Simulation models predict that school-age children are responsible for most human-to-mosquito Plasmodium falciparum transmission in southern Malawi

被引:44
作者
Coalson, Jenna E. [1 ,6 ,7 ]
Cohee, Lauren M. [2 ]
Buchwald, Andrea G. [2 ]
Nyambalo, Andrew [3 ]
Kubale, John [1 ]
Seydel, Karl B. [4 ]
Mathanga, Don [5 ]
Taylor, Terrie E. [4 ]
Laufer, Miriam K. [2 ]
Wilson, Mark L. [1 ]
机构
[1] Univ Michigan, Sch Publ Hlth, Dept Epidemiol, M5507 SPH 2,1415 Washington Hts, Ann Arbor, MI 48109 USA
[2] Univ Maryland, Sch Med, Div Malaria Res, Inst Global Hlth, Baltimore, MD 21201 USA
[3] Univ Malawi, Blantyre Malaria Project, Coll Med, Blantyre, Malawi
[4] Michigan State Univ, Coll Osteopath Med, E Lansing, MI 48824 USA
[5] Univ Malawi, Malaria Alert Ctr, Coll Med, Blantyre, Malawi
[6] Univ Arizona, Ctr Insect Sci, Tucson, AZ 85721 USA
[7] Univ Arizona, Dept Epidemiol & Biostat, Tucson, AZ 85721 USA
来源
MALARIA JOURNAL | 2018年 / 17卷
基金
美国国家卫生研究院;
关键词
Malaria; Transmission reservoirs; School-age children; Simulation model; Plasmodium falciparum; Gametocytes; ANOPHELES-GAMBIAE; MALARIA TRANSMISSION; INFECTIOUS RESERVOIR; GAMETOCYTE CARRIERS; HUMAN-POPULATIONS; AREA; EPIDEMIOLOGY; AFRICA; ELIMINATION; PREVALENCE;
D O I
10.1186/s12936-018-2295-4
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
Background: Malaria persists in some high-transmission areas despite extensive control efforts. Progress toward elimination may require effective targeting of specific human populations that act as key transmission reservoirs. Methods: Parameterized using molecular-based Plasmodium falciparum infection data from cross-sectional community studies in southern Malawi, a simulation model was developed to predict the proportions of human-to-mosquito transmission arising from (a) children under 5 years old (U5s), (b) school-age children (SAC, 5-15 years), (c) young adults (16-30 years), and (d) adults > 30 years. The model incorporates mosquito biting heterogeneity and differential infectivity (i.e. probability that a blood-fed mosquito develops oocysts) by age and gametocyte density. Results: The model predicted that SAC were responsible for more than 60% of new mosquito infections in both dry and rainy seasons, even though they comprise only 30% of this southern Malawi population. Young adults were the second largest contributors, while U5s and adults over 30 were each responsible for < 10% of transmission. While the specific predicted values are sensitive to the relative infectiousness of SAC, this group remained the most important contributor to mosquito infections under all realistic estimates. Conclusions: These results suggest that U5 children play a small role compared to SAC in maintaining P. falciparum transmission in southern Malawi. Models that assume biting homogeneity overestimate the importance of U5s. To reduce transmission, interventions will need to reach more SAC and young adults. This publicly available model can be used by others to estimate age-specific transmission contributions in epidemiologically similar sites with local parameter estimates of P. falciparum prevalence and bed net use.
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页数:12
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共 43 条
  • [1] Alano P., 2005, Parassitologia (Rome), V47, P199
  • [2] Estimation of malaria transmission from humans to mosquitoes in two neighbouring villages in south Cameroon: evaluation and comparison of several indices
    Bonnet, S
    Gouagna, LC
    Paul, RE
    Safeukui, I
    Meunier, JY
    Boudin, C
    [J]. TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE, 2003, 97 (01) : 53 - 59
  • [3] HIGH HUMAN MALARIAL INFECTIVITY TO LABORATORY-BRED ANOPHELES-GAMBIAE IN A VILLAGE IN BURKINA-FASO
    BOUDIN, C
    OLIVIER, M
    MOLEZ, JF
    CHIRON, JP
    AMBROISETHOMAS, P
    [J]. AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE, 1993, 48 (05) : 700 - 706
  • [4] Epidemiology and Infectivity of Plasmodium falciparum and Plasmodium vivax Gametocytes in Relation to Malaria Control and Elimination
    Bousema, Teun
    Drakeley, Chris
    [J]. CLINICAL MICROBIOLOGY REVIEWS, 2011, 24 (02) : 377 - +
  • [5] Effect of Transmission Setting and Mixed Species Infections on Clinical Measures of Malaria in Malawi
    Bruce, Marian C.
    Macheso, Allan
    Kelly-Hope, Louise A.
    Nkhoma, Standwell
    McConnachie, Alex
    Molyneux, Malcolm E.
    [J]. PLOS ONE, 2008, 3 (07):
  • [6] Bed net use among school-aged children after a universal bed net campaign in Malawi
    Buchwald, Andrea G.
    Walldorf, Jenny A.
    Cohee, Lauren M.
    Coalson, Jenna E.
    Chimbiya, Nelson
    Bauleni, Andy
    Nkanaunena, Kondwani
    Ngwira, Andrew
    Kapito-Tembo, Atupele
    Mathanga, Don P.
    Taylor, Terrie E.
    Laufer, Miriam K.
    [J]. MALARIA JOURNAL, 2016, 15
  • [7] CARNEVALE P, 1978, B WORLD HEALTH ORGAN, V56, P147
  • [8] Predicting mosquito infection from Plasmodium falciparum gametocyte density and estimating the reservoir of infection
    Churcher, Thomas S.
    Bousema, Teun
    Walker, Martin
    Drakeley, Chris
    Schneider, Petra
    Ouedraogo, Andre Lin
    Basanez, Maria-Gloria
    [J]. ELIFE, 2013, 2
  • [9] High prevalence of Plasmodium falciparum gametocyte infections in school-age children using molecular detection: patterns and predictors of risk from a cross-sectional study in southern Malawi
    Coalson, Jenna E.
    Walldorf, Jenny A.
    Cohee, Lauren M.
    Ismail, Miriam D.
    Mathanga, Don
    Cordy, Regina Joice
    Marti, Matthias
    Taylor, Terrie E.
    Seydel, Karl B.
    Laufer, Miriam K.
    Wilson, Mark L.
    [J]. MALARIA JOURNAL, 2016, 15 : 1 - 17
  • [10] Infectivity of asymptomatic Plasmodium-infected human populations to Anopheles dirus mosquitoes in western Thailand
    Coleman, RE
    Kumpitak, C
    Ponlawat, A
    Maneechai, N
    Phunkitchar, V
    Rachapaew, N
    Zollner, G
    Sattabongkot, JN
    [J]. JOURNAL OF MEDICAL ENTOMOLOGY, 2004, 41 (02) : 201 - 208