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Seroprevalence of IgG-antibodies against Borrelia burgdorferi sensu lato, Anaplasma phagocytophilum, and tick-borne en-cephalitis (TBE) virus in horses in southern Norway

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27 February 2025

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28 February 2025

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Abstract
Ixodes ricinus ticks play a crucial role as carriers of diseases, transmitting pathogens to vertebrate hosts, including horses. This study aimed to investigate the seroprevalence of IgG-antibodies against Borrelia burgdorferi sensu lato (s. l.), Anaplasma phagocytophilum and tick-borne encephalitis virus (TBE-virus) in equine sera collected in southern Norway. In total, sera from 331 horses stabled in four counties (Agder, Vestfold & Telemark, Vestland, and Viken) were analyzed by immunoblot. In total, 66 % of the horses were IgG seropositive for antibodies against one or multiple tick-borne pathogens. The highest seroprevalence was detected against B. burgdorferi s. l. (47 %), followed by A. phagocytophilum (34 %) and TBE-virus (10 %). A significant difference between the counties regarding IgG-antibodies against A. phagocytophilum was found, with the highest seroprevalence in horses stabled in coastal areas of Agder and Vestland. In conclusion, the study demonstrates that horses in southern Norway are at a high risk of contracting tick-borne infections.
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1. Introduction

Ticks transmit a variety of pathogens affecting both human and animal health. Several tick species are present in Norway, however Ixodes ricinus is the main tick vector of medical importance [1]. Norway constitutes part of the northern border for the geographical distribution of I. ricinus [2], and a recent expansion of I. ricinus’ range northwards and to higher altitudes has been indicated [2,3,4]. However, the tick is still mainly found along the coastal regions from Viken County in the southeast to Brønnøysund in Nordland County in the north [2,3,4]. Further north and inland, the Scandinavian Mountains stand as defining features of the country’s landscape, and the cold temperatures and long-lasting snow cover play a pivotal role in preventing tick survival in these areas [5].
I. ricinus transmits an extensive range of viral, bacterial, and protozoan pathogens to vertebrate hosts [6]. To date, Borrelia burgdorferi sensu lato (s. l., subtypes: B. afzelii, B. garinii, B. burgdorferi sensu stricto, B. valaisiana, B. finlandensis and B. spielmanii) [7,8,9], Anaplasma phagocytophilum [10], tick-borne encephalitis virus (TBE-virus, Western subtype) [11], Neoerlichia mikurensis [12], Rickettsia helvetica [13], Borrelia miyamotoi [14], and Babesia spp. [15], have been detected in host-seeking ticks collected in Norway. Furthermore, Bartonella spp. has been detected in ticks attached to moose [16]. However, B. burgdorferi s. l. and TBE-virus are responsible for the vast majority of the human tick-borne infections in Norway [17], whereas A. phagocytophilum is the most reported cause of infection in domestic animals [18].
The knowledge regarding the occurrence and impact of tick-borne infections in horses is limited. Infections with B. burgdorferi s. l., A. phagocytophilum or TBE-virus are in most cases found to be subclinical or present with general, diffuse, and usually self-limiting clinical signs [19,20,21]. However, infections with these pathogens can in some cases lead to more severe symptoms, such as acute febrile disease, equine neuroborreliosis, or encephalomyelitis [18,22,23,24]. Seroprevalence studies in domestic animals provide information on the risk of acquiring tick-borne infections in an area and increase awareness of tick-borne agents as potential causes of diffuse, general, or neurological clinical signs in horses. In addition, seroprevalence studies also serve as an important surveillance tool from a One-Health perspective.
The aim of this study was to investigate the seroprevalence of IgG-antibodies against B. burgdorferi s. l., A. phagocytophilum and TBE-virus in horses in southern Norway. Furthermore, the study aimed to evaluate the potential impact of factors that could increase the risk of acquiring tick-borne infection, such as geographic location, the horses’ age, sex, fur color, and paddock substrate.

2. Materials and Methods

2.1. Sample Collection

The study aimed to recruit 85 horses from each of four counties1 in southern Norway (Agder, Vestfold & Telemark, Vestland, and Viken) during the years 2021-2023, either through direct communication with the owners (Group 1) or through the Central Laboratory at the Norwegian University of Life Sciences (Group 2).
In Group 1, written consent for inclusion and collection of blood samples for testing of IgG-antibodies against tick-borne pathogens was obtained from the owners (Declaration of Consent S1). The inclusion criteria were as follows: Geographic location of residence in one of the abovementioned counties, and possible tick exposure (either in paddock/outdoor area, when being trained, or being led on walks). The owners were asked to complete a questionnaire regarding the horses’ age, color, sex, breed, home county, travel activity, instances of observed attached ticks on the horse, and any antibiotic treatment administered in association with tick-bite (Declaration of Consent S1). The blood samples were collected by veterinarians and stored at room temperature for one to two hours to ensure clotting before centrifugation at 1800xg for 12 min. The serum was removed, aliquoted in microtubes, and stored at -20 ˚C until further analyses.
In Group 2, all samples were residue sera from clinical samples, donated by horse owners from horses residing in Viken County. The exact location of the stables was not available. Data such as age, breed, and sex were collected when available. Sera were stored at -20 ˚C until further analyses.

2.2. IgG-Antibody Testing

Sera were analyzed using the EUROLINE Tick-Borne Profile 1 Horse (IgG) kit (EUROIMMUN Medizinische Labordiagnostika AG, 23560 Lübeck, Germany), targeting IgG-antibodies against B. burgdorferi s. l. (VIsE, OspC (p25) and p100), A. phagocytophilum (MSP-2) and TBE-virus (gpE), according to the manufacturer’s instructions. The immunoblot test is based on purified and biochemically characterized antigens applied to membrane strips. Each antigen is fixed to separate membrane fragments, and the antigen bands are located at defined positions on the membrane. Each strip has a control band that ensures the correct performance of the individual incubation steps. Results were automatically evaluated by the EUROLineScan program, and borderline results were interpreted as negative. According to the manufacturer, due to the high quality of the antigen substrate used, no cross-reaction of B. burgdorferi s. l. with other species is suspected. However, cross-reactions between A. phagocytophilum and Anaplasma platys, Ehrlichia, and Rickettsia have been reported. Furthermore, they state that cross-reactivity with other flaviviruses leading to false positive TBE-virus results cannot be excluded, but the use of recombinant antigens significantly reduces the probability of cross-reactions.

2.3. Statistics

Statistical analyses were performed using the Person Chi-square test in STATA/SE 17.0 (STATA Corp. 2021). P-values < 0.05 were considered significant.

2.4. Spatial Visualization

The sample locations were mapped using R [25] with the ggplot2 [26] and sf [27] packages. Municipality boundaries were obtained from the rnaturalearth package, and sample locations were aggregated based on unique spatial coordinates. An inset map of Norway was included to indicate the zoomed-in region. The final map was exported as a high-resolution TIFF.

2.5. Ethical Approval

The study was ethically approved by the Norwegian Food Safety Authority, ID: FOTS id 27557.

3. Results

3.1. Demographic Characteristics

The demographic characteristics of the horse population are summarized in Table S1. In total, 331 horses were included in the study: 85 horses residing in Agder, 85 in Vestfold & Telemark, 84 in Vestland, and 77 in Viken (Figure 1). The stables in Agder and Vestland were located < 15 km from the coast and defined as coastal, whereas the stables in Vestfold & Telemark were located 60–120 km from the coast and defined as inland. The location of the stables for 71/77 horses in Viken County was unknown. In total, 169 horses were from coastal areas and 91 from inland regions. All horse owners in Agder, Vestfold & Telemark, Vestland, and 6 of the 77 horse owners from Viken, were contacted through direct communication, and all owners completed the questionnaire (Group 1, n = 260). The remaining samples from Viken were residual sera from clinical laboratory testing (Group 2, n = 71).
The age of the horses ranged from 4 months to 33 years (mean: 11.5 years, median: 11 years), with 136 females, 173 males (26 stallions and 147 geldings), and 22 of unreported sex. The horses were of a variety of breeds, with Icelandic horse (n = 47), Coldblooded trotter (n = 45), and Warmblooded trotter (n = 41) being the most common (Table S2). The horses were stabled at equestrian centers (n = 150) or in privately owned stables (n = 62), however, information regarding stabling was not available for all horses (n = 119). The outside areas (paddocks) had grass (n = 94) or sand (n = 118) as substrate. In Group 1, horse owners reported having removed ticks from 67 % (57/85) of the horses stabled in Agder, 51 % (43/85) in Vestfold & Telemark, and 45 % (38/84) in Vestland. In addition, 4/6 owners in Viken had removed ticks from their horses. Only one of the 260 horse owners reported antibiotic treatment of the horse due to tick-borne infections. A total of 51 % (132/260) owners reported that their horse had not been outside their residential county, whereas 48 % (124/260) reported travel activity outside their home county. Of these, 104 horses had been only in counties within southern Norway, whereas 20 had been abroad.

3.2. Seroprevalence of Tick-Borne Pathogens in Horses in Southern Norway

The seroprevalence of IgG-antibodies against tick-borne pathogens in horses in southern Norway was high throughout the study area (Table 1). In total, 66 % of the horses were IgG seropositive for one or multiple tick-borne pathogens, ranging from 51 % (Viken) to 80 % (Vestland). There was a significantly higher overall seroprevalence in horses stabled in coastal areas (51 %, n = 169) compared to inland areas (26 %, n = 85) (p = 0.006).
For each pathogen, the overall seroprevalence in southern Norway of B. burgdorferi s. l., A. phagocytophilum and TBE-virus were 49 %, 34 %, and 10 %, respectively. A significant difference in the seroprevalence of IgG-A. phagocytophilum between counties was found (p = 0.005) (Figure 2). The highest seroprevalence was observed in Vestland (53 %) and Agder (51 %) while the lowest was found in Viken (16 %) and Vestfold & Telemark (14 %). However, no significant difference in the seroprevalence between counties was found for IgG-B. burgdorferi s. l. (p = 0.054) or IgG-TBE virus (p = 0.731).
Furthermore, significantly higher seroprevalence of IgG-antibodies against tick-borne pathogens was seen in horses using paddocks with grass substrate (82 %, 77/94), compared to horses using sand-covered paddocks (65 %, 77/118) (p = 0.007). Moreover, IgG-antibodies were demonstrated in all age groups, however, the seroprevalence was significantly higher in the age group 6–20 years (73 %, 129/176) compared to the age group < 5 years (53 %, 36/68) and > 20 years (63 %, 22/35) (p = 0.041).
No significant differences were found between the most common breeds; Icelandic horse (64 %, 30/47), Coldblooded trotter (51 %, 23/45), and Warmblooded trotter (66 %, 27/41) (p > 0.05). Additionally, there were no significant differences regarding fur colours (brown: 73 % (79/109), red: 76 % (29/38), white: 54 % (37/20), black: 62 % (16/26), beige: 80 % (20/25) pinto/multicolored: 79 % (11/14), ( p = 0.150), or sex (mare: 71 %, 97/139, stallion: 64 %, 13/26, gelding: 50 %, 94/147, p = 0.081).
Blood samples were collected during winter (December–February), spring (March-May), or fall (September–November) (Table S1). A significant difference of IgG-antibodies against A. phagocytophilum depending on the time of sampling was found, with the highest seroprevalence in the samples collected during winter (40 %, 57/143), followed by fall (35 %, 41/118) and spring (20 %, 14/70) (p = 0.015). No other significant differences in seroprevalence related to the time of sampling were found.

4. Discussion

This study is to our knowledge the first to investigate seroprevalence of IgG-antibodies against three tick-borne pathogens in horses in Scandinavia. A high seroprevalence of IgG-antibodies against B. burgdorferi s. l., A. phagocytophilum and TBE-virus in horses was found throughout southern Norway. Here, I. ricinus population densities are generally higher in coastal areas compared to inland areas [28]. Although the seroprevalence was significantly higher in horses stabled in coastal regions in the present study (< 15 km from the coast; Vestland and Agder), a high seroprevalence was also found in horses stabled further inland (> 60 km from the coast: Vestfold & Telemark), where a lower tick population density is found. However, despite the generally lower tick population density in inland regions, local I. ricinus populations exist, demonstrating the risk for equine infections also here. Furthermore, several owners reported traveling activity outside their resident county, and their horses may have been exposed to tick bites elsewhere. Nonetheless, in most cases the traveling was within southern Norway, supporting the notion of a high risk of infection in this region.
The average equine seroprevalence of A. phagocytophilum in the present study was 34 %. Previous studies from Norway and other Scandinavian countries have reported lower seroprevalences in horses; 4 % in Norway [29], 17 % in Sweden [30], and 22 % in Denmark [31]. Elsewhere in Europe, the seroprevalences range from 0 to 73 % [18,21,32,33,34,35]. In the present study, the seroprevalence of A. phagocytophilum was significantly higher in the counties Agder and Vestland compared to the counties Vestfold & Telemark and Viken. The reason for this difference is unknown but may be due to variations in the prevalence of A. phagocytophilum in host-seeking ticks across the included regions, as previous studies have found significant variability (0–11,5%) [9,36,37,38,39]. It could also be due to the presence of different A. phagocytophilum variants [40], having varying pathogenicity and serological responses. Additionally, a speculative contributing factor to the high seroprevalence found in Agder and Vestland counties could be cross-reactivity with other agents present here. According to the manufacturer of the EUROLINE kit applied in the present study, cross-reactions with A. platys, Ehrlichia, and Rickettsia may occur. But, as A. platys is mainly distributed in the southern hemisphere [41], as there are no reports of the detection of Ehrlichia species in Norway, and as the prevalence of Rickettsia spp. in host-seeking ticks in Norway is low [9,13], we suggest that the most probable candidate for cross-reactions in this region is N. mikurensis. Although not demonstrated for the EUROLINE kit, cross-reactivity between A. phagocytophilum and N. mikurensis has been demonstrated when applying immunofluorescence assays (IFA) and polymerase chain reaction (PCR) [42]. A relatively high prevalence (up to 22 %) of N. mikurensis has been detected in questing I. ricinus in coastal areas in southern Norway [9,36,43], which implies a risk for equine infection and possible cross-reactivity in serological analyses. Further research is necessary to investigate whether the high seroprevalence of A. phagocytophilum in equine sera in Agder and Vestland counties is due to cross-reactions. If it is true, the causative factors should be elucidated. Furthermore, seroprevalence may increase during seasons of tick exposure [44]. Accordingly, a higher A. phagocytophilum seropositivity was observed in samples collected during fall and winter compared to spring. However, no such effect was found for seropositivity against B. burgdorferi s. l. or TBE-virus. This may indicate a shorter analytical time frame for detecting A. phagocytophilum IgG-antibodies in sera using the EUROIMMUNE kit, indicating that future serologic studies should consider timing of blood sampling.
The average seroprevalence of antibodies against B. burgdorferi s. l. was 47 %, which is at the high end of what has been found in horses elsewhere in Europe, where it ranges from 6 to 48 % [18,32,33,35,45,46]. It is also higher than what has been reported in horses from other Scandinavian countries, with an average seroprevalence of 17 % in Sweden [30] and 29 % in Denmark [31]. Notably, the seroprevalence on the island Bornholm, an area previously found to have the highest tick density in Denmark, was 60 % [31]. One explanation for the high seroprevalence in the present study may be a high tick-population density, combined with a high prevalence of B. burgdorferi s. l. in questing I. ricinus. The majority of the horses (65 %) in Group 1 in the present study were stabled in tick-endemic areas, where previous studies have reported a high prevalence of B. burgdorferi s. l. in questing ticks (16–27 %) [7,9,36]. This is also at the high end of what has been reported elsewhere in Europe; a meta-study found significant differences in the prevalence of B. burgdorferi s. l. in questing I. ricinus in different regions in Europe, with region averages ranging from 3 to 22 % [47]. Although the high tick-population density and the high prevalence of B. burgdorferi s. l. in ticks are probable causes for the high seropositivity found in the present study, further research is needed to verify these assumptions.
The seroprevalence of IgG-antibodies against TBE-virus in horses in southern Norway was on average 10 %. To our knowledge, this is the first Scandinavian study investigating the seroprevalence of TBE-virus in horses, however, elsewhere in Europe the seroprevalence is reported to range from 0 to 37 % [48,49,50,51,52,53,54]. Previously, seroprevalence of TBE-virus was investigated in cows from five farms across Norway, and antibodies were detected in 88 % of the cows in the southernmost farm, however, no seropositivity was found elsewhere [55]. Furthermore, the seroprevalence in wild cervids has been reported to be 5 % nationwide [56], and 41 % in an endemic area [57], demonstrating the different risk levels in different regions within Norway. Accordingly, studies on human seroprevalence in Norway also vary from 0 to 2.4 %, depending on the region [17,58]. Furthermore, although the average prevalence of TBE-virus in nymphal and adult I. ricinus in Norway is low (0.3 % and 4.3 %, respectively), it varies greatly between sites and counties (range 0 % to 21 %) [59]. Hence, the risk of TBE infection shows considerable geographic variation in Norway, and human cases are reported in three of the four counties investigated in the present study (Agder, Vestfold & Telemark, and Viken) [60]. No report of human cases in Vestland County has been made so far, and a seroprevalence study among blood donors reported zero seropositivity in the county [61]. It is unknown why no human cases are reported from the south-western coast of Norway as ticks and TBE-virus are prevalent also here. Speculations include underdiagnosis, the presence of less pathogenic virus variants, or differences in human behavior [59]. However, the present study found that the seropositivity in horses in Vestland is at the same level as in counties with human cases, demonstrating the risk of (equine) infection also in this region.
Although the seroprevalence of TBE-virus in horses found in the present study was within the range found in Europe, the choice of the assay may have impacted the results. According to the manufacturer of the EUROLINE kit applied in the current study, cross-reactions with other flaviviruses leading to false positive TBV results cannot be excluded. Loping ill virus (LIV) is a flavivirus closely related to TBE-virus, and although there is a lack of detected infection in ticks [62] and rare reports of the disease [63], seropositivity of 15 % in cervids in a location in southern Norway was reported [57]. In a serological screening for TBE-virus in reindeer from high-altitude areas of inland regions in Norway indicated that a flavivirus other than the TBE-virus, such as LIV, could be circulating among these animals [64]. In conclusion, although the use of recombinant antigens in this study significantly reduces the probability of serological cross-reactions between TBE-virus and LIV or other flaviviruses, this cannot be excluded. Further investigation is needed to verify the findings. Nevertheless, our findings indicate that horses are at risk of acquiring viral infection after tick-bite, and TBE should be included in the differential diagnosis list in horses with neurological symptoms.
Contrary to a previous study that found a higher seroprevalence in females compared to geldings and stallions [65], the study did not support this. Also, although Warm- and Cold-blooded trotters generally spend more time on racing tracks for competition training and less time in environments with potential tick exposure compared to breeds such as Icelandic horses, no correlation between breed and seropositivity was found, indicating that all breeds are at risk of tick infestation. Furthermore, across breeds, a significantly higher seroprevalence of IgG-antibodies was found among the horses with paddocks with a grassy substrate, compared to horses with paddocks with a sandy substrate, indicating that tick repellants should be considered for all breeds, especially if they have paddocks with a grassy substrate.
In the present study, only IgG antibodies were investigated. The detection of antibodies in the serum does not necessarily mean that the animals have an acute infection. All horses in Group 1 were assumed healthy and were asymptomatic for the pathogens considered here. Furthermore, all horses in Group 2 had drawn blood for random diagnostic samples, and no suspicion of tick-borne disease in any of the horses was reported. Antibodies against tick-borne pathogens are previously reported to last for several months to years in horses [65], which could contribute to the high seroprevalence reported in the present study. However, a high seroprevalence was found across all age groups, including foals, indicating a high risk of infection throughout southern Norway. At the same time, high seroprevalence without confirmed clinical cases may indicate a low risk of disease after infection. Also, the overall high seroprevalence found in this study could relate to sampling bias. Possible tick exposure was an inclusion criterion for the horses recruited directly through their owners (Group 1), hence, these horses may have had a higher risk of tick bites than the general population.
The incidence rates of human tick-borne infections in Norway are increasing [60], demonstrating the importance of surveillance. Although horses may be used as sentinel animals, the findings should be considered carefully, as some horses have a travel history which may make the assessment of the risk of tick-borne infections in a certain area difficult. However, although less reliable compared to stationary sentinel animals, there are some advantages of using horses including easy access to animals and good knowledge of their travel history.

5. Conclusions

The equine seroprevalence of antibodies against B. burgdorferi s. l., A. phagocytophilum and TBE-virus were high throughout southern Norway. In contrast to the other pathogens, the seroprevalence of A. phagocytophilum showed marked geographical differences, however, further investigation is needed to determine whether this variation reflects differences in A. phagocytophilum prevalence in ticks in different areas, or if it is due to the presence of different variants of A. phagocytophilum or cross-reacting agents in some regions. The study also found that paddock substrates influenced seroprevalence. Horses with grassy paddocks had higher seroprevalence, indicating the need for tick repellents in such environments. No significant correlation was found between breed and seroprevalence, or sex and seroprevalence, suggesting that all breeds and both sexes are at risk of tick infestation. In conclusion, the current study shows a high risk of acquiring tick-borne infections for horses stabled throughout southern Norway, indicating the need for increased awareness and implementation of preventive measures to reduce tick infestation.

Supplementary Materials

The following supporting information can be downloaded at the website of this paper posted on Preprints.org, Declaration of Consent S1: Declaration of Consent, Table S1: Demographic characteristics from the questionnaire, and information regarding the stables included, Table S2: An overview of horse breeds in the study.

Author Contributions

Conceptualization, H.K., C.S and V.K.; methodology, H.K, C.S and V.K.; validation, H.K., C.S. and V.K.; formal analysis, H.K.; investigation, H.K.; resources, H.K. and A.H.H.; data curation, H.K.; writing—original draft preparation, H.K., C.S and V.K.; writing—review and editing, H.K., C.S., A.H.H, S.S. and V.K.; visualization,.; supervision, C.S and V.K.; project administration, H.K. and V.K. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The animal study protocol was approved by the Institutional Review Board (or Ethics Committee) of the Norwegian Food Safety Authority, protocol code FOTS id 27557 (22.06.2021).

Informed Consent Statement

Written informed consent was obtained from the owner of the animals (or an authorized agent for the owner) (Declaration of Consent S1).

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding author. The data is not publicly available due to privacy or ethical restrictions.

Acknowledgments

In The authors wish to express their gratitude to the veterinarians Marte Qvalben, Maria Torgersen, Erling Frivold, Ragnhild Diesen, Mari C. Lyngholt, Simen Foyn Nørstebø for their time and effort related to the blood sampling. Additionally, we extend our sincere thanks to all the horse owners for their invaluable contributions to this study. We would also like to thank Stian Borg-Stoveland for creating the map.

Conflicts of Interest

The authors declare no conflict of interest

Note

1
In January 2024, Vestfold & Telemark County was split into two counties; Vestfold and Telemark, whereas Viken County was split into three counties; Østfold, Akershus, and Buskerud.

References

  1. Kjaer, L.J.; Soleng, A.; Edgar, K.S.; Lindstedt, H.E.H.; Paulsen, K.M.; Andreassen, A.K.; Korslund, L.; Kjelland, V.; Slettan, A.; Stuen, S.; et al. A large-scale screening for the taiga tick, Ixodes persulcatus, and the meadow tick, Dermacentor reticulatus, in southern Scandinavia, 2016. Parasit Vectors 2019, 12, 338. [Google Scholar] [CrossRef]
  2. Soleng, A.; Edgar, K.S.; Paulsen, K.M.; Pedersen, B.N.; Okbaldet, Y.B.; Skjetne, I.E.B.; Gurung, D.; Vikse, R.; Andreassen, A.K. Distribution of Ixodes ricinus ticks and prevalence of tick-borne encephalitis virus among questing ticks in the Arctic Circle region of northern Norway. Ticks Tick Borne Dis 2018, 9, 97–103. [Google Scholar] [CrossRef]
  3. Mehl, R. The distribution and host relations of Norwegian ticks (Acari, Ixodides). 1983.
  4. Hvidsten, D.; Stuen, S.; Jenkins, A.; Dienus, O.; Olsen, R.S.; Kristiansen, B.E.; Mehl, R.; Matussek, A. Ixodes ricinus and Borrelia prevalence at the Arctic Circle in Norway. Ticks Tick Borne Dis 2014, 5, 107–112. [Google Scholar] [CrossRef] [PubMed]
  5. Jore, S.; Vanwambeke, S.O.; Viljugrein, H.; Isaksen, K.; Kristoffersen, A.B.; Woldehiwet, Z.; Johansen, B.; Brun, E.; Brun-Hansen, H.; Westermann, S.; et al. Climate and environmental change drives Ixodes ricinus geographical expansion at the northern range margin. Parasit Vectors 2014, 7, 11. [Google Scholar] [CrossRef] [PubMed]
  6. Otranto, D.; Wall, R. New strategies for the control of arthropod vectors of disease in dogs and cats. Med Vet Entomol 2008, 22, 291–302. [Google Scholar] [CrossRef] [PubMed]
  7. Kjelland, V.; Stuen, S.; Skarpaas, T.; Slettan, A. Prevalence and genotypes of Borrelia burgdorferi sensu lato infection in Ixodes ricinus ticks in southern Norway. Scand J Infect Dis 2010, 42, 579–585. [Google Scholar] [CrossRef]
  8. Kjelland, V.; Ytrehus, B.; Vikorren, T.; Stuen, S.; Skarpaas, T.; Slettan, A. Borrelia burgdorferi sensu lato detected in skin of Norwegian mountain hares (Lepus timidus) without signs of dissemination. J Wildl Dis 2011, 47, 293–299. [Google Scholar] [CrossRef]
  9. Kjaer, L.J.; Klitgaard, K.; Soleng, A.; Edgar, K.S.; Lindstedt, H.E.H.; Paulsen, K.M.; Andreassen, A.K.; Korslund, L.; Kjelland, V.; Slettan, A.; et al. Spatial patterns of pathogen prevalence in questing Ixodes ricinus nymphs in southern Scandinavia, 2016. Sci Rep 2020, 10, 19376. [Google Scholar] [CrossRef]
  10. Rosef, O.; Radzijevskaja, J.; Paulauskas, A.; Haslekas, C. The prevalence of Anaplasma phagocytophilum in host-seeking Ixodes ricinus ticks in Norway. Clin Microbiol Infect 2009, 15 Suppl 2, 43–45. [Google Scholar] [CrossRef]
  11. Andreassen, A.; Jore, S.; Cuber, P.; Dudman, S.; Tengs, T.; Isaksen, K.; Hygen, H.O.; Viljugrein, H.; Ånestad, G.; Ottesen, P. Prevalence of tick borne encephalitis virus in tick nymphs in relation to climatic factors on the southern coast of Norway. Parasites & vectors 2012, 5, 177. [Google Scholar]
  12. Jenkins, A.; Raasok, C.; Pedersen, B.N.; Jensen, K.; Andreassen, A.; Soleng, A.; Edgar, K.S.; Lindstedt, H.H.; Kjelland, V.; Stuen, S.; et al. Detection of Candidatus Neoehrlichia mikurensis in Norway up to the northern limit of Ixodes ricinus distribution using a novel real time PCR test targeting the groEL gene. BMC Microbiol 2019, 19, 199. [Google Scholar] [CrossRef]
  13. Quarsten, H.; Skarpaas, T.; Fajs, L.; Noraas, S.; Kjelland, V. Tick-borne bacteria in Ixodes ricinus collected in southern Norway evaluated by a commercial kit and established real-time PCR protocols. Ticks Tick Borne Dis 2015, 6, 538–544. [Google Scholar] [CrossRef] [PubMed]
  14. Kjelland, V.; Rollum, R.; Korslund, L.; Slettan, A.; Tveitnes, D. Borrelia miyamotoi is widespread in Ixodes ricinus ticks in southern Norway. Ticks Tick Borne Dis 2015, 6, 516–521. [Google Scholar] [CrossRef] [PubMed]
  15. Oines, O.; Radzijevskaja, J.; Paulauskas, A.; Rosef, O. Prevalence and diversity of Babesia spp. in questing Ixodes ricinus ticks from Norway. Parasit Vectors 2012, 5, 156. [Google Scholar] [CrossRef]
  16. Sacristan, C.; das Neves, C.G.; Suhel, F.; Sacristan, I.; Tengs, T.; Hamnes, I.S.; Madslien, K. Bartonella spp. detection in ticks, Culicoides biting midges and wild cervids from Norway. Transbound Emerg Dis 2021, 68, 941–951. [Google Scholar] [CrossRef]
  17. Thortveit, E.T.; Aase, A.; Petersen, L.B.; Lorentzen, A.R.; Mygland, A.; Ljostad, U. Human seroprevalence of antibodies to tick-borne microbes in southern Norway. Ticks Tick Borne Dis 2020, 11, 101410. [Google Scholar] [CrossRef]
  18. Springer, A.; Glass, A.; Topp, A.K.; Strube, C. Zoonotic Tick-Borne Pathogens in Temperate and Cold Regions of Europe-A Review on the Prevalence in Domestic Animals. Front Vet Sci 2020, 7, 604910. [Google Scholar] [CrossRef]
  19. Butler, C.; Nijhof, A.; Jongejan, F.; Van der Kolk, J. Anaplasma phagocytophilum infection in horses in the Netherlands. Veterinary record 2008, 162, 216–217. [Google Scholar]
  20. M’Ghirbi, Y.; Yaich, H.; Ghorbel, A.; Bouattour, A. Anaplasma phagocytophilum in horses and ticks in Tunisia. Parasit Vectors 2012, 5, 180. [Google Scholar] [CrossRef]
  21. Passamonti, F.; Veronesi, F.; Cappelli, K.; Capomaccio, S.; Coppola, G.; Marenzoni, M.L.; Piergili, F.D.; Verini, S.A.; Coletti, M. Anaplasma phagocytophilum in horses and ticks: a preliminary survey of Central Italy. Comp Immunol Microbiol Infect Dis 2010, 33, 73–83. [Google Scholar] [CrossRef]
  22. Conze, T.M.; Bagó, Z.; Revilla-Fernández, S.; Schlegel, J.; Goehring, L.S.; Matiasek, K. Tick-borne encephalitis virus (TBEV) infection in two horses. Viruses 2021, 13, 1775. [Google Scholar] [CrossRef] [PubMed]
  23. Divers, T.J. Equine lyme disease. Journal of equine veterinary science 2013, 33, 488–492. [Google Scholar] [CrossRef]
  24. de Heus, P.; Bagó, Z.; Weidinger, P.; Lale, D.; Trachsel, D.S.; Revilla-Fernández, S.; Matiasek, K.; Nowotny, N. Severe neurologic disease in a horse caused by tick-borne encephalitis virus, Austria, 2021. Viruses 2023, 15, 2022. [Google Scholar] [CrossRef]
  25. Team, R.C. R: A language and environment for statistical computing; R Foundation for Statistical Computing: Vienna, Austria, 2023. [Google Scholar]
  26. Wickham, H.; Chang, W.; Henry, L.; Pedersen, T.L.; Takahashi, K.; Wilke, C.; Woo, K.; Yutani, H.; Dunnington, D.; Brand, T.v.d. ggplot2: Elegant Graphics for Data Analysis; Springer-Verlag New York: 2016.
  27. Pebesma, E. Simple Features for R: Standardized Support for Spatial Vector Data. R Journal 2018, 10, 439–446. [Google Scholar]
  28. Kjaer, L.J.; Soleng, A.; Edgar, K.S.; Lindstedt, H.E.H.; Paulsen, K.M.; Andreassen, A.K.; Korslund, L.; Kjelland, V.; Slettan, A.; Stuen, S.; et al. Predicting and mapping human risk of exposure to Ixodes ricinus nymphs using climatic and environmental data, Denmark, Norway and Sweden, 2016. Euro Surveill 2019, 24. [Google Scholar] [CrossRef]
  29. Lyngholt, M.C. Anaplasma phagocytophilum hos hest: En seroprevalensstudie hos islandshest i Grimstad kommune. Available online: https://www.ddd.dk/media/2090/mari-c-lyngholt.pdf (accessed on 20.10).
  30. Egenvall, A.; Franzén, P.; Gunnarsson, A.; Engvall, E.O.; Vågsholm, I.; Wikström, U.-B.; Artursson, K. Cross-sectional study of the seroprevalence to Borrelia burgdorferi sensu lato and granulocytic Ehrlichia spp. and demographic, clinical and tick-exposure factors in Swedish horses. Preventive veterinary medicine 2001, 49, 191–208. [Google Scholar]
  31. Hansen, M.G.; Christoffersen, M.; Thuesen, L.R.; Petersen, M.R.; Bojesen, A.M. Seroprevalence of Borrelia burgdorferi sensu lato and Anaplasma phagocytophilum in Danish horses. Acta Veterinaria Scandinavica 2010, 52, 1–6. [Google Scholar]
  32. Traversa, D.; Milillo, P.; Maggi, R.; Simonato, G.; Di Cesare, A.; Pezzuto, C.; Grillini, M.; Morelli, S.; Colombo, M.; Passarelli, A.; et al. Seroexposure to Zoonotic Anaplasma and Borrelia in Dogs and Horses That Are in Contact with Vulnerable People in Italy. Pathogens 2023, 12, 470. [Google Scholar] [CrossRef] [PubMed]
  33. Athanasiou, L.V.; Katsogiannou, E.G.; Tyrnenopoulou, P.; Gougoulis, D.; Apostolidis, K.N.; Papadakis, S.M.; Kokkinaki, K.C.G.; Papatsiros, V.G.; Tsokana, C.N. Evidence of Horse Exposure to Anaplasma phagocytophilum, Borrelia burgdorferi, and Leishmania infantum in Greece through the Detection of IgG Antibodies in Serum and in an Alternative Diagnostic Sample—The Saliva. Biomolecules 2023, 13, 1374. [Google Scholar] [CrossRef]
  34. Schafer, I.; Silaghi, C.; Fischer, S.; Marsboom, C.; Hendrickx, G.; Gehlen, H.; Muller, E. Detection of Anaplasma phagocytophilum in horses from Germany by molecular and serological testing (2008-2021). Vet Parasitol 2022, 312, 109840. [Google Scholar] [CrossRef]
  35. Gehlen, H.; Inerle, K.; Bartel, A.; Stöckle, S.D.; Ulrich, S.; Briese, B.; Straubinger, R.K. Seroprevalence of Borrelia burgdorferi sensu lato and Anaplasma phagocytophilum Infections in German Horses. Animals 2023, 13, 1984. [Google Scholar] [CrossRef]
  36. Kjelland, V.; Paulsen, K.M.; Rollum, R.; Jenkins, A.; Stuen, S.; Soleng, A.; Edgar, K.S.; Lindstedt, H.H.; Vaino, K.; Gibory, M.; et al. Tick-borne encephalitis virus, Borrelia burgdorferi sensu lato, Borrelia miyamotoi, Anaplasma phagocytophilum and Candidatus Neoehrlichia mikurensis in Ixodes ricinus ticks collected from recreational islands in southern Norway. Ticks Tick Borne Dis 2018, 9, 1098–1102. [Google Scholar] [CrossRef]
  37. Jenkins, A.; Kristiansen, B.E.; Allum, A.G.; Aakre, R.K.; Strand, L.; Kleveland, E.J.; van de Pol, I.; Schouls, L. Borrelia burgdorferi sensu lato and Ehrlichia spp. in Ixodes ticks from southern Norway. J Clin Microbiol 2001, 39, 3666–3671. [Google Scholar] [CrossRef]
  38. Stigum, V.M.; Jaarsma, R.I.; Sprong, H.; Rolandsen, C.M.; Mysterud, A. Infection prevalence and ecotypes of Anaplasma phagocytophilum in moose Alces alces, red deer Cervus elaphus, roe deer Capreolus capreolus and Ixodes ricinus ticks from Norway. Parasit Vectors 2019, 12, 1. [Google Scholar] [CrossRef] [PubMed]
  39. Mysterud, A.; Easterday, W.R.; Qviller, L.; Viljugrein, H.; Ytrehus, B. Spatial and seasonal variation in the prevalence of Anaplasma phagocytophilum and Borrelia burgdorferi sensu lato in questing Ixodes ricinus ticks in Norway. Parasit Vectors 2013, 6, 187. [Google Scholar] [CrossRef] [PubMed]
  40. Stuen, S.; Pettersen, K.S.; Granquist, E.G.; Bergstrom, K.; Bown, K.J.; Birtles, R.J. Anaplasma phagocytophilum variants in sympatric red deer (Cervus elaphus) and sheep in southern Norway. Ticks Tick Borne Dis 2013, 4, 197–201. [Google Scholar] [CrossRef] [PubMed]
  41. Khatat, S.E.H.; Kachani, M.; Duchateau, L.; Elhachimi, L.; Sahibi, H.; Daminet, S. Anaplasma spp in dogs: Is there a danger for humans? Revue Vétérinaire Clinique 2022, 57, 1–15. [Google Scholar]
  42. Wass, L.; Grankvist, A.; Mattsson, M.; Gustafsson, H.; Krogfelt, K.; Olsen, B.; Nilsson, K.; Martensson, A.; Quarsten, H.; Henningsson, A.J.; et al. Serological reactivity to Anaplasma phagocytophilum in neoehrlichiosis patients. Eur J Clin Microbiol Infect Dis 2018, 37, 1673–1678. [Google Scholar] [CrossRef]
  43. Jenkins, A.; Raasok, C.; Pedersen, B.N.; Jensen, K.; Andreassen, A.; Soleng, A.; Edgar, K.S.; Lindstedt, H.H.; Kjelland, V.; Stuen, S.; et al. Correction to: Detection of Candidatus Neoehrlichia mikurensis in Norway up to the northern limit of Ixodes ricinus distribution using a novel real time PCR test targeting the groEL gene. BMC Microbiol 2020, 20, 9. [Google Scholar] [CrossRef]
  44. Štefančíková, A.; Štepánová, G.; Pet’ko, B.; Nadzamová, D.; Szestáková, E.; Škardová, I.; Leinstein, R. Prevalence of antibodies to Borrelia burgdorferi in horses of East Slovakia. Veterinarni Medicina 2000, 45, 227–231. [Google Scholar]
  45. Ebani, V.V.; Bertelloni, F.; Pinzauti, P.; Cerri, D. Seroprevalence of Leptospira spp. and Borrelia burgdorferi sensu lato in Italian horses. Annals of Agricultural and Environmental Medicine 2012, 19. [Google Scholar]
  46. Kiss, T.; Cadar, D.; Krupaci, A.F.; Bordeanu, A.; Brudasca, G.F.; Mihalca, A.D.; Mircean, V.; Gliga, L.; Dumitrache, M.O.; Spinu, M. Serological reactivity to Borrelia burgdorferi sensu lato in dogs and horses from distinct areas in Romania. Vector Borne Zoonotic Dis 2011, 11, 1259–1262. [Google Scholar] [CrossRef] [PubMed]
  47. Strnad, M.; Honig, V.; Ruzek, D.; Grubhoffer, L.; Rego, R.O.M. Europe-Wide Meta-Analysis of Borrelia burgdorferi Sensu Lato Prevalence in Questing Ixodes ricinus Ticks. Appl Environ Microbiol 2017, 83. [Google Scholar] [CrossRef]
  48. Topp, A.K.; Springer, A.; Mischke, R.; Rieder, J.; Feige, K.; Ganter, M.; Nagel-Kohl, U.; Nordhoff, M.; Boelke, M.; Becker, S.; et al. Seroprevalence of tick-borne encephalitis virus in wild and domestic animals in northern Germany. Ticks Tick Borne Dis 2023, 14, 102220. [Google Scholar] [CrossRef]
  49. Sikutova, S.; Hornok, S.; Hubalek, Z.; Dolezalkova, I.; Juricova, Z.; Rudolf, I. Serological survey of domestic animals for tick-borne encephalitis and Bhanja viruses in northeastern Hungary. Vet Microbiol 2009, 135, 267–271. [Google Scholar] [CrossRef]
  50. Rushton, J.O.; Lecollinet, S.; Hubalek, Z.; Svobodova, P.; Lussy, H.; Nowotny, N. Tick-borne encephalitis virus in horses, Austria, 2011. Emerg Infect Dis 2013, 19, 635–637. [Google Scholar] [CrossRef] [PubMed]
  51. Csank, T.; Drzewnioková, P.; Korytár, Ľ.; Major, P.; Gyuranecz, M.; Pistl, J.; Bakonyi, T. A serosurvey of flavivirus infection in horses and birds in Slovakia. Vector-Borne and Zoonotic Diseases 2018, 18, 206–213. [Google Scholar]
  52. Vilibic-Cavlek, T.; Krcmar, S.; Bogdanic, M.; Tomljenovic, M.; Barbic, L.; Roncevic, D.; Sabadi, D.; Vucelja, M.; Santini, M.; Hunjak, B.; et al. An Overview of Tick-Borne Encephalitis Epidemiology in Endemic Regions of Continental Croatia, 2017-2023. Microorganisms 2024, 12, 386. [Google Scholar] [CrossRef]
  53. Pautienius, A.; Armonaite, A.; Simkute, E.; Zagrabskaite, R.; Buitkuviene, J.; Alpizar-Jara, R.; Grigas, J.; Zakiene, I.; Zienius, D.; Salomskas, A.; et al. Cross-Sectional Study on the Prevalence and Factors Influencing Occurrence of Tick-Borne Encephalitis in Horses in Lithuania. Pathogens 2021, 10, 140. [Google Scholar] [CrossRef]
  54. Gothe, L.M.; Ganzenberg, S.; Ziegler, U.; Obiegala, A.; Lohmann, K.L.; Sieg, M.; Vahlenkamp, T.W.; Groschup, M.H.; Hörügel, U.; Pfeffer, M. Horses as Sentinels for the Circulation of Flaviviruses in Eastern–Central Germany. Viruses 2023, 15, 1108. [Google Scholar] [CrossRef]
  55. Paulsen, K.M.; Stuen, S.; das Neves, C.G.; Suhel, F.; Gurung, D.; Soleng, A.; Stiasny, K.; Vikse, R.; Andreassen, A.K.; Granquist, E.G. Tick-borne encephalitis virus in cows and unpasteurized cow milk from Norway. Zoonoses Public Health 2019, 66, 216–222. [Google Scholar] [CrossRef] [PubMed]
  56. Paulsen, K.M.; Das Neves, C.G.; Granquist, E.G.; Madslien, K.; Stuen, S.; Pedersen, B.N.; Vikse, R.; Rocchi, M.; Laming, E.; Stiasny, K. Cervids as sentinel-species for tick-borne encephalitis virus in Norway-A serological study. Zoonoses and Public Health 2020, 67, 342–351. [Google Scholar]
  57. Ytrehus, B.; Vainio, K.; Dudman, S.G.; Gilray, J.; Willoughby, K. Tick-borne encephalitis virus and louping-ill virus may co-circulate in Southern Norway. Vector Borne Zoonotic Dis 2013, 13, 762–768. [Google Scholar] [CrossRef]
  58. Marvik, A.; Tveten, Y.; Pedersen, A.B.; Stiasny, K.; Andreassen, A.K.; Grude, N. Low prevalence of tick-borne encephalitis virus antibodies in Norwegian blood donors. Infect Dis (Lond) 2021, 53, 44–51. [Google Scholar] [CrossRef] [PubMed]
  59. Vikse, R.; Paulsen, K.M.; Edgar, K.S.; J, H.O.P.; Ottesen, P.S.; Okbaldet, Y.B.; Kiran, N.; Lamsal, A.; Lindstedt, H.E.H.; Pedersen, B.N.; et al. Geographical distribution and prevalence of tick-borne encephalitis virus in questing Ixodes ricinus ticks and phylogeographic structure of the Ixodes ricinus vector in Norway. Zoonoses Public Health 2020, 67, 370–381. [Google Scholar] [CrossRef] [PubMed]
  60. MSIS. The Norwegian Surveillance System for Communicable Dieases (MSIS). Available online: https://msis.no/ (accessed on 15.01).
  61. Hjetland, R.; Henningsson, A.J.; Vainio, K.; Dudman, S.G.; Grude, N.; Ulvestad, E. Seroprevalence of antibodies to tick-borne encephalitis virus and Anaplasma phagocytophilum in healthy adults from western Norway. Infect Dis (Lond) 2015, 47, 52–56. [Google Scholar] [CrossRef]
  62. Paulsen, K.M.; Vikse, R.; Soleng, A.; Edgar, K.S.; Dudman, S.; Wiklund, B.S.; Andreassen, A. TBE in Norway. TBE-the book 2017.
  63. Gao, G.F.; Jiang, W.R.; Hussain, M.H.; Venugopal, K.; Gritsun, T.S.; Reid, H.W.; Gould, E.A. Sequencing and antigenic studies of a Norwegian virus isolated from encephalomyelitic sheep confirm the existence of louping ill virus outside Great Britain and Ireland. Journal of General Virology 1993, 74, 109–114. [Google Scholar]
  64. Lamsal, A.; Tryland, M.; Paulsen, K.M.; Romano, J.S.; Nymo, I.H.; Stiasny, K.; Soleng, A.; Vikse, R.; Andreassen, A.K. Serological screening for tick-borne encephalitis virus in eight Norwegian herds of semi-domesticated reindeer (Rangifer tarandus tarandus). Zoonoses Public Health 2023, 70, 692–698. [Google Scholar] [CrossRef]
  65. Kasparkova, N.; Bartova, E.; Zakovska, A.; Budikova, M.; Sedlak, K. Antibodies against Borrelia burgdorferi Sensu Lato in Clinically Healthy and Sick Horses: First Report from the Czech Republic. Microorganisms 2023, 11, 1706. [Google Scholar] [CrossRef]
Figure 1. Blood samples were collected from horses residing in southern Norway; Agder, Vestfold & Telemark, Vestland, and Viken. The stables in Agder and Vestland were located within 15 km from the coast. In Vestfold & Telemark, the stables were located 60–120 km from the coast and defined as inland. The location of 71 of the 77 stables in Viken County (Group 2) was unknown, and coordinates for the Central Laboratory at the Norwegian University of Life Sciences were used as locations for group 2. The number of samples at each location was represented using dot size, while categories (<20, 20-40, >40 samples) were color-coded in red, purple, and blue (map was created in R Core Team (2023) and modified in Microsoft Paint).
Figure 1. Blood samples were collected from horses residing in southern Norway; Agder, Vestfold & Telemark, Vestland, and Viken. The stables in Agder and Vestland were located within 15 km from the coast. In Vestfold & Telemark, the stables were located 60–120 km from the coast and defined as inland. The location of 71 of the 77 stables in Viken County (Group 2) was unknown, and coordinates for the Central Laboratory at the Norwegian University of Life Sciences were used as locations for group 2. The number of samples at each location was represented using dot size, while categories (<20, 20-40, >40 samples) were color-coded in red, purple, and blue (map was created in R Core Team (2023) and modified in Microsoft Paint).
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Figure 2. Seroprevalence of IgG-antibodies against B. burgdorferi s.l., A. phagocytophilum, and TBE-virus in horses residing in southern Norway. * The differences between counties in seroprevalence of A. phagocytophilum were statistically significant.
Figure 2. Seroprevalence of IgG-antibodies against B. burgdorferi s.l., A. phagocytophilum, and TBE-virus in horses residing in southern Norway. * The differences between counties in seroprevalence of A. phagocytophilum were statistically significant.
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Table 1. Seroprevalence of IgG-antibodies against tick-borne pathogens in horses stabled in four counties in southern Norway.
Table 1. Seroprevalence of IgG-antibodies against tick-borne pathogens in horses stabled in four counties in southern Norway.
Total (N = 331) Agder (N = 85) Vestfold & Telemark (N = 85) Vestland (N = 84) Viken (N = 77)
% (n) % (n) % (n) % (n) % (n)
Bbsl1 26 (85) 19 (16) 31 (26) 24 (20) 30 (23)
Ap2 13 (42) 20 (17) 5 (4) 18 (15) 8 (6)
TBEV3 2 (8) 0 6 (5) 1 (1) 3 (2)
Bbsl + Ap 17 (55) 24 (20) 8 (7) 29 (24) 5 (4)
Bbsl + TBEV 4 (12) 6 (5) 2 (2) 4 (3) 3 (2)
Ap + TBEV 2 (8) 4 (3) 0 4 (3) 3 (2)
Bbsl + Ap + TBEV 2 (7) 6 (5) 1 (1) 1 (1) 0
Total positive 66 (217) 78 (66) 53 (45) 80 (67) 51 (39)
1 Borrelia burgdorferi sensu lato. 2 Anaplasma phagocytophilum. 3 Tick-borne encephalitis virus.
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