| Literature DB >> 23991113 |
Jorgen Ravoet1, Jafar Maharramov, Ivan Meeus, Lina De Smet, Tom Wenseleers, Guy Smagghe, Dirk C de Graaf.
Abstract
Since the last decade, unusually high honey bee colony losses have been reported mainly in North-America and Europe. Here, we report on a comprehensive bee pathogen screening in Belgium covering 363 bee colonies that were screened for 18 known disease-causing pathogens and correlate their incidence in summer with subsequent winter mortality. Our analyses demonstrate that, in addition to Varroa destructor, the presence of the trypanosomatid parasite Crithidia mellificae and the microsporidian parasite Nosema ceranae in summer are also predictive markers of winter mortality, with a negative synergy being observed between the two in terms of their effects on colony mortality. Furthermore, we document the first occurrence of a parasitizing phorid fly in Europe, identify a new fourth strain of Lake Sinai Virus (LSV), and confirm the presence of other little reported pathogens such as Apicystis bombi, Aphid Lethal Paralysis Virus (ALPV), Spiroplasma apis, Spiroplasma melliferum and Varroa destructor Macula-like Virus (VdMLV). Finally, we provide evidence that ALPV and VdMLV replicate in honey bees and show that viruses of the LSV complex and Black Queen Cell Virus tend to non-randomly co-occur together. We also noticed a significant correlation between the number of pathogen species and colony losses. Overall, our results contribute significantly to our understanding of honey bee diseases and the likely causes of their current decline in Europe.Entities:
Mesh:
Year: 2013 PMID: 23991113 PMCID: PMC3753275 DOI: 10.1371/journal.pone.0072443
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Honey bee pathogen incidences.
| Pathogen | Type | Prevalences | Associations | |||
| Overall | Surviving colonies | Collapsed colonies | Between pathogens | With winter losses | ||
| ABPV | Dicistroviridae | 3.3% (12/363) | 3.3% (4/122) | 3.7% (4/107) | No | |
| ALPV | Dicistroviridae | 56.2% (204/363) | 59.0% (72/122) | 54.2% (58/107) |
| No |
|
| Ophryocystidae | 40.8% (148/363) | 41.8% (51/122) | 41.1% (44/107) | No | |
|
| Phoridae | 31.1% (118/363) | 32.8% (40/122) | 33.6% (36/107) | No | |
| BQCV | Dicistroviridae | 13.5% (49/363) | 10.7% (13/122) | 14.0% (15/107) | LSV complex (p = 0.009) | No |
| CBPV | Unclassified RNA virus | 1.7% (6/363) | 0.0% (0/122) | 1.9% (2/107) | No | |
|
| Trypanosomatidae | 70.5% (256/363) | 71.3% (87/122) | 81.3% (87/107) | Yes (p = 0.03) | |
| DWV | Iflaviridae | 69.4% (252/363) | 61.5% (75/122) | 67.3% (72/107) | No | |
| LSV complex | Unclassified RNA virus | 14.6% (43/363) | 17.2% (21/122) | 15.0% (16/107) | BQCV (p = 0.009) | No |
|
| Nosematidae | 10.2% (37/363) | 13.1% (16/122) | 10.3% (11/107) | No | |
|
| Nosematidae | 92.6% (336/363) | 89.3% (109/122) | 94.4% (101/107) | VdMLV (p<0.001) | No |
|
| Nosematidae | 75.2% (273/363) | 71.3% (87/122) | 72.9% (78/107) | ALPV (p = 0.011) | No |
| SBV | Iflaviridae | 19.0% (69/363) | 17.2% (21/122) | 21.5% (23/107) | No | |
|
| Spiroplasmataceae | 0.3% (1/363) | 0.0% (0/122) | 0.0% (0/107) | No | |
|
| Spiroplasmataceae | 4.4% (16/363) | 3.3% (4/122) | 6.5% (7/107) | No | |
|
| Varroidae | 93.7% (313/334) | 91.0% (111/122) | 95.3% (102/107) | Yes (p = 0.07) | |
| VdMLV | Tymoviridae | 84.3% (306/363) | 79.5% (97/122) | 84.1% (90/107) |
| No |
Prevalences of honey bee pathogens found in Belgian honey bee colonies, the relationships between these pathogens and the effect of the occurrence of each pathogen on colony winter losses.
These data includes a subset of the samples (229), since 25% of the beekeepers did not provide data about winter losses of the monitored colonies.
Effects of the screened pathogens in summer on the observed honeybee winter mortality, based on probit models and exhaustive model searches in which the Akaike Information Criterion (AIC) was minimized.
| Pathogen | Probit coefficients | Marginal odds ratios | LR |
|
|
| ||||
| Intercept | −0.82 | |||
|
| 0.37 | 1.3 | 3.57 | 0.03 |
|
| 0.49 | 1.4 | 2.11 | 0.07 |
|
| ||||
| Intercept | −5.70 | |||
|
| 5.09 | 1.3 | 6.16 | 0.01 |
|
| 4.97 | 1.4 | 4.88 | 0.03 |
|
| 0.49 | 1.4 | 2.10 | 0.07 |
|
| −4.80 | 0.8 | 3.37 | 0.03 |
Based on an exhaustive search with the following set of predictor variables: presence or absence of N. apis, N. ceranae, C. mellificae, A. bombi, S. melliferum, A. borealis, ALPV, DWV, BQCV, SBV, LSV, VDMLV, V. destructor as well as the natural V. destructor drop and Nosema spore load.
Based on an exhaustive search, including all pathogens which occurred in more than 10 out of 229 colonies and which in a full main effects model had probit coefficients >0.2 (N. ceranae, C. mellificae, V. destructor, S. melliferum and BQCV) and DWV, which has been linked to winter mortality before [10], [26], as well as their first order interaction effects.
Figure 1Effect of Crithidia mellificae, Nosema ceranae and Varroa destructor on honey bee colony winter losses.
The presence of C. mellificae, N. ceranae and V. destructor in summer all increase later winter mortality (binomial probit model, Table 2b, p = 0.01, 0.03 and 0.07, respectively). In addition, there is a synergistic effect of C. mellificae and N. ceranae on winter mortality (Table 2b, p = 0.03). Cm = C. mellificae, Nc = N. ceranae.
Figure 2Effect of the number of detected pathogens on winter mortality, based on a third order binomial probit model.
The predicted winter mortality goes up markedly when the number of detected pathogens increase from 3 to 6 (from 5.9% to 52%), but then stabilizes around 50% when colonies have higher total numbers of pathogens.
Figure 3Graphical representation of significant pathogen correlations.
LSV complex is significantly associated with BQCV (p = 0.009) (A and B), VdMLV with N. ceranae (p<0.001) (C and D) and ALPV strain Brookings with Nosema spores (p = 0.011) (E and F).