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Research Article

Mapping the risk distribution of Borrelia burgdorferi sensu lato in China from 1986 to 2020: a geospatial modelling analysis

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Pages 1215-1226 | Received 26 Nov 2021, Accepted 10 Apr 2022, Published online: 28 Apr 2022

References

  • Stanek G, Wormser GP, Gray J, et al. Lyme borreliosis. Lancet. 2012;379(9814):461–473.
  • Kullberg BJ, Vrijmoeth HD, van de Schoor F, et al. Lyme borreliosis: diagnosis and management. Br Med J. 2020;369:m1041.
  • Bobe JR, Jutras BL, Horn EJ, et al. Recent progress in Lyme disease and remaining challenges. Front Med. 2021;8:666554.
  • Steere AC, Strle F, Wormser GP, et al. Lyme borreliosis. Nat Rev Dis Primers. 2016;2:16090.
  • Stanek G, Fingerle V, Hunfeld KP, et al. Lyme borreliosis: clinical case definitions for diagnosis and management in Europe. Clin Microbiol Infect. 2011;17(1):69–79.
  • Wolcott KA, Margos G, Fingerle V, et al. Host association of Borrelia burgdorferi sensu lato: A review. Ticks Tick Borne Dis. 2021;12(5):101766.
  • Kurokawa C, Lynn GE, Pedra JHF, et al. Interactions between Borrelia burgdorferi and ticks. Nat Rev Microbiol. 2020;18(10):587–600.
  • Eisen L. Vector competence studies with hard ticks and Borrelia burgdorferi sensu lato spirochetes: A review. Ticks Tick Borne Dis. 2020;11(3):101359.
  • Hussain S, Hussain A, Aziz U, et al. The role of ticks in the emergence of Borrelia burgdorferi as a zoonotic pathogen and its vector control: a global systemic review. Microorganisms. 2021;9(12):2412.
  • Ai CX, Wen YX, Zhang YG, et al. Clinical manifestations and epidemiological characteristics of Lyme disease in Hailin county, Heilongjiang Province, China. Ann N Y Acad Sci. 1988;539:302–313.
  • Zhang ZF, Wan KL, Zhang JS, et al. Studies on epidemiology and etiology of Lyme disease in China. Chin J Epidemiol. 1997;1:4. (in Chinese).
  • Yu Z, Wang H, Wang T, et al. Tick-borne pathogens and the vector potential of ticks in China. Parasit Vectors. 2015;8:24.
  • Ni XB, Jia N, Jiang BG, et al. Lyme borreliosis caused by diverse genospecies of Borrelia burgdorferi sensu lato in northeastern China. Clin Microbiol Infect. 2014;20(8):808–814.
  • Hao Q, Hou X, Geng Z, et al. Distribution of Borrelia burgdorferi sensu lato in China. J Clin Microbiol. 2011;49(2):647–650.
  • Xuefei D, Qin H, Xiaodi G, et al. Epidemiological and clinical features of three clustered cases co-infected with Lyme disease and rickettsioses. Zoonoses Public Health. 2013;60(7):487–493.
  • Hao Q, Du P, Zhang W, et al. Genomic characteristics of Chinese Borrelia burgdorferi isolates. PLoS One. 2016;11(4):e0153149.
  • Fang LQ, Liu K, Li XL, et al. Emerging tick-borne infections in mainland China: an increasing public health threat. Lancet Infect Dis. 2015;15(12):1467–1479.
  • Wu XB, Na RH, Wei SS, et al. Distribution of tick-borne diseases in China. Parasit Vectors. 2013;6:119.
  • Yang X, Gao Z, Zhou T, et al. Mapping the potential distribution of major tick species in China. Int J Environ Res Public Health. 2020;17(14):5145.
  • Yang X, Gao Z, Wang L, et al. Projecting the potential distribution of ticks in China under climate and land use change. Int J Parasitol. 2021;51(9):749–759.
  • Dou X, Lyu Y, Jiang Y, et al. Seroprevalence of Lyme disease and associated risk factors in rural population of Beijing. Int J Clin Exp Med. 2015;8(5):7995–7999.
  • Masuzawa T. Terrestrial distribution of the Lyme borreliosis agent Borrelia burgdorferi sensu lato in east Asia. Jpn J Infect Dis. 2004;57(6):229–235.
  • De Keukeleire M, Vanwambeke SO, Cochez C, et al. Seroprevalence of Borrelia burgdorferi, Anaplasma phagocytophilum, and Francisella tularensis infections in Belgium: results of three population-based samples. Vector Borne Zoonotic Dis. 2017;17(2):108–115.
  • Bisanzio D, Fernández MP, Martello E, et al. Current and future spatiotemporal patterns of Lyme disease reporting in the northeastern United States. JAMA Netw Open. 2020;3(3):e200319.
  • Gardner AM, Pawlikowski NC, Hamer SA, et al. Landscape features predict the current and forecast the future geographic spread of Lyme disease. Proc Biol Sci. 2020;287(1941):20202278.
  • Rogers DJ, Randolph SE, Snow RW, et al. Satellite imagery in the study and forecast of malaria. Nature. 2002;415(6872):710–715.
  • Barbet-Massin M, Jiguet F, Albert CH, et al. Selecting pseudo-absences for species distribution models: how, where and how many? Methods Ecol Evol. 2012;3(2):327–338.
  • VanDerWal J, Shoo LP, Graham C, et al. Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know? Ecol Model. 2009;220(4):589–594.
  • Crockett PF, Keough MJ. Ecological niches of three abundant Caulerpa species in port Phillip Bay, southeast Australia. Aquat Bot. 2014;119:120–131.
  • Kraemer MU, Sinka ME, Duda KA, et al. The global distribution of the arbovirus vectors Aedes aegypti and Ae. albopictus. Elife. 2015;4:e08347.
  • Hijmans RJ, Phillips S, Leathwick J, et al. dismo: species distribution modeling. R package version 1.3-3. 2020 [cited 2020/09/01]. Available from: https://cran.r-project.org/package = dismo.
  • Brandon G, Bradley B, Jay C. gbm: generalized boosted regression models. R package version 2.1.8. 2020 [cited 2020/09/01]. Available from: https://CRAN.R-project.org/package = gbm.
  • Miao D, Liu MJ, Wang YX, et al. Epidemiology and ecology of severe fever with thrombocytopenia syndrome in China, 2010‒2018. Clin Infect Dis. 2020;73(11):e3851–e3858.
  • Sun RX, Lai SJ, Yang Y, et al. Mapping the distribution of tick-borne encephalitis in mainland China. Ticks Tick Borne Dis. 2017;8(4):631–639.
  • Arvikar SL, Steere AC. Diagnosis and treatment of Lyme arthritis. Infect Dis Clin North Am. 2015;29(2):269–280.
  • Torbahn G, Hofmann H, Rücker G, et al. Efficacy and safety of antibiotic therapy in early cutaneous Lyme borreliosis: a network meta-analysis. JAMA Dermatol. 2018;154(11):1292–1303.
  • Zhao GP, Wang YX, Fan ZW, et al. Mapping ticks and tick-borne pathogens in China. Nat Commun. 2021;12(1):1075.
  • Sun JG, Li KJ, Wei H, et al. Studies of Haemaphysalis concinna outbreaks in Cangxi County of Sichuan province. Veterinary Science in China. 2006;36(6):719–723. (in Chinese).
  • Zhang Y, Shen S, Fang Y, et al. Isolation, characterization, and phylogenetic analysis of two new Crimean-Congo hemorrhagic fever virus strains from the northern region of Xinjiang province, China. Virol Sin. 2018;33(1):74–86.
  • Xiao Y, Xiao Q. The ecological consequences of the large quantities of trees planted in northwest China by the Government of China. Environ Sci Pollut Res Int. 2019;26(32):33043–33053.
  • Mysterud A, Stigum VM, Jaarsma RI, et al. Genospecies of Borrelia burgdorferi sensu lato detected in 16 mammal species and questing ticks from Northern Europe. Sci Rep. 2019;9(1):5088.
  • Talbot B, Slatculescu A, Thickstun CR, et al. Landscape determinants of density of blacklegged ticks, vectors of Lyme disease, at the northern edge of their distribution in Canada. Sci Rep. 2019;9(1):16652.