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Published in: BMC Infectious Diseases 1/2020

Open Access 01-12-2020 | Research article

Spatial and temporal patterns of Ross River virus in south east Queensland, Australia: identification of hot spots at the rural-urban interface

Authors: Amanda K. Murphy, Julie A. Clennon, Gonzalo Vazquez-Prokopec, Cassie C. Jansen, Francesca D. Frentiu, Louise M. Hafner, Wenbiao Hu, Gregor J. Devine

Published in: BMC Infectious Diseases | Issue 1/2020

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Abstract

Background

Ross River virus (RRV) is responsible for the most common vector-borne disease of humans reported in Australia. The virus circulates in enzootic cycles between multiple species of mosquitoes, wildlife reservoir hosts and humans. Public health concern about RRV is increasing due to rising incidence rates in Australian urban centres, along with increased circulation in Pacific Island countries. Australia experienced its largest recorded outbreak of 9544 cases in 2015, with the majority reported from south east Queensland (SEQ). This study examined potential links between disease patterns and transmission pathways of RRV.

Methods

The spatial and temporal distribution of notified RRV cases, and associated epidemiological features in SEQ, were analysed for the period 2001–2016. This included fine-scale analysis of disease patterns across the suburbs of the capital city of Brisbane, and those of 8 adjacent Local Government Areas, and host spot analyses to identify locations with significantly high incidence.

Results

The mean annual incidence rate for the region was 41/100,000 with a consistent seasonal peak in cases between February and May. The highest RRV incidence was in adults aged from 30 to 64 years (mean incidence rate: 59/100,000), and females had higher incidence rates than males (mean incidence rates: 44/100,000 and 34/100,000, respectively). Spatial patterns of disease were heterogeneous between years, and there was a wide distribution of disease across both urban and rural areas of SEQ. Overall, the highest incidence rates were reported from predominantly rural suburbs to the north of Brisbane City, with significant hot spots located in peri-urban suburbs where residential, agricultural and conserved natural land use types intersect.

Conclusions

Although RRV is endemic across all of SEQ, transmission is most concentrated in areas where urban and peri-urban environments intersect. The drivers of RRV transmission across rural-urban landscapes should be prioritised for further investigation, including identification of specific vectors and hosts that mediate human spillover.
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Literature
4.
go back to reference Ratnayake JTB. PhD Thesis: The Valuation of Social and Economic Costs of Mosquito-Transmitted Ross River Virus: Griffith University; 2006. Ratnayake JTB. PhD Thesis: The Valuation of Social and Economic Costs of Mosquito-Transmitted Ross River Virus: Griffith University; 2006.
5.
go back to reference Woodruff R, Bambrick H. Climate change impacts on the burden of Ross River virus disease. Commonwealth of Australia, Garnaut Climate Change Review: National Library of Australia; June 2008. Woodruff R, Bambrick H. Climate change impacts on the burden of Ross River virus disease. Commonwealth of Australia, Garnaut Climate Change Review: National Library of Australia; June 2008.
6.
go back to reference Condon RJ, Rouse IL. Acute symptoms and sequelae of Ross River virus infection in South-Western Australia: a follow-up study. Clin Diagn Virol. 1995;3(3):273–84 PubMed PMID: 15566808.PubMedCrossRef Condon RJ, Rouse IL. Acute symptoms and sequelae of Ross River virus infection in South-Western Australia: a follow-up study. Clin Diagn Virol. 1995;3(3):273–84 PubMed PMID: 15566808.PubMedCrossRef
7.
go back to reference Suhrbier A, La Linn M. Clinical and pathologic aspects of arthritis due to Ross River virus and other alphaviruses. Curr Opin Rheumatol. 2004;16(4):374–9 PubMed PMID: 15201600.PubMedCrossRef Suhrbier A, La Linn M. Clinical and pathologic aspects of arthritis due to Ross River virus and other alphaviruses. Curr Opin Rheumatol. 2004;16(4):374–9 PubMed PMID: 15201600.PubMedCrossRef
8.
go back to reference Selden SM, Cameron AS. Changing epidemiology of Ross River virus disease in South Australia. Med J Aust. 1996;165(6):313–7 PubMed PMID: 8862330.PubMedCrossRef Selden SM, Cameron AS. Changing epidemiology of Ross River virus disease in South Australia. Med J Aust. 1996;165(6):313–7 PubMed PMID: 8862330.PubMedCrossRef
9.
go back to reference Aaskov JG, Ross P, Davies CE, Innis MD, Guard RW, Stallman ND, et al. Epidemic polyarthritis in northeastern Australia, 1978-1979. Med J Aust. 1981;2(1):17–9 PubMed PMID: 7278766.PubMedCrossRef Aaskov JG, Ross P, Davies CE, Innis MD, Guard RW, Stallman ND, et al. Epidemic polyarthritis in northeastern Australia, 1978-1979. Med J Aust. 1981;2(1):17–9 PubMed PMID: 7278766.PubMedCrossRef
13.
go back to reference Brokenshire T, Symonds D, Reynolds R, Doggett S, Geary M, Russell R. A cluster of locally-acquired Ross River virus infection in outer western Sydney. N S W Public Health Bull. 2000;11(7):132–4 PubMed PMID: 12105476.PubMedCrossRef Brokenshire T, Symonds D, Reynolds R, Doggett S, Geary M, Russell R. A cluster of locally-acquired Ross River virus infection in outer western Sydney. N S W Public Health Bull. 2000;11(7):132–4 PubMed PMID: 12105476.PubMedCrossRef
14.
go back to reference Ritchie SA, Fanning ID, Phillips DA, Standfast HA, McGinn D, Kay BH. Ross River virus in mosquitoes (Diptera:Culicidae) during the 1994 epidemic around Brisbane, Australia. J Med Entomol. 1997;34(2):156–9 PubMed PMID: 9103757.PubMedCrossRef Ritchie SA, Fanning ID, Phillips DA, Standfast HA, McGinn D, Kay BH. Ross River virus in mosquitoes (Diptera:Culicidae) during the 1994 epidemic around Brisbane, Australia. J Med Entomol. 1997;34(2):156–9 PubMed PMID: 9103757.PubMedCrossRef
16.
go back to reference Tong S, Bi P, Hayes J, Donald K, Mackenzie J. Geographic variation of notified Ross River virus infections in Queensland, Australia, 1985-1996. Am J Trop Med Hyg. 2001;65(3):171–6 PubMed PMID: 11561698.PubMedCrossRef Tong S, Bi P, Hayes J, Donald K, Mackenzie J. Geographic variation of notified Ross River virus infections in Queensland, Australia, 1985-1996. Am J Trop Med Hyg. 2001;65(3):171–6 PubMed PMID: 11561698.PubMedCrossRef
17.
go back to reference Jansen CC, Shivas MA, May FJ, Pyke AT, Onn MB, Lodo K, et al. Epidemiologic, Entomologic, and Virologic Factors of the 2014–15 Ross River Virus Outbreak, Queensland, Australia. Emerg Infect Dis. 2019;25(12):2243–52. Jansen CC, Shivas MA, May FJ, Pyke AT, Onn MB, Lodo K, et al. Epidemiologic, Entomologic, and Virologic Factors of the 2014–15 Ross River Virus Outbreak, Queensland, Australia. Emerg Infect Dis. 2019;25(12):2243–52.
22.
23.
go back to reference Kelly-Hope LA, Purdie DM, Kay BH. Ross River virus disease in Australia, 1886-1998, with analysis of risk factors associated with outbreaks. J Med Entomol. 2004;41(2):133–50 PubMed PMID: 15061271.PubMedCrossRef Kelly-Hope LA, Purdie DM, Kay BH. Ross River virus disease in Australia, 1886-1998, with analysis of risk factors associated with outbreaks. J Med Entomol. 2004;41(2):133–50 PubMed PMID: 15061271.PubMedCrossRef
26.
go back to reference Hu W, Nicholls N, Lindsay M, Dale P, McMichael AJ, Mackenzie JS, et al. Development of a predictive model for ross river virus disease in Brisbane, Australia. Am J Trop Med Hyg. 2004;71(2):129–37 PubMed PMID: 15306700.PubMedCrossRef Hu W, Nicholls N, Lindsay M, Dale P, McMichael AJ, Mackenzie JS, et al. Development of a predictive model for ross river virus disease in Brisbane, Australia. Am J Trop Med Hyg. 2004;71(2):129–37 PubMed PMID: 15306700.PubMedCrossRef
32.
go back to reference Hu W, Tong S, Mengersen K, Oldenburg B. Exploratory spatial analysis of social and environmental factors associated with the incidence of Ross River virus in Brisbane, Australia. Am J Trop Med Hyg. 2007;76(5):814–9 PubMed PMID: 17488897.PubMedCrossRef Hu W, Tong S, Mengersen K, Oldenburg B. Exploratory spatial analysis of social and environmental factors associated with the incidence of Ross River virus in Brisbane, Australia. Am J Trop Med Hyg. 2007;76(5):814–9 PubMed PMID: 17488897.PubMedCrossRef
33.
go back to reference Zhen TM, Kay BH. Comparison of sampling efficacy of sweeping and dipping for Aedes aegypti larvae in tires. J Am Mosq Control Assoc. 1993;9(3):316–20 PubMed PMID: 8245942.PubMed Zhen TM, Kay BH. Comparison of sampling efficacy of sweeping and dipping for Aedes aegypti larvae in tires. J Am Mosq Control Assoc. 1993;9(3):316–20 PubMed PMID: 8245942.PubMed
36.
go back to reference Australian Statistical Geography Standard (ASGS): Volume 3 - Non ABS Structures. 2019. Australian Statistical Geography Standard (ASGS): Volume 3 - Non ABS Structures. 2019.
38.
go back to reference Australian Land Use and Management Classification Version 8. Canberra, Australia: Department of Agriculture and Water Resources, Australian Bureau of Agricultural and Resource Economics and Sciences; 2016. Australian Land Use and Management Classification Version 8. Canberra, Australia: Department of Agriculture and Water Resources, Australian Bureau of Agricultural and Resource Economics and Sciences; 2016.
39.
go back to reference Anselin L, Lozano-Gracia N, Koschinky J. Rate transformations and smoothing. Technical Report. Spatial Analysis Laboratory DoG; 2006. Anselin L, Lozano-Gracia N, Koschinky J. Rate transformations and smoothing. Technical Report. Spatial Analysis Laboratory DoG; 2006.
40.
go back to reference Ord JK, Getis A. Local Spatial Autocorrelation Statistics: Distributional Issues and Application. Geogr Anal. 1995;27(4):286–306. Ord JK, Getis A. Local Spatial Autocorrelation Statistics: Distributional Issues and Application. Geogr Anal. 1995;27(4):286–306.
41.
go back to reference Hawkes RA, Boughton CR, Naim HM, Stallman ND. A major outbreak of epidemic polyarthritis in New South Wales during the summer of 1983/1984. Med J Aust. 1985;143(8):330–3 PubMed PMID: 4046944.PubMedCrossRef Hawkes RA, Boughton CR, Naim HM, Stallman ND. A major outbreak of epidemic polyarthritis in New South Wales during the summer of 1983/1984. Med J Aust. 1985;143(8):330–3 PubMed PMID: 4046944.PubMedCrossRef
42.
43.
go back to reference Boughton CR, Hawkes RA, Naim HM, Wild J, Chapman B. Arbovirus infections in humans in New South Wales. Seroepidemiology of the alphavirus group of togaviruses. Med J Aust. 1984;141(11):700–4 PubMed PMID: 6094993.PubMedCrossRef Boughton CR, Hawkes RA, Naim HM, Wild J, Chapman B. Arbovirus infections in humans in New South Wales. Seroepidemiology of the alphavirus group of togaviruses. Med J Aust. 1984;141(11):700–4 PubMed PMID: 6094993.PubMedCrossRef
44.
go back to reference Hawkes RA, Pamplin J, Boughton CR, Naim HM. Arbovirus infections of humans in high-risk areas of South-Eastern Australia: a continuing study. Med J Aust. 1993;159(3):159–62 PubMed PMID: 8393128.PubMedCrossRef Hawkes RA, Pamplin J, Boughton CR, Naim HM. Arbovirus infections of humans in high-risk areas of South-Eastern Australia: a continuing study. Med J Aust. 1993;159(3):159–62 PubMed PMID: 8393128.PubMedCrossRef
52.
go back to reference Woodruff RE, Guest CS, Garner MG, Becker N, Lindesay J, Carvan T, et al. Predicting Ross River virus epidemics from regional weather data. Epidemiology. 2002;13(4):384–93 PubMed PMID: 12094092.PubMedCrossRef Woodruff RE, Guest CS, Garner MG, Becker N, Lindesay J, Carvan T, et al. Predicting Ross River virus epidemics from regional weather data. Epidemiology. 2002;13(4):384–93 PubMed PMID: 12094092.PubMedCrossRef
53.
go back to reference Tong S, Bi P, Donald K, McMichael AJ. Climate variability and Ross River virus transmission. J Epidemiol Community Health. 2002;56(8):617–21 PubMed PMID: 12118054; PubMed Central PMCID: PMCPMC1732227.PubMedPubMedCentralCrossRef Tong S, Bi P, Donald K, McMichael AJ. Climate variability and Ross River virus transmission. J Epidemiol Community Health. 2002;56(8):617–21 PubMed PMID: 12118054; PubMed Central PMCID: PMCPMC1732227.PubMedPubMedCentralCrossRef
59.
go back to reference Ryan PA, Do KA, Kay BH. Spatial and temporal analysis of Ross River virus disease patterns at Maroochy Shire, Australia: association between human morbidity and mosquito (Diptera: Culicidae) abundance. J Med Entomol. 1999;36(4):515–21 PubMed PMID: 10467782.PubMedCrossRef Ryan PA, Do KA, Kay BH. Spatial and temporal analysis of Ross River virus disease patterns at Maroochy Shire, Australia: association between human morbidity and mosquito (Diptera: Culicidae) abundance. J Med Entomol. 1999;36(4):515–21 PubMed PMID: 10467782.PubMedCrossRef
61.
go back to reference Hu W, Tong S, Mengersen K, Oldenburg B, Dale P. Mosquito species (Diptera: Culicidae) and the transmission of Ross River virus in Brisbane, Australia. J Med Entomol. 2006;43(2):375–81 PubMed PMID: 16619624.PubMedCrossRef Hu W, Tong S, Mengersen K, Oldenburg B, Dale P. Mosquito species (Diptera: Culicidae) and the transmission of Ross River virus in Brisbane, Australia. J Med Entomol. 2006;43(2):375–81 PubMed PMID: 16619624.PubMedCrossRef
Metadata
Title
Spatial and temporal patterns of Ross River virus in south east Queensland, Australia: identification of hot spots at the rural-urban interface
Authors
Amanda K. Murphy
Julie A. Clennon
Gonzalo Vazquez-Prokopec
Cassie C. Jansen
Francesca D. Frentiu
Louise M. Hafner
Wenbiao Hu
Gregor J. Devine
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2020
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-020-05411-x

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