC did not guarantee insect survival, likely due to irrecoverable damage from EPEC and the immune responses.

Overall, this study provided insights into EPEC virulence and pathogenesis in G. mellonella and identified areas of future research using this system.

Supplementary Material

ieab046_suppl_Supplementary_Material

Acknowledgments

This research was funded by grants awarded to B. A. Keddie (University of Alberta). We thank T. L. Raivio (University of Alberta) for providing us with the EPEC used in this study.

Author Contributions

RYC: Conceptualization, data curation, formal analysis, investigation, methodology, visualization, writing – original draft, writing – review and editing. BAK: Conceptualization, funding acquisition, methodology, resources, supervision, writing – review and editing.

References Cited

  1. Adamo, S. A., Fidler T. L., and Forestell C. A.. . 2007. Illness-induced anorexia and its possible function in the caterpillar, Manduca sexta. Brain Behav. Immun. 21: 292–300. [DOI] [PubMed] [Google Scholar]
  2. Adamo, S. A., Bartlett A., Le J., Spencer N., and Sullivan K.. . 2010. Illness-induced anorexia may reduce trade-offs between digestion and immune function. Anim. Behav. 79: 3–10. [Google Scholar]
  3. Aizawa, T., Hayakawa Y., Ohnishi A., Fujitani N., Clark K. D., Strand M. R., … Kawano K.. . 2001. Structure and activity of the insect cytokine growth-blocking peptide: essential regions for mitogenic and hemocyte-stimulating activities are separate. J. Biol. Chem. 276: 31813–31818. [DOI] [PubMed] [Google Scholar]
  4. Andrade, A., Pardo J. P., Espinosa N., Pérez-Hernández G., and González-Pedrajo B.. . 2007. Enzymatic characterization of the enteropathogenic Escherichia coli type III secretion ATPase EscN. Arch. Biochem. Biophys. 468: 121–127. [DOI] [PubMed] [Google Scholar]
  5. Aperis, G., Fuchs B. B., Anderson C. A., Warner J. E., Calderwood S. B., and Mylonakis E.. . 2007. Galleria mellonella as a model host to study infection by the Francisella tularensis live vaccine strain. Microbes Infect. 9: 729–734. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Banville, N., Browne N., and Kavanagh K.. . 2012. Effect of nutrient deprivation on the susceptibility of Galleria mellonella larvae to infection. Virulence. 3: 497–503. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Baruch, K., Gur-Arie L., Nadler C., Koby S., Yerushalmi G., Ben-Neriah Y., Yogev O., Shaulian E., Guttman C., Zarivach R., . et al. 2011. Metalloprotease type III effectors that specifically cleave JNK and NF-κB. Embo J. 30: 221–231. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Brennan, M., Thomas D. Y., Whiteway M., and Kavanagh K.. . 2002. Correlation between virulence of Candida albicans mutants in mice and Galleria mellonella larvae. FEMS Immunol. Med. Microbiol. 34: 153–157. [DOI] [PubMed] [Google Scholar]
  9. Bulet, P., Hetru C., Dimarcq J. L., and Hoffmann D.. . 1999. Antimicrobial peptides in insects; structure and function. Dev. Comp. Immunol. 23: 329–344. [DOI] [PubMed] [Google Scholar]
  10. Chain, B. M., and Anderson R. S.. . 1983. Inflammation in insects: the release of a plasmatocyte depletion factor following interaction between bacteria and haemocytes. J. Insect Physiol. 29: 1–4. [Google Scholar]
  11. Champion, O. L., Titball R. W., and Bates S.. . 2018. Standardization of G. mellonella larvae to provide reliable and reproducible results in the study of fungal pathogens. J. Fungi 4: 840–845. [DOI] [PMC free article] [PubMed] [Google Scholar]
  12. Chart, H., Smith H. R., La Ragione R. M., and Woodward M. J.. . 2000. An investigation into the pathogenic properties of Escherichia coli strains BLR, BL21, DH5alpha and EQ1. J. Appl. Microbiol. 89: 1048–1058. [DOI] [PubMed] [Google Scholar]
  13. Cook, S. M., and McArthur J. D.. . 2013. Developing Galleria mellonella as a model host for human pathogens. Virulence. 4: 350–353. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Croxen, M. A., Law R. J., Scholz R., Keeney K. M., Wlodarska M., and Finlay B. B.. . 2013. Recent advances in understanding enteric pathogenic Escherichia coli. Clin. Microbiol. Rev. 26: 822–880. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Cytryńska, M., Wojda I., and Jakubowicz T.. . 2016. How insects combat infections, pp. 117–128. InL. Ballarin and M. Cammarata (eds.), Lessons in immunity: from single-cell organisms to mammals. Academic Press Inc., Cambridge, Massachusetts. [Google Scholar]
  16. Dong, N., Liu L., and Shao F.. . 2010. A bacterial effector targets host DH-PH domain RhoGEFs and antagonizes macrophage phagocytosis. EMBO J. 29: 1363–1376. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Dupont, A., Sommer F., Zhang K., Repnik U., Basic M., Bleich A., Kühnel M., Bäckhed F., Litvak Y., Fulde M., . et al. 2016. Age-dependent susceptibility to enteropathogenic Escherichia coli (EPEC) infection in mice. PLoS Pathog. 12: e1005616. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Eleftherianos, I., Xu M., Yadi H., Ffrench-Constant R. H., and Reynolds S. E.. . 2009. Plasmatocyte-spreading peptide (PSP) plays a central role in insect cellular immune defenses against bacterial infection. J. Exp. Biol. 212: 1840–1848. [DOI] [PubMed] [Google Scholar]
  19. Fedhila, S., Daou N., Lereclus D., and Nielsen-LeRoux C.. . 2006. Identification of Bacillus cereus internalin and other candidate virulence genes specifically induced during oral infection in insects. Mol. Microbiol. 62: 339–355. [DOI] [PubMed] [Google Scholar]
  20. Francetic, O., Belin D., Badaut C., and Pugsley A. P.. . 2000. Expression of the endogenous type II secretion pathway in Escherichia coli leads to chitinase secretion. EMBO J. 19: 6697–6703. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Freitak, D., Schmidtberg H., Dickel F., Lochnit G., Vogel H., and Vilcinskas A.. . 2014. The maternal transfer of bacteria can mediate trans-generational immune priming in insects. Virulence. 5: 547–554. [DOI] [PMC free article] [PubMed] [Google Scholar]
  22. Fuchs, B. B., O’Brien E., Khoury J. B., and Mylonakis E.. . 2010. Methods for using Galleria mellonella as a model host to study fungal pathogenesis. Virulence. 1: 475–482. [DOI] [PubMed] [Google Scholar]
  23. Gagen, S. J., and Ratcliffe N. A.. . 1976. Studies on the in vivo cellular reactions and fate of injected bacteria in Galleria mellonella and Pieris brassicae larvae. J. Invertebr. Pathol. 28: 17–24. [Google Scholar]
  24. Gao, X., Wan F., Mateo K., Callegari E., Wang D., Deng W., Puente J., Li F., Chaussee M. S., Finlay B. B., . et al. 2009. Bacterial effector binding to ribosomal protein s3 subverts NF-kappaB function. PLoS Pathog. 5: e1000708. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Gao, X., Wang X., Pham T. H., Feuerbacher L. A., Lubos M. L., Huang M., … Hardwidge P. R.. . 2013. NleB, a bacterial effector with glycosyltransferase activity targets GADPH function to inhibit NF-κB activation. Cell Host Microbe. 13: 87–99. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Hayakawa, Y. 1990. Juvenile hormone esterase activity repressive factor in the plasma of parasitized insect larvae. J. Biol. Chem. 265: 10813–10816. [PubMed] [Google Scholar]
  27. Hayakawa, Y. 1991. Structure of a growth-blocking peptide present in parasitized insect hemolymph. J. Biol. Chem. 266: 7982–7984. [PubMed] [Google Scholar]
  28. Hillyer, J. F. 2016. Insect immunology and hematopoiesis. Dev. Comp. Immunol. 58: 102–118. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Honěk, A. 1993. Intraspecific variation in body size and fecundity in insects: a general relationship. OIKOS 66:483–492. [Google Scholar]
  30. Hyrsl, P., Büyükgüzel E., and Büyükgüzel K.. . 2007. The effects of boric acid-induced oxidative stress on antioxidant enzymes and survivorship in Galleria mellonella. Arch. Insect Biochem. Physiol. 66: 23–31. [DOI] [PubMed] [Google Scholar]
  31. Iizumi, Y., Sagara H., Kabe Y., Azuma M., Kume K., Ogawa M., Nagai T., Gillespie P. G., Sasakawa C., and Handa H.. . 2007. The enteropathogenic E. coli effector EspB facilitates microvillus effacing and antiphagocytosis by inhibiting myosin function. Cell Host Microbe. 2: 383–392. [DOI] [PubMed] [Google Scholar]
  32. Iketani, M., and Morishima I.. . 1993. Induction of antibacterial protein synthesis by soluble peptidoglycan in isolated fat body from larvae of the silkworm, Bombyx mori. Insect Biochem. Mol. Biol. 23: 913–917. [DOI] [PubMed] [Google Scholar]
  33. Jackson, J. C., Higgins L. A., and Lin X.. . 2009. Conidiation color mutants of Aspergillus fumigatus are highly pathogenic to the heterologous insect host Galleria mellonella. PLoS One. 4: e4224. [DOI] [PMC free article] [PubMed] [Google Scholar]
  34. Jander, G., Rahme L. G., and Ausubel F. M.. . 2000. Positive correlation between virulence of Pseudomonas aeruginosa mutants in mice and insects. J. Bacteriol. 182: 3843–3845. [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Kwadha, C. A., Ong’Amo G. O., Ndegwa P. N., Raina S. K., and Fombong A. T.. . 2017. The biology and control of the greater wax moth, Galleria mellonella. Insects. 8: 1–17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Lane, D. J. 1991. 16S/23S rRNA sequencing, pp. 115–175. InStackebrandt E. and Goodfellow M. (eds.), Nucleic acid techniques in bacterial systematics. Wiley, New York, USA. [Google Scholar]
  37. Law, D., Wilkie K. M., Freeman R., and Gould F. K.. . 1992. The iron uptake mechanisms of enteropathogenic Escherichia coli: the use of haem and haemoglobin during growth in an iron-limited environment. J. Med. Microbiol. 37: 15–21. [DOI] [PubMed] [Google Scholar]
  38. Lee, E., Shin A., and Kim Y.. . 2015. Anti-inflammatory activities of cecropin A and its mechanism of action. Arch. Insect Biochem. Physiol. 88: 31–44. [DOI] [PubMed] [Google Scholar]
  39. Lehane, M. J. 1997. Peritrophic matrix structure and function. Annu. Rev. Entomol. 42: 525–550. [DOI] [PubMed] [Google Scholar]
  40. Leuko, S., and Raivio T. L.. . 2012. Mutations that impact the enteropathogenic Escherichia coli Cpx envelope stress response attenuate virulence in Galleria mellonella. Infect. Immun. 80: 3077–3085. [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Loh, J. M., Adenwalla N., Wiles S., and Proft T.. . 2013. Galleria mellonella larvae as an infection model for group A streptococcus. Virulence. 4: 419–428. [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Mak, P., Zdybicka-Barabas A., and Cytryńska M.. . 2010. A different repertoire of Galleria mellonella antimicrobial peptides in larvae challenged with bacteria and fungi. Dev. Comp. Immunol. 34: 1129–1136. [DOI] [PubMed] [Google Scholar]
  43. Marchès, O., Covarelli V., Dahan S., Cougoule C., Bhatta P., Frankel G., and Caron E.. . 2008. EspJ of enteropathogenic and enterohaemorrhagic Escherichia coli inhibits opsono-phagocytosis. Cell. Microbiol. 10: 1104–1115. [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Matsumoto, Y., Oda Y., Uryu M., and Hayakawa Y.. . 2003. Insect cytokine growth-blocking peptide triggers a termination system of cellular immunity by inducing its binding protein. J. Biol. Chem. 278: 38579–38585. [DOI] [PubMed] [Google Scholar]
  45. Melcarne, C., Lemaitre B., and Kurant E.. . 2019. Phagocytosis in Drosophila: From molecules and cellular machinery to physiology. Insect Biochem. Mol. Biol. 109: 1–12. [DOI] [PubMed] [Google Scholar]
  46. Miyata, S., Casey M., Frank D. W., Ausubel F. M., and Drenkard E.. . 2003. Use of the Galleria mellonella caterpillar as a model host to study the role of the type III secretion system in Pseudomonas aeruginosa pathogenesis. Infect. Immun. 71: 2404–2413. [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. Morbey, Y. E., and Ydenberg R. C.. . 2001. Protandrous arrival timing to breeding areas: a review. Ecol. Lett. 4: 663–673. [Google Scholar]
  48. Mowlds, P., and Kavanagh K.. . 2008. Effect of pre-incubation temperature on susceptibility of Galleria mellonella larvae to infection by Candida albicans. Mycopathologia. 165: 5–12. [DOI] [PubMed] [Google Scholar]
  49. Mukherjee, K., Altincicek B., Hain T., Domann E., Vilcinskas A., and Chakraborty T.. . 2010. Galleria mellonella as a model system for studying Listeria pathogenesis. Appl. Environ. Microbiol. 76: 310–317. [DOI] [PMC free article] [PubMed] [Google Scholar]
  50. Mylonakis, E., Moreno R., El Khoury J. B., Idnurm A., Heitman J., Calderwood S. B., Ausubel F. M., and Diener A.. . 2005. Galleria mellonella as a model system to study Cryptococcus neoformans pathogenesis. Infect. Immun. 73: 3842–3850. [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Nadler, C., Baruch K., Kobi S., Mills E., Haviv G., Farago M., Alkalay I., Bartfeld S., Meyer T. F., Ben-Neriah Y., . et al. 2010. The type III secretion effector NleE inhibits NF-kappaB activation. PLoS Pathog. 6: e1000743. [DOI] [PMC free article] [PubMed] [Google Scholar]
  52. Pearson, J. S., Riedmaier P., Marchès O., Frankel G., and Hartland E. L.. . 2011. A type III effector protease NleC from enteropathogenic Escherichia coli targets NF-κB for degradation. Mol. Microbiol. 80: 219–230. [DOI] [PMC free article] [PubMed] [Google Scholar]
  53. Peleg, A. Y., Jara S., Monga D., Eliopoulos G. M., R. C.Moellering, Jr, and Mylonakis E.. . 2009. Galleria mellonella as a model system to study Acinetobacter baumannii pathogenesis and therapeutics. Antimicrob. Agents Chemother. 53: 2605–2609. [DOI] [PMC free article] [PubMed] [Google Scholar]
  54. Pereira, T., de Barros P., Fugisaki L., Rossoni R., Ribeiro F., de Menezes R., … Scorzoni L.. . 2018. Recent advances in the use of Galleria mellonella model to study immune responses against human pathogens. J. Fungi. 4: 128. [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Quitard, S., Dean P., Maresca M., and Kenny B.. . 2006. The enteropathogenic Escherichia coli EspF effector molecule inhibits PI-3 kinase-mediated uptake independently of mitochondrial targeting. Cell. Microbiol. 8: 972–981. [DOI] [PubMed] [Google Scholar]
  56. Ratcliffe, N. A., and Gagen S. J.. . 1976. Cellular defense reactions of insect hemocytes in vivo: Nodule formation and development in Galleria mellonella and Pieris brassicae larvae. J. Invertebr. Pathol. 28: 373–382. [Google Scholar]
  57. Rhee, K. J., Cheng H., Harris A., Morin C., Kaper J. B., and Hecht G.. . 2011. Determination of spatial and temporal colonization of enteropathogenic E. coli and enterohemorrhagic E. coli in mice using bioluminescent in vivo imaging. Gut Microbes. 2: 34–41. [DOI] [PMC free article] [PubMed] [Google Scholar]
  58. Rolff, J., Johnston P. R., and Reynolds S.. . 2019. Complete metamorphosis of insects. Philos. Trans. R. Soc. Lond. B. Biol. Sci. 374: 20190063. [DOI] [PMC free article] [PubMed] [Google Scholar]
  59. Rowley, A. F., and Ratcliffe N. A.. . 1978. A histological study of wound healing and hemocyte function in the wax-moth Galleria mellonella. J. Morphol. 157: 181–199. [DOI] [PubMed] [Google Scholar]
  60. Ruchaud-Sparagano, M. H., Mühlen S., Dean P., and Kenny B.. . 2011. The enteropathogenic E. coli (EPEC) Tir effector inhibits NF-κB activity by targeting TNFα receptor-associated factors. PLoS Pathog. 7: e1002414. [DOI] [PMC free article] [PubMed] [Google Scholar]
  61. Sadd, B. M., and Siva-Jothy M. T.. . 2006. Self-harm caused by an insect’s innate immunity. Proc. Biol. Sci. 273: 2571–2574. [DOI] [PMC free article] [PubMed] [Google Scholar]
  62. Seed, K. D., and Dennis J. J.. . 2008. Development of Galleria mellonella as an alternative infection model for the Burkholderia cepacia complex. Infect. Immun. 76: 1267–1275. [DOI] [PMC free article] [PubMed] [Google Scholar]
  63. Sheehan, G., and Kavanagh K.. . 2018. Analysis of the early cellular and humoral responses of Galleria mellonella larvae to infection by Candida albicans. Virulence. 9: 163–172. [DOI] [PMC free article] [PubMed] [Google Scholar]
  64. Shifflett, D. E., Clayburgh D. R., Koutsouris A., Turner J. R., and Hecht G. A.. . 2005. Enteropathogenic E. coli disrupts tight junction barrier function and structure in vivo. Lab. Invest. 85: 1308–1324. [DOI] [PubMed] [Google Scholar]
  65. Sigle, L. T., and Hillyer J. F.. . 2016. Mosquito hemocytes preferentially aggregate and phagocytose pathogens in the periostial regions of the heart that experience the most hemolymph flow. Dev. Comp. Immunol. 55: 90–101. [DOI] [PubMed] [Google Scholar]
  66. Strand, M. R., Hayakawa Y., and Clark K. D.. . 2000. Plasmatocyte spreading peptide (PSP1) and growth blocking peptide (GBP) are multifunctional homologs. J. Insect Physiol. 46: 817–824. [DOI] [PubMed] [Google Scholar]
  67. Tanada, Y., and Kaya H. K.. . 1993a. Amicrobial and microbial agents, p. 56. In F. Vega and H. Kaya (eds.), Insect pathology. Academic Press Inc., San Diego, California. [Google Scholar]
  68. Tanada, Y., and Kaya H. K.. . 1993b. Bacterial infections: Bacillaceae, p. 84..In F. Vega and H. Kaya (eds.), Insect pathology. Academic Press Inc., San Diego, California. [Google Scholar]
  69. Tanada, Y., and Kaya H. K.. . 1993c. Host resistance, p. 502. In F. Vega and H. Kaya (eds.), Insect pathology. Academic Press Inc., San Diego, California. [Google Scholar]
  70. Tanada, Y., and Kaya H. K.. . 1993d. Other bacterial infections, p. 149. In F. Vega and H. Kaya (eds.), Insect pathology. Academic Press Inc., San Diego, California. [Google Scholar]
  71. Tetreau, G., Dhinaut J., Gourbal B., and Moret Y.. . 2019. Trans-generational Immune priming in invertebrates: current knowledge and future prospects. Front. Immunol. 10: 1938. [DOI] [PMC free article] [PubMed] [Google Scholar]
  72. Thomas, S. R., and Elkinton J. S.. . 2004. Pathogenicity and virulence. J. Invertebr. Pathol. 85: 146–151. [DOI] [PubMed] [Google Scholar]
  73. Tomiotto-Pellissier, F., Cataneo A. H. D., Orsini T. M., Thomazelli A. P. F. D. S., Dalevedo G. A., de Oliveira A. G., Panagio L. A., Costa I. N., Conchon-Costa I., Pavanelli W. R., . et al. 2016. Galleria mellonella hemocytes: a novel phagocytic assay for Leishmania (Viannia) braziliensis. J. Microbiol. Methods. 131: 45–50. [DOI] [PubMed] [Google Scholar]
  74. Truman, J. W. 1978. Hormonal release of stereotyped motor programmes from the isolated nervous system of the cecropia silkmoth. J. Exp. Biol. 74: 151–173. [Google Scholar]
  75. Tsai, C. J. Y., Loh J. M. S., and Proft T.. . 2016. Galleria mellonella infection models for the study of bacterial diseases and for antimicrobial drug testing. Virulence. 7: 214–229. [DOI] [PMC free article] [PubMed] [Google Scholar]
  76. Urban, J. H., and Vogel J.. . 2007. Translational control and target recognition by Escherichia coli small RNAs in vivo. Nucl. Acids Res. 35: 1018–1037. [DOI] [PMC free article] [PubMed] [Google Scholar]
  77. Valanne, S., Wang J. H., and Rämet M.. . 2011. The Drosophila toll signaling pathway. J. Immunol. 186: 649–656. [DOI] [PubMed] [Google Scholar]
  78. Vandamme, T. F. 2015. Rodent models for human diseases. Eur. J. Pharmacol. 759: 84–89. [DOI] [PubMed] [Google Scholar]
  79. Williams, J. L. 1997. Insects: Lepidoptera (moths), pp. 121–141.InR. A. Morse and R. Nowogrodzki (eds.), Honey bee pests, predators, and diseases. Cornell University Press, Ithaca, New York. [Google Scholar]
  80. Wojda, I., Taszłow P., and Jakubowicz T.. . 2014. The effect of cold shock on the immune response of the greater wax moth Galleria mellonella after infection with entomopathogenic bacteria Bacillus thuringiensis. Ann. Univ. Mariae Curie-Sklodowska C Biol. 69: 7–18. [Google Scholar]
  81. Wu, G., Liu Y., Ding Y., and Yi Y.. . 2016a. Ultrastructural and functional characterization of circulating hemocytes from Galleria mellonella larva: cell types and their role in the innate immunity. Tissue Cell. 48: 297–304. [DOI] [PubMed] [Google Scholar]
  82. Wu, K., Yang B., Huang W., Dobens L., Song H., and Ling E.. . 2016b. Gut immunity in Lepidopteran insects. Dev. Comp. Immunol. 64: 65–74. [DOI] [PubMed] [Google Scholar]
  83. Yoshida, H., and Ashida M.. . 1986. Microbial activation of two serine enzymes and prophenoloxidase in the plasma fraction of hemolymph of the silkworm, Bombyx mori. Insect Biochem. 16: 539–545. [Google Scholar]
  84. Zhang, L., Ringbauer J. A., Goodman C. l., Reall T., Jiang X. F., and Stanley D.. . 2018. Prostaglandin-mediated recovery from bacteremia delays larval development in fall armyworm, Spodoptera frugiperda. Arch. Insect Biochem. Physiol. 97: 1–11. [DOI] [PubMed] [Google Scholar]
  85. Zitnan, D., Kingan T. G., Hermesman J. L., and Adams M. E.. . 1996. Identification of ecdysis-triggering hormone from an epitracheal endocrine system. Science. 271: 88–91. [DOI] [PubMed] [Google Scholar]
  86. Zou, Z., Wang Y., and Jiang H.. . 2005. Manduca sexta prophenoloxidase activating proteinase-1 (PAP-1) gene: organization, expression, and regulation by immune and hormonal signals. Insect Biochem. Mol. Biol. 35: 627–636. [DOI] [PMC free article] [PubMed] [Google Scholar]

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