Behavioral and Immunological Features Promoting the Invasive Performance of the Harlequin Ladybird Harmonia axyridis

The harlequin ladybird Harmonia axyridis is now established as a model to test hypotheses explaining why some species become successfully invasive, while others, even closely related ones, do not. In this review, we evaluate behavioral and immunological features that may play a role in the invasive performance of this model species. We discuss the behavioral traits and associated semiochemicals that promote the invasive success of H. axyridis. In particular, we consider (1) the aggregative behavior and the particular role of long-chain hydrocarbons; (2) the importance of sex pheromones and non-volatile chemicals in mate location and selection; (3) the use of allelochemicals for prey location; and (4) the nature of chemicals that protect against natural enemies. We also highlight the superior immune system of H. axyridis, which encompasses a broader spectrum of antimicrobial peptides (and higher inducible expression levels) compared with native ladybird beetles such as Adalia bipunctata and Coccinella septempunctata. The chemical defense compound harmonine and the antimicrobial peptides are thought to confer resistance against the abundant microsporidia carried by H. axyridis. These parasites can infect and kill native ladybird species feeding on H. axyridis eggs or larvae, supporting the hypothesis that intraguild predation plays a role in the ability of H. axyridis to outcompete native ladybird species in newly-colonized areas.


INTRODUCTION
Biological invasions are attracting scientific interest because invasive species can cause extensive economic losses and negatively affect the biodiversity of newly-colonized areas. The harlequin ladybird Harmonia axyridis (Coleoptera: Coccinellidae), which is also known as the multicolored or Asian ladybird, has emerged as a powerful model in which to test hypotheses explaining why some species are successful invaders, while others, even closely related ones, are not. H. axyridis is native to continental, temperate and subtropical parts of East and Central Asia and has been introduced into North America, Europe and Russia since the beginning of the Twenty-fifth century as a biological control agent against aphid and/or coccid pests (Roy et al., 2016). It is an excellent example of an efficient invasive species, being one of the most abundant ladybird species in various agricultural ecosystems including corn, soybean, wheat, corn, broad bean, potato, and cotton (Gardiner et al., 2011;Vandereycken et al., 2013a,b). H. axyridis is highly fertile and the eggs show high viability (Santos et al., 2014). Multi-year surveys have documented the decline of native coccinellid species in concert with the establishment of H. axyridis (e.g., Bahlai et al., 2015). Such declines are partially explained by exploitative competition for shared prey and interference competition via intraguild predation (Smith and Gardiner, 2013). Further effects caused by the introduction of H. axyridis include aggregation in buildings and in some agricultural settings, such that the species is considered both an urban and agricultural pest. However, several reports also highlight the positive effects of H. axyridis on agriculture, mainly due to its spectacular voracity, predation capacity, and effectiveness in suppressing plant pests (Riddick, 2017).
H. axyridis is a widely-used model species for research, especially studies concerning the effects of invasive species when they are introduced into new environments (Roy and Wajnberg, 2008;Sloggett et al., 2011). Invading populations often undergo rapid evolutionary changes associated with their introduction, particularly life history traits (Lambrinos, 2004). Studies comparing H. axyridis with other coccinellid beetles help to determine the basis of its unique invasive success. This paper considers the immunological and behavioral traits that make H. axyridis a successful invasive species.

Behavioral Features
Aggregation Aggregation is one of the most basic social behaviors. It leads isolated individuals to gather at particular sites to exploit resources. Many insect species show aggregation behavior, which has a range of benefits including enhanced defense, better access to mates, food location and utilization, prevention of desiccation, and regulation of internal temperature. Many beetle species aggregate, and this behavior can be observed at any time of year in H. axyridis (Durieux et al., 2015). This behavior can be a nuisance to humans, e.g., in vineyards, adult H. axyridis aggregate on ripe grape clusters. If they are not removed, they can be processed with the grape juice, and can introduce unpleasant aroma and taste qualities to the resulting wines (Botezatu et al., 2013). In H. axyridis, aggregation behavior is observed both at the adult and the pupal stage, and both increase the general fitness of the gregarious individuals.
Aggregation in H. axyridis has been studied predominantly to investigate their overwintering behavior. The beetles tolerate cold by accumulating large quantities of polyols, and thus reducing their supercooling point (Watanabe, 2002). However, this physiological trait does not allow H. axyridis individuals to remain in their feeding habitat and survive low winter temperatures. Therefore, the beetles are solitary during spring and summer, but seek aggregation sites as temperature and sunlight decrease. In their native range, overwintering H. axyridis aggregate in natural shelters (caves, crevices and rocky depressions) with good exposure to the sun, to mitigate their exposure to freezing conditions. On their way to these natural shelters, they sometimes shelter in human residences for several days (Wang et al., 2011). When the temperature and sunlight increase in the spring, the aggregated individuals return to nearby agricultural habitats and resume their solitary life. Invasive populations behave similarly, but whereas most native individuals aggregate outside during winter, this is not possible for invasive individuals. In Canada for example, H. axyridis does not survive outside during winter, whereas the native species do. With lower proportions of lipids than native species, H. axyridis is thought to be physiologically ill-equipped to overwinter outside in North America. The migratory flight pattern of invasive H. axyridis has been well-documented, with individuals preferentially moving toward prominent and high-color-contrast elements (Nalepa et al., 2005). On sunny autumn days, pale exterior walls with southern exposure can be covered by hundreds of migrating individuals. A correlation between the ability to select a proper overwintering site and the subsequent invasive success of H. axyridis has been suggested (Labrie et al., 2008). Invasive populations of adult H. axyridis are considered urban pests because large aggregations often form inside buildings, including dwellings, offices, and wind turbines (Nalepa et al., 1996;Dudek et al., 2015). Dwellings can be invaded by thousands of individuals, which release an unpleasant smell, cause staining, and sometimes induce allergic reactions (Nalepa et al., 2004;Goetz, 2007). Camazine et al. (2001) categorize aggregation behavior in the animal kingdom as social and non-social aggregation, according to whether or not individuals interact with each other to modulate the behavioral decisions of conspecifics. During aggregation, adult H. axyridis show mutual interactions, and should therefore be considered as social aggregators. In addition to the physical contacts between congeners (Durieux et al., 2014a), laboratory assays have shown that chemical markings are involved in this aggregation behavior (Durieux et al., 2012). Non-volatile long-chain hydrocarbons are passively deposited by walking males and females on the surfaces surrounding the aggregation site (Kosaki and Yamaoka, 1996;Durieux et al., 2012). The chemical composition of the marking varies with the season, being richer in unsaturated hydrocarbons in winter than in summer (Durieux et al., 2013). Overwintering individuals are also more likely to follow this chemical mark than individuals collected in spring or summer. The overwintering surface is also chemically marked with a similar chemical blend, comprising the same molecules but in different ratios (Durieux et al., 2012). This suggests there are two different blends of long-chain hydrocarbons, the first leading conspecifics toward aggregation sites and the second ensuring the cohesion of the aggregate. The first individuals reaching a potential overwintering site may use chemical tracks left earlier by conspecifics. The chemical marking of oviposition sites is not exclusive to H. axyridis, e.g., it is also observed in Adalia bipunctata (Majerus, 1997). Thanks to their low volatility and high stability, these longchain hydrocarbons remain on surfaces for several weeks (Durieux et al., 2014b). However, chemical analysis has shown that unsaturated hydrocarbons were no longer detected after a year, whereas some saturated hydrocarbons were still present in large quantities, suggesting that the chemical markings left by conspecifics during a previous aggregation period in an overwintering site are not sufficient to induce the gathering of new individuals (Durieux et al., 2014b). Whether a volatile aggregation pheromone is used by gregarious H. axyridis remains unclear. It is possible that (-)-β-caryophyllene fulfills this role, because this sesquiterpene (1) was isolated from the headspace volatiles above overwintering H. axyridis individuals, (2) elicited electrophysiological responses from female and male antennae, and (3) attracted both genders in a laboratory bioassay (Verheggen et al., 2007).
The data summarized above suggest that H. axyridis aggregate inside buildings due to their intrinsic behavior and this is not an emergent trait of invasive populations. However, differences between native and invasive populations may have arisen in the context of chemical communication established during the aggregation process. It is unclear whether behavioral/chemical traits associated with aggregation behavior are promoted as a result of the invasion process. Finally, gregarious pupation may act as a defensive mechanism for H. axyridis (Roberge et al., 2016). In the field, H. axyridis was the coccinellid species showing the highest rate of gregarious pupation events. The mortality rate of pupae located in a group was lower than that of isolated pupae exposed to intraguild predators or cannibals.

Mate Location, Mating, and Oviposition
For sexually-reproducing animals, finding and selecting mates is an essential step which determines their reproductive success. Ladybird species exhibit a range of behavioral traits associated with reproduction, and chemical cues are usually involved (Fassotte et al., 2016). Like other ladybeetle species, freshly emerged H. axyridis adults pass through a pre-mating period during which their gonads mature (Obata and Hidaka, 1987). Several behavioral observations suggest that males are attracted over a distance (e.g., Schaller and Nentwig, 2000;Omkar and Pervez, 2005), and H. axyridis is the only ladybird species in which a female volatile sex pheromone has been identified (Fassotte et al., 2014). In the presence of prey, virgin H. axyridis females display a typical calling behavior: they raise their elytra and squeeze their abdomen. This behavior is associated with the release of five chemicals that attract males: (-)-β-caryophyllene (the major constituent), β-elemene, methyl-eugenol, α-humulene and α-bulnesene. The trichoid sensilla of the male beetles are thought to act as pheromone receptors (Chi et al., 2009).
Following distance attraction, the courtship behavior of H. axyridis males involves four characteristic steps before copulation: getting close to the female, examining her at a distance, mounting and attempting to copulate (Obata, 1987). The relative importance of visual, tactile and olfactory cues in mate recognition is often the subject of debate, and is likely to vary among different species. In contrast to H. axyridis, A. bipunctata males do not examine a female before touching her body surface with their maxillary palps, and copulation occurs directly after mounting the female . Additional behavioral movements are sometimes observed in males of other species, including C. sexmaculata and Anegleis cardoni, and these behaviors may encourage the female to remain still during copulation and post-copulation (Maisin et al., 1997;Omkar et al., 2013). After genital connection, H. axyridis males shake their body at constant intervals to allow sperm transfer (Obata, 1987). The mating receptivity of H. axyridis females is dependent on their physiological state. Sexually immature females avoid copulation by moving away from an insistent male or by shaking him off their abdomen (Obata, 1988). They are also more reluctant to mate when they are deprived of food. Not all H. axyridis males are of equal fitness value as mate, and both the elytra color and body size affect male mating success (Ueno et al., 1998). As in other ladybeetle species, multiple copulations occur and enhance the total number of eggs and the percentage of hatching (Ueno, 1996;Omkar and Pervez, 2005). Furthermore, H. axyridis females retain their eggs for longer after mating with less preferred males, allowing the females to partially replace stored sperm with that from a preferred male (Su et al., 2009).
Chemical signals are involved in the courtship behavior of many invertebrate species, and ladybeetles are no exception. A significant number of published reports highlight the role of cuticular chemicals (Fassotte et al., 2016). Indeed, the qualitative and quantitative profile of cuticular hydrocarbons (CHCs) tend to be species and gender specific, making them good candidates for mate recognition . The dominant CHC may facilitate species recognition, whereas gender recognition is dependent on quantitative and/or qualitative differences (Pattanayak et al., 2014). The CHC profile differs between virgin and mated H. axyridis females (unpublished results). To overcome sperm competition and subsequently increase their fitness, males should select their mate based on the reproductive status of the female. However, H. axyridis males failed to discriminate between virgin and mated females based on their chemical profile during laboratory assays (unpublished results).
Following mate attraction and selection, oviposition is the next important behavioral step for female ladybeetles. The distribution of oviposition sites among conspecific females is of prime importance because it allows them to share resources by partitioning their niches (Sicsú et al., 2015). A few laboratory and semi-field studies suggest that H. axyridis is deterred from ovipositing in the presence of conspecifics, whereas heterospecific competitors do not influence oviposition site selection (Yasuda et al., 2000;Almohamad et al., 2010). Gravid H. axyridis females reduced their rates of oviposition when exposed to the feces of conspecifics, but not when exposed to the feces of heterospecifics (Propylea japonica) (Agarwala et al., 2003). However, the opposite is not true, i.e., P. japonica avoids sites contaminated with either heterospecific or conspecific feces. Chemical markings deposited by syrphid and coccinellid larvae did not deter H. axyridis females from laying eggs. Similar results were observed in other ladybeetle species, including C. septempunctata, Hippodamia convergens, and A. bipunctata, where oviposition was deterred in the presence of conspecific larvae, but not in presence of heterospecific competitors (Ruzicka, 1997;Doumbia et al., 1998;Michaud and Jyoti, 2007). These results suggest the presence of a species-dependent oviposition-deterring pheromone in ladybeetles, which remains to be characterized and compared among coccinellid species. Finally, the cluster size and the distance from the cluster to an aphid colony affect the proportion of cannibalized eggs, as suggested by laboratory and field observations of H. axyridis (Osawa, 2003).
When a species shifts its geographical range, invading individuals face new selective pressures that may affect their reproductive strategy. Indeed, reproduction-associated life history traits may be subject to rapid evolutionary shifts during invasions because they affect population dynamics and genetic parameters that can, in turn, have feedback effects on evolutionary processes (Laugier et al., 2013). Evolutionary changes in reproductive strategy associated with invasion have been highlighted. A comparison of the sex pheromone composition between native and invasive H. axyridis populations showed no qualitative differences, but females from invasive populations released up to three times as much of the sex pheromone compared to native individuals (unpublished results). It is unclear whether invasive individuals were selected during invasion due to their capacity to call and find sexual partners more effectively. Males and females from invasive populations are also more reproductively efficient, with both sexes showing a shorter pre-mating period and producing more offspring than native individuals (Laugier et al., 2013). Finally, H. axyridis males can identify the population of origin (native vs. invasive) of a female based on her CHC profile (unpublished results). The reproductive behavior of H. axyridis is certainly a trait that deserves more attention in terms of the potential evolutionary shifts that may have accompanied its invasive success.

Prey Location
H. axyridis is a generalist predator that feeds preferentially on aphids, but also occasionally upon a wide range of other soft-bodied arthropods and plant products (Koch, 2003). This feeding practice is thought to enhance its ability to colonize various ecosystems. Studies directly comparing prey location and consumption between H. axyridis and more strictly aphidophagous coccinellids are scarce, but would allow a better understanding of the invasive success achieved by H. axyridis. Because aphid colonies are sporadically distributed and transient, efficient prey finding behavior is essential. Indeed, when prey are scarce, H. axyridis exhibits slower development and produces smaller larvae (Dmitriew and Rowe, 2007). Compared to other ladybeetle species, H. axyridis is reputed to be more strongly polyphagous and voracious (Koch, 2003). This reputation was confirmed in a laboratory experiment where Leppanen et al. (2012) found that H. axyridis find aphids more quickly and consume more of them compared to six other ladybeetle species. However, Reynolds and Cuddington (2012) found that H. axyridis was less able than the green lacewing to attach and maneuver on plants with few branches and edges, resulting in a lower aptitude to capture prey on such plants.
Although visual cues are likely to be involved (Lambin et al., 1996), olfactory cues are considered more important for prey location by H. axyridis (Obata, 1986;Mondor and Warren, 2000;Sloggett et al., 2011). When seeking prey, ladybeetles increase their walking speed and reduce their turning frequency. Like other aphidophagous predators, H. axyridis is attracted to volatile cues released by prey and infested plants (Verheggen et al., 2007(Verheggen et al., , 2008. When getting closer to prey, the foraging behavior becomes more intensive, with lower walking speed and more directional changes (Pettersson et al., 2005). Olfactory cues include prey pheromones (Verheggen et al., 2007, hostplant volatiles (Leroy et al., 2012a), prey waste products such as honeydew (Leroy et al., 2012b), and conspecific-associated odors (Almohamad et al., 2010;Leroy et al., 2012a). Like other insects, H. axyridis larvae deposit chemical marks as they forage. Following the detection of such marks, they modify their foraging behavior to avoid areas already visited, hence marking individuals consume more prey than non-marking ones . Both H. axyridis and C. septempunctata larvae avoid foraging in areas with conspecific chemical markings, to reduce the risk of cannibalism . But whereas C. septempunctata also avoids H. axyridis larval tracks, H. axyridis does not avoid C. septempunctata larval tracks, demonstrating an asymmetry in response to larval tracks that parallels the asymmetry in aggressiveness between these species as intraguild predators. Finally, recent experiments have shown that H. axyridis beetles exposed to sub-lethal doses of pesticide fly for longer periods and cover greater distances than nonexposed beetles (Xiao et al., 2017). They are thought to follow the migration of their prey away from the contaminated ecosystem and may also have developed avoidance behavior in the presence of pesticides, both of which are likely to promote the fitness of H. axyridis (Desneux et al., 2007).

Intraguild Predation
Native ladybeetle populations have declined in most areas where H. axyridis has been introduced (Camacho-Cervantes et al., 2017) and this is often blamed on interference competition via intraguild predation (Pell et al., 2008). More specifically, H. axyridis is considered a top-level predator in the aphidophagous guilds, reflecting its direct predation behavior toward eggs and larvae of native coccinellids  as well as non-coccinellid aphidophagous species, such as hoverflies and lacewing (Wells et al., 2017). H. axyridis also practices indirect intraguild predation on aphid parasitoids, because it preferentially consumes parasitized aphids over uninfected ones . Laboratory and field studies of intraguild predation involve both visual observations and, more recently, the screening of gut contents by DNA analysis (e.g., Gagnon et al., 2011;Rondoni et al., 2015). Such studies have repeatedly indicated that intraguild predation behavior is important for the invasion success of H. axyridis. Moreover, semi-field experiments directly comparing the frequency of intraguild predation events in coccinellid species confirm that H. axyridis is the most successful intraguild predator during heterospecific confrontations (Raak-van den Berg et al., 2012). After encountering a heterospecific competitor, H. axyridis also drops less easily from a plant leaf than other coccinellid species. Poorly-fed H. axyridis larvae feed more voraciously on intraguild competitors than well-nourished ones (Ingels et al., 2015;Mirande et al., 2015). Indeed, small and poorly-fed larvae may have more to gain, from a fitness perspective, than well-nourished larvae, for whom food is not critical for survival. Along with its aggressive behavior, H. axyridis has multiple other traits making it more competitive than native ladybeetle species, i.e., it has a relatively large body, and carries spines at the larval stage as well as chemical defenses Sloggett et al., 2011).

Phenotypic Plasticity
Theory suggests that invasive populations should evolve toward greater phenotypic plasticity because they face diverse environments during the invasion process (Lombaert et al., 2008). The high degree of phenotypic plasticity observed in H. axyridis has enabled its populations to become successful invaders of new territories, where they dominate native coccinellid species (Alyokhin and Sewell, 2004;Lombaert et al., 2008). Lombaert et al. (2008) compared phenotypic traits related to fitness among different H. axyridis populations and found that invasive populations displayed higher survival and phenotypic plasticity when entering into quiescence at low temperatures, compared to populations commercialized for biological control.
H. axyridis is highly polymorphic in terms of color patterning (Dobzhansky, 1933). In ladybeetles, melanism is advantageous in winter but costly in summer, so species that can change color throughout the year can maximize their fitness (Michie et al., 2010). Laboratory and field observations suggest that H. axyridis demonstrates seasonal phenotypic plasticity related to melanism, the non-melanic morph being more abundant in spring, and the darker morphs being more abundant in autumn (Michie et al., 2011). Melanization in H. axyridis is predominantly controlled by temperature during larval development. Such seasonal phenotypic plasticity allows individuals to produce the level of melanin necessary to maintain activity at the temperatures encountered when they emerge (Michie et al., 2011).

Chemical Defenses
Like all coccinellid beetle species, H. axyridis can synthesize several defensive secondary compounds which play an important role against a range of attackers and are especially effective in reducing the performance of predators. The chemical defense system of ladybirds is based mainly on repellent (and in some cases toxic) alkaloids, which tend to be produced during all life stages. These alkaloids are derived from simple fatty acids, and their remarkable diversity makes ladybird beetles pioneers in combinatorial chemistry. Some defensive alkaloids are extremely toxic, such as precoccinelline produced by the seven-spot ladybird C. septempunctata, which is a potent neurotoxin in both insects and mammals. In contrast, adaline produced by the twospot ladybird A. bipunctata is toxic in many insects but has little effect in mammals. The chemical defenses of H. axyridis have been extensively reviewed (Sloggett et al., 2011). In the context of its invasive performance, we focus here on the chemical defensive alkaloid harmonine [(17R,9Z)-1,17-diaminooctadec-9-ene], which is not produced by C. septempunctata or A. bipunctata. This compound was found to be responsible for the high constitutive antibacterial activity in the hemolymph of H. axyridis beetles (Röhrich et al., 2012).
A synthetic analog of harmonine has been produced as a reference and has been used to screen the activity of the natural compound against pathogens and parasites. The harmonine concentration in the hemolymph increases during development, reaching 27 mM in adult beetles (Schmidtberg et al., 2013). Interestingly, harmonine is active against a broad spectrum of bacteria, particularly against mycobacteria. Harmonine was also active against both chloroquine-sensitive and chloroquineresistant Plasmodium falciparum, which is responsible for the most severe form of malaria (Röhrich et al., 2012). In addition, harmonine was also found to inhibit Leishmania major, which causes leishmaniosis (Nagel et al., 2015). These findings suggest that harmonine may function as a broad-spectrum chemical weapon, providing protection against diverse pathogens and parasites that are encountered by H. axyridis in also newlycolonized environments. Furthermore, harmonine may help to regulate the abundant microsporidia found in H. axyridis . Microsporidia are spore-forming obligate parasites that are frequently associated with insects. The average concentration of microsporidia in the H. axyridis hemolymph was found to increase during development, reaching appr. 13 × 10 6 per ml. These parasites have been shown to kill A. bipuncata larvae feeding on microsporidia-infected eggs or larvae of H. axyridis, suggesting they can be transmitted from the invasive carrier to native ladybirds via intraguild predation (Vogel et al., 2017a). The potential role of these parasites as bioweapons against competing native ladybird is discussed in more detail below.

The Superior Immune System of H. axyridis
Insects lack the antibody-based adaptive immunity found in vertebrates and rely entirely on innate immunity, which encompasses cellular mechanisms such as the phagocytosis and multicellular encapsulation of pathogens and parasites as well as humoral mechanisms based on the synthesis of antimicrobials. In the latter context, antimicrobial peptides (AMPs) play a predominant role among the immunity-related effector molecules produced by insects, and a large spectrum of evolutionarily conserved and taxon-specific AMP families has been described in insects (Mylonakis et al., 2016). Theory predicts that invasive species should have a better or more flexible immune system than even closely related non-invasive species because they have to cope with pathogens and parasites in new habitats, meaning they cannot adapt to such threats by coevolution (Lee and Klasing, 2004;Vilcinskas, 2013). Accordingly, next-generation sequencing of the immunityrelated H. axyridis transcriptome revealed almost 50 genes encoding putative AMPs, the highest number of AMPs found in any animal species investigated thus far (Vilcinskas et al., 2013a). Native ladybirds have far fewer AMP genes (Vogel et al., 2017a): 15 putative AMP genes were identified in C. septempunctata and only 12 in A. bipunctata (Figure 1). H. axyridis not only has more AMP genes than native ladybird species such as C. septempunctata and A. bipunctata, but these genes are induced much more strongly in H. axyridis when the immune system is challenged (Vilcinskas et al., 2013a) (Figure 1).

Phenotypic Variation of Immunity-Related Gene Expression
A key question emerging from the studies described above is whether the differential induction of immunity-related genes in invasive and native ladybeetle species is related to the observed differences in immunity. The injection of bacteria caused a 100-fold induction of certain AMP genes (compared to untreated controls) in A. bipunctata, a 1,000-fold induction in C. septempunctata but a more than 10,000-fold induction in H. axyridis (Figure 2). Differences in induction spanning several orders of magnitude reflect unprecedented immunological differences between invasive and non-invasive species, which support the hypothesis that invasive success depends in part on a superior immune system (Lee and Klasing, 2004;Vilcinskas, 2013).
The importance of diverse AMP repertoires and high induction levels became clearer when evidence emerged that insect AMPs show potentiating functional interactions against microbial pathogens (Rahnamaeian et al., 2015). For example, ctype-lysozymes from H. axyridis boost the antibacterial activity of co-expressed coleoptericins (Beckert et al., 2015), which are a family of AMPs restricted to the Coleoptera (Mylonakis et al., 2016). The diversity of the coleoptericin family has expanded during the evolution of H. axyridis (Vilcinskas et al., 2013a) and the genes are induced by up to 10,000-fold when the immune system is challenged (Vogel et al., 2017a). Taken together, these data suggest that coleoptericins play a key role in supporting the invasive performance of H. axyridis. Figure 1 presents gene trees and maximum induction levels for the coleoptericin and defensin families in H. axyridis, C. septempunctata and A. bipunctata. The results show that H. axyridis induces these genes most strongly overall following an immune challenge, but even closely-related members of the coleoptericin and defensin families within each species display striking differences in fold-change values, showing that evolutionary relatedness is not a good predictor of AMP gene expression levels. Our latest data provide evidence of populationspecific AMP gene expression, and the induction levels of individual AMPs indicate that AMP gene expression is dynamic, and may change more rapidly than previously thought (Gegner et al. unpublished results). These observations highlight the practical relevance of natural variability among AMP gene family FIGURE 2 | Relationship between immune-related traits, pathogen resistance and invasiveness in three ladybeetle species: A. bipunctata, C. septempunctata, and H. axyridis. As the number and inducible expression levels of AMPs increase, the greater the resistance against pathogens and parasites, and the greater the invasive performance. members in terms of expression levels and induction among H. axyridis populations, which might add to the eventual success or failure of these populations when fighting off pathogens, especially in newly-colonized environments.
Changes in gene expression or gene regulation are thought to underlie many of the phenotypic differences between species, and may play an important role in adaptation to different environments. The evolution of dynamic gene expression profiles (and hence phenotypic plasticity) as different species or populations of the same species adapt to different environments is not understood in detail. Although gene expression variation in natural populations has been shown for multiple genes, the processes responsible for the maintenance of this variation as well as the benefits for the individual remain obscure.

Immunity and Invasive Performance
Given the abovementioned differences between the immune systems of three ladybird species differing in invasive propensity, a key question is how does a superior immune system translate into increased invasive success? One obvious explanation is that a strong immune system provides resistance against pathogens and parasites. Although some aphid symbionts have been shown to negatively impact the development and survival (Kovacs et al., 2017), indicating that certain prey-associated bacteria can evade the immune system of the Asian ladybird, both pupae and adults of H. axyridis were parasitized at a much lower rate than e.g., C. septempunctata populations from the same location (Comont et al., 2017). Accordingly, ladybird parasitoids parasitize H. axyridis only sporadically, and the beetles usually survive these attacks, with the parasitoids dying in the egg or at the larval stage. Compared to the native ladybird species C. septempunctata and A. bipunctata, H. axyridis is also more resistant to entomopathogenic nematodes and the entomopathogenic fungus Beauveria bassiana . Increased pathogen resistance mediated by a diverse spectrum of AMPs has also been reported in other insects challenged by pathogen-rich environments, including rat-tailed maggots of the drone fly Eristalis tenax, which can survive in contaminated aquatic habitats such as liquid manure storage pits (Altincicek and Vilcinskas, 2007), and the burying beetle Nicrophorus vespilloides, which feeds and reproduces on cadavers (Vogel et al., 2017b). However, the habitats colonized by H. axyridis are not particularly burdened with pathogens-indeed H. axyridis displaces native C. septempunctata and A. bipunctata populations that can survive perfectly well in such environments until H. axyridis arrives. So this raises the question, why has this invasive ladybird evolved a superior immune system?
We postulate that the invasive performance of H. axyridis may be directly and indirectly supported by its immune system (Figure 2). This invasive ladybird carries abundant microsporidia which it can tolerate, but which can infect and kill native ladybirds such as C. septempunctata and A. bipunctata when experimentally transferred or orally delivered upon feeding on its eggs or larvae (Vilcinskas et al., 2013b;Vogel et al., 2017a). As mentioned above, intraguild predation among predatory ladybirds may explain why H. axyridis can successfully outcompete native ladybirds (Gardiner et al., 2011). For example, A. bipunctata beetles die when feeding on H. axyridis eggs or larvae, but H. axyridis beetles suffer no ill effects when the relationship is reversed (Kajita et al., 2010). Accordingly, we found that microsporidia associated with H. axyridis kill A. bipunctata adults feeding on H. axyridis eggs (Vogel et al., 2017a). These spore-forming obligate parasites, which are distantly related to fungi, may function like biological weapons because they are tolerated by the invasive carrier, but can kill native competitors when transmitted (Vilcinskas, 2015). Our findings support previous studies highlighting the role of pathogens and parasites co-introduced with invasive species (Amsellem et al., 2017;Young et al., 2017). Taken together, these data suggest that the superior immune system in H. axyridis may have evolved so that this invasive species can safely carry microsporidia as biological weapons, unleashing them against defenseless competitors in newly-colonized habitats. It remains unclear whether the expanded spectrum of AMPs, the chemical defense molecule harmonine, or perhaps even both, contribute to the control of microsporidian propagation in the host . Although several mechanisms such as melanization, phagocytosis and AMPs have been discussed, there is thus far no clear evidence for any of the above being an effective defense mechanism against microsporidia (Kurtz et al., 2000;Hoch et al., 2004;Biron et al., 2005). However, the difference between being a pathogen, symbiont or mutualist can be gradual, and depends on both the host species and the environmental conditions, allowing for a remarkable degree of flexibility in host-parasite interactions. This level of flexibility was recently substantiated by identifying AMPs that maintain control over symbionts, which could otherwise turn traitor and cause disease in the host (Login et al., 2011).

CONCLUDING REMARKS
The comparative analysis of the invasive ladybird H. axyridis with rather non-invasive coccinellid species enabled both to test hypotheses explaining the invasive success of particular species and to elucidate a considerable number of behavioral and immunological trait differences. However, it remains debatable which of these traits are important for the development of invasive performance. From the empiric point of view, those hypotheses appear more compelling which explain examples for biological invasions by other animals or even plants (Amsellem et al., 2017). H. axyridis has become a powerful model supporting the bioweapon theory claiming that pathogens or parasites co-introduced with invasive species can promote biological invasions if they harm or kill indigenous competitors (Vilcinskas, 2015). There are accumulating examples for biological invasions triggered by the same mechanism. The noble crayfish (Astacus astacus) declined in Europe upon the spread of the fungal pathogen Aphanomyces astaci which was co-introduced along with the signal crayfish Pacifastacus leniusculus from Northern America (Capinha et al., 2013). The replacement of native red squirrels (Sciurus vulgaris) by gray squirrels (S. carolinensis) in the United Kingdom has been attributed to Squirrel parapoxvirus co-introduced with gray squirrels from Northern America but killing only indigenous red squirrels (Collins et al., 2014).
The hypothesis that a superior immune system supports the performance of successful invaders is also reflected by examples from vertebrates. Invasive populations of the sparrows display higher surveillance against pathogens and a better immune status compared to non-invasive populations (Martin et al., 2014(Martin et al., , 2017. A superior immune system may represent a general attribute of invasive species because it can confer resistance to both pathogens and parasites encountered in newly colonized habitats or carried and co-introduced as bioweapons against indigenous competitors.

AUTHOR CONTRIBUTIONS
All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.