High throughput sequencing has been the foundation of microbiome science, but must be interpreted carefully 38. Here we applied this method to distinguish microbiomes associated with health and disease in honey bee larvae. Most serendipitously, we discovered and characterized two major disease related larval microbiomes, one caused by M. plutonius (European Foul Brood, EFB), the other caused by an unknown factor (Idiopathic Brood Disease Syndrome, IBDS). Below we discuss the general nature of the results, healthy larval microbiomes, EFB associated microbiomes, and a novel disease microbiome associated with the symptomology of IBDS.
Healthy larval microbiomes
While many of the OTUs returned by Illumina sequencing have been confirmed by culturing and cloning, some of the unverified OTUs may represent a form of ‘kitome’ contamination 38, and require validation by alternate methods including cloning and shotgun sequencing. Six OTUs were uniformly abundant and highly intercorrelated, a phenomenon most apparent in younger healthy larvae with smaller microbiomes (Tables S2 and S4). These OTUs were; Bacteroidetes, Ralstonia, Caulobacterales, Bradyrhizobium, Burkholderiales and Cyanobacteria (Fig. S1). This pattern indicates either amplified contamination or a highly structured core larval microbiota. Some of the same OTUs were detected on the mouths of queens, with greatest abundance in the proximal queen digestive tract, also associated with smaller microbiomes (Anderson et al. 2018). Low BactQuant yields from first and second instar larvae (not shown here) further suggests that PCR/sequencing artifacts may bias amplicon results particularly in low abundance environments. For this reason, we discuss the development of disease-associated microbiomes focusing on bacteria that have been cultured or cloned within the honey bee system 39,40,49,41−48.
We sequenced larval microbiomes from colonies and larvae with no symptoms of disease, but these healthy colonies came from apiaries that also contained colonies diagnosed with EFB disease. We found that the healthy larval microbiome (Fig. 2) does not resemble the worker hindgut microbiome as previously hypothesized 40, but seemingly shares more similarity with the queen microbiome 14,50. Workers drifting from one colony to another is suspected to be the major mode of EFB transmission, such that healthy hives during an apiary outbreak of EFB may harbor a substantial load of M. plutonius. Sequences matching M. plutonius, the causal agent of EFB, were found in 95% of healthy larvae from healthy hives, at an average abundance of 0.06 (0-0.92) across the 71 healthy larvae (Fig. 2). We found that the size of the microbiome increased with larval development (Fig. 1), and the microbiomes of healthy larvae varied by both location and developmental stage. Microbial succession throughout larval development suggests a role for the larval microbiome in disease prevention and/or the development of immunity 18,51. The healthy larval microbiome is often dominated by Bo. apis or L. kunkeei, both prevalent core gut bacteria of reproductive queens 14,50,52. Over 95% of the queen and worker mouthparts and anterior alimentary tract of queens, classify as these two oxygen tolerant species (Anderson et al. 2018). Both are associated with decreased abundance of honey bee-specific disease, and likely provide protection from many aerobic opportunists including bacteria, microsporidia, and fungi, omnipresent throughout the hive environment 6, 16–18,53.
European Foul Brood Microbiomes
Larvae afflicted with EFB turn from pearly white to a yellowish/brownish tinge, become deflated, and sometimes translucent 54. Symptomology varies considerably and in many cases, the expression of EFB disease phenotype is attributed to secondary or “helper” bacteria, but this hypothesis has been difficult to verify due to variation in methods across studies, and historical taxonomic treatment 54,55. It is unknown if the helper bacteria are saprophytic, or if the cause of EFB disease can be polymicrobial 56. Many bacteria species in the honey bee worker microbiota form metabolic partnerships with other species and this is likely true for many disease pathologies 57. With the progression of EFB disease, species considered co-infective or saprophytic may affect virulence, and accelerate larval pathology. Based on a literature search, potential helper species associated with EFB disease include Paenibacillus alvei, Enterococcus faecalis, Brevibacillus laterosporus and Achromobacter eurydice 54,55,58. We confirm E. faecalis in abundance, but our high throughput sequencing method did not return Paenibacillus or Brevibacillus with any frequency or prevalence in EFB diseased larvae (Fig. 3, Table S2). Considered somewhat omnipresent by past investigations, the putative secondary invader Paenibacillus alvei was also detected at very low prevalence and abundance in diseased larvae, and larvae in general, indicating that the universal 16S rRNA gene primers amplified Paenibacillus alvei, but that it is not associated with EFB disease progression. In contrast, Enterococcus faecalis was prevalent and abundant in larvae with overt EFB symptoms, occurring with abundance in a site-specific manner, at two of five EFB locations (Fig. 3, Table S2).
From EFB diseased colonies, we sampled diseased larvae with both incipient and advanced symptoms. We found that Melissococcus plutonius (EFB) occurred with significantly different microbial taxa and community structures by sampled apiary suggesting multiple hypotheses based on microbiota variation and disease progression. We report seven abundant bacteria that increased significantly with M. plutonius in diseased larvae; Enterococcus faecalis, Lactobacillus Firm5, Fructobacillus fructosus, G. apicola, Brenneria quercina, S. alvi, Bifidobacterium and Enterobacteriaceae. In agreement with culture based results 11, gram positive bacteria, primarily L. kunkeei, F. fructosus and L. firm5 became more abundant with advanced disease in a site-specific manner (Fig. 3). In agreement with our findings, it was recently deduced that A. euyridice, implicated in past research, was most likely Lactobacillus kunkeei 55, an abundant species in many larval guts (Figs. 2 and 3), both healthy and diseased 40.
As part of our experimental design, sequencing microbial succession by larval age also resulted in multiple hypotheses for the role of the microbiota in EFB disease progression. All developing larval stages classified phenotypically as healthy and sampled from a spotty brood pattern in an EFB diseased hive have significantly different microbiomes containing significantly more M. plutonius than larvae from hives with no sign of disease (Fig. 3, Table S5). That every larvae in a diseased hive may have significantly elevated levels of M. plutonius, suggests that transmission is rampant within infected hives, distributed by the nursing activity and mouthparts. This may indicate that every larvae in a diseased hive is exposed to a virulent dose of M. plutonius, but some fight it off more effectively than others perhaps due to a protective microbiome structure or host genotype-specific immune response or both.
A microbiome of Idiopathic Brood Disease Syndrome
Idiopathic brood disease syndrome (IBDS) is associated with substantial colony loss and the cause is unknown according to present molecular tests and microscopy 27. Larval phenotype has been unreliable as a diagnostic tool in the field and IBDS is typically confused with EFB. At the Hull apiary, larval disease was described by the apiary inspector as “melty, sunken and deflated”, descriptors distinguishing it from the EFB-only sites in this study (Table S1). At the Hull apiary, we found that the microbiome associated with IBDS-melty larval disease shared little to no resemblance with any of the EFB associated microbiomes (Figs. S1 and S2). At the Hull apiary, M. plutonius abundance and occurrence was exceedingly low, and did not differ between diseased vs. healthy phenotypes (Table S6). The IBDS disease microbiome showed significant increases in S. alvi, G. apicola, and F. perrara; all enteric bacteria specialized to inhabit the adult worker pylorus/ileum, and Serratia marcesens, a demonstrated pathogen of adult and larval honey bees 13,59. In the five apiaries typified as M. plutonius-dominant EFB disease, these same four hindgut bacteria occurred stochastically across treatments, and were represented by very low (incidental) abundance and prevalence (Tables S2 and S5). The IBDS phenotype also showed a significant decrease in Bo. apis compared to the healthy larval phenotype from the same hive (Table S6). Moreover, Snodgassella alvi and Serratia marcesens from the guts of IBDS larvae were strongly correlated following a log transformation of bacterial abundance suggesting synergistic co-existence (Fig. 4, Adj Rsq = 0.59, F = 31.1, p < 0.0001).
While the effects of S. marcescens in honey bees are becoming evident 10,13,60,61, this bacterium is a known secondary invader following viral and other infections, and can be abundant in Varroa mites and adult bees sampled from stressful overwintering conditions 61. Many honey bee associated bacteria have been detected in parasites; the small hive beetle and Varroa mite including known pathogens S. marcescens and E. faecalis, and group living bacteria native to the honey bee worker ileum 62,63. In a recent paper, S. marcescens is proposed as a widespread opportunistic pathogen of adult honey bees that may be often go undetected, but is highly virulent when the host is compromised 13. Because symptoms of Serratia infection are not definitive, this bacterium is considered under-reported as a cause of bee losses. Given the high prevalence of S. marcescens in IBDS disease, it may serve as a bacterial marker of opportunistic disease.
According to the Apiary inspectors notes (Table S1), the IBDS diseased hive from Illinois was treated with Tetra Bee (oxytetracycline) a couple weeks prior to sampling but the disease state did not exhibit strong response. Also, both healthy and disease microbiomes from this location showed a near complete lack of gram positive bacteria, found somewhat uniformly across the five EFB apiaries (Fig. 3, Table S2). It appears that antibiotic application selectively diminished the gram positive species. In contrast, gram negative species known to carry antibiotic resistance genes were the only bacteria found blooming in the larvae including species core to the worker or queen ileum; P. apium, S. alvi, G. apicola, and F. perrarra (Table 2). The antibiotic resistance genes for tetracycline are largely found in the gram negative species 64 which may in part explain the microbiome composition of IBDS larvae in this study. This suggests a scenario wherein the putative causative agents or secondary invaders are resistant to oxytetracycline and the overtreatment with antibiotics interferes with the normal microbiome function of primarily gram positive bacteria, making the host more susceptible to Serratia infection. The mortality rate of bees infected with S. marcescens was previously shown to be much higher following exposure to the antibiotic tetracycline 65.
Table 2
Microbiome changes associated with IBDS (Hull apiary) in honey bee larvae.
Bacterial species | Change | P value |
Parasaccharibacter apium | Decrease | < 0.0001 < 0.0001 < 0.001 < 0.0001 < 0.0001 |
Frishella perrara | Increase |
Gilliamella apicola | Increase |
Snodgrassella alvi | Increase |
Serrtia marcescens | Increase |
*Wilcoxon tests comparing absolute abundance in healthy vs. diseased larvae |
A suite of genes associated with Serratia maercescens strain sicaria (SS1) isolated from honey bees suggests a range of adaptation to the honey bee system not seen in other Serratia strains 61. Interestingly, this strain is adapted for survival in the honey bee system (SS1), but does not produce genes involved in iron regulation or siderophores, which may explain the significant association with S. alvi as detected in the Hull apiary microbiome survey (Fig. 4). Iron can be scarce in host associated gut environments, but S. alvi possesses multiple systems for iron uptake and synthesizes siderophores 66. Other bacteria in the community can “cheat” and take up siderophores they did not produce. Thus a potential metabolic explanation for co-infection of S. marcescens with S. alvi includes siderophore production and iron acquisition genes present in S. alvi but absent in Serratia marcescens and the ability of S. alvi to use bacterial waste products for growth. Bacteria lacking siderophore production are less virulent 67, but within a local community, the presence of siderophores can benefit all bacteria, and in this case may lead to virulence. Moreover, Serratia marcescens strain SSI has lost motility (flagellar genes), a trait typically seen in obligate endosymbionts and intracellullar pathogens because flagella production is costly. If transmission of SS1 is provided by the social hive context (social grooming or parasite transmission) flagella may be unnecessary.
Although not quantified by this survey, detailed photographs suggests high mite loads associated with the Hull apiary, suggestive of parasitic mite syndrome (PMS), another IBDS disease state described as a complex of symptoms associated with Varroa mite infestation, viruses, or a combination of both. Presently, the only verified viral infection of honey bee larvae is sacbrood 68. We did not test for sacbrood virus because it is reliably distinguished by larval morphology, as larvae sit up in the middle of their cells with their heads raised, then become fluid filled sacs as the disease progresses. Future investigations of IBDS in honey bees should apply an approach that allows multiplexed detection of established and novel virus 69.