Effects of global changes on the climatic niche of the tick Ixodes ricinus inferred by species distribution modelling

Parasites and Vectors

Volumn 6, Issue 1, 2013, Pages

  Porretta, Daniele ^a   Mastrantonio, Valentina ^a   Amendolia, Sara ^a   Gaiarsa, Stefano ^b   Epis, Sara ^b,c   Genchi, Claudio ^b   Bandi, Claudio ^b   Otranto, Domenico ^d   Urbanelli, Sandra ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b UNIVERSITY OF MILAN   (Italy)

^c UNIVERSITY OF CAMERINO   (Italy)

^d UNIVERSITY OF BARI   (Italy)

Author keywords

Anaplasmosis; Babesiosis; Climatic changes; Erlichiosis and tick borne encephalitis; Future climatic niche; Lyme disease; Species distribution modeling; Tick; Vector borne disease

Indexed keywords

ALGORITHM; ARTICLE; CARBON FOOTPRINT; CLIMATE CHANGE; CONTROLLED STUDY; DEMOGRAPHY; ECOLOGICAL NICHE; ENTROPY; ENVIRONMENTAL FACTOR; ENVIRONMENTAL TEMPERATURE; GEOGRAPHIC DISTRIBUTION; GLOBAL CHANGE; HUMAN; HUMIDITY; IXODES RICINUS; NONHUMAN; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; RUSSIAN FEDERATION; SPECIES DISTRIBUTION; SWEDEN;

ACARI; IXODES RICINUS; IXODIDA;

ANIMALS; CLIMATE CHANGE; DEMOGRAPHY; ECOSYSTEM; IXODES; MODELS, BIOLOGICAL;

EID: 84884271480     PISSN: None     EISSN: 17563305     Source Type: Journal    
DOI: 10.1186/1756-3305-6-271     Document Type: Article

References (85)

1. Climate change and vector-borne diseases: a regional analysis. Githeko AK, Lindsay SW, Confalonieri UE, Patz JA, Bull World Health Organ 2000 78 1136 1147 11019462
2. Climate change and health: global to local influences on disease risk. Patz JA, Olson SH, Ann Trop Med Parasit 2006 100 535 549 10.1179/136485906X97426 16899153 (Pubitemid 47050872)
3. Climate and vector borne disease. Gage KL, Burkot TR, Eisen RJ, Hayes EB, Am J Prev Med 2008 35 436 450 10.1016/j.amepre.2008.08.030 18929970
4. Challenges in predicting climate and environmental effects on vector-borne disease episystems in a changing world. Tabachnick WJ, J Exp Biol 2009 213 946 954
5. Impact of climate change on infectious diseases. Mirski T, Bartoszcze M, Bielawska-Dròzd A, Pol J Environ Stud 2012 3 525 532
6. Potential influence of climate change on vector-borne and zoonotic diseases: a review and proposed research plan. Mills JN, Gage KL, Khan AS, Environ Health Perspect 2010 118 1507 1514 10.1289/ehp.0901389 20576580
7. The biology of tick vectors of humans disease. Sonenshine DE, Tick-borne diseases of humans Washington: ASM Press, Goodman JL, Dennis DT, Sonenshine DE, 2003 12 31
8. Spatial modeling of human risk of exposure to vector-borne pathogens based on epidemiological versus arthropod vector data. Eisen RJ, Eisen L, J Med Entomol 2008 45 181 192 10.1603/0022-2585(2008)45[181:SMOHRO]2.0.CO;2 18402133 (Pubitemid 351421725)
9. Global change and human vulnerability to vector-borne diseases. Sutherst RW, Clin Microbiol Rev 2004 17 136 173 10.1128/CMR.17.1.136-173.2004 14726459 (Pubitemid 38124454)
10. How will global climate change affect parasite-host assemblages? Brooks DR, Hoberg EP, Trends Parasitol 2007 23 571 574 10.1016/j.pt.2007.08.016 17962073 (Pubitemid 350161427)
11. Competitive displacement among insects and arachnids. Reitz SR, Trumble JT, Annu Rev Entomol 2002 47 435 465 10.1146/annurev.ento.47.091201.145227 11729081 (Pubitemid 34108588)
12. Co-occurrence patterns of the dengue vector aedes aegypti and aedes mediovitattus, a dengue competent mosquito in Puerto Rico. Little E, Barrera R, Seto KC, Diuk-Wasser M, Ecohealth 2011 8 365 375 10.1007/s10393-011-0708-8 21989642
13. Effects of co-habitation between anopheles gambiae s.s. And Culex quinquefasciatus aquatic stages on life history traits. Kweka EJ, Zhou G, Beilhe LB, Dixit A, Afrane Y, Gilbreath TM, Munga S, Nyindo M, Githeko AK, Yan G, Parasit Vectors 2012 5 33 10.1186/1756-3305-5-33 22321562
14. Predicting species distribution: offering more than simple habitat models. Guisan A, Thuiller W, Ecol Lett 2005 8 993 1009 10.1111/j.1461-0248. 2005.00792.x (Pubitemid 41247275)
15. New trends in species distribution modelling. Zimmermann NE Jr, Edwards TC, Graham CH, Pearman PB, Svenning JC, Ecography 2010 33 985 989 10.1111/j.1600-0587.2010.06953.x
16. Ecologic niche modeling and spatial patterns of disease transmission. Peterson AT, Emerg Infecti Dis 2006 12 1822 1826 10.3201/eid1212.060373 (Pubitemid 44904917)
17. The changing climate: past, present, future. Quante M, Relict species: Phylogeography and Conservation biology Berlin: Springer, Habel JC, Assmann T, 2010 9 56
18. Increasing potential risk of a global aquatic invader in Europe in contrast to other continents under future climate change. Liu X, Guo Z, Ke Z, Wang S, Li Y, PLoS One 2011 6 18429 10.1371/journal.pone.0018429 21479188
19. Suitability of European climate for the Asian tiger mosquito Aedes albopictus: recent trends and future scenarios. Caminade C, Medlock JM, Ducheyne E, McIntyre KM, Leach S, Baylis M, Morse AP, J R Soc Interface 2013 9 2708 2717
20. Effect of climate change on Lyme disease risk in North America. Brownstein JS, Holford TR, Fish D, Eco Health 2005 2 38 46 19008966 (Pubitemid 40568873)
21. Shifting suitability for malaria vectors across Africa with warming climates. Peterson AT, BMC Infect Dis 2009 9 59 10.1186/1471-2334-9-59 19426558
22. Climate change and risk of leishmaniasis in North America: predictions from ecological niche models of vector and reservoir species. Gonzàlez C, Wang O, Strutz SE, Gonzàlez-Salazar C, Sànchez-Cordero V, Sarkar S, PLoS Negl Trop Dis 2010 4 585 10.1371/journal.pntd.0000585 20098495
23. Ecological niche modeling of potential West Nile virus vector mosquito species in Iowa. Larson SR, De Groote JP, Bartholomay LC, Sugumaran R, J Insect Sci 2010 10 110 20874412
24. Modelling the impact of climate change on spatial patterns of disease risk: sheep blowfly strike by Lucilia sericata in Great Britain. Rose H, Wall R, Int J Parasitol 2011 41 739 746 10.1016/j.ijpara.2011.01.012 21397606
25. Species distribution models and ecological suitability analysis for potential tick vectors of lyme disease in mexico. Illoldi-Rangel P, Rivaldi CL, Sissel B, Trout Fryxell R, Gordillo-Pérez G, Rodríguez-Moreno A, Williamson P, Montiel-Parra G, Sánchez-Cordero V, Sarkar S, J Trop Med 2012 doi:10.1155/2012/959101
26. Tick-borne bacterial diseases emerging in Europe. Parola P, Raoult D, Clin Microbiol Infect 2001 7 80 83 10.1046/j.1469-0691.2001.00200.x 11298147 (Pubitemid 34960276)
27. Studies on the occurrence of gram negative bacteria in ticks: ixodes ricinus as a potential vector of pasturella. Stojek NM, Dutkiewicz J, Ann Agric Environ Med 2004 11 319 22 15627343 (Pubitemid 40065262)
28. TBE incidence versus virus prevalence and increased prevalence of the TBE virus in ixodes ricinus removed from humans. Süss J, Klaus C, Diller R, Schrader C, Wohanka N, Abel U, Int J Med Microbiol 2006 296 63 68 17024756 (Pubitemid 43668602)
29. Detection and identification of bacterial agents in Ixodes persulcatus Schulze ticks from the north western region of Russia. Eremeeva ME, Oliveira A, Moriarity J, Robinson JB, Tokarevich NK, Antyukova LP, Pyanyh VA, Emeljanova ON, Ignatjeva VN, Buzinov R, Pyankova V, Dasch GA, Vector Borne Zoonotic Dis 2007 7 426 436 10.1089/vbz.2007.0112 17767409 (Pubitemid 47536187)
30. European subtype tick-borne encephalitis virus in ixodes persulcatus ticks. Jääskeläinen AE, Tonteri E, Sironen T, Pakarinen L, Vaheri A, Vapalahti O, Emerg Infect Dis 2011 17 323 325 10.3201/eid1702.101487 21291624
31. Ticks and tick-borne diseases: a one health perspective. Dantas-Torres F, Chomel BB, Otranto D, Trends Parasitol 2012 28 437 446 10.1016/j.pt.2012.07.003 22902521
32. The development and seasonal activity of the tick ixodes ricinus, a vector of Lyme borreliosis. Gray JS, Rev Med Vet Entomol 1991 79 323 339
33. Risk for human tick-borne encephalitis, borrelioses, and double infection in the pre-ural region of Russia. Korenberg EI, Gorban' LY, Kovalevskii YV, Frizen VI, Karavanov AS, Emerg Infect Dis 2001 7 459 462 11384529
34. Distribution of ixodes ricinus and I. Persulcatus ticks in southern Karelia (Russia). Bugmyrin SV, Bespyatova LA, Korotkov YS, Burenkova LA, Belova OA, Romanova LI, Kozlovskaya LI, Karganova GG, Ieshko EP, Ticks Tick Borne Dis 2013 4 57 62 10.1016/j.ttbdis.2012.07.004 23246095
35. Impact of climatic change on the northern distribution limit and population density of the disease-transmitting European tick ixodes ricinus. Lindgren E, Tälleklint L, Polfeldt T, Environ Health Perspect 2000 108 119 123 10.1289/ehp.00108119 10656851 (Pubitemid 30153916)
36. Altitudinal distribution limit of the tick Ixodes ricinus shifted considerably towards higher altitudes in central Europe: results of three years monitoring in the Krkonose Mts. (Czech Republic). Materna J, Daniel M, Danielová V, Cent Eur J Publ Health 2005 13 24 28 (Pubitemid 40516384)
37. Phenology of Ixodes ricinus and infection with Borrelia burgdorferi sensu lato along a north- and south-facing altitudinal gradient on Chaumont Mountain, Switzerland. Cadenas FM, Rais O, Jouda F, Douet V, Humair PF, Moret J, Gern L, J Med Entomol 2007 44 683 693 10.1603/0022-2585(2007)44[683:POIRAI]2.0.CO;2 17695026 (Pubitemid 47083504)
38. Lindgren E, Jaenson TGT, Lyme borreliosis in Europe: influences of climate and climate change, epidemiology, ecology and adaptation measures Copenhagen, Denmark: WHO Regional Office for Europe 2006
39. Multi-source analysis reveals latitudinal and altitudinal shifts in range of Ixodes ricinus at its northern distribution limit. Jore S, Viljugrein H, Hofshagen M, Brun-Hansen H, Kristoffersen AB, Nygard K, Brun E, Ottesen P, Saevik BK, Ytrehus B, Parasit Vectors 2011 4 84 10.1186/1756-3305-4-84 21595949
40. Changes in the geographical distribution and abundance of the tick Ixodes ricinus during the past 30 years in Sweden. Jaenson TGT, Jaenson DGE, Eisen L, Petersson E, Lindgren E, Parasit Vectors 2012 5 8 10.1186/1756-3305-5-8 22233771
41. Climate change 2007: the physical science basis. IPCC, Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change United Kingdom and New York: Cambridge University Press, Cambridge, Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL, 2007
42. Maximum entropy modeling of species geographic distributions. Phillips SJ, Anderson RP, Schapire RE, Ecol Model 2006 190 231 259 10.1016/j.ecolmodel. 2005.03.026
43. Novel methods improve prediction of species' distributions form occurrence data. Elith J, Graham CH, Anderson RP, Dudik M, Ferrier S, Guisan A, Hijmans RJ, Huettmann F, John R, Ecography 2006 29 129 151 10.1111/j.2006.0906- 7590.04596.x
44. A statistical explanation of MaxEnt for ecologists. Elith J, Phillips SJ, Hastie T, Dudìk M, En Chee Y, Yates CJ, Diversity Distrib 2011 17 43 57 10.1111/j.1472-4642.2010.00725.x
45. Effects of sample size on the performance of species distribution models. Wisz MS, Hijmans RJ, Peterson AT, Graham CH, Guisan A, NCEAS Predicting Species Distributions Working Group, Divers Distrib 2008 14 763 773 10.1111/j.1472-4642.2008.00482.x
46. Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds. Oppel S, Meirinho A, Ramírez I, Gardner B, O'Connell AF, Miller PI, Louzao M, Biol Conserv 2012 156 94 104
47. Association of environmental traits with the geographic ranges of ticks (acari: ixodidae) of medical and veterinary importance in the western palearctic: a digital data set. Estrada-Peña A, Farkas R, Jaenson TG, Koenen F, Madder M, Pascucci I, Salman M, Tarres-Call J, Jongejan F, Exp Appl Acarol 2013 59 351 366 10.1007/s10493-012-9600-7 22843316
48. Ecological niche modeling in maxent: the importance of model complexity and the performance of model selection criteria. Warren DL, Seifert SN, Ecol Appl 2011 21 335 342 10.1890/10-1171.1 21563566
49. Transferability and model evaluation in ecological niche modeling: a comparison of GARP and maxent. Peterson AT, Papeş M, Eaton M, Ecography 2007 30 550 560 (Pubitemid 47262816)
50. Modelling of species distributions with maxent: new extensions and a comprehensive evaluation. Phillips SJ, Dudik M, Ecography 2008 31 161 175 10.1111/j.0906-7590.2008.5203.x (Pubitemid 351457533)
51. Nakicenovic N, Swart R, Emissions scenarios United Kingdom, Cambridge: University Press., Cambridge 2000
52. Technical note: the CCCma third generation AGCM and its extension into the middle atmosphere. Scinocca JF, Mcfarlane NA, Lazare M, Li J, Plummer D, Atmos Chem Phys 2008 8 7055 7074 10.5194/acp-8-7055-2008
53. Pearson RG, Species' distribution modeling for conservation educators and practitioners. Synthesis New York Am Mus Natl Hist 2007 http://ncep.amnh.org 24052944
54. Life cycle of Borrelia burgdorferi sensu lato and trasmission to humans. Gern L, Jaulhac B, Lyme borreliosis. Current problem in dermatology Switzerland: Karger (Basel), Lipsker D, 2009 19 30
55. Impact of climate trends on tick-borne pathogen transmission. Estrada-Peña A, Ayllón N, de la Fuente J, Front Physiol 2012 3 1 12 22275902
56. Prevalence of tick borne encephalitis virus in tick nymphs in relation to climatic factors on the southern coast of Norway. Andreassen A, Jore S, Cuber P, Dudman S, Tengs T, Isaksen K, Hygen HO, Viljugrein H, Ånestad G, Ottesen P, Vainio K, Parasit Vectors 2012 5 177 10.1186/1756-3305-5-177 22913287
57. Interpretation of models of fundamental ecological niches and species' distributional areas. Soberon JM, Peterson AT, Biodiv Inform 2005 2 1 10
58. Driving forces for changes in geographical distribution of Ixodes ricinus ticks in Europe. Medlock JM, Hansford KM, Bormane A, Derdakova M, Estrada-Peña A, George JC, Golovljova I, Jaenson TG, Jensen JK, Jensen PM, Parasit Vectors 2013 6 1 10.1186/1756-3305-6-1 23281838
59. Forms of sympatry and possible ways of microevolution of closely related species of the group Ixodes ricinus-persulcatus (Ixodidae). Filippova NA, Acta Zool Lit 2002 12 1392 1657
60. Coinfections acquired from Ixodes Ticks. Swanson SJ, Neitzel D, Reed KD, Belongia EA, Clin Microbiol Rev 2006 19 708 727 10.1128/CMR.00011-06 17041141 (Pubitemid 44582978)
61. The importance of biotic interactions for modelling species distributions under climate change. Araújo MB, Luoto M, Glob Ecol Biogeogr 2007 16 743 753 10.1111/j.1466-8238.2007.00359.x (Pubitemid 47602777)
62. Combining climatic projections and dispersal ability: a method for estimating the responses of sandfly vector species to climate change. Fischer D, Moeller P, Thomas SM, Naucke TJ, Beierkuhnlein C, PLoS Negl Trop Dis 2011 5 1407 10.1371/journal.pntd.0001407 22140590
63. Sonenshine DE, Biology of ticks, Volume 1 New York: Oxford University Press 1991
64. Sonenshine DE, Biology of ticks, Volume 2 New York: Oxford University Press 1993
65. The ecology of the sheep tick, Ixodes ricinus-host relationships of the tick part 1: review of previous work in Britain. Milne A, Parasitology 1949 39 167 172 10.1017/S0031182000083724 18112000
66. Host specificity under molecular and experimental scrutiny. Poulin R, Keeney DB, Trends Parasitol 2008 24 24 28 10.1016/j.pt.2007.10.002 18023259
67. The integration of multiple independent data reveals an unusual response to Pleistocene climatic changes in the hard tick Ixodes ricinus. Porretta D, Mastrantonio V, Mona S, Epis S, Montagna M, Sassera D, Bandi C, Urbanelli S, Mol Eco 2013 22 6 1666 82 10.1111/mec.12203
68. Korch GW, Geographic dissemination of tick-borne zoonoses New York: Oxford University Press 1994
69. The relationships between habitat topology, critical scales of connectivity and tick abundance Ixodes ricinus in a heterogeneous landscape in northern Spain. Estrada-Peña A, Ecography 2003 26 661 671 10.1034/j.1600-0587.2003.03530.x (Pubitemid 37446861)
70. Climate, niche, ticks, and models: what they are and how we should interpret them. Estrada-Peña A, Parasitol Res 2008 103 Suppl. 1 87 S95 19030890
71. Ticks parasitizing wild birds in Portugal: detection of Rickettsia aeschlimannii, R. helveticaand, R. massiliae. Santos-Silva MM, Sousa R, Santos AS, Melo P, Encarnaão V, Bacellar F, Exp Appl Acarol 2006 39 331 338 10.1007/s10493-006-9008-3 16897568 (Pubitemid 44273043)
72. Transport of ticks by migratory passerine birds to Norway. Hasle G, Bjune G, Edvardsen E, Jakobsen C, Linnehol B, Røer JE, Mehl R, Røed KH, Pedersen J, Leinaas HP, J Parasitol 2009 95 1342 1351 10.1645/GE-2146.1 19658452
73. Sex-biased genetic structure in the vector of Lyme disease, Ixodes ricinus. De Meeûs T, Beati L, Delaye C, Aeschlimann A, Renaud F, Evolution 2002 56 1802 1807 12389725 (Pubitemid 35211732)
74. Genetic variation of ticks (Ixodes ricinus L.) in the Lithuanian and Norwegian populations. Paulauskas A, Radzijevskaja J, Rosef O, Turcinaviciene J, Ambrasiene D, Makareviciute D, Exp Appl Acarol 2006 40 259 270 17149655 (Pubitemid 46207119)
75. Ticks (Ixodidae) on birds migrating from Europe and Asia to Africa, 1959-61. Hoogstraal H, Kaiser MN, Traylor MA, Guindy E, Gaber S, Bull Wld Hlth Org 1963 28 235 262
76. Ticks (ixodidae) on migrating birds in Egypt, spring and fall 1962. Hoogstraal H, Traylor MA, Gaber S, Malakatis G, Guindy E, Helmy I, Bull Wld Hlth Org 1964 30 355 367
77. A dynamic population model to investigate effects of climate on geographic range and seasonality of the tick Ixodes scapularis. Ogden NH, Bigras-Poulin M, O'Callaghan CJ, Barker IK, Lindsay LR, Maarouf A, Smoyer-Tomic KE, Waltner-Toews D, Charron D, Int J Parasitol 2005 35 375 389 10.1016/j.ijpara.2004.12.013 15777914 (Pubitemid 40381156)
78. Causal thinking and support for climate change policies: international survey findings. Bostrom A, O'Connor R, Böhm G, Hanss D, Bodi O, Ekström F, Halder P, Jeschke S, Mack B, Qu M, Rosentrater L, Sandve A, Sælensminde I, Glob Environ Chang 2012 22 210 222 10.1016/j.gloenvcha. 2011.09.012
79. Mastrantonio V, Amendolia S, Porretta D, Gaiarsa S, Epis S, Genchi C, Bandi C, Otranto D, Urbanelli S, Expansion of the climatic niche in the Eurasian tick Ixodes ricinus and I. persulcatus under future climatic changes Ancona, Italy Annual meeting of the Italian society of ecology, 16§ssup§ th§esup§-19§ssup§th§esup§ September 2013.
80. Terrestrial distribution of the Lyme borreliosis agent borrelia burgdorferi sensu lato in east Asia. Masuzawa T, Jpn J Infect Dis 2004 57 229 235 15623946 (Pubitemid 40260237)
81. Effects of climate change on ticks and tick-borne diseases in Europe. Gray JS, Dautel H, Estrada-Peña A, Kahl O, Lindgren E, Gray JS, Dautel H, Estrada-Peña A, Kahl O, Lindgren E, Interdiscip Perspect Infect Dis 2009 2009 593232 19277106
82. Ixodes ricinus seasonal activity: implications of global warming indicated by revisiting tick and weather data. Gray JS, Int J Med Microbiol 2008 298 19 24
83. Winter activity of ixodes ricinus in a Berlin forest. Dautel H, Dippel C, Kämmer D, Werkhausen A, Kah O, Int J Med Microbiol 2008 298 50 54
84. Seasonal dynamics of ixodes ricinus on ground level and higher vegetation in a preserved wooded area in southern Europe. Dantas-Torres F, Otranto D, Vet Parasitol 2013 192 253 258 10.1016/j.vetpar.2012.09.034 23092681
85. Efficient transmission of borrelia burgdorferi between cofeeding ixodes ricinus ticks (acari: ixodidae). Gern L, Rais O, J Med Entomol 1996 33 189 92 8906929 (Pubitemid 126429362)