The Effects of City Streets on an Urban Disease Vector

被引:33
作者
Barbu, Corentin M. [1 ]
Hong, Andrew [2 ]
Manne, Jennifer M. [3 ]
Small, Dylan S. [2 ]
Quintanilla Calderon, Javier E. [4 ]
Sethuraman, Karthik [1 ]
Quispe-Machaca, Victor [4 ]
Ancca-Juarez, Jenny [4 ]
Cornejo del Carpio, Juan G. [5 ]
Malaga Chavez, Fernando S. [5 ]
Naquira, Cesar [4 ]
Levy, Michael Z. [1 ]
机构
[1] Univ Penn, Perelman Sch Med, Dept Biostat & Epidemiol, Ctr Clin Epidemiol & Biostat, Philadelphia, PA 19104 USA
[2] Univ Penn, Wharton Sch, Dept Stat, Philadelphia, PA 19104 USA
[3] Harvard Univ, Sch Publ Hlth, Dept Global Hlth & Populat, Boston, MA 02115 USA
[4] Univ Peruana Cayetano Heredia, Fac Ciencias & Filosofia, Lima, Peru
[5] Minist Salud, Direcc Reg, Arequipa, Peru
基金
美国国家卫生研究院;
关键词
DOMICILIATED TRIATOMA-DIMIDIATA; TARGETED SCREENING STRATEGIES; CHAGAS-DISEASE; INSECTICIDE RESISTANCE; INFESTANS HEMIPTERA; SPATIAL AUTOCORRELATION; MALARIA RISK; GENE FLOW; DYNAMICS; TRANSMISSION;
D O I
10.1371/journal.pcbi.1002801
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
With increasing urbanization vector-borne diseases are quickly developing in cities, and urban control strategies are needed. If streets are shown to be barriers to disease vectors, city blocks could be used as a convenient and relevant spatial unit of study and control. Unfortunately, existing spatial analysis tools do not allow for assessment of the impact of an urban grid on the presence of disease agents. Here, we first propose a method to test for the significance of the impact of streets on vector infestation based on a decomposition of Moran's spatial autocorrelation index; and second, develop a Gaussian Field Latent Class model to finely describe the effect of streets while controlling for cofactors and imperfect detection of vectors. We apply these methods to cross-sectional data of infestation by the Chagas disease vector Triatoma infestans in the city of Arequipa, Peru. Our Moran's decomposition test reveals that the distribution of T. infestans in this urban environment is significantly constrained by streets (p < 0.05). With the Gaussian Field Latent Class model we confirm that streets provide a barrier against infestation and further show that greater than 90% of the spatial component of the probability of vector presence is explained by the correlation among houses within city blocks. The city block is thus likely to be an appropriate spatial unit to describe and control T. infestans in an urban context. Characteristics of the urban grid can influence the spatial dynamics of vector borne disease and should be considered when designing public health policies.
引用
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页数:9
相关论文
共 89 条
[1]   Chagas disease in an area of recent occupation in Cochabamba, Bolivia [J].
Albarracin-Veizaga, H ;
de Carvalho, ME ;
do Nascimento, EMM ;
Rodrigues, VLCC ;
Casanova, C ;
Barata, JMS .
REVISTA DE SAUDE PUBLICA, 1999, 33 (03) :230-236
[2]  
[Anonymous], 2012, R LANG ENV STAT COMP
[3]   Evaluation of Spatially Targeted Strategies to Control Non-Domiciliated Triatoma dimidiata Vector of Chagas Disease [J].
Barbu, Corentin ;
Dumonteil, Eric ;
Gourbiere, Sebastien .
PLOS NEGLECTED TROPICAL DISEASES, 2011, 5 (05)
[4]   Characterization of the Dispersal of Non-Domiciliated Triatoma dimidiata through the Selection of Spatially Explicit Models [J].
Barbu, Corentin ;
Dumonteil, Eric ;
Gourbiere, Sebastien .
PLOS NEGLECTED TROPICAL DISEASES, 2010, 4 (08)
[5]   Optimization of Control Strategies for Non-Domiciliated Triatoma dimidiata, Chagas Disease Vector in the Yucatan Peninsula, Mexico [J].
Barbu, Corentin ;
Dumonteil, Eric ;
Gourbiere, Sebastien .
PLOS NEGLECTED TROPICAL DISEASES, 2009, 3 (04)
[6]   Chagas Disease, Migration and Community Settlement Patterns in Arequipa, Peru [J].
Bayer, Angela M. ;
Hunter, Gabrielle C. ;
Gilman, Robert H. ;
Cornejo del Carpio, Juan G. ;
Naquira, Cesar ;
Bern, Caryn ;
Levy, Michael Z. .
PLOS NEGLECTED TROPICAL DISEASES, 2009, 3 (12)
[7]   Are roads and railroads barriers to bumblebee movement in a temperate suburban conservation area? [J].
Bhattacharya, M ;
Primack, RB ;
Gerwein, J .
BIOLOGICAL CONSERVATION, 2003, 109 (01) :37-45
[8]   Chagas disease transmission in periurban communities of Arequipa, Peru [J].
Bowman, Natalie M. ;
Kawai, Vivian ;
Levy, Michael Z. ;
del Carpio, Juan Geny Cornejo ;
Cabrera, Lilia ;
Delgado, F. ;
Malaga, Francisco ;
Benzaquen, Eleazar Cordova ;
Pinedo, Viviana V. ;
Steurer, Francis ;
Seitz, Amy E. ;
Gilman, Robert H. ;
Bern, Caryn .
CLINICAL INFECTIOUS DISEASES, 2008, 46 (12) :1822-1828
[9]   Risk of Trypanosoma cruzi I (Kinetoplastida:Trypanosomatidae) transmission by Panstrongylus geniculatus (Hemiptera:Reduviidae) in Caracas (Metropolitan district) and neighboring States, Venezuela [J].
Carrasco, HJ ;
Torrellas, A ;
García, C ;
Segovia, M ;
Feliciangeli, MD .
INTERNATIONAL JOURNAL FOR PARASITOLOGY, 2005, 35 (13) :1379-1384
[10]  
Cecere MC, 2006, EMERG INFECT DIS, V12, P1096