Modeling asymptomatic infections and work-related human circulation as drivers of unstable malaria transmission in low-prevalence areas: A study in the Northern Peruvian Amazon
被引:9
作者:
Pizzitutti, Francesco
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机构:
Duke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USADuke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
Pizzitutti, Francesco
[1
]
Mena, Carlos F.
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机构:
Univ San Francisco Quito, Colegio Ciencias Biol & Ambientales, Quito, EcuadorDuke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
Mena, Carlos F.
[2
]
Feingold, Beth
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机构:
SUNY Albany, Environm Hlth Sci, One Univ Pl, Rensselaer, NY 12144 USADuke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
Feingold, Beth
[3
]
Pan, William K.
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h-index: 0
机构:
Duke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
Duke Univ, Nicholas Sch Environm, 310 Trent Dr, Durham, NC 27708 USADuke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
Pan, William K.
[1
,4
]
机构:
[1] Duke Univ, Duke Global Hlth Inst, 310 Trent Dr, Durham, NC 27708 USA
[2] Univ San Francisco Quito, Colegio Ciencias Biol & Ambientales, Quito, Ecuador
[3] SUNY Albany, Environm Hlth Sci, One Univ Pl, Rensselaer, NY 12144 USA
[4] Duke Univ, Nicholas Sch Environm, 310 Trent Dr, Durham, NC 27708 USA
Background: Despite relatively successful control campaigns, malaria remains a relevant public health problem in the Peruvian Amazon. Several studies suggest that malaria persistence in the area can be connected with a high prevalence of asymptomatic infections, which were subsequently shown to be connected with work-related exposure in areas of hyperendemic transmission. In this study, we tested the hypothesis that the infection reservoir represented by asymptomatic carriers in the northern Peruvian Amazon, combined with circular human movement to and from hyperendemic working areas, can capture the observed hypoendemic malaria transmission. Methods: We designed a set of agent-based models that represent local-scale malaria transmission in a typical riverine community in the northern Peruvian Amazon. The models include asymptomatic individuals as well as a full representation of human movements within the community and between the community and external hyperendemic working places. Several theoretical scenarios are explored to verify if and how malaria clinical immunity prevalence and human work-related movements influence the malaria morbidity registered in the community. Results: Agent-based simulations suggest that malaria incidence observed through passive case detection can be reproduced as exclusively generated by the asymptomatic infection reservoir. Scenarios analysis also show that, even if asymptomatic infections are completely eliminated, human movements to and from hyperendemic working areas generate a flow of imported cases that is enough to permit the persistence of transmission in the community. Simulation results were verified over a wide range of clinical immunity prevalence values and over a wide range of percentages of people working in remote hyperendemic areas. This context of unstable malaria transmission is observed to be vulnerable to severe outbreaks. Conclusions: Asymptomatic malaria infection and occupational circular human movement to hyperendemic transmission areas are designated by agent-based models as possible exclusive causes of residual hypoendemic malaria transmission observed in the Peruvian Amazon. Control strategies are proposed to decrease asymptomatic infection prevalence and to block transmission from asymptomatic individuals to the malaria susceptible population.
机构:
Gulbenkian Inst Sci, Oeiras, PortugalGulbenkian Inst Sci, Oeiras, Portugal
Aguas, Ricardo
White, Lisa J.
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机构:
Univ Warwick, Dept Biol Sci, Ecol & Epidemiol Grp, Coventry, W Midlands, EnglandGulbenkian Inst Sci, Oeiras, Portugal
White, Lisa J.
Snow, Robert W.
论文数: 0引用数: 0
h-index: 0
机构:
Kenya Govt Med Res Ctr, Ctr Geographic Med, Malaria Public Hlth & Epidemiol Grp, Nairobi, Kenya
Univ Oxford, John Radcliffe Hosp, Ctr Trop Med, Oxford, EnglandGulbenkian Inst Sci, Oeiras, Portugal
Snow, Robert W.
Gomes, M. Gabriela M.
论文数: 0引用数: 0
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机构:
Gulbenkian Inst Sci, Oeiras, Portugal
Univ Lisbon, Ctr Matematica Aplicacoes Fundamentais, Lisbon, PortugalGulbenkian Inst Sci, Oeiras, Portugal
Gomes, M. Gabriela M.
[J].
PLOS ONE,
2008,
3
(03):
[2]
Alves FP, 2005, J MED ENTOMOL, V42, P777, DOI 10.1603/0022-2585(2005)042[0777:ACOPSA]2.0.CO
机构:
Univ London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Banks, S. D.
Murray, N.
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h-index: 0
机构:
Heidelberg Univ, Inst Publ Hlth, Heidelberg, GermanyUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Murray, N.
Wilder-Smith, A.
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Inst Publ Hlth, Heidelberg, Germany
Nanyang Technol Univ, Lee Kong Chian Sch Med, Singapore 639798, Singapore
Umea Univ, Dept Publ Hlth & Clin Med Epidemiol & Global Hlth, Umea, SwedenUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Wilder-Smith, A.
Logan, J. G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
机构:
London Sch Hyg & Trop Med, London WC1E 7HT, England
Radboud Univ Nijmegen, Med Ctr, NL-6525 GA Nijmegen, NetherlandsLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Bousema, Teun
Okell, Lucy
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, London SW7 2AZ, EnglandLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Okell, Lucy
Felger, Ingrid
论文数: 0引用数: 0
h-index: 0
机构:
Swiss Trop Inst, CH-4051 Basel, SwitzerlandLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Felger, Ingrid
Drakeley, Chris
论文数: 0引用数: 0
h-index: 0
机构:
London Sch Hyg & Trop Med, London WC1E 7HT, EnglandLondon Sch Hyg & Trop Med, London WC1E 7HT, England
机构:
Gulbenkian Inst Sci, Oeiras, PortugalGulbenkian Inst Sci, Oeiras, Portugal
Aguas, Ricardo
White, Lisa J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Warwick, Dept Biol Sci, Ecol & Epidemiol Grp, Coventry, W Midlands, EnglandGulbenkian Inst Sci, Oeiras, Portugal
White, Lisa J.
Snow, Robert W.
论文数: 0引用数: 0
h-index: 0
机构:
Kenya Govt Med Res Ctr, Ctr Geographic Med, Malaria Public Hlth & Epidemiol Grp, Nairobi, Kenya
Univ Oxford, John Radcliffe Hosp, Ctr Trop Med, Oxford, EnglandGulbenkian Inst Sci, Oeiras, Portugal
Snow, Robert W.
Gomes, M. Gabriela M.
论文数: 0引用数: 0
h-index: 0
机构:
Gulbenkian Inst Sci, Oeiras, Portugal
Univ Lisbon, Ctr Matematica Aplicacoes Fundamentais, Lisbon, PortugalGulbenkian Inst Sci, Oeiras, Portugal
Gomes, M. Gabriela M.
[J].
PLOS ONE,
2008,
3
(03):
[2]
Alves FP, 2005, J MED ENTOMOL, V42, P777, DOI 10.1603/0022-2585(2005)042[0777:ACOPSA]2.0.CO
机构:
Univ London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Banks, S. D.
Murray, N.
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Inst Publ Hlth, Heidelberg, GermanyUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Murray, N.
Wilder-Smith, A.
论文数: 0引用数: 0
h-index: 0
机构:
Heidelberg Univ, Inst Publ Hlth, Heidelberg, Germany
Nanyang Technol Univ, Lee Kong Chian Sch Med, Singapore 639798, Singapore
Umea Univ, Dept Publ Hlth & Clin Med Epidemiol & Global Hlth, Umea, SwedenUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
Wilder-Smith, A.
Logan, J. G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, EnglandUniv London London Sch Hyg & Trop Med, Dept Dis Control, London WC1E 7HT, England
机构:
London Sch Hyg & Trop Med, London WC1E 7HT, England
Radboud Univ Nijmegen, Med Ctr, NL-6525 GA Nijmegen, NetherlandsLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Bousema, Teun
Okell, Lucy
论文数: 0引用数: 0
h-index: 0
机构:
Univ London Imperial Coll Sci Technol & Med, London SW7 2AZ, EnglandLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Okell, Lucy
Felger, Ingrid
论文数: 0引用数: 0
h-index: 0
机构:
Swiss Trop Inst, CH-4051 Basel, SwitzerlandLondon Sch Hyg & Trop Med, London WC1E 7HT, England
Felger, Ingrid
Drakeley, Chris
论文数: 0引用数: 0
h-index: 0
机构:
London Sch Hyg & Trop Med, London WC1E 7HT, EnglandLondon Sch Hyg & Trop Med, London WC1E 7HT, England