Interaction specificity between leaf-cutting ants and vertically transmitted Pseudonocardia bacteria
© Andersen et al.; licensee BioMed Central. 2015
Received: 10 November 2014
Accepted: 16 February 2015
Published: 25 February 2015
The obligate mutualism between fungus-growing ants and microbial symbionts offers excellent opportunities to study the specificity and stability of multi-species interactions. In addition to cultivating fungus gardens, these ants have domesticated actinomycete bacteria to defend gardens against the fungal parasite Escovopsis and possibly other pathogens. Panamanian Acromyrmex echinatior leaf-cutting ants primarily associate with actinomycetes of the genus Pseudonocardia. Colonies are inoculated with one of two vertically transmitted phylotypes (Ps1 or Ps2), and maintain the same phylotype over their lifetime. We performed a cross-fostering experiment to test whether co-adaptations between ants and bacterial phylotypes have evolved, and how this affects bacterial growth and ant prophylactic behavior after infection with Escovopsis.
We show that Pseudonocardia readily colonized ants irrespective of their colony of origin, but that the Ps2 phylotype, which was previously shown to be better able to maintain its monocultural integrity after workers became foragers than Ps1, reached a higher final cover when grown on its native host than on alternative hosts. The frequencies of major grooming and weeding behaviors co-varied with symbiont/host combinations, showing that ant behavior also was affected when cuticular actinomycete phylotypes were swapped.
These results show that the interactions between leaf-cutting ants and Pseudonocardia bear signatures of mutual co-adaptation within a single ant population.
Symbiotic interactions between species can range from mutualistic to parasitic, depending on the levels of cooperation and conflict expressed between the interactors [1,2]. Rarely is the association limited to just two species, so understanding interaction networks is paramount for accurate interpretation of ecologically and clinically important assemblies of organisms e.g. [3-7]. The complex mutualism of the fungus-growing ants has become a model for testing the mechanisms of multi-partite interaction stability and specificity e.g. [8-11]. The ants farm fungal cultivars in clonal monocultures [12-14] and have achieved substantial evolutionary radiation since the symbiosis evolved ca. 50 million years ago .
Over evolutionary time, a number of other organisms have become associated with the symbiosis, as commensals , parasites, additional mutualists, or parasites of additional mutualists [17-19]. In particular, studies have focused on the hypocrealean fungal genus Escovopsis, which are specialized ascomycete parasites of the attine cultivars [20,21]. While devastating if uncontrolled, many attine ants harbor antibiotic-producing actinomycete bacteria on their cuticle to protect their gardens with a range of associated behaviors [22-24], but the association specificity between these bacteria, the ants that carry them, and the pathogens they target has been subject to debate [25-33].
Atta and Acromyrmex leaf-cutting ants are the most evolutionarily derived fungus-growing ants. Both genera harvest fresh plant material to provision their fungus gardens, but only Acromyrmex has maintained the ancestral attine habit of growing filamentous actinomycete bacteria on the cuticle of large- and medium-sized workers [17,22,34]. The bacterial cover may have multiple functions; it has been shown to provide a barrier against entomopathogens for newly eclosed (callow) workers  but experimental work has primarily focused on its role in defending gardens against Escovopsis during the first weeks of callow life, when cuticular actinomycete cover is high and ant behavior is focused on fungus garden maintenance [10,36]. In the two best studied species, A. echinatior and A. octospinosus, Pseudonocardia bacteria have been shown to dominate cuticular communities with both non-specific 454 16S rDNA amplification and culture-based approaches [33,37]. The bacterial cover of large workers follows a characteristic ontogenetic pattern starting with inoculation shortly after eclosion , culminating with substantial body cover after two to three weeks, and declining to a modest cover by the time workers become foragers about seven weeks after eclosing.
The initial exponential growth phase towards full cuticular actinomycete cover has been suggested to be supported by nutrients on the ant cuticle and metapleural gland secretions , whereas the propleural plates of large workers maintain actinomycete cultures much longer, likely using secretions from specific sub-cuticular glands . Acromyrmex colonies have been observed to induce bacterial growth when faced with an experimental Escovopsis challenge , but the extent to which the host can control bacterial growth, how this may be achieved and whether the performed grooming behaviors depend on the host/symbiont match is not well understood. Answering these questions is therefore important for evaluating the specificity and coevolutionary potential of this mutualistic interaction, which may represent the oldest example of biological control of crop-pests.
The A. echinatior population in Gamboa, Panama is well studied, with two phylotypes of Pseudonocardia known to be present and colonies maintaining their original phylotype for more than ten years after transfer to the laboratory [33,37]. We use the term “phylotype” after identifying the Pseudonocardia symbionts by partial sequencing of the 16S rDNA and EF-1α genes [33,37]. However, while the default transmission route of Pseudonocardia is vertical, both across generations of colonies and among workers within colonies [17,33], other actinomycetes than Pseudonocardia have also been isolated, both from Acromyrmex and other attine ants, suggesting that additional environmental acquisition is common [29,31,32,39,40]. A recent hypothesis proposed by Scheuring & Yu  suggests that such diversity may be stable if the initial cuticular community is dominated by a single mutualistic actinomycete phylotype, which would be the case when native vertically transmitted phylotypes are the first to colonize ants after they eclose, consistent with recent 16S rDNA amplicon sequencing results .
The aim of the present study was to test whether interaction-specificity of Acromyrmex and Pseudonocardia bacteria varies among sympatric colonies maintaining different vertically transmitted phylotypes. We designed a cross-fostering experiment to manipulate the first inoculations of eclosing large workers and to monitor the consequences of Pseudonocardia swaps for the expression of prophylactic behavioral responses by the ants after infection with Escovopsis. When ant pupae are cross-fostered in a different colony than their own, the callow adults that eclose from them readily obtain a bacterial cover, but a previous study indicated that cross-inoculated bacteria reach lower abundance on mature ants three weeks later than they would have on ants reared in their native colony . This suggested that there is some degree of specificity in the association between Acromyrmex host colonies and phylotypes of actinomycete symbionts. Such specificity would be consistent with co-adaptation between Acromyrmex hosts and actinomycete symbionts within a specific population of ant colonies, whereas recent debate has primarily addressed the dynamics of the attine ant-Pseudonocardia mutualism at the species level [26,30,43-45].
Our results confirm earlier observations that eclosing callow workers can be successfully inoculated by genetically different Pseudonocardia phylotypes from sympatric conspecific colonies, and we found no evidence for differences in host/symbiont specificity at this stage. However, we found consistent differences in final cover across actinomycete phylotypes and, after infecting experimental subcolonies with Escovopsis, multiple differences in ant grooming behavior depending on whether they were associated with one or the other Pseudonocardia phylotype.
Results and discussion
Differential growth rates of Pseudonocardia phylotypes on cross-fostered workers
The combined results from both studies thus support the idea that there are Pseudonocardia phylotype-specific effects on the final bacterial cover of large Acromyrmex workers, with one of the phylotypes maintaining a higher cover when grown on its native host, consistent with some degree of co-adaptation and host-specificity, potentially mediated by secretions from the subcuticular glands under the propleural plates . The results recently obtained by Andersen et al.  showed that older (foraging) workers from Ps1 colonies acquire a more diverse cuticular community (still consisting mostly of actinomycetes), whereas older workers from Ps2 colonies retain their monocultures almost unchanged. Whether these novel acquisitions grow in competition with Ps1 remains to be confirmed but their relative abundances as documented by Andersen et al.  indicated that this was likely the case. However, the extent and diversity of the bacterial cover for workers that have reached the foraging stage is unlikely to be of importance in fungus garden disease-defense and transmission of Pseudonocardia to newly eclosed workers , as these foragers are no longer nurses.
Behavioral changes induced by cross-fostering
Our cross-fostering approach allowed us to explicitly analyze whether subtle forms of co-adaptation between ant host colonies and their Pseudonocardia symbionts are likely to have shaped prophylactic behavior following Escovopsis exposure. As we detail below, the Ps1 and Ps2 phylotypes, which occur in ca. 50/50 monocultures across the A. echinatior population in Gamboa [33,37] appear to have co-adapted to some extent to the maternal ant lineages that maintain them by vertical transmission, in spite of panmictic gene flow via the multiple males that inseminate queens every generation. One of the four behavioral profiles that we describe below is significantly different between workers with different native pupal Pseudonocardia phylotypes, and one behavioral profile and the time spent outside the fungus garden are significantly different for ants with different combinations of native pupal phylotype and the phylotype of the colony into which they were introduced.
Of the nine ant behaviors recorded in infected fungus gardens, the ants spent most of their time self-grooming and fungus-grooming. Self-grooming was performed less by ants with a non-native symbiont, particularly Ps1 ants receiving a cross fostered inoculation with Ps2 (Nested ANCOVA, phylotype pupae × phylotype garden: F1,66 = 4.739, p = 0.033, Figure 3A, Additional file 1: Table S3), although this did not retain significance after Bonferroni correction (threshold αʹ = 0.0125). If self-grooming serves a function in the maintenance of cuticular bacteria, this is consistent with ants that were forced to work with a non-native Pseudonocardia phylotype being less motivated to protect their cuticular actinomycetes against secondary invaders, particularly when the new phylotype (Ps2) was more robust against such secondary invasions . We also found that native-Ps2 workers groomed their gardens less frequently (Nested ANCOVA, F1,66 = 8.221, p = 0.006, Figure 3B). In contrast, allo-grooming of sisters by native-Ps2 workers occurred at a higher rate than allo-grooming by Ps1 workers (Nested ANCOVA, F1,66 = 14.121, p < 0.001, Figure 3C; Additional file 1: Table S5). There were no significant differences between phylotypes or their combinations for PC4, representing garden-weeding (Additional file 1: Table S6).
Finally, there was an increase in the proportion of time the workers spent outside the fungus garden over the three days following Escovopsis infection (Ordinal logistic model, L-R χ 2 = 7.047, df = 2, p = 0.030). Relative to native-Ps1 workers, native-Ps2 workers spent more time outside their gardens (L-R χ 2 = 13.194, df = 1, p < 0.001; Figure 3E), especially when tending a Ps2 garden (L-R χ 2 = 7.044, df = 1, p = 0.008, Additional file 1: Table S8). We note, however, that the degree to which Escovopsis control was ultimately successful could not be estimated in our experiments, so that detailed interpretations of our results will need further validation.
Around the turn of the century, the recognition of Escovopsis as an omnipresent fungus garden parasite and the discovery of cuticular Pseudonocardia actinomycetes as obligate defensive symbionts fundamentally changed our interpretation of the complexity of the attine fungus-growing ant symbiosis [17,20,50]. Later work underlined the broad-scale adaptive nature of the Pseudonocardia cuticular symbiosis across the attine phylogenetic tree [8,22,51,52], until coevolutionary interpretations started to attract criticism , because attine cuticular actinomycetes were shown to be often taxonomically diverse , did not always (exclusively) inhibit Escovopsis [25,32], and could be environmentally acquired , while still producing antibiotics when growing on the cuticles of attine ants [29,39,40,54]. However, our present study and Andersen et al.  suggest that scenarios of co-adaptation between Pseudonocardia and specific lineages of Acromyrmex leaf-cutting ants are valid in Acromyrmex leaf-cutting ants.
Our results and those by Poulsen et al.  and Armitage et al.  show that different Pseudonocardia phylotypes can readily colonize the cuticle of callow large workers of Acromymex ants, and we found no indications of any specific host-symbiont recognition or discrimination at this stage. However, such discrimination also seems unlikely to have been selected for, because callow ants are inoculated in the fungus garden in which they eclose and with actinomycetes that are long-term associated with the fungus garden and/or their sister workers . A recently published study has suggested that the opportunity for colonization may be limited to a time frame of just a few days immediately following eclosion and showing that callow workers were only successfully inoculated when in the company of large sister workers with a full bacterial cover . However, sample sizes of that study were very small, so could at best show that likelihoods of inoculation differed, consistent with our present results, which show that callow large workers almost always developed a full bacterial cover in the presence of only small and medium size workers and a fungus garden fragment. Together these findings match predictions from the model by Scheuring & Yu , demonstrating that initial colonization with an actinomycete of proven usefulness to the farming symbiosis will guarantee that later secondary acquisitions will not challenge the mutualistic nature of the entire cuticular biofilm, consistent with old foragers of A. echinatior never completely losing their native symbiont even though their cuticular biofilm may become dominated by other actinobacteria later in life .
Our present study indicates that evolutionary processes of mutual co-adaptation between female lineages of leaf-cutting ant hosts and phylotypes of cuticular Pseudonocardia may operate at the within-population level. A promising line of future research may therefore be to investigate whether the Ps1 and Ps2 phylotypes of A. echinatior in Gamboa may associate with maternally inherited fungus garden clones and even ant mitochondrial genotypes, and to extend such approaches to sympatric populations of other fungus-growing ants to see whether common patterns of inheritance and lineage sorting may emerge. The different behavioral syndromes of the ant hosts in response to their gardens being challenged with the same Escovopsis strain suggests that there may be different ways of being a successful native Pseudonocardia symbiont of Panamanian A. echinatior, resulting in a mixed evolutionary stable strategy  consistent with the ca. 50/50 prevalence of the two phylotypes in the population as a whole.
It will be important to do similar studies with other sympatric Escovopsis strains to test the generality of the Ps1- and Ps2-induced defensive behaviors, and to investigate the efficiencies by which Ps1 and Ps2 can control Escovopsis infections in combination with the behavioral syndromes of their host ants, as that will ultimately determine whether and how these phylotypes stably coexist in the same population while excluding each other at the level of host colonies. Future studies will also need to study the chemical compounds by which ant colonies, Ps1, and Ps2 interact. Our present results indicate that such studies should retain focus on individual and colony-level variation rather than dismissing co-evolutionary adaptations on the basis of species-level studies only.
A cross-fostering experiment with a fully crossed design was set up in a temperature (ca. 25°C) and humidity (ca. 70%) controlled rearing room, using four source colonies of Acromyrmex echinatior with queens collected in Gamboa, Panama between 2001 and 2010. Colonies Ae.150 and Ae.488 harbored the native Pseudonocardia phylotype ‘Ps1’, while colonies Ae.160 and Ae.331 had native Pseudonocardia phylotype ‘Ps2’ . Replicate subcolonies were created with two grams of fungus garden (including small brood items), 25 small workers, 15 medium workers and 4 mature large worker pupae. Fungus garden fragments were placed in petri dishes (∅ 5.5 cm) with a hole in the side, allowing ants access to a larger petri dish (∅ 9 cm) with moist cotton wool and bramble leaf fragments (renewed regularly) on which to forage. Large worker pupae were distributed such that they eclosed in subcolonies containing fungus and workers from: 1. Their own colony; 2. Another colony with the same Pseudonocardia phylotype, and 3. Two colonies harboring the other Pseudonocardia phylotype. Each combination was replicated twice resulting in a total of 16 different combinations and 32 subcolonies (Figure 1).
During daily monitoring we marked eclosing large workers with nail-polish between the pronotal spines, using four different colors to make each callow ant individually recognizable . The date of pupal eclosion was recorded as Day 0 and the ventral and dorsal side of the ants were photographed on days 3, 7, 11, 15 and for some individuals also on day 19. The photographs were printed and the bacterial cover scored blindly according to the scale (1–12) of Poulsen et al. . However, in our experiments with A. echinatior, the bacterial growth did not entirely follow this highly specific sigmoid ontogeny, as bacterial cover on the dorsal side sometimes preceded growth on the propleural plates (these deviating individuals were observed in all treatments), consistent with maximal covers in A. echinatior being somewhat less abundant than in A. octospinosus . To take into account these inter-species differences, we scored bacterial cover primarily based on dorsal growth .
All 128 pupae eclosed into large workers, but nine (7%) died shortly after eclosion. These mortalities were all from the same source colony (Ae.150), were equally distributed between the treatments, and were most likely caused by desiccation of pupae during subcolony setup. All dead workers except one were replaced with new mature pupae. Only one newly eclosed worker from another source colony did not develop properly and was removed from the experiment. Five dead medium workers were also replaced during the experiment.
Prophylactic behavior following Escovopsis exposure
When either all individuals were fully covered in bacteria (scale 12) or all ants were at least 15 days post-eclosion, the fungus gardens were exposed to infection with a single strain of Escovopsis weberi. This slight difference in procedure was unavoidable due to differences between pupae within subcolonies in the timing of bacterial growth, and limitations in the number of sub-colonies that could be handled by a single observer in a day. For each treatment, Escovopsis conidia were collected with a fine paintbrush from 1 cm2 of pure E. weberi culture, corresponding to 1.3-2.5 × 107 dry conidia, and transferred to the fungal cultivar by brushing evenly over the fungal surface. The E. weberi strain was isolated from an Acromyrmex nest in Gamboa, Panama by H. Fernández-Marín in 2010, identified based on morphological characters  and grown on potato dextrose agar medium. The E. weberi conidia that we used were highly viable as their germination rate on plates was > 90%.
During the first hour after exposure, behavioral repertoires expressed by the four marked workers were observed for 5 min in the 3.5 cm diameter field of view of a stereomicroscope (6.3× magnification) focused on the fungus garden, with 5 min intervals between each observation, resulting in 6 time points for the first hour. Behaviors were recorded in 30s time blocks; if a marked individual was observed to continuously perform the same behavior within a 30s block it was recorded as having performed that behavior once, whereas it was recorded as twice when it performed the behavior in two 30s blocks and so on. Activities that were performed for less than 30s were not recorded. This gave us a quantitative estimate of continuous behaviors per subcolony and meant that less important transient behaviors were not recorded. Behavioral repertoires were recorded again after 48 and 72 hours since exposure, using the same time interval (5 min observation, 5 min break), resulting in 18 windows of 5 min for each subcolony . All behaviors were scored by a single observer who was blind to the received cross-fostering treatment of subcolonies.
Nine different behaviors were recorded after Escovopsis exposure of the fungus garden fragments: self-grooming, fungus-grooming, garden-weeding, immobile inside fungus garden, allo-grooming, carrying eggs/larvae/pupae, tending eggs/larvae/pupae, trophallaxis, and garden manuring. We defined grooming behaviors as scraping antennae and legs with forelegs, licking forelegs with mouth parts , followed by application of forelegs to different locations. If the target of grooming was a worker’s own body, we categorized it as ‘self-grooming’, if the target was a nestmate, we categorized it as ‘allo-grooming’, and if the target was eggs, larvae or pupae, we categorized it as ‘tending eggs/larvae/pupae’. ‘Fungus-grooming’ was scored when the ants antennated the fungus garden, extended their maxillae and labium to grasp a piece of the garden matrix, and closed them to retract and raise the fungal fragment off the garden matrix while pulling it through their mouth parts . We categorized ‘garden-weeding’ as actions involving the physical removal of garden pieces, whereby the ants detached a piece of fungus garden from the garden matrix by rocking laterally, side to side, while pulling. Once the piece was detached from the garden, the ants picked it up and carried it to the dump .
Often, ants stayed motionless for prolonged periods of time hidden under or sometimes on the fungus garden, a behavior that we categorized as “immobile in fungus garden”. ‘Trophallaxis’ was characterized as transfer of liquid between two workers and ‘manuring’ as gaster-curving (bending the abdomen minus the first three segments) followed by production of a fecal droplet, picking it up with the mandibles and depositing it onto the fungus garden . We categorized the physical retrieval and active moving around of eggs/larvae/pupae by the ants as ‘carrying eggs/larvae/pupae’. If marked individuals were outside the fungus garden (and hence out of the field of view) for the whole of any 30s block, we recorded this as “outside fungus garden”.
Final bacterial cover and PCR analysis of Pseudonocardia phylotypes
Following the 3 days of behavioral observations after Escovopsis treatment the subcolony fungus garden fragments were replaced with 2 g of fresh fungus garden including ca. 25 medium workers and 50 small workers from the same source colony that experimental workers eclosed in, ensuring that the subcolonies had fresh fungus garden and work force to maintain the fungal cultivar. The bacterial cover of each marked worker was estimated two weeks after Escovopsis exposure as described above. Subsequently the ants were frozen at −20°C for PCR identification of the Pseudonocardia phylotypes.
From each of the subcolonies, one individual ant was used for analysis of Pseudonocardia phylotype identity. Samples from colonies Ae.227 and Ae.266 were also included for identification of their native Pseudonocardia phylotype, to allow comparison of our present results with the earlier cross-fostering experiment . The propleural plates were dissected off the ants under a stereomicroscope following the procedure outlined in Andersen et al.  and DNA extracted with the DNEasy Blood and Tissue kit following the manufacturer’s instructions (Invitrogen, Hilden, Germany). Part of the elongation factor EF-1α gene was amplified with the Pseudonocardia specific primers 52 F and 920R  in 20 μL PCR reactions with the AmpliTaq Gold kit (Applied Biosciences, New Jersey, USA) at the conditions: 95°C for 4 min followed by 40 cycles of 95°C for 30 s, 62°C for 50 s and 72°C for 2 min and final extension at 72°C for 10 min. PCR products were purified with an MSB Spin PCRapace kit (Invitek, Berlin, Germany) and sequenced by Eurofins MWG Operon (Ebersberg, Germany). Successful PCR amplification was achieved for all but three experimental subcolonies that either had a very low bacterial cover or failed for unknown reasons. The sequences were trimmed and compared in Sequencher 4.7 and the consensus sequences of both phylotypes compared to known sequences with a NCBI GenBank BLAST search. These were 99% similar (Ps1, [GenBank: DQ098127]) and identical (Ps2, [GenBank: DQ098133]) to sequences of bacteria sampled in the same area by Poulsen et al.  and 95% similar to each other.
Data analyses, bacterial cover
Bacterial cover was estimated for each individual at each time step (t), and a logistic growth equation (Cover = KP0ert / K + P0(ert-1)) fitted to the data, with K (the “carrying capacity”) set to the maximum cover (scale 12), and the value of r (the intrinsic rate of increase in bacterial cover) estimated for each individual using iterative least squares fitting executed in the solver add-in of Microsoft Excel 2011. The single value of P0 (the bacterial cover at day 0) that provided the best fit to the data across all individuals was estimated iteratively to be 2.67 × 10−4. Bacterial cover on Day 19 was only estimated for 21 of the 32 subcolonies, as the remaining were already treated with Escovopsis at this stage, but for these subcolonies the bacterial cover was not significantly different from the cover on Day 15 (Wilcoxon Signed-Rank test, S = −7, p = 0.436; Figure 2A).
Growth rates were Box-Cox transformed to maximize normality and homogeneity of variance for analysis. The rates of increase in bacterial cover and the final cover two weeks after infection were analyzed with a two-way ANOVA to test whether Pseudonocardia phylotype of the foster garden and nurses, the native phylotype that the pupae should have been inoculated with, and the interaction between the two affected cuticular growth. The ID of the source colony of the fungus gardens and the pupae was included as a nested variable with the replicate subcolonies nested within. Analyses were carried out using JMP 10.0.2 for Macintosh.
The achieved power of the analysis was analyzed post-hoc with G*Power 3.1.4  to see how likely we were to detect a Pseudonocardia phylotype effect given the substantial variation between colonies and our sample sizes. This showed that an effect size (f) of around 0.3 could be detected with a power of 80%, which corresponds to a medium effect size in Cohen’s classification . Substantial differences in bacterial growth rate between treatments should thus have been detectable with the sample size used in our study, suggesting that any Pseudonocardia phylotype-specific effects are generally smaller than colony-specific effects.
The final bacterial cover on ants two weeks after Escovopsis exposure was analyzed with an ordinal logistic model using maximum likelihood in JMP 10.0.2 for Macintosh, to test whether the Pseudonocardia phylotype of the foster garden and nurses, the native phylotype that the pupae should have been inoculated with, and the interaction between the two affected it. Three subcolonies lost more than half of their fungus garden in the course of the experiment, but the decreased garden mass did not affect the growth of Pseudonocardia cover (One-Way ANOVA, F1,125 = 0.142, p = 0.707). However, they maintained a high bacterial cover rather than showing the characteristic decrease of workers from the other subcolonies, and so had a significantly higher cover two weeks after infection (Ordinal logistic model, Likelihood-Ratio χ 2 = 6.50, d.f. = 1, p = 0.011). As a result, these subcolonies were excluded from the analysis of final bacterial cover, and from the behavioral analyses to avoid the possibility that reduced garden mass could affect the results.
Data Analyses, behavior after Escovopsis exposure
Since the different behavioral responses to Escovopsis infections were not independent, as only one behavior could be recorded during each 30s period by each worker, and the performance of several behaviors was highly correlated (Additional file 1: Table S7), behavioral responses were converted to behavioral profiles using principal component analysis. Principal components were calculated using covariances, based on the proportion of 30 s periods in which each behavior was performed. The first four principal components (PC1-4) explained 48.0%, 24.0%, 10.5% and 9.8% of the variation in all behaviors respectively, and were judged to capture all (>90%) significant variation in behavior based on a scree-plot and the Jolliffe criterion . PC1 captured the highly negatively correlated behaviors “Self-grooming” (higher values) and “Immobile in fungus garden” (lower values), while PC2 primarily captured “Fungus-grooming”, PC3 “Allo-grooming”, and PC4 “Garden-weeding”. For more details of the PCA analysis see Additional file 2: Figure S1 and Additional file 1: Table S3-S6.
Variation in the first four principal components was examined using ANCOVA with time (days) and phylotype combination of the source colonies of garden/nurse-workers and pupae as main effects, and median Pseudonocardia cover as a covariate (Additional file 1: Table S3-6). As above, the ID of the source colony of the fungus garden and the pupae was included as a nested variable with the replicate subcolonies nested within. Due to substantial loss of garden biomass in three subcolonies from source colony Ae.150 at the time of Escovopsis exposure, we excluded these from further analyses. Since the analysis of the four principal components represented tests of the same general hypothesis (change in behavior related to Pseudonocardia phylotype and colony of origin), table-wise adjustment of significance levels was carried out using Bonferroni correction, setting αʹ to 0.0125. The proportion of time spent outside the fungus garden was analyzed separately using a Generalized Linear Model (GLM) with binomial errors, correcting for overdispersion (Additional file 1: Table S8). Once again the GLM examined the effects of time (days), phylotype combination, median Pseudonocardia cover, and their interactions on time spent outside the garden.
Availability of supporting data
The data sets supporting the results of this article are available in the Dryad repository, [http://www.dx.doi.org/10.5061/dryad.53vg0].
We thank Louise Lee Munk Larsen for technical assistance in rearing fungal species, Michael Poulsen for sharing his skills on working with Escovopsis, Patrick Mouritzen for scoring the bacterial cover on ants blind to treatment, and the Danish National Research Foundation for funding (DNRF57).
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