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Shocket MS, Ryan SJ, Mordecai EA. Temperature explains broad patterns of Ross River virus transmission. eLife 2018; 7:37762. [PMID: 30152328 PMCID: PMC6112853 DOI: 10.7554/elife.37762] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Accepted: 07/12/2018] [Indexed: 01/31/2023] Open
Abstract
Thermal biology predicts that vector-borne disease transmission peaks at intermediate temperatures and declines at high and low temperatures. However, thermal optima and limits remain unknown for most vector-borne pathogens. We built a mechanistic model for the thermal response of Ross River virus, an important mosquito-borne pathogen in Australia, Pacific Islands, and potentially at risk of emerging worldwide. Transmission peaks at moderate temperatures (26.4°C) and declines to zero at thermal limits (17.0 and 31.5°C). The model accurately predicts that transmission is year-round endemic in the tropics but seasonal in temperate areas, resulting in the nationwide seasonal peak in human cases. Climate warming will likely increase transmission in temperate areas (where most Australians live) but decrease transmission in tropical areas where mean temperatures are already near the thermal optimum. These results illustrate the importance of nonlinear models for inferring the role of temperature in disease dynamics and predicting responses to climate change. Mosquitoes cannot control their body temperature, so their survival and performance depend on the temperature where they live. As a result, outside temperatures can also affect the spread of diseases transmitted by mosquitoes. This has left scientists wondering how climate change may affect the spread of mosquito-borne diseases. Predicting the effects of climate change on such diseases is tricky, because many interacting factors, including temperatures and rainfall, affect mosquito populations. Also, rising temperatures do not always have a positive effect on mosquitoes – they may help mosquitoes initially, but it can get too warm even for these animals. Climate change could affect the Ross River virus, the most common mosquito-borne disease in Australia. The virus infects 2,000 to 9,000 people each year and can cause long-term joint pain and disability. Currently, the virus spreads year-round in tropical, northern Australia and seasonally in temperate, southern Australia. Large outbreaks have occurred outside of Australia, and scientists are worried it could spread worldwide. Now, Shocket et al. have built a model that predicts how the spread of Ross River virus changes with temperature. Shocket et al. used data from laboratory experiments that measured mosquito and virus performance across a broad range of temperatures. The experiments showed that ~26°C (80°F) is the optimal temperature for mosquitoes to spread the Ross River virus. Temperatures below 17°C (63°F) and above 32°C (89°F) hamper the spread of the virus. These temperature ranges match the current disease patterns in Australia where human cases peak in March. This is two months after the country’s average temperature reaches the optimal level and about how long it takes mosquito populations to grow, infect people, and for symptoms to develop. Because northern Australia is already near the optimal temperature for mosquitos to spread the Ross River virus, any climate warming should decrease transmission there. But warming temperatures could increase the disease’s transmission in the southern part of the country, where most people live. The model Shocket et al. created may help the Australian government and mosquito control agencies better plan for the future.
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Affiliation(s)
| | - Sadie J Ryan
- Department of Geography, University of Florida, Gainesville, United States.,Emerging Pathogens Institute, University of Florida, Gainesville, United States.,School of Life Sciences, College of Agriculture, Engineering, and Science, University of KwaZulu Natal, KwaZulu Natal, South Africa
| | - Erin A Mordecai
- Department of Biology, Stanford University, Stanford, United States
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A Kassim NF, Webb CE, Wang Q, Russell RC. Australian distribution, genetic status and seasonal abundance of the exotic mosquitoCulex molestus(Forskal) (Diptera: Culicidae). ACTA ACUST UNITED AC 2013. [DOI: 10.1111/aen.12021] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
| | - Cameron E Webb
- Department of Medical Entomology; The University of Sydney and Westmead Hospital; Westmead; NSW; 2145; Australia
| | - Qinning Wang
- Centre for Infectious Diseases and Microbiology; Institute of Clinical Pathology and Medical Research; Westmead Hospital; Westmead; NSW; 2145; Australia
| | - Richard C Russell
- Department of Medical Entomology; The University of Sydney and Westmead Hospital; Westmead; NSW; 2145; Australia
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Jardine A, Corkeron M, Weinstein P. Dryland salinity and vector-borne disease emergence in southwestern Australia. ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2011; 33:363-370. [PMID: 21416220 DOI: 10.1007/s10653-011-9387-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2010] [Accepted: 10/11/2010] [Indexed: 05/30/2023]
Abstract
Broad-scale clearing of native vegetation for agriculture in southwestern Australia has resulted in severe ecosystem degradation, which has been compounded by the subsequent development of large areas of dryland salinity; decreased transevaporation allows the water table to rise, dissolving ancient aeolian salt deposits and creating saline surface pools. The mosquito-borne disease Ross River virus has been noted as a potential adverse human health outcome in salinity-affected regions because the principal vector, Aedes camptorhynchus, is salt tolerant and thrives preferentially in such systems. To understand the geology and ecology underlying the relationship between land clearing and disease emergence, we examine the relationship between dryland salinity processes that determine the dissolved solids profile of saline pools in affected areas, the mosquito vectors and interactions with the human population within the disease cycle. Aedes camptorhynchus is able to survive in a wide range of salinities in pools created by dryland salinity processes. The link with disease emergence is achieved where population distribution and activity overlaps with the convergence of environmental and ecological conditions that enhance disease transmission.
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Affiliation(s)
- Andrew Jardine
- School of Population Health, University of Queensland, Herston Road, Herston, QLD, 4006, Australia
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Bader CA, Williams CR. Eggs of the Australian saltmarsh mosquito, Aedes camptorhynchus, survive for long periods and hatch in instalments: implications for biosecurity in New Zealand. MEDICAL AND VETERINARY ENTOMOLOGY 2011; 25:70-76. [PMID: 20840222 DOI: 10.1111/j.1365-2915.2010.00908.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
The Australian saltmarsh mosquito, Aedes camptorhynchus (Diptera: Culicidae), is a significant biting pest and disease vector and is the subject of an eradication programme in New Zealand (NZ), where it has been resident for more than 10 years. To better understand the ecology of this common and widespread pest, we studied egg longevity and hatching patterns in the laboratory. By regularly testing for the presence of viable embryos, we found that eggs may last more than 15 months when stored dry (13% viable at this time). Eggs display instalment hatching, with no more than 56% of a batch hatching upon first inundation. Further hatching may occur for at least six inundations and some unhatched eggs may remain viable even after this. Variation in hatching rates can be observed using different water types, with weaker hatching media stimulating lower hatching rates spread over more inundations. By applying average hatching rates to a non-linear model of natural egg attrition, we showed that egg batches exposed to three inundations should be exhausted (zero live eggs present) in approximately 11 months at the conditions tested here. These findings have implications for the current eradication programme for Ae. camptorhynchus in NZ and for our understanding of the ecology of a widespread and common disease vector in Australia.
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Affiliation(s)
- C A Bader
- Mosquitoes and Public Health Research Group, Sansom Institute for Health Research, University of South Australia, Adelaide, SA, Australia
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McCullough CD, Horwitz P. Vulnerability of organic acid tolerant wetland biota to the effects of inorganic acidification. THE SCIENCE OF THE TOTAL ENVIRONMENT 2010; 408:1868-77. [PMID: 20163829 DOI: 10.1016/j.scitotenv.2010.01.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2009] [Revised: 01/04/2010] [Accepted: 01/21/2010] [Indexed: 05/28/2023]
Abstract
Inland waterbodies are often naturally acidic but are these ecosystems pre-adapted to inorganic acidification e.g., by acid sulfate soils (ASS)? We conducted a controlled mesocosm experiment with inorganically acidified wetland water and wetland sediment replicates to pH 3 from a naturally acidic (pH 3.9, conductivity=74microScm(-1)) wetland in south-western Australia. Following acidification, dissolved organic carbon and nitrogen declined, and chlorophyll a dropped to zero. Inorganic acidification mobilised metals from sediment sods with increased water concentrations of Cu, Fe, Mn, Ca, Mg and Al. Acidification showed no significant effect on diatom assemblage. Nonetheless, greatly reduced abundance and diversity of grazing zooplankton was observed. Macroinvertebrates generally showed abundance decreases, although filterer-collector taxa increased. Decreased primary production reduced functional diversity and consumer biomasses. These results suggest likely impact to ecosystem functioning of low pH, weakly-buffered and stained wetlands if exposed to inorganic acidification.
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Affiliation(s)
- Cherie D McCullough
- School of Natural Sciences, Edith Cowan University, Joondalup, WA, Australia.
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Carver S, Spafford H, Storey A, Weinstein P. Colonization of ephemeral water bodies in the Wheatbelt of Western Australia by assemblages of mosquitoes (Diptera: Culicidae): role of environmental factors, habitat, and disturbance. ENVIRONMENTAL ENTOMOLOGY 2009; 38:1585-1594. [PMID: 20021752 DOI: 10.1603/022.038.0609] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Environmental disturbance may have direct and indirect impacts on organisms. We studied the colonization of ephemeral water bodies by mosquitoes (Diptera: Culicidae) in the Wheatbelt region of southwest Western Australia, an area substantially affected by an expanding anthropogenic salinization. Mosquitoes frequently colonized ephemeral water bodies, responded positively to rainfall, and populated smaller water bodies more densely than larger water bodies. We found that the habitat characteristics of ephemeral water bodies changed in association with salinity. Consequently relationships between salinity and abundance of colonizing mosquitoes were direct (salinity-mosquito) and indirect (salinity-water body characteristics-mosquito). Overall, the structure of mosquito assemblages changed with increasing salinity, favoring an increased regional distribution and abundance of Aedes camptorhynchus Thomson (Diptera: Culicidae), a vector of Ross river virus (RRV; Togoviridae: Alphavirus). We conclude secondary salinization in the Western Australia Wheatbelt results in enhanced vectorial potential for RRV transmission.
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Affiliation(s)
- Scott Carver
- School of Animal Biology (M085), University of Western Australia, 35 Stirling Highway, Crawley 6009, Western Australia, Australia.
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Carver S, Spafford H, Storey A, Weinstein P. Dryland Salinity and the Ecology of Ross River Virus: The Ecological Underpinnings of the Potential for Transmission. Vector Borne Zoonotic Dis 2009; 9:611-22. [DOI: 10.1089/vbz.2008.0124] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Scott Carver
- School of Animal Biology (M085), University of Western Australia, Crawley 6009, Western Australia, Australia
- School of Population Health (M431), University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Helen Spafford
- School of Animal Biology (M085), University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Andrew Storey
- School of Animal Biology (M085), University of Western Australia, Crawley 6009, Western Australia, Australia
| | - Philip Weinstein
- School of Population Health (M431), University of Western Australia, Crawley 6009, Western Australia, Australia
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van Schie C, Spafford H, Carver S, Weinstein P. Salinity tolerance ofAedes camptorhynchus(Diptera: Culicidae) from two regions in southwestern Australia. ACTA ACUST UNITED AC 2009. [DOI: 10.1111/j.1440-6055.2009.00719.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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De Little SC, Bowman DMJS, Whelan PI, Brook BW, Bradshaw CJA. Quantifying the drivers of larval density patterns in two tropical mosquito species to maximize control efficiency. ENVIRONMENTAL ENTOMOLOGY 2009; 38:1013-1021. [PMID: 19689879 DOI: 10.1603/022.038.0408] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Understanding the contributions of environmental variation and density feedbacks to changes in vector populations is essential for designing effective vector control. We analyzed monitoring datasets describing larval densities over 7 yr of the two dominant mosquito species, Aedes vigilax (Skuse) and Culex annulirostris (Skuse), of the greater Darwin area (Northern Territory, Australia). Using generalized linear and linear mixed-effects models, we tested hypotheses regarding the environmental determinants of spatio-temporal patterns in relative larval abundance in both species. The most important spatial drivers of Ae. vigilax and Cx. annulirostris larval densities were elevation and water presence. Ae. vigilax density correlates negatively with elevation, whereas there was a positive relationship between Cx. annulirostris density and elevation. These results show how larval habitats used by the saltwater-influenced breeder Ae. vigilax and the obligate freshwater breeder Cx. annulirostris are separated in a tidally influenced swamp. The models examining temporal drivers of larval density also identified this discrimination between freshwater and saltwater habitats. Ae. vigilax larval densities were positively related to maximum tide height and high tide frequency, whereas Cx. annulirostris larval densities were positively related to elevation and rainfall. Adult abundance in the previous month was the most important temporal driver of larval densities in both species, providing a clear dynamical link between the two main life phases in mosquito development. This study shows the importance of considering both spatial and temporal drivers, and intrinsic population dynamics, when planning vector control strategies to reduce larval density, adult population density, and disease transmission effectively.
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Affiliation(s)
- Siobhan C De Little
- Environment Institute, School of Earth and Environmental Sciences, University of Adelaide, Adelaide, South Australia 5005, Australia.
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Williams CR, Williams SR, Nicholson J, Little SM, Riordan J, Fricker SR, Kokkinn MJ. Diversity and seasonal succession of coastal mosquitoes (Diptera: Culicidae) in the northern Adelaide region of South Australia. ACTA ACUST UNITED AC 2009. [DOI: 10.1111/j.1440-6055.2009.00693.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Jardine A, Cook A, Weinstein P. The utility of mosquito-borne disease as an environmental monitoring tool in tropical ecosystems. JOURNAL OF ENVIRONMENTAL MONITORING : JEM 2008; 10:1409-14. [PMID: 19037481 DOI: 10.1039/b806520a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The intrinsic link between ecosystem health and human health has been firmly established in the literature and has given rise to the development of new multidisciplinary fields of research such as medical geology. An important practical implication of the ecosystem health approach is the utility of human disease outbreaks as indicators of underlying ecosystem disruption. The use of such a bioindicator is particularly relevant in developing countries where monitoring of traditional environmental and ecological indicators is not routinely undertaken. Mosquito-borne diseases appear to have good potential as bioindicators in tropical regions because the burden of disease is high, the disease ecology has a strong environmental component and intensive surveillance systems are well established. Evidence is reviewed regarding the utility of mosquito-borne disease to detect a range of ecosystem insults including: hydro-geological disruption in soil-water systems (e.g. secondary soil salinisation and waterlogging); escalating agricultural intensification; deforestation; and urbanisation. The evidence suggests that overall, mosquito-borne disease is a specific but insensitive indicator, because human modification of natural ecosystems does not always result in increases in disease incidence and can, in some cases, lead to reductions. Nevertheless, mosquito-borne disease remain useful as bioindicators if utilised as a complement to traditional environmental variables in identifying ecological disturbances; they can then assist in directing interventions that are concurrently beneficial to both human health and ecosystem health.
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Affiliation(s)
- Andrew Jardine
- School of Population Health, The University of Western Australia, 35 Stirling Highway, Crawley, Western Australia, Australia.
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Jardine A, Lindsay MDA, Johansen CA, Cook A, Weinstein P. Impact of dryland salinity on population dynamics of vector mosquitoes (Diptera: Culicidae) of Ross River virus in inland areas of southwestern Western Australia. JOURNAL OF MEDICAL ENTOMOLOGY 2008; 45:1011-1022. [PMID: 19058624 DOI: 10.1603/0022-2585(2008)45[1011:iodsop]2.0.co;2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
Clearing of native vegetation for agriculture since European settlement has left 1.047 million ha of southwestern Australia affected by a severe form of environmental degradation called dryland salinity, characterized by secondary soil salinization and waterlogging. This area may expand by a further 1.7-3.4 million ha if current trends continue. Detailed investigations of seasonal of adult and larval mosquito population dynamics were undertaken in the region to test the hypothesis that the development of dryland salinity and waterlogging in inland southwestern Australia has led to a succession of mosquito species and increased Ross River virus (family Togaviridae, genus Alphavirus, RRV) transmission risk. Aedes (Ochlerotatus) camptorhynchus (Thomson) made up >90% of adult mosquito collections in saline regions. Nonmetric multidimensional scaling and generalized estimating equations modeling demonstrated that it was strongly associated with increasing severity of dryland salinity. This article describes the first detailed investigation of the mosquito fauna of inland southwestern Australia, and it is the first description of the influence of secondary soil salinity on mosquito population dynamics. Despite the dominant presence of Ae. camptorhynchus, RRV disease incidence is not currently a significant population health priority in areas affected by dryland salinity. Potential limiting factors include local climatic impacts on the seasonal mosquito population dynamics, vertebrate host distribution and feeding behavior of Ae. camptorhynchus, and the scarce and uneven distribution of the human population in the region.
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Affiliation(s)
- A Jardine
- School of Population Health, The University of Western Australia, M431, 35 Stirling Hwy., Crawley, Perth, WA 6009, Australia.
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O'Sullivan L, Jardine A, Cook A, Weinstein P. Deforestation, Mosquitoes, and Ancient Rome: Lessons for Today. Bioscience 2008. [DOI: 10.1641/b580812] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Jardine A, Speldewinde P, Lindsay MDA, Cook A, Johansen CA, Weinstein P. Is there an association between dryland salinity and Ross River virus disease in southwestern Australia? ECOHEALTH 2008; 5:58-68. [PMID: 18648798 DOI: 10.1007/s10393-007-0151-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2007] [Revised: 12/18/2007] [Accepted: 12/19/2007] [Indexed: 05/26/2023]
Abstract
Land use change has the potential to cause severe ecosystem degradation and drive changes in disease transmission and emergence. Broadscale clearing of native vegetation for agriculture in southwestern Australia has resulted in severe ecosystem degradation, which has been compounded by the subsequent development of large areas of dryland salinity. The mosquito-borne disease, Ross River virus (RRV), has been noted as a potential adverse human health outcome in these salinity affected regions. The association between dryland salinity and RRV disease was therefore tested by undertaking a spatial analysis of disease notification records using standard and Bayesian techniques. To overcome inherent limitations with notification data, serological RRV antibody prevalence was also investigated. Neither method revealed a significant association with dryland salinity, however, the spatial scale imposed limited the sensitivity of both studies. Thus, further multidisciplinary studies are required to overcome these limitations and advance understanding of this ecosystem health issue, particularly using variables that can be investigated on a finer scale.
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Affiliation(s)
- Andrew Jardine
- School of Population Health, M431, The University of Western Australia, 35 Stirling Highway, Crawley, Western Australia, 6009, Australia.
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Weinstein P, Cook A. Epidemiological transitions and the changing face of medical geology. AMBIO 2007; 36:67-9. [PMID: 17408192 DOI: 10.1579/0044-7447(2007)36[67:etatcf]2.0.co;2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Affiliation(s)
- Philip Weinstein
- Philip Weinstein School of Population Health, University of Western Australia, Crawley.
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