First Expert Elicitation of Knowledge on Possible Drivers of Observed Increasing Human Cases of Tick-Borne Encephalitis in Europe

Author:

Saegerman Claude1ORCID,Humblet Marie-France2ORCID,Leandri Marc3ORCID,Gonzalez Gaëlle4ORCID,Heyman Paul5,Sprong Hein6ORCID,L’Hostis Monique7,Moutailler Sara8ORCID,Bonnet Sarah I.910ORCID,Haddad Nadia8,Boulanger Nathalie11,Leib Stephen L.12ORCID,Hoch Thierry13ORCID,Thiry Etienne1ORCID,Bournez Laure14,Kerlik Jana15,Velay Aurélie16,Jore Solveig17,Jourdain Elsa18,Gilot-Fromont Emmanuelle19ORCID,Brugger Katharina20ORCID,Geller Julia21ORCID,Studahl Marie22,Knap Nataša23,Avšič-Županc Tatjana23ORCID,Růžek Daniel242526ORCID,Zomer Tizza P.27,Bødker René28,Berger Thomas F. H.29ORCID,Martin-Latil Sandra30,De Regge Nick31,Raffetin Alice32ORCID,Lacour Sandrine A.4,Klein Matthias33,Lernout Tinne34,Quillery Elsa35,Hubálek Zdeněk36,Ruiz-Fons Francisco37ORCID,Estrada-Peña Agustín38ORCID,Fravalo Philippe39,Kooh Pauline35,Etore Florence35,Gossner Céline M.40ORCID,Purse Bethan41

Affiliation:

1. Fundamental and Applied Research for Animal and Health (FARAH) Center, University of Liege, 4000 Liege, Belgium

2. Department for Occupational Protection and Hygiene, Unit Biosafety, Biosecurity and Environmental Licences, University of Liege, 4000 Liege, Belgium

3. UMI SOURCE, Université Paris-Saclay—UVSQ, 78000 Versailles, France

4. ANSES, INRAE, Ecole Nationale Vétérinaire d’Alfort, UMR VIROLOGIE, Laboratoire de Santé Animale, 94700 Maisons-Alfort, France

5. Hoogstraat 159/5, 3665 As, Belgium

6. Centre for Infectious Disease Control, National Institute for Public Health and the Environment, 3720 MA Bilthoven, The Netherlands

7. Ecole Nationale Vétérinaire Agroalimentaire et de l’Alimentation Nantes-Atlantique, Oniris, 44307 Nantes, France

8. ANSES, INRAE, Ecole Nationale Vétérinaire d’Alfort, UMR BIPAR, Laboratoire de Santé Animale, 94700 Maisons-Alfort, France

9. UMR 2000 Institut Pasteur-CNRS-Université Paris-Cité, Ecology and Emergence of Arthropod-borne Pathogens, 75015 Paris, France

10. Animal Health Department, INRAE, 37380 Nouzilly, France

11. UR7290: VBP: Borrelia Group, France and French Reference Centre on Lyme Borreliosis, CHRU, Unversity of Strasbourg, 67000 Strasbourg, France

12. Institute for Infectious Diseases, University of Bern, 3001 Bern, Switzerland

13. Oniris, INRAE, BIOEPAR, 44300 Nantes, France

14. ANSES, Nancy Laboratory for Rabies and Wildlife, 54220 Malzéville, France

15. Department of Epidemiology, Regional Authority of Public Health in Banská Bystrica, 497556 Banská Bystrica, Slovakia

16. Unité Mixte de Recherché Immunorhumathologie Moléculaire (UMR IRM_S) 1109, Université de Strasbourg, INSERM, 67000 Strasbourg, France

17. Zoonotic, Water and Foodborne Infections, The Norwegian Institute for Public Health (NIPH), 0213 Oslo, Norway

18. Université Clermont Auvergne, INRAE, VetAgro Sup, UMR EPIA, Route de Theix, 63122 Saint-Genès-Champanelle, France

19. Université de Lyon, VetAgro Sup, UMR CNRS 5558, Marcy-l’Etoile, 69280 Lyon, France

20. Competence Center Climate and Health, Austrian National Institute of Public Health, 1010 Vienna, Austria

21. Department of Virology and Immunology, National Institute for Health Development, 11619 Tallinn, Estonia

22. Institute of Biomedicine, Department of Infectious Diseases, University of Gothenburg, 41685 Gothenburg, Sweden

23. Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia

24. Institute of Parasitology, Biology Centre of the Czech Academy of Sciences, 37005 Ceske Budejovice, Czech Republic

25. Department of Experimental Biology, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic

26. Department of Infectious Diseases and Preventive Medicine, Veterinary Research Institute, 62100 Brno, Czech Republic

27. Lyme Center Apeldoorn, Gelre Hospital, 7300 DS Apeldoorn, The Netherlands

28. Animal Welfare and Disease Control, Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, 1870 Frederiksberg, Denmark

29. Agroscope, Risk Evaluation and Risk Mitigation, Schwarzenburgstrasse, 3003 Bern-Liebefeld, Switzerland

30. Laboratory for Food Safety, ANSES, University of Paris-EST, 94700 Maisons-Alfort, France

31. Operational Direction Infectious Diseases in Animals, Unit of Exotic and Vector-borne Diseases, Sciensano, 1180 Brussels, Belgium

32. Reference Centre for Tick-Borne Diseases, Paris and Northern Region, Department of Infectious Diseases, General Hospital of Villeneuve-Saint-Georges, 94100 Villeneuve-Saint-Georges, France

33. Neurologische Klinik und Poliklinik, Klinikum der Universität München, LMU München, Marchioninistraße 15, 81377 München, Germany

34. Scientific Directorate of Epidemiology and Public Health, Sciensano, 1180 Brussels, Belgium

35. ANSES, Risk Assessment Department, 94700 Maisons-Alfort, France

36. Institute of Vertebrate Biology, Czech Academy of Sciences, Květná 8, 60365 Brno, Czech Republic

37. Health & Biotechnology (SaBio) Group, Instituto de Investigación en Recursos Cinegéticos (IREC), CSIC-UCLM-JCCM, 13071 Ciudad Real, Spain

38. Deptartment of Animal Health, Faculty of Veterinary Medicine, 50013 Zaragoza, Spain

39. Pôle Agroalimentaire, Conservatoire National des Arts et Métiers (Cnam), 75003 Paris, France

40. European Centre for Disease Prevention and Control (ECDC), 17183 Solna, Sweden

41. UK Centre for Ecology & Hydrology, Benson Lane, Crowmarsh Gifford, Oxfordshire OX10 8BB, UK

Abstract

Tick-borne encephalitis (TBE) is a viral disease endemic in Eurasia. The virus is mainly transmitted to humans via ticks and occasionally via the consumption of unpasteurized milk products. The European Centre for Disease Prevention and Control reported an increase in TBE incidence over the past years in Europe as well as the emergence of the disease in new areas. To better understand this phenomenon, we investigated the drivers of TBE emergence and increase in incidence in humans through an expert knowledge elicitation. We listed 59 possible drivers grouped in eight domains and elicited forty European experts to: (i) allocate a score per driver, (ii) weight this score within each domain, and (iii) weight the different domains and attribute an uncertainty level per domain. An overall weighted score per driver was calculated, and drivers with comparable scores were grouped into three terminal nodes using a regression tree analysis. The drivers with the highest scores were: (i) changes in human behavior/activities; (ii) changes in eating habits or consumer demand; (iii) changes in the landscape; (iv) influence of humidity on the survival and transmission of the pathogen; (v) difficulty to control reservoir(s) and/or vector(s); (vi) influence of temperature on virus survival and transmission; (vii) number of wildlife compartments/groups acting as reservoirs or amplifying hosts; (viii) increase of autochthonous wild mammals; and (ix) number of tick species vectors and their distribution. Our results support researchers in prioritizing studies targeting the most relevant drivers of emergence and increasing TBE incidence.

Publisher

MDPI AG

Subject

Virology,Infectious Diseases

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