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Arredondo D, Grecco S, Panzera Y, Zunino P, Antúnez K. Honey Bee Viromes From Varroa destructor-Resistant and Susceptible Colonies. ENVIRONMENTAL MICROBIOLOGY REPORTS 2025; 17:e70097. [PMID: 40346929 PMCID: PMC12064942 DOI: 10.1111/1758-2229.70097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 04/08/2025] [Accepted: 04/16/2025] [Indexed: 05/12/2025]
Abstract
Honey bees (Apis mellifera) play a crucial role in global food production through pollination services. However, their populations are threatened by various stressors, like the ectoparasitic mite Varroa destructor and associated viral pathogens. In this study, we aimed to characterise and compare the viral communities (viromes) in V. destructor-resistant and susceptible colonies using high-throughput sequencing. Our findings revealed differences in virome composition associated with the season and not with the resistance or susceptibility to V. destructor. Furthermore, we detected Apis mellifera filamentous virus (AmFV) and Lake Sinai virus (LSV) for the first time in Uruguay, and obtained the complete or partial genomes of both viruses, along with those of other previously described viruses, such as Acute bee paralysis virus (ABPV), Black queen cell virus (BQCV), Deformed wing virus (DWV), and Sacbrood virus (SBV). This study contributes to a deeper understanding of the virome dynamics in honey bees. It highlights the importance of this type of study for the early detection of new viral pathogens, which could help to understand the tripartite network involving V. destructor, honey bees, and viruses.
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Affiliation(s)
- Daniela Arredondo
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Centro de Investigación en Ciencias Ambientales (CICA), Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Programa de Desarrollo de las Ciencias Básicas (PEDECIBA)Ministerio de Educación y Cultura ‐ Universidad de la RepúblicaMontevideoUruguay
| | - Sofia Grecco
- Programa de Desarrollo de las Ciencias Básicas (PEDECIBA)Ministerio de Educación y Cultura ‐ Universidad de la RepúblicaMontevideoUruguay
- Sección Genética Evolutiva, Departamento de Biología Animal, Facultad de CienciasUniversidad de la RepúblicaMontevideoUruguay
- Plataforma Genómica, Facultad de CienciasUniversidad de la RepúblicaMontevideoUruguay
| | - Yanina Panzera
- Programa de Desarrollo de las Ciencias Básicas (PEDECIBA)Ministerio de Educación y Cultura ‐ Universidad de la RepúblicaMontevideoUruguay
- Sección Genética Evolutiva, Departamento de Biología Animal, Facultad de CienciasUniversidad de la RepúblicaMontevideoUruguay
- Plataforma Genómica, Facultad de CienciasUniversidad de la RepúblicaMontevideoUruguay
| | - Pablo Zunino
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Centro de Investigación en Ciencias Ambientales (CICA), Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Programa de Desarrollo de las Ciencias Básicas (PEDECIBA)Ministerio de Educación y Cultura ‐ Universidad de la RepúblicaMontevideoUruguay
| | - Karina Antúnez
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Centro de Investigación en Ciencias Ambientales (CICA), Instituto de Investigaciones Biológicas Clemente EstableMinisterio de Educación y CulturaMontevideoUruguay
- Programa de Desarrollo de las Ciencias Básicas (PEDECIBA)Ministerio de Educación y Cultura ‐ Universidad de la RepúblicaMontevideoUruguay
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2
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Salkova D, Balkanska R, Shumkova R, Lazarova S, Radoslavov G, Hristov P. Molecular Detection and Phylogenetic Relationships of Honey Bee-Associated Viruses in Bee Products. Vet Sci 2024; 11:369. [PMID: 39195823 PMCID: PMC11360182 DOI: 10.3390/vetsci11080369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/31/2024] [Accepted: 08/10/2024] [Indexed: 08/29/2024] Open
Abstract
In the last few years, the isolation and amplification of DNA or RNA from the environment (eDNA/eRNA) has proven to be an alternative and non-invasive approach for molecular identification of pathogens and pests in beekeeping. We have recently demonstrated that bee pollen and bee bread represent suitable biological material for the molecular identification of viral RNA. In the present study, we extracted total RNA from different bee products (pollen, n = 25; bee bread, n = 17; and royal jelly, n = 15). All the samples were tested for the presence of six of the most common honey bee-associated viruses-Deformed wing virus (DWV), Acute bee paralysis virus (ABPV), Chronic bee paralysis virus (CBPV), Sacbrood virus (SBV), Kashmir bee virus (KBV), and Black queen cell virus (BQCV)-using a reverse transcription polymerase chain reaction (RT-PCR). We successfully detected six records of DWV (10.5%, 6/57), four of ABPV (7.0%, 4/57), three of Israeli acute paralysis virus (IAPV) (5.3%, 3/57), and two of BQCV (3.5%, 2/57). Using ABPV primers, we also successfully detected the presence of IAPV. The obtained viral sequences were analyzed for phylogenetic relationships with the highly similar sequences (megablast) available in the GenBank database. The Bulgarian DWV isolates revealed a high homology level with strains from Syria and Turkey. Moreover, we successfully detected a DWV strain B for the first time in Bulgaria. In contrast to DWV, the ABPV isolates formed a separate clade in the phylogenetic tree. BQCV was closely grouped with Russian isolates, while Bulgarian IAPV formed its own clade and included a strain from China. In conclusion, the present study demonstrated that eRNA can be successfully used for molecular detection of honey bee-associated viruses in bee products. The method can assist the monitoring of the health status of honey bee colonies at the local, regional, and even national levels.
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Affiliation(s)
- Delka Salkova
- Department of Experimental Parasitology, Institute of Experimental Morphology, Pathology and Anthropology with Museum, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria;
| | - Ralitsa Balkanska
- Department “Special Branches”, Institute of Animal Science, Kostinbrod, Agricultural Academy, 1113 Sofia, Bulgaria;
| | - Rositsa Shumkova
- Research Centre of Stockbreeding and Agriculture, Agricultural Academy, 4700 Smolyan, Bulgaria;
| | - Stela Lazarova
- Department of Animal Diversity and Resources, Institute of Biodiversity and Ecosystem Research, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (S.L.); (G.R.)
| | - Georgi Radoslavov
- Department of Animal Diversity and Resources, Institute of Biodiversity and Ecosystem Research, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (S.L.); (G.R.)
| | - Peter Hristov
- Department of Animal Diversity and Resources, Institute of Biodiversity and Ecosystem Research, Bulgarian Academy of Sciences, 1113 Sofia, Bulgaria; (S.L.); (G.R.)
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Dickey M, Whilden M, Ellis JT, Rangel J. A preliminary survey reveals that common viruses are found at low titers in a wild population of honey bees (Apis mellifera). JOURNAL OF INSECT SCIENCE (ONLINE) 2023; 23:26. [PMID: 38098224 PMCID: PMC10721442 DOI: 10.1093/jisesa/iead117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 08/22/2023] [Accepted: 11/29/2023] [Indexed: 12/18/2023]
Abstract
A major threat to honey bee (Apis mellifera Linnaeus, Hymenoptera: Apidae) health continues to be parasitism by the mite Varroa destructor, which has been linked to high colony losses worldwide. Besides feeding on developing and adult bees, Varroa is also a prolific vector of honey bee-associated viruses. Because they live in unmanaged conditions, wild honey bee colonies are not treated against Varroa, which has enabled the natural selection of more mite-tolerant bees. To date, few studies have explored the prevalence of viruses in unmanaged colonies. The Welder Wildlife Refuge (WWR) in Texas is a unique site to study the viral landscape of unmanaged honey bees in the United States. The goals of this study were to identify and quantify viruses in wild colonies at the WWR, to examine changes in the prevalence of viruses in these colonies over time, and to compare the presence and titers of viruses between wild colonies at the WWR and those from the nearest managed apiary. We collected bees from colonies at the WWR in 2013, 2016, and 2021, and analyzed selected viruses for their presence and titers via quantitative polymerase chain reaction. In 2021, we also sampled bees from the nearest managed apiary for comparison. We found low average virus titers in all wild colonies sampled, and no difference in virus titers between colonies at the WWR and those from the managed apiary. Our study indicates that virus titers in wild colonies at the WWR are similar to those found in nearby colonies, and that these titers fluctuate over time.
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Affiliation(s)
- Myra Dickey
- Department of Entomology, Texas A&M University, College Station, TX, USA
| | - Mckaela Whilden
- Department of Entomology, Texas A&M University, College Station, TX, USA
| | | | - Juliana Rangel
- Department of Entomology, Texas A&M University, College Station, TX, USA
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4
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Ray AM, Gordon EC, Seeley TD, Rasgon JL, Grozinger CM. Signatures of adaptive decreased virulence of deformed wing virus in an isolated population of wild honeybees ( Apis mellifera). Proc Biol Sci 2023; 290:20231965. [PMID: 37876196 PMCID: PMC10598435 DOI: 10.1098/rspb.2023.1965] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 09/28/2023] [Indexed: 10/26/2023] Open
Abstract
Understanding the ecological and evolutionary processes that drive host-pathogen interactions is critical for combating epidemics and conserving species. The Varroa destructor mite and deformed wing virus (DWV) are two synergistic threats to Western honeybee (Apis mellifera) populations across the globe. Distinct honeybee populations have been found to self-sustain despite Varroa infestations, including colonies within the Arnot Forest outside Ithaca, NY, USA. We hypothesized that in these bee populations, DWV has been selected to produce an avirulent infection phenotype, allowing for the persistence of both host and disease-causing agents. To investigate this, we assessed the titre of viruses in bees from the Arnot Forest and managed apiaries, and assessed genomic variation and virulence differences between DWV isolates. Across groups, we found viral abundance was similar, but DWV genotypes were distinct. We also found that infections with isolates from the Arnot Forest resulted in higher survival and lower rates of symptomatic deformed wings, compared to analogous isolates from managed colonies, providing preliminary evidence to support the hypothesis of adaptive decreased viral virulence. Overall, this multi-level investigation of virus genotype and phenotype indicates that host ecological context can be a significant driver of viral evolution and host-pathogen interactions in honeybees.
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Affiliation(s)
- Allyson M. Ray
- Department of Entomology, The Pennsylvania State University, University Park, PA 16802-1503, USA
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37240-0002, USA
| | - Emma C. Gordon
- Department of Entomology, The Pennsylvania State University, University Park, PA 16802-1503, USA
| | - Thomas D. Seeley
- Department of Neurobiology and Behavior, Cornell University, Ithaca, NY 14850, USA
| | - Jason L. Rasgon
- Department of Entomology, The Pennsylvania State University, University Park, PA 16802-1503, USA
| | - Christina M. Grozinger
- Department of Entomology, The Pennsylvania State University, University Park, PA 16802-1503, USA
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Svobodová K, Maitre A, Obregón D, Wu-Chuang A, Thaduri S, Locke B, de Miranda JR, Mateos-Hernández L, Krejčí AB, Cabezas-Cruz A. Gut microbiota assembly of Gotland varroa-surviving honey bees excludes major viral pathogens. Microbiol Res 2023; 274:127418. [PMID: 37315341 DOI: 10.1016/j.micres.2023.127418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 05/22/2023] [Accepted: 05/24/2023] [Indexed: 06/16/2023]
Abstract
The spread of the parasite Varroa destructor and associated viruses has resulted in massive honey bee colony losses with considerable economic and ecological impact. The gut microbiota has a major role in shaping honey bees tolerance and resistance to parasite infestation and viral infection, but the contribution of viruses to the assembly of the host microbiota in the context of varroa resistance and susceptibility remains unclear. Here, we used a network approach including viral and bacterial nodes to characterize the impact of five viruses, Apis Rhabdovirus-1 (ARV-1), Black Queen Cell virus (BQCV), Lake Sinai virus (LSV), Sacbrood virus (SBV) and Deformed wing virus (DWV) on the gut microbiota assembly of varroa-susceptible and Gotland varroa-surviving honey bees. We found that microbiota assembly was different in varroa-surviving and varroa-susceptible honey bees with the network of the latter having a whole module not present in the network of the former. Four viruses, ARV-1, BQCV, LSV, and SBV, were tightly associated with bacterial nodes of the core microbiota of varroa-susceptible honey bees, while only two viruses BQCV and LSV, appeared correlated with bacterial nodes in varroa-surviving honey bees. In silico removal of viral nodes caused major re-arrangement of microbial networks with changes in nodes centrality and significant reduction of the networks' robustness in varroa-susceptible, but not in varroa-surviving honey bees. Comparison of predicted functional pathways in bacterial communities using PICRUSt2 showed the superpathway for heme b biosynthesis from uroporphyrinogen-III and a pathway for arginine, proline, and ornithine interconversion as significantly increased in varroa-surviving honey bees. Notably, heme and its reduction products biliverdin and bilirubin have been reported as antiviral agents. These findings show that viral pathogens are differentially nested in the bacterial communities of varroa-surviving and varroa-susceptible honey bees. These results suggest that Gotland honey bees are associated with minimally-assembled and reduced bacterial communities that exclude viral pathogens and are resilient to viral nodes removal, which, together with the production of antiviral compounds, may explain the resiliency of Gotland honey bees to viral infections. In contrast, the intertwined virus-bacterium interactions in varroa-susceptible networks suggest that the complex assembly of microbial communities in this honey bee strain favor viral infections, which may explain viral persistence in this honey bee strain. Further understanding of protective mechanisms mediated by the microbiota could help developing novel ways to control devastating viral infections affecting honey bees worldwide.
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Affiliation(s)
- Karolína Svobodová
- University of South Bohemia, Faculty of Science, Ceske Budejovice, Czech Republic.
| | - Apolline Maitre
- ANSES, INRAE, Ecole Nationale Vétérinaire d'Alfort, UMR BIPAR, Laboratoire de Santé Animale, Maisons-Alfort F-94700, France; INRAE, UR 0045 Laboratoire de Recherches Sur Le Développement de L'Elevage (SELMET-LRDE), 20250 Corte, France; EA 7310, Laboratoire de Virologie, Université de Corse, Corte, France
| | - Dasiel Obregón
- School of Environmental Sciences, University of Guelph, Guelph, ON, Canada
| | - Alejandra Wu-Chuang
- ANSES, INRAE, Ecole Nationale Vétérinaire d'Alfort, UMR BIPAR, Laboratoire de Santé Animale, Maisons-Alfort F-94700, France
| | - Srinivas Thaduri
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07 Uppsala, Sweden
| | - Barbara Locke
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07 Uppsala, Sweden
| | - Joachim R de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07 Uppsala, Sweden
| | - Lourdes Mateos-Hernández
- ANSES, INRAE, Ecole Nationale Vétérinaire d'Alfort, UMR BIPAR, Laboratoire de Santé Animale, Maisons-Alfort F-94700, France
| | - Alena Bruce Krejčí
- University of South Bohemia, Faculty of Science, Ceske Budejovice, Czech Republic; Czech Academy of Sciences, Biology Centre, Institute of Entomology, Ceske Budejovice, Czech Republic
| | - Alejandro Cabezas-Cruz
- ANSES, INRAE, Ecole Nationale Vétérinaire d'Alfort, UMR BIPAR, Laboratoire de Santé Animale, Maisons-Alfort F-94700, France.
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6
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Kwon M, Jung C, Kil EJ. Metagenomic analysis of viromes in honey bee colonies ( Apis mellifera; Hymenoptera: Apidae) after mass disappearance in Korea. Front Cell Infect Microbiol 2023; 13:1124596. [PMID: 36761901 PMCID: PMC9905416 DOI: 10.3389/fcimb.2023.1124596] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 01/09/2023] [Indexed: 01/26/2023] Open
Abstract
After the nationwide, massive winter losses of honey bees in Korea during the winter of 2021, samplings were conducted from live honey bees in colonies and dead honey bees nearby colonies in the same bee-farms in six regions in Korea. Each sample was subjected to virome analysis using high-throughput sequencing technology. The number of viral reads was the lowest in the live honey bee group sample with 370,503 reads and the highest in the dead honey bee group sample with 42,659,622 reads. Viral contigs were matched with the viral genomes of the black queen cell virus, deformed wing virus, Israeli acute paralysis virus, and sacbrood virus, all of which have been previously reported in Korea. However, Apis rhabdovirus 5, bee macula-like virus, Varroa orthomyxovirus-1, Hubei partiti-like virus 34, Lake Sinai virus 2, 3, and 4, and the Ditton virus, were also discovered in this study, which are the first records in Korea. Plant viral sequences resembling those of Arabidopsis latent virus 1, and a novel viral sequence was also discovered. In the present study 55 complete viral genome sequences were identified. This study is the first virome analysis of domestic honey bees and provides the latest information on the diversity of honey bee viruses in Korea.
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Affiliation(s)
- Minhyeok Kwon
- Department of Plant Medicals, Andong National University, Andong, Republic of Korea
- Agriculture Science and Technology Research Institute, Andong National University, Andong, Republic of Korea
| | - Chuleui Jung
- Department of Plant Medicals, Andong National University, Andong, Republic of Korea
- Agriculture Science and Technology Research Institute, Andong National University, Andong, Republic of Korea
| | - Eui-Joon Kil
- Department of Plant Medicals, Andong National University, Andong, Republic of Korea
- Agriculture Science and Technology Research Institute, Andong National University, Andong, Republic of Korea
- *Correspondence: Eui-Joon Kil,
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Virus Prevalence in Egg Samples Collected from Naturally Selected and Traditionally Managed Honey Bee Colonies across Europe. Viruses 2022; 14:v14112442. [PMID: 36366540 PMCID: PMC9692946 DOI: 10.3390/v14112442] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 10/29/2022] [Accepted: 11/02/2022] [Indexed: 11/06/2022] Open
Abstract
Monitoring virus infections can be an important selection tool in honey bee breeding. A recent study pointed towards an association between the virus-free status of eggs and an increased virus resistance to deformed wing virus (DWV) at the colony level. In this study, eggs from both naturally surviving and traditionally managed colonies from across Europe were screened for the prevalence of different viruses. Screenings were performed using the phenotyping protocol of the 'suppressed in ovo virus infection' trait but with qPCR instead of end-point PCR and a primer set that covers all DWV genotypes. Of the 213 screened samples, 109 were infected with DWV, 54 were infected with black queen cell virus (BQCV), 3 were infected with the sacbrood virus, and 2 were infected with the acute bee paralyses virus. It was demonstrated that incidences of the vertical transmission of DWV were more frequent in naturally surviving than in traditionally managed colonies, although the virus loads in the eggs remained the same. When comparing virus infections with queen age, older queens showed significantly lower infection loads of DWV in both traditionally managed and naturally surviving colonies, as well as reduced DWV infection frequencies in traditionally managed colonies. We determined that the detection frequencies of DWV and BQCV in honey bee eggs were lower in samples obtained in the spring than in those collected in the summer, indicating that vertical transmission may be lower in spring. Together, these patterns in vertical transmission show that honey bee queens have the potential to reduce the degree of vertical transmission over time.
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Paxton RJ, Schäfer MO, Nazzi F, Zanni V, Annoscia D, Marroni F, Bigot D, Laws-Quinn ER, Panziera D, Jenkins C, Shafiey H. Epidemiology of a major honey bee pathogen, deformed wing virus: potential worldwide replacement of genotype A by genotype B. Int J Parasitol Parasites Wildl 2022; 18:157-171. [PMID: 35592272 PMCID: PMC9112108 DOI: 10.1016/j.ijppaw.2022.04.013] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/16/2022] [Accepted: 04/29/2022] [Indexed: 01/10/2023]
Abstract
The western honey bee (Apis mellifera) is of major economic and ecological importance, with elevated rates of colony losses in temperate regions over the last two decades thought to be largely caused by the exotic ectoparasitic mite Varroa destructor and deformed wing virus (DWV), which the mite transmits. DWV currently exists as two main genotypes: the formerly widespread DWV-A and the more recently described and rapidly expanding DWV-B. It is an excellent system to understand viral evolution and the replacement of one viral variant by another. Here we synthesise published results on the distribution and prevalence of DWV-A and -B over the period 2008-2021 and present novel data for Germany, Italy and the UK to suggest that (i) DWV-B has rapidly expanded worldwide since its first description in 2004 and (ii) that it is potentially replacing DWV-A. Both genotypes are also found in wild bee species. Based on a simple mathematical model, we suggest that interference between viral genotypes when co-infecting the same host is key to understanding their epidemiology. We finally discuss the consequences of genotype replacement for beekeeping and for wild pollinator species.
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Affiliation(s)
- Robert J. Paxton
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstrasse 4, 04103, Leipzig, Germany
| | - Marc O. Schäfer
- Institute of Infectology Medicine, Federal Research Institute for Animal Health, Friedrich-Loeffler-Institut, Südufer 10, 17493, Greifswald, Insel Riems, Germany
| | - Francesco Nazzi
- Dipartimento di Scienze AgroAlimentari, Ambientali e Animali, Università degli Studi di Udine, Via delle Scienze 206, 33100, Udine, Italy
| | - Virginia Zanni
- Dipartimento di Scienze AgroAlimentari, Ambientali e Animali, Università degli Studi di Udine, Via delle Scienze 206, 33100, Udine, Italy
| | - Desiderato Annoscia
- Dipartimento di Scienze AgroAlimentari, Ambientali e Animali, Università degli Studi di Udine, Via delle Scienze 206, 33100, Udine, Italy
| | - Fabio Marroni
- Dipartimento di Scienze AgroAlimentari, Ambientali e Animali, Università degli Studi di Udine, Via delle Scienze 206, 33100, Udine, Italy
| | - Diane Bigot
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
| | - Eoin R. Laws-Quinn
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
| | - Delphine Panziera
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
| | - Christina Jenkins
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
| | - Hassan Shafiey
- General Zoology, Institute for Biology, Martin Luther University Halle-Wittenberg, Hoher Weg 8, 06120, Halle (Saale), Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstrasse 4, 04103, Leipzig, Germany
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9
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Penn HJ, Simone-Finstrom MD, Chen Y, Healy KB. Honey Bee Genetic Stock Determines Deformed Wing Virus Symptom Severity but not Viral Load or Dissemination Following Pupal Exposure. Front Genet 2022; 13:909392. [PMID: 35719388 PMCID: PMC9204523 DOI: 10.3389/fgene.2022.909392] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 04/22/2022] [Indexed: 12/15/2022] Open
Abstract
Honey bees exposed to Varroa mites incur substantial physical damage in addition to potential exposure to vectored viruses such as Deformed wing virus (DWV) that exists as three master variants (DWV-A, DWV-B, and DWV-C) and recombinants. Although mite-resistant bees have been primarily bred to mitigate the impacts of Varroa mites, mite resistance may be associated with increased tolerance or resistance to the vectored viruses. The goal of our study is to determine if five honey bee stocks (Carniolan, Italian, Pol-Line, Russian, and Saskatraz) differ in their resistance or tolerance to DWV based on prior breeding for mite resistance. We injected white-eyed pupae with a sublethal dose (105) of DWV or exposed them to mites and then evaluated DWV levels and dissemination and morphological symptoms upon adult emergence. While we found no evidence of DWV resistance across stocks (i.e., similar rates of viral replication and dissemination), we observed that some stocks exhibited reduced symptom severity suggestive of differential tolerance. However, DWV tolerance was not consistent across mite-resistant stocks as Russian bees were most tolerant, while Pol-Line exhibited the most severe symptoms. DWV variants A and B exhibited differential dissemination patterns that interacted significantly with the treatment group but not bee stock. Furthermore, elevated DWV-B levels reduced adult emergence time, while both DWV variants were associated with symptom likelihood and severity. These data indicate that the genetic differences underlying bee resistance to Varroa mites are not necessarily correlated with DWV tolerance and may interact differentially with DWV variants, highlighting the need for further work on mechanisms of tolerance and bee stock-specific physiological interactions with pathogen variants.
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Affiliation(s)
- Hannah J. Penn
- United States Department of Agriculture, Agricultural Research Service, Sugarcane Research Unit, Houma, LA, United States
| | - Michael D. Simone-Finstrom
- United States Department of Agriculture, Agricultural Research Service, Honey Bee Breeding, Genetics and Physiology Research Unit, Baton Rouge, LA, United States
| | - Yanping Chen
- United States Department of Agriculture, Agricultural Research Service, Bee Research Laboratory, Beltsville, MD, United States
| | - Kristen B. Healy
- Department of Entomology, Louisiana State University and AgCenter, Baton Rouge, LA, United States
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Molecular Detection and Differentiation of Arthropod, Fungal, Protozoan, Bacterial and Viral Pathogens of Honeybees. Vet Sci 2022; 9:vetsci9050221. [PMID: 35622749 PMCID: PMC9145064 DOI: 10.3390/vetsci9050221] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 04/26/2022] [Accepted: 04/27/2022] [Indexed: 02/01/2023] Open
Abstract
The honeybee Apis mellifera is highly appreciated worldwide because of its products, but also as it is a pollinator of crops and wild plants. The beehive is vulnerable to infections due to arthropods, fungi, protozoa, bacteria and/or viruses that manage to by-pass the individual and social immune mechanisms of bees. Due to the close proximity of bees in the beehive and their foraging habits, infections easily spread within and between beehives. Moreover, international trade of bees has caused the global spread of infections, several of which result in significant losses for apiculture. Only in a few cases can infections be diagnosed with the naked eye, by direct observation of the pathogen in the case of some arthropods, or by pathogen-associated distinctive traits. Development of molecular methods based on the amplification and analysis of one or more genes or genomic segments has brought significant progress to the study of bee pathogens, allowing for: (i) the precise and sensitive identification of the infectious agent; (ii) the analysis of co-infections; (iii) the description of novel species; (iv) associations between geno- and pheno-types and (v) population structure studies. Sequencing of bee pathogen genomes has allowed for the identification of new molecular targets and the development of specific genotypification strategies.
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11
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de Miranda JR, Brettell LE, Chejanovsky N, Childers AK, Dalmon A, Deboutte W, de Graaf DC, Doublet V, Gebremedhn H, Genersch E, Gisder S, Granberg F, Haddad NJ, Kaden R, Manley R, Matthijnssens J, Meeus I, Migdadi H, Milbrath MO, Mondet F, Remnant EJ, Roberts JMK, Ryabov EV, Sela N, Smagghe G, Somanathan H, Wilfert L, Wright ON, Martin SJ, Ball BV. Cold case: The disappearance of Egypt bee virus, a fourth distinct master strain of deformed wing virus linked to honeybee mortality in 1970's Egypt. Virol J 2022; 19:12. [PMID: 35033134 PMCID: PMC8760790 DOI: 10.1186/s12985-022-01740-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 12/31/2021] [Indexed: 01/11/2023] Open
Abstract
In 1977, a sample of diseased adult honeybees (Apis mellifera) from Egypt was found to contain large amounts of a previously unknown virus, Egypt bee virus, which was subsequently shown to be serologically related to deformed wing virus (DWV). By sequencing the original isolate, we demonstrate that Egypt bee virus is in fact a fourth unique, major variant of DWV (DWV-D): more closely related to DWV-C than to either DWV-A or DWV-B. DWV-A and DWV-B are the most common DWV variants worldwide due to their close relationship and transmission by Varroa destructor. However, we could not find any trace of DWV-D in several hundred RNA sequencing libraries from a worldwide selection of honeybee, varroa and bumblebee samples. This means that DWV-D has either become extinct, been replaced by other DWV variants better adapted to varroa-mediated transmission, or persists only in a narrow geographic or host range, isolated from common bee and beekeeping trade routes.
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Affiliation(s)
- Joachim R de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden.
| | - Laura E Brettell
- Hawkesbury Institute for the Environment, Western Sydney University, Locked Bag 1797, Renrith, NSW, 2751, Australia.,School of Environment and Life Sciences, University of Salford, Manchester, M5 4WT, UK.,Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, L3 5QA, UK
| | - Nor Chejanovsky
- Institute of Plant Protection, The Volcani Center, PO Box 15159, 7528809, Rishon Lezion, Israel
| | - Anna K Childers
- Bee Research Laboratory, Beltsville Agricultural Research Center, USDA, Beltsville, MD, 20705, USA
| | - Anne Dalmon
- Abeilles et Environnement, INRAE, 84914, Avignon, France
| | - Ward Deboutte
- Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory for Clinical and Epidemiological Virology, University of Leuven, 3000, Leuven, Belgium.,Max Planck Institute of Immunobiology and Epigenetics, Stübeweg 51, 79108, Freiburg, Germany
| | - Dirk C de Graaf
- Laboratory of Molecular Entomology and Bee Pathology, Ghent University, 9000, Ghent, Belgium
| | - Vincent Doublet
- College of Life and Environmental Sciences, University of Exeter, Penryn, TR10 9FE, UK.,Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Haftom Gebremedhn
- Laboratory of Molecular Entomology and Bee Pathology, Ghent University, 9000, Ghent, Belgium.,Tigray Agricultural Research Institute, P.O. Box 492, Mekelle, Ethiopia
| | - Elke Genersch
- Institut Für Mikrobiologie Und Tierseuchen, Fachbereich Veterinärmedizin, Freie Universität Berlin, Berlin, Germany.,Department of Molecular Microbiology and Bee Diseases, Institute for Bee Research, Hohen Neuendorf, Germany
| | - Sebastian Gisder
- Department of Molecular Microbiology and Bee Diseases, Institute for Bee Research, Hohen Neuendorf, Germany
| | - Fredrik Granberg
- Department of Biomedical Sciences and Veterinary Public Health, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | - Nizar J Haddad
- Bee Research Department, National Agricultural Research Center, Baq'a, Jordan
| | - Rene Kaden
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden.,Clinical Microbiology, Department of Medical Sciences, Uppsala University, 753 09, Uppsala, Sweden
| | - Robyn Manley
- College of Life and Environmental Sciences, University of Exeter, Penryn, TR10 9FE, UK
| | - Jelle Matthijnssens
- Department of Microbiology, Immunology and Transplantation, Rega Institute, Laboratory for Clinical and Epidemiological Virology, University of Leuven, 3000, Leuven, Belgium
| | - Ivan Meeus
- Laboratory of Agrozoology, Department of Plants and Crops, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - Hussein Migdadi
- Bee Research Department, National Agricultural Research Center, Baq'a, Jordan
| | - Meghan O Milbrath
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | - Fanny Mondet
- Abeilles et Environnement, INRAE, 84914, Avignon, France
| | - Emily J Remnant
- Behaviour, Ecology and Evolution (BEE) Lab, School of Life and Environmental Sciences, The University of Sydney, Camperdown, 2006, Australia
| | - John M K Roberts
- Commonwealth Scientific and Industrial Research Organisation, Canberra, 2601, Australia
| | - Eugene V Ryabov
- Bee Research Laboratory, Beltsville Agricultural Research Center, USDA, Beltsville, MD, 20705, USA
| | - Noa Sela
- Institute of Plant Protection, The Volcani Center, PO Box 15159, 7528809, Rishon Lezion, Israel
| | - Guy Smagghe
- Laboratory of Agrozoology, Department of Plants and Crops, Ghent University, Coupure Links 653, 9000, Ghent, Belgium
| | - Hema Somanathan
- School of Biology, Indian Institute of Science Education and Research, Thiruvananthapuram, Kerala, 695551, India
| | - Lena Wilfert
- College of Life and Environmental Sciences, University of Exeter, Penryn, TR10 9FE, UK.,Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, Albert-Einstein-Allee 11, 89081, Ulm, Germany
| | - Owen N Wright
- Centre for Research in Animal Behaviour, College of Life and Environmental Sciences, University of Exeter, Exeter, EX4 4QG, UK
| | - Stephen J Martin
- School of Environment and Life Sciences, University of Salford, Manchester, M5 4WT, UK.,Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK
| | - Brenda V Ball
- Rothamsted Research, Harpenden, Hertfordshire, AL5 2JQ, UK
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12
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Thaduri S, Marupakula S, Terenius O, Onorati P, Tellgren-Roth C, Locke B, de Miranda JR. Global similarity, and some key differences, in the metagenomes of Swedish varroa-surviving and varroa-susceptible honeybees. Sci Rep 2021; 11:23214. [PMID: 34853367 PMCID: PMC8636477 DOI: 10.1038/s41598-021-02652-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 11/12/2021] [Indexed: 11/08/2022] Open
Abstract
There is increasing evidence that honeybees (Apis mellifera L.) can adapt naturally to survive Varroa destructor, the primary cause of colony mortality world-wide. Most of the adaptive traits of naturally varroa-surviving honeybees concern varroa reproduction. Here we investigate whether factors in the honeybee metagenome also contribute to this survival. The quantitative and qualitative composition of the bacterial and viral metagenome fluctuated greatly during the active season, but with little overall difference between varroa-surviving and varroa-susceptible colonies. The main exceptions were Bartonella apis and sacbrood virus, particularly during early spring and autumn. Bombella apis was also strongly associated with early and late season, though equally for all colonies. All three affect colony protein management and metabolism. Lake Sinai virus was more abundant in varroa-surviving colonies during the summer. Lake Sinai virus and deformed wing virus also showed a tendency towards seasonal genetic change, but without any distinction between varroa-surviving and varroa-susceptible colonies. Whether the changes in these taxa contribute to survival or reflect demographic differences between the colonies (or both) remains unclear.
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Affiliation(s)
- Srinivas Thaduri
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | - Srisailam Marupakula
- Department of Forestry Mycology and Plant Pathology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | - Olle Terenius
- Department of Cellular and Molecular Biology, BioMedical Centre, Uppsala University, Husargatan 3, 751-24, Uppsala, Sweden
| | - Piero Onorati
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | | | - Barbara Locke
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden
| | - Joachim R de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07, Uppsala, Sweden.
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13
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Locke B, Thaduri S, Stephan JG, Low M, Blacquière T, Dahle B, Le Conte Y, Neumann P, de Miranda JR. Adapted tolerance to virus infections in four geographically distinct Varroa destructor-resistant honeybee populations. Sci Rep 2021; 11:12359. [PMID: 34117296 PMCID: PMC8196020 DOI: 10.1038/s41598-021-91686-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 05/28/2021] [Indexed: 11/22/2022] Open
Abstract
The ectoparasitic mite, Varroa destructor, is unarguably the leading cause of honeybee (Apis mellifera) mortality worldwide through its role as a vector for lethal viruses, in particular, strains of the Deformed wing virus (DWV) and Acute bee paralysis virus (ABPV) complexes. Several honeybee populations across Europe have well-documented adaptations of mite-resistant traits but little is known about host adaptations towards the virus infections vectored by the mite. The aim of this study was to assess and compare the possible contribution of adapted virus tolerance and/or resistance to the enhanced survival of four well-documented mite-resistant honeybee populations from Norway, Sweden, The Netherlands and France, in relation to unselected mite-susceptible honeybees. Caged adult bees and laboratory reared larvae, from colonies of these four populations, were inoculated with DWV and ABPV in a series of feeding infection experiments, while control groups received virus-free food. Virus infections were monitored using RT-qPCR assays in individuals sampled over a time course. In both adults and larvae the DWV and ABPV infection dynamics were nearly identical in all groups, but all mite-resistant honeybee populations had significantly higher survival rates compared to the mite-susceptible honeybees. These results suggest that adapted virus tolerance is an important component of survival mechanisms.
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Affiliation(s)
- Barbara Locke
- Department of Ecology, Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden.
| | - Srinivas Thaduri
- Department of Ecology, Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Jörg G Stephan
- Department of Ecology, Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Matthew Low
- Department of Ecology, Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Tjeerd Blacquière
- Bio-Interaction and Plant Health, Wageningen University and Research, Wageningen, The Netherlands
| | - Bjørn Dahle
- Department of Animal and Aquacultural Sciences, Norwegian University of Sciences, Kløfta, Ås, Norway
| | - Yves Le Conte
- Abeilles et Environnement, French National Institute for Agricultural Research, Avignon, France
| | - Peter Neumann
- Vetsuisse Faculty, University of Bern, Bern, Switzerland
- Agroscope, Swiss Bee Research Center, Bern, Switzerland
| | - Joachim R de Miranda
- Department of Ecology, Swedish Species Information Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden
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14
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Castelli L, Genchi García ML, Dalmon A, Arredondo D, Antúnez K, Invernizzi C, Reynaldi FJ, Le Conte Y, Beaurepaire A. Intra-Colonial Viral Infections in Western Honey Bees ( Apis Mellifera). Microorganisms 2021; 9:1087. [PMID: 34070128 PMCID: PMC8158351 DOI: 10.3390/microorganisms9051087] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/01/2021] [Accepted: 05/11/2021] [Indexed: 01/11/2023] Open
Abstract
RNA viruses play a significant role in the current high losses of pollinators. Although many studies have focused on the epidemiology of western honey bee (Apis mellifera) viruses at the colony level, the dynamics of virus infection within colonies remains poorly explored. In this study, the two main variants of the ubiquitous honey bee virus DWV as well as three major honey bee viruses (SBV, ABPV and BQCV) were analyzed from Varroa-destructor-parasitized pupae. More precisely, RT-qPCR was used to quantify and compare virus genome copies across honey bee pupae at the individual and subfamily levels (i.e., patrilines, sharing the same mother queen but with different drones as fathers). Additionally, virus genome copies were compared in cells parasitized by reproducing and non-reproducing mite foundresses to assess the role of this vector. Only DWV was detected in the samples, and the two variants of this virus significantly differed when comparing the sampling period, colonies and patrilines. Moreover, DWV-A and DWV-B exhibited different infection patterns, reflecting contrasting dynamics. Altogether, these results provide new insight into honey bee diseases and stress the need for more studies about the mechanisms of intra-colonial disease variation in social insects.
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Affiliation(s)
- Loreley Castelli
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo 11600, Uruguay; (L.C.); (D.A.); (K.A.)
| | - María Laura Genchi García
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), La Plata 1900, Buenos Aires, Argentina; (M.L.G.G.); (F.J.R.)
- Instituto Multidisciplinario de Biología Celular (IMBICE), La Plata 1900, Buenos Aires, Argentina
- Laboratorio de Virología, Facultad de Ciencias Veterinarias, Universidad Nacional de La Plata (LAVIR-FCV-UNLP), La Plata 1900, Buenos Aires, Argentina
| | - Anne Dalmon
- Abeilles et Environnement, INRAE, 84000 Avignon, France; (A.D.); (Y.L.C.)
| | - Daniela Arredondo
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo 11600, Uruguay; (L.C.); (D.A.); (K.A.)
| | - Karina Antúnez
- Laboratorio de Microbiología y Salud de las Abejas, Departamento de Microbiología, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo 11600, Uruguay; (L.C.); (D.A.); (K.A.)
| | - Ciro Invernizzi
- Sección Etología, Facultad de Ciencias, Montevideo 11400, Uruguay;
| | - Francisco José Reynaldi
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), La Plata 1900, Buenos Aires, Argentina; (M.L.G.G.); (F.J.R.)
- Laboratorio de Virología, Facultad de Ciencias Veterinarias, Universidad Nacional de La Plata (LAVIR-FCV-UNLP), La Plata 1900, Buenos Aires, Argentina
| | - Yves Le Conte
- Abeilles et Environnement, INRAE, 84000 Avignon, France; (A.D.); (Y.L.C.)
| | - Alexis Beaurepaire
- Abeilles et Environnement, INRAE, 84000 Avignon, France; (A.D.); (Y.L.C.)
- Institute of Bee Health, University of Bern, 3003 Bern, Switzerland
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15
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Daughenbaugh KF, Kahnonitch I, Carey CC, McMenamin AJ, Wiegand T, Erez T, Arkin N, Ross B, Wiedenheft B, Sadeh A, Chejanovsky N, Mandelik Y, Flenniken ML. Metatranscriptome Analysis of Sympatric Bee Species Identifies Bee Virus Variants and a New Virus, Andrena-Associated Bee Virus-1. Viruses 2021; 13:291. [PMID: 33673324 PMCID: PMC7917660 DOI: 10.3390/v13020291] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 01/22/2021] [Accepted: 02/03/2021] [Indexed: 12/11/2022] Open
Abstract
Bees are important plant pollinators in agricultural and natural ecosystems. High average annual losses of honey bee (Apis mellifera) colonies in some parts of the world, and regional population declines of some mining bee species (Andrena spp.), are attributed to multiple factors including habitat loss, lack of quality forage, insecticide exposure, and pathogens, including viruses. While research has primarily focused on viruses in honey bees, many of these viruses have a broad host range. It is therefore important to apply a community level approach in studying the epidemiology of bee viruses. We utilized high-throughput sequencing to evaluate viral diversity and viral sharing in sympatric, co-foraging bees in the context of habitat type. Variants of four common viruses (i.e., black queen cell virus, deformed wing virus, Lake Sinai virus 2, and Lake Sinai virus NE) were identified in honey bee and mining bee samples, and the high degree of nucleotide identity in the virus consensus sequences obtained from both taxa indicates virus sharing. We discovered a unique bipartite + ssRNA Tombo-like virus, Andrena-associated bee virus-1 (AnBV-1). AnBV-1 infects mining bees, honey bees, and primary honey bee pupal cells maintained in culture. AnBV-1 prevalence and abundance was greater in mining bees than in honey bees. Statistical modeling that examined the roles of ecological factors, including floral diversity and abundance, indicated that AnBV-1 infection prevalence in honey bees was greater in habitats with low floral diversity and abundance, and that interspecific virus transmission is strongly modulated by the floral community in the habitat. These results suggest that land management strategies that aim to enhance floral diversity and abundance may reduce AnBV-1 spread between co-foraging bees.
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Affiliation(s)
- Katie F. Daughenbaugh
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT 59717, USA; (K.F.D.); (B.R.)
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
| | - Idan Kahnonitch
- The Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 5290002, Israel; (I.K.); (Y.M.)
- Agroecology Lab, Newe Ya’ar Research Center, ARO, Ramat Yishay 30095, Israel; (N.A.); (A.S.)
| | - Charles C. Carey
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
| | - Alexander J. McMenamin
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT 59717, USA;
| | - Tanner Wiegand
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
| | - Tal Erez
- Entomology Department, ARO, The Volcani Center, Rishon Lezion 7528809, Israel; (T.E.); (N.C.)
| | - Naama Arkin
- Agroecology Lab, Newe Ya’ar Research Center, ARO, Ramat Yishay 30095, Israel; (N.A.); (A.S.)
- The Mina & Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat Gan 5290002, Israel
| | - Brian Ross
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT 59717, USA; (K.F.D.); (B.R.)
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
| | - Blake Wiedenheft
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT 59717, USA;
| | - Asaf Sadeh
- Agroecology Lab, Newe Ya’ar Research Center, ARO, Ramat Yishay 30095, Israel; (N.A.); (A.S.)
| | - Nor Chejanovsky
- Entomology Department, ARO, The Volcani Center, Rishon Lezion 7528809, Israel; (T.E.); (N.C.)
| | - Yael Mandelik
- The Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot 5290002, Israel; (I.K.); (Y.M.)
| | - Michelle L. Flenniken
- Department of Plant Sciences and Plant Pathology, Montana State University, Bozeman, MT 59717, USA; (K.F.D.); (B.R.)
- Pollinator Health Center, Montana State University, Bozeman, MT 59717, USA; (C.C.C.); (A.J.M.); (T.W.)
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT 59717, USA;
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16
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Le Conte Y, Meixner MD, Brandt A, Carreck NL, Costa C, Mondet F, Büchler R. Geographical Distribution and Selection of European Honey Bees Resistant to Varroa destructor. INSECTS 2020; 11:E873. [PMID: 33302465 PMCID: PMC7764010 DOI: 10.3390/insects11120873] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/26/2020] [Accepted: 12/03/2020] [Indexed: 01/12/2023]
Abstract
Developing resistance to the varroa mite in honey bees is a major goal for apicultural science and practice, the development of selection strategies and the availability of resistant stock. Here we present an extended literature review and survey of resistant populations and selection programs in the EU and elsewhere, including expert interviews. We illustrate the practical experiences of scientists, beekeepers, and breeders in search of resistant bees. We describe numerous resistant populations surviving without acaricide treatments, most of which developed under natural infestation pressure. Their common characteristics: reduced brood development; limited mite population growth; and low mite reproduction, may cause conflict with the interests of commercial beekeeping. Since environmental factors affect varroa mite resistance, particular honey bee strains must be evaluated under different local conditions and colony management. The resistance traits of grooming, hygienic behavior and mite reproduction, together with simple testing of mite population development and colony survival, are significant in recent selection programs. Advanced breeding techniques and genetic and physiological selection tools will be essential in the future. Despite huge demand, there is no well-established market for resistant stock in Europe. Moreover, reliable experience or experimental evidence regarding the resistance of stocks under different environmental and management conditions is still lacking.
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Affiliation(s)
- Yves Le Conte
- INRAE, Abeilles et Environnement, 84914 Avignon, France;
| | - Marina D. Meixner
- Landesbetrieb Landwirtschaft Hessen, Bee Institute, Erlenstrasse 9, 35274 Kirchhain, Germany; (M.D.M.); (A.B.); (R.B.)
| | - Annely Brandt
- Landesbetrieb Landwirtschaft Hessen, Bee Institute, Erlenstrasse 9, 35274 Kirchhain, Germany; (M.D.M.); (A.B.); (R.B.)
| | - Norman L. Carreck
- Carreck Consultancy Ltd., Woodside Cottage, Dragons Lane, Shipley RH13 8GD, West Sussex, UK;
- Laboratory of Apiculture and Social Insects, University of Sussex, Falmer, Brighton BN1 9QG, East Sussex, UK
| | - Cecilia Costa
- CREA Research Centre for Agriculture and Environment, via di Saliceto 80, 40128 Bologna, Italy;
| | - Fanny Mondet
- INRAE, Abeilles et Environnement, 84914 Avignon, France;
| | - Ralph Büchler
- Landesbetrieb Landwirtschaft Hessen, Bee Institute, Erlenstrasse 9, 35274 Kirchhain, Germany; (M.D.M.); (A.B.); (R.B.)
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17
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Guichard M, Dietemann V, Neuditschko M, Dainat B. Advances and perspectives in selecting resistance traits against the parasitic mite Varroa destructor in honey bees. Genet Sel Evol 2020; 52:71. [PMID: 33246402 PMCID: PMC7694340 DOI: 10.1186/s12711-020-00591-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 11/13/2020] [Indexed: 01/01/2023] Open
Abstract
Background In spite of the implementation of control strategies in honey bee (Apis mellifera) keeping, the invasive parasitic mite Varroa destructor remains one of the main causes of colony losses in numerous countries. Therefore, this parasite represents a serious threat to beekeeping and agro-ecosystems that benefit from the pollination services provided by honey bees. To maintain their stocks, beekeepers have to treat their colonies with acaricides every year. Selecting lineages that are resistant to infestations is deemed to be a more sustainable approach. Review Over the last three decades, numerous selection programs have been initiated to improve the host–parasite relationship and to support honey bee survival in the presence of the parasite without the need for acaricide treatments. Although resistance traits have been included in the selection strategy of honey bees, it has not been possible to globally solve the V. destructor problem. In this study, we review the literature on the reasons that have potentially limited the success of such selection programs. We compile the available information to assess the relevance of selected traits and the potential environmental effects that distort trait expression and colony survival. Limitations to the implementation of these traits in the field are also discussed. Conclusions Improving our knowledge of the mechanisms underlying resistance to V. destructor to increase trait relevance, optimizing selection programs to reduce environmental effects, and communicating selection outcomes are all crucial to efforts aiming at establishing a balanced relationship between the invasive parasite and its new host.
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Affiliation(s)
- Matthieu Guichard
- Agroscope, Swiss Bee Research Centre, Schwarzenburgstrasse 161, 3003, Bern, Switzerland.
| | - Vincent Dietemann
- Agroscope, Swiss Bee Research Centre, Schwarzenburgstrasse 161, 3003, Bern, Switzerland.,Department of Ecology and Evolution, Biophore, UNIL-Sorge, University of Lausanne, 1015, Lausanne, Switzerland
| | - Markus Neuditschko
- Agroscope, Swiss Bee Research Centre, Schwarzenburgstrasse 161, 3003, Bern, Switzerland
| | - Benjamin Dainat
- Agroscope, Swiss Bee Research Centre, Schwarzenburgstrasse 161, 3003, Bern, Switzerland
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18
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Yañez O, Piot N, Dalmon A, de Miranda JR, Chantawannakul P, Panziera D, Amiri E, Smagghe G, Schroeder D, Chejanovsky N. Bee Viruses: Routes of Infection in Hymenoptera. Front Microbiol 2020; 11:943. [PMID: 32547504 PMCID: PMC7270585 DOI: 10.3389/fmicb.2020.00943] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Accepted: 04/20/2020] [Indexed: 11/13/2022] Open
Abstract
Numerous studies have recently reported on the discovery of bee viruses in different arthropod species and their possible transmission routes, vastly increasing our understanding of these viruses and their distribution. Here, we review the current literature on the recent advances in understanding the transmission of viruses, both on the presence of bee viruses in Apis and non-Apis bee species and on the discovery of previously unknown bee viruses. The natural transmission of bee viruses will be discussed among different bee species and other insects. Finally, the research potential of in vivo (host organisms) and in vitro (cell lines) serial passages of bee viruses is discussed, from the perspective of the host-virus landscape changes and potential transmission routes for emerging bee virus infections.
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Affiliation(s)
- Orlando Yañez
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Bern, Switzerland
- Agroscope, Swiss Bee Research Centre, Bern, Switzerland
| | - Niels Piot
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Anne Dalmon
- INRAE, Unité de Recherche Abeilles et Environnement, Avignon, France
| | | | - Panuwan Chantawannakul
- Environmental Science Research Center, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
- Department of Biology, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | - Delphine Panziera
- General Zoology, Institute for Biology, Martin-Luther-University of Halle-Wittenberg, Halle (Saale), Germany
- Halle-Jena-Leipzig, German Centre for Integrative Biodiversity Research (iDiv), Leipzig, Germany
| | - Esmaeil Amiri
- Department of Biology, University of North Carolina at Greensboro, Greensboro, NC, United States
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC, United States
| | - Guy Smagghe
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
| | - Declan Schroeder
- Department of Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States
- School of Biological Sciences, University of Reading, Reading, United Kingdom
| | - Nor Chejanovsky
- Entomology Department, Institute of Plant Protection, The Volcani Center, Rishon LeZion, Israel
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19
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Varroa destructor: A Complex Parasite, Crippling Honey Bees Worldwide. Trends Parasitol 2020; 36:592-606. [PMID: 32456963 DOI: 10.1016/j.pt.2020.04.004] [Citation(s) in RCA: 196] [Impact Index Per Article: 39.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2020] [Revised: 03/24/2020] [Accepted: 04/09/2020] [Indexed: 11/20/2022]
Abstract
The parasitic mite, Varroa destructor, has shaken the beekeeping and pollination industries since its spread from its native host, the Asian honey bee (Apis cerana), to the naïve European honey bee (Apis mellifera) used commercially for pollination and honey production around the globe. Varroa is the greatest threat to honey bee health. Worrying observations include increasing acaricide resistance in the varroa population and sinking economic treatment thresholds, suggesting that the mites or their vectored viruses are becoming more virulent. Highly infested weak colonies facilitate mite dispersal and disease transmission to stronger and healthier colonies. Here, we review recent developments in the biology, pathology, and management of varroa, and integrate older knowledge that is less well known.
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20
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Beaurepaire A, Piot N, Doublet V, Antunez K, Campbell E, Chantawannakul P, Chejanovsky N, Gajda A, Heerman M, Panziera D, Smagghe G, Yañez O, de Miranda JR, Dalmon A. Diversity and Global Distribution of Viruses of the Western Honey Bee, Apis mellifera. INSECTS 2020; 11:E239. [PMID: 32290327 PMCID: PMC7240362 DOI: 10.3390/insects11040239] [Citation(s) in RCA: 112] [Impact Index Per Article: 22.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Revised: 04/07/2020] [Accepted: 04/08/2020] [Indexed: 12/31/2022]
Abstract
In the past centuries, viruses have benefited from globalization to spread across the globe, infecting new host species and populations. A growing number of viruses have been documented in the western honey bee, Apis mellifera. Several of these contribute significantly to honey bee colony losses. This review synthetizes the knowledge of the diversity and distribution of honey-bee-infecting viruses, including recent data from high-throughput sequencing (HTS). After presenting the diversity of viruses and their corresponding symptoms, we surveyed the scientific literature for the prevalence of these pathogens across the globe. The geographical distribution shows that the most prevalent viruses (deformed wing virus, sacbrood virus, black queen cell virus and acute paralysis complex) are also the most widely distributed. We discuss the ecological drivers that influence the distribution of these pathogens in worldwide honey bee populations. Besides the natural transmission routes and the resulting temporal dynamics, global trade contributes to their dissemination. As recent evidence shows that these viruses are often multihost pathogens, their spread is a risk for both the beekeeping industry and the pollination services provided by managed and wild pollinators.
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Affiliation(s)
- Alexis Beaurepaire
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, 3003 Bern, Switzerland;
- Agroscope, Swiss Bee Research Center, 3003 Bern, Switzerland
- UR Abeilles et Environnement, INRAE, 84914 Avignon, France;
| | - Niels Piot
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium; (N.P.); (G.S.)
| | - Vincent Doublet
- Institute of Evolutionary Ecology and Conservation Genomics, University of Ulm, 86069 Ulm, Germany;
| | - Karina Antunez
- Department of Microbiology, Instituto de Investigaciones Biológicas Clemente Estable, Montevideo 11600, Uruguay;
| | - Ewan Campbell
- Centre for Genome Enabled Biology and Medicine, University of Aberdeen, Aberdeen AB24 3FX, UK;
| | - Panuwan Chantawannakul
- Environmental Science Research Center (ESRC), Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand;
- Bee Protection Laboratory (BeeP), Department of Biology, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Nor Chejanovsky
- Entomology Department, Institute of Plant Protection, The Volcani Center, Rishon Lezion, Tel Aviv 5025001, Israel;
| | - Anna Gajda
- Laboratory of Bee Diseases, Institute of Veterinary Medicine, Warsaw University of Life Sciences, 02-787 Warsaw, Poland;
| | | | - Delphine Panziera
- Institute of Biology, Martin-Luther-University Halle-Wittenberg, 06120 Halle (Saale), Germany;
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany
| | - Guy Smagghe
- Laboratory of Agrozoology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium; (N.P.); (G.S.)
| | - Orlando Yañez
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, 3003 Bern, Switzerland;
- Agroscope, Swiss Bee Research Center, 3003 Bern, Switzerland
| | - Joachim R. de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, 750-07 Uppsala, Sweden;
| | - Anne Dalmon
- UR Abeilles et Environnement, INRAE, 84914 Avignon, France;
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21
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Yañez O, Chávez-Galarza J, Tellgren-Roth C, Pinto MA, Neumann P, de Miranda JR. The honeybee (Apis mellifera) developmental state shapes the genetic composition of the deformed wing virus-A quasispecies during serial transmission. Sci Rep 2020; 10:5956. [PMID: 32249797 PMCID: PMC7136270 DOI: 10.1038/s41598-020-62673-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 03/17/2020] [Indexed: 11/23/2022] Open
Abstract
The main biological threat to the western honeybee (Apis mellifera) is the parasitic mite Varroa destructor, largely because it vectors lethal epidemics of honeybee viruses that, in the absence of this mite, are relatively innocuous. The severe pathology is a direct consequence of excessive virus titres caused by this novel transmission route. However, little is known about how the virus adapts genetically during transmission and whether this influences the pathology. Here, we show that upon injection into honeybee pupae, the deformed wing virus type-A (DWV-A) quasispecies undergoes a rapid, extensive expansion of its sequence space, followed by strong negative selection towards a uniform, common shape by the time the pupae have completed their development, with no difference between symptomatic and asymptomatic adults in either DWV titre or genetic composition. This suggests that the physiological and molecular environment during pupal development has a strong, conservative influence on shaping the DWV-A quasispecies in emerging adults. There was furthermore no evidence of any progressive adaptation of the DWV-A quasispecies to serial intra-abdominal injection, simulating mite transmission, despite the generation of ample variation immediately following each transmission, suggesting that the virus either had already adapted to transmission by injection, or was unaffected by it.
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Affiliation(s)
- Orlando Yañez
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Bern, CH-3000, Switzerland
| | - Julio Chávez-Galarza
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Sta. Apolónia, 5300-253, Bragança, Portugal
- Instituto Nacional de Innovación Agraria (INIA), Av. La Molina, 1981, Lima, Perú
| | | | - M Alice Pinto
- Centro de Investigação de Montanha (CIMO), Instituto Politécnico de Bragança, Campus de Sta. Apolónia, 5300-253, Bragança, Portugal
| | - Peter Neumann
- Institute of Bee Health, Vetsuisse Faculty, University of Bern, Bern, CH-3000, Switzerland
| | - Joachim R de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, 750 07, Sweden.
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22
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van Alphen JJM, Fernhout BJ. Natural selection, selective breeding, and the evolution of resistance of honeybees ( Apis mellifera) against Varroa. ZOOLOGICAL LETTERS 2020; 6:6. [PMID: 32467772 PMCID: PMC7236208 DOI: 10.1186/s40851-020-00158-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Accepted: 04/03/2020] [Indexed: 05/21/2023]
Abstract
We examine evidence for natural selection resulting in Apis mellifera becoming tolerant or resistant to Varroa mites in different bee populations. We discuss traits implicated in Varroa resistance and how they can be measured. We show that some of the measurements used are ambiguous, as they measure a combination of traits. In addition to behavioural traits, such as removal of infested pupae, grooming to remove mites from bees or larval odours, small colony size, frequent swarming, and smaller brood cell size may also help to reduce reproductive rates of Varroa. Finally, bees may be tolerant of high Varroa infections when they are resistant or tolerant to viruses implicated in colony collapse. We provide evidence that honeybees are an extremely outbreeding species. Mating structure is important for how natural selection operates. Evidence for successful natural selection of resistance traits against Varroa comes from South Africa and from Africanized honeybees in South America. Initially, Varroa was present in high densities and killed about 30% of the colonies, but soon after its spread, numbers per hive decreased and colonies survived without treatment. This shows that natural selection can result in resistance in large panmictic populations when a large proportion of the population survives the initial Varroa invasion. Natural selection in Europe and North America has not resulted in large-scale resistance. Upon arrival of Varroa, the frequency of traits to counter mites and associated viruses in European honey bees was low. This forced beekeepers to protect bees by chemical treatment, hampering natural selection. In a Swedish experiment on natural selection in an isolated mating population, only 7% of the colonies survived, resulting in strong inbreeding. Other experiments with untreated, surviving colonies failed because outbreeding counteracted the effects of selection. If loss of genetic variation is prevented, colony level selection in closed mating populations can proceed more easily, as natural selection is not counteracted by the dispersal of resistance genes. In large panmictic populations, selective breeding can be used to increase the level of resistance to a threshold level at which natural selection can be expected to take over.
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Affiliation(s)
- Jacques J. M. van Alphen
- Naturalis Biodiversity Centre, 2333 CR Leiden, The Netherlands
- Arista Bee Research Foundation, Nachtegaal 2, 5831 WL Boxmeer, The Netherlands
| | - Bart Jan Fernhout
- Arista Bee Research Foundation, Nachtegaal 2, 5831 WL Boxmeer, The Netherlands
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23
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Thaduri S, Stephan JG, de Miranda JR, Locke B. Disentangling host-parasite-pathogen interactions in a varroa-resistant honeybee population reveals virus tolerance as an independent, naturally adapted survival mechanism. Sci Rep 2019; 9:6221. [PMID: 30996279 PMCID: PMC6470206 DOI: 10.1038/s41598-019-42741-6] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 04/08/2019] [Indexed: 12/03/2022] Open
Abstract
The ectoparasitic mite, Varroa destructor, is unarguably the leading cause of honeybee (Apis mellifera) mortality worldwide through its role as a vector for lethal viruses, in particular, strains of the Deformed wing virus (DWV) and Acute bee paralysis virus (ABPV) complexes. This multi-level system of host-parasite-pathogen interactions makes it difficult to investigate effects of either the mite or the virus on natural host survival. The aim of this study was to remove confounding effects of varroa to examine the role of virus susceptibility in the enhanced survival of a naturally adapted Swedish mite-resistant (MR) honeybee population, relative to mite-susceptible (MS) honeybees. Caged adult bees and laboratory reared larvae, from varroa-free colonies, were inoculated with DWV and ABPV in a series of feeding infection experiments, while control groups received virus-free food. Virus infections were monitored using RT-qPCR assays in individuals sampled over a time course. In both adults and larvae the DWV and ABPV infection dynamics were nearly identical between MR and MS groups, but MS adults suffered significantly higher mortality than MR adults. Results suggest virus tolerance, rather than reduced susceptibility or virus resistance, is an important component of the natural survival of this honeybee population.
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Affiliation(s)
- Srinivas Thaduri
- Department of Ecology, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Jörg G Stephan
- Department of Ecology, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Joachim R de Miranda
- Department of Ecology, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden
| | - Barbara Locke
- Department of Ecology, Swedish University of Agricultural Sciences, 75007, Uppsala, Sweden.
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