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Published in: BMC Infectious Diseases 1/2017

Open Access 01-12-2017 | Research article

Space and space-time distributions of dengue in a hyper-endemic urban space: the case of Girardot, Colombia

Author: Mauricio Fuentes-Vallejo

Published in: BMC Infectious Diseases | Issue 1/2017

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Abstract

Background

Dengue is a widely spread vector-borne disease. Dengue cases in the Americas have increased over the last few decades, affecting various urban spaces throughout these continents, including the tourism-oriented city of Girardot, Colombia. Interactions among mosquitoes, pathogens and humans have recently been examined using different temporal and spatial scales in attempts to determine the roles that social and ecological systems play in dengue transmission. The current work characterizes the spatial and temporal behaviours of dengue in Girardot and discusses the potential territorial dynamics related to the distribution of this disease.

Methods

Based on officially reported dengue cases (2012–2015) corresponding to epidemic (2013) and inter-epidemic years (2012, 2014, 2015), space (Getis-Ord index) and space-time (Kulldorff’s scan statistics) analyses were performed.

Results

Geocoded dengue cases (n = 2027) were slightly overrepresented by men (52.1%). As expected, the cases were concentrated in the 0- to 15-year-old age group according to the actual trends of Colombia. The incidence rates of dengue during the rainy and dry seasons as well as those for individual years (2012, 2013 and 2014) were significant using the global Getis-Ord index. Local clusters shifted across seasons and years; nevertheless, the incidence rates clustered towards the southwest region of the city under different residential conditions. Space-time clusters shifted from the northeast to the southwest of the city (2012–2014). These clusters represented only 4.25% of the total cases over the same period (n = 1623). A general trend was observed, in which dengue cases increased during the dry seasons, especially between December and February.

Conclusions

Despite study limitations related to official dengue records and available fine-scale demographic information, the spatial analysis results were promising from a geography of health perspective. Dengue did not show linear association with poverty or with vulnerable peripheral spaces in intra-urban settings, supporting the idea that the pathogenic complex of dengue is driven by different factors. A coordinated collaboration of epidemiological, public health and social science expertise is needed to assess the effect of “place” from a relational perspective in which geography has an important role to play.
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Literature
4.
go back to reference Zambrano B, San Martin JL. Epidemiology of dengue in latin America. J Pediatric Infect Dis Soc. 2014;3(3):181–2.CrossRefPubMed Zambrano B, San Martin JL. Epidemiology of dengue in latin America. J Pediatric Infect Dis Soc. 2014;3(3):181–2.CrossRefPubMed
5.
go back to reference Fernández-Salas I, Danis-Lozano R, Casas-Martínez M, Ulloa A, Bond JG, Marina CF, et al. Historical inability to control Aedes Aegypti as a main contributor of fast dispersal of chikungunya outbreaks in Latin America. Antivir Res. 2015;124:30–42.CrossRefPubMed Fernández-Salas I, Danis-Lozano R, Casas-Martínez M, Ulloa A, Bond JG, Marina CF, et al. Historical inability to control Aedes Aegypti as a main contributor of fast dispersal of chikungunya outbreaks in Latin America. Antivir Res. 2015;124:30–42.CrossRefPubMed
7.
go back to reference Donnat M, Gozalvez-Kreuzer B, Roca Y, Conde Cosme A, Choque Rios J, Hervé J-P, et al. La dynamique de la dengue à Santa Cruz de la Sierra (Bolivie) entre paysages à risques et mobilités: appréciation des inégalités et gestion du risque. Espac Popul Sociétés. 2011:34–46. Donnat M, Gozalvez-Kreuzer B, Roca Y, Conde Cosme A, Choque Rios J, Hervé J-P, et al. La dynamique de la dengue à Santa Cruz de la Sierra (Bolivie) entre paysages à risques et mobilités: appréciation des inégalités et gestion du risque. Espac Popul Sociétés. 2011:34–46.
8.
go back to reference Padilla JC, Rojas DP, Sáenz-Gómez R, Sáenz-Gómez R. Dengue en Colombia: Epidemiología de la reemergencia a la hiperendemia. Hernández CA, editor. Bogotá D. C.; 2012. 248 p. Padilla JC, Rojas DP, Sáenz-Gómez R, Sáenz-Gómez R. Dengue en Colombia: Epidemiología de la reemergencia a la hiperendemia. Hernández CA, editor. Bogotá D. C.; 2012. 248 p.
9.
go back to reference Castañeda-Orjuela C, Diaz H, Alvis-Guzman N, Olarte A, Rodriguez H, Camargo G, et al. Burden of disease and economic impact of dengue and severe dengue in Colombia, 2011. Value Heal Reg Issues. 2012;1:123–8.CrossRef Castañeda-Orjuela C, Diaz H, Alvis-Guzman N, Olarte A, Rodriguez H, Camargo G, et al. Burden of disease and economic impact of dengue and severe dengue in Colombia, 2011. Value Heal Reg Issues. 2012;1:123–8.CrossRef
11.
go back to reference Smith DL, Perkins TA, Reiner RC, Barker CM, Niu T, Chaves LF, et al. Recasting the theory of mosquito-borne pathogen transmission dynamics and control. Trans R Soc Trop Med Hyg. 2014;108(4):185–97.CrossRefPubMedPubMedCentral Smith DL, Perkins TA, Reiner RC, Barker CM, Niu T, Chaves LF, et al. Recasting the theory of mosquito-borne pathogen transmission dynamics and control. Trans R Soc Trop Med Hyg. 2014;108(4):185–97.CrossRefPubMedPubMedCentral
12.
go back to reference Bowman LR, Runge-Ranzinger S, McCall PJ. Assessing the Relationship between Vector Indices and Dengue Transmission: A Systematic Review of the Evidence. Plos Negl Trop Dis. 2014;8(5):1–11. Bowman LR, Runge-Ranzinger S, McCall PJ. Assessing the Relationship between Vector Indices and Dengue Transmission: A Systematic Review of the Evidence. Plos Negl Trop Dis. 2014;8(5):1–11.
15.
go back to reference Telle O. Géographie d’une maladie émergente en milieu urbain endémique, le cas de la dengue à Delhi, Inde. Cybergeo Eur J Geogr. 2015;(718):1–20. Telle O. Géographie d’une maladie émergente en milieu urbain endémique, le cas de la dengue à Delhi, Inde. Cybergeo Eur J Geogr. 2015;(718):1–20.
18.
go back to reference Sorre M. Complexes pathogènes et géographie médicale. Ann Georgr. 1933;235:1–18. Sorre M. Complexes pathogènes et géographie médicale. Ann Georgr. 1933;235:1–18.
19.
go back to reference Flauzino RF, Souza-Santos R, Barcelllos C, Gracie R, Magalhães MDAFM, Oliveira RMD. Spatial heterogeneity of dengue fever in local studies, City of Niterói, southeastern Brazil. Rev Saude Publica. 2009;43(6):1035–43.CrossRefPubMed Flauzino RF, Souza-Santos R, Barcelllos C, Gracie R, Magalhães MDAFM, Oliveira RMD. Spatial heterogeneity of dengue fever in local studies, City of Niterói, southeastern Brazil. Rev Saude Publica. 2009;43(6):1035–43.CrossRefPubMed
20.
go back to reference Fuentes-Vallejo M, Higuera-Mendieta DR, García-Betancourt T, Alcalá-Espinosa LA, García-Sanchez D, Munévar-Cagigas DA, et al. Territorial analysis of Aedes Aegypti distribution in two Colombian cities: a chorematic and ecosystem approach. Cad Saude Publica. 2015;31(3):517–30.CrossRefPubMed Fuentes-Vallejo M, Higuera-Mendieta DR, García-Betancourt T, Alcalá-Espinosa LA, García-Sanchez D, Munévar-Cagigas DA, et al. Territorial analysis of Aedes Aegypti distribution in two Colombian cities: a chorematic and ecosystem approach. Cad Saude Publica. 2015;31(3):517–30.CrossRefPubMed
23.
go back to reference Ruíz Salguero M, Rubiano N, González A, Lulle T, Bodnar Y, Velásquez S, et al. Ciudad, espacio y población: el proceso de urbanización en Colombia [Internet]. Bogotá; 2007. Ruíz Salguero M, Rubiano N, González A, Lulle T, Bodnar Y, Velásquez S, et al. Ciudad, espacio y población: el proceso de urbanización en Colombia [Internet]. Bogotá; 2007.
24.
go back to reference Camara de Comercio de Bogotá, Facultad de Ciencias Universidad Nacional. Plan de competitividad de girardot 2007–2019. Girardot; 2007. 144 p. Camara de Comercio de Bogotá, Facultad de Ciencias Universidad Nacional. Plan de competitividad de girardot 2007–2019. Girardot; 2007. 144 p.
25.
go back to reference Gobernación de Cundinamarca. Plan de Desarrollo Departamental ‘Calidad de Vida’. 2012. Gobernación de Cundinamarca. Plan de Desarrollo Departamental ‘Calidad de Vida’. 2012.
26.
go back to reference Alirol E, Getaz L, Stoll B, Chappuis F, Loutan L. Urbanisation and infectious diseases in a globalised world. Lancet Infect Dis. 2011;11(2):131–41.CrossRefPubMed Alirol E, Getaz L, Stoll B, Chappuis F, Loutan L. Urbanisation and infectious diseases in a globalised world. Lancet Infect Dis. 2011;11(2):131–41.CrossRefPubMed
29.
go back to reference Delmelle E, Casas I, Rojas JH, Varela A. Spatio-temporal patterns of dengue fever in Cali, Colombia. Int J Appl Geospatial Res 2013;4(4):58–75. Delmelle E, Casas I, Rojas JH, Varela A. Spatio-temporal patterns of dengue fever in Cali, Colombia. Int J Appl Geospatial Res 2013;4(4):58–75.
32.
go back to reference Powell JR, Tabachnick WJ. History of domestication and spread of Aedes Aegypti - a review. Mem Inst Oswaldo Cruz. 2013 Jan;108 Suppl(August):11–17. Powell JR, Tabachnick WJ. History of domestication and spread of Aedes Aegypti - a review. Mem Inst Oswaldo Cruz. 2013 Jan;108 Suppl(August):11–17.
33.
go back to reference Ord JK, Getis A. Testing for local spatial autocorrelation in the presence of global autocorrelation. J Reg Sci 2001;41(3):411–32. Ord JK, Getis A. Testing for local spatial autocorrelation in the presence of global autocorrelation. J Reg Sci 2001;41(3):411–32.
34.
go back to reference Kulldorff M. A spatial scan statistic. Commun Stat Theory Methods. 1997;6(26):1481–96.CrossRef Kulldorff M. A spatial scan statistic. Commun Stat Theory Methods. 1997;6(26):1481–96.CrossRef
35.
go back to reference Kulldorff M. SaTScan User Guide. 2015. 116 p. Kulldorff M. SaTScan User Guide. 2015. 116 p.
37.
go back to reference Wang C, Yang W, Fan J, Wang F, Jiang B, Liu Q. Spatial and Temporal Patterns of Dengue in Guangdong Province of China. Asia Pac J Public Heal. 2015;2(27):1–11. Wang C, Yang W, Fan J, Wang F, Jiang B, Liu Q. Spatial and Temporal Patterns of Dengue in Guangdong Province of China. Asia Pac J Public Heal. 2015;2(27):1–11.
38.
go back to reference Bonilla R. Distribución espacio-temporal de la fiebre dengue en Costa Rica. Población y salud en mesoamérica. 2006;3(2):1–8. Bonilla R. Distribución espacio-temporal de la fiebre dengue en Costa Rica. Población y salud en mesoamérica. 2006;3(2):1–8.
41.
go back to reference Villar LA, Rojas DP, Besada-Lombana S, Sarti E. Epidemiological trends of dengue disease in Colombia (2000–2011): a systematic review. PLoS Negl Trop Dis. 2015;9(3):1–16.CrossRef Villar LA, Rojas DP, Besada-Lombana S, Sarti E. Epidemiological trends of dengue disease in Colombia (2000–2011): a systematic review. PLoS Negl Trop Dis. 2015;9(3):1–16.CrossRef
44.
go back to reference Farietta Varela SM. Estudio Ecológico de la Fiebre del Dengue y el Dengue Hemorrágico en el municipio de Girardot-Colombia. Universidad Autónoma de Barcelona; 2003. Farietta Varela SM. Estudio Ecológico de la Fiebre del Dengue y el Dengue Hemorrágico en el municipio de Girardot-Colombia. Universidad Autónoma de Barcelona; 2003.
46.
go back to reference Vazquez-Prokopec GM, Kitron U, Montgomery B, Horne P, Ritchie S a. Quantifying the spatial dimension of dengue virus epidemic spread within a tropical urban environment. PLoS Negl Trop Dis. 2010;4(12):1–14.CrossRef Vazquez-Prokopec GM, Kitron U, Montgomery B, Horne P, Ritchie S a. Quantifying the spatial dimension of dengue virus epidemic spread within a tropical urban environment. PLoS Negl Trop Dis. 2010;4(12):1–14.CrossRef
47.
go back to reference Alcalá Espinosa LA. Productividad del vector del dengue Aedes aegypti (L.) (Diptera: Culicidae), en Girardot-Cundinamarca. Universidad Nacional de Colombia; 2014. Alcalá Espinosa LA. Productividad del vector del dengue Aedes aegypti (L.) (Diptera: Culicidae), en Girardot-Cundinamarca. Universidad Nacional de Colombia; 2014.
48.
51.
go back to reference Vazquez-Prokopec GM, Bisanzio D, Stoddard ST, Paz-Soldan V, Morrison AC, Elder JP, et al. Using GPS technology to quantify human mobility, dynamic contacts and infectious disease dynamics in a resource-poor urban environment. PLoS One. 2013;8(4):1–10.CrossRef Vazquez-Prokopec GM, Bisanzio D, Stoddard ST, Paz-Soldan V, Morrison AC, Elder JP, et al. Using GPS technology to quantify human mobility, dynamic contacts and infectious disease dynamics in a resource-poor urban environment. PLoS One. 2013;8(4):1–10.CrossRef
53.
go back to reference Rodriguez-Barraquer I, Mier-y-Teran-Romero L, Schwartz IB, Burke DS, Cummings D a T. Potential opportunities and perils of imperfect dengue vaccines. Vaccine. 2014;32(4):514–20.CrossRefPubMed Rodriguez-Barraquer I, Mier-y-Teran-Romero L, Schwartz IB, Burke DS, Cummings D a T. Potential opportunities and perils of imperfect dengue vaccines. Vaccine. 2014;32(4):514–20.CrossRefPubMed
55.
go back to reference Cummins S, Curtis S, Diez-Roux AV, Macintyre S. Understanding and representing ‘place’ in health research: a relational approach. Soc Sci Med. 2007;65(9):1825–38.CrossRefPubMed Cummins S, Curtis S, Diez-Roux AV, Macintyre S. Understanding and representing ‘place’ in health research: a relational approach. Soc Sci Med. 2007;65(9):1825–38.CrossRefPubMed
Metadata
Title
Space and space-time distributions of dengue in a hyper-endemic urban space: the case of Girardot, Colombia
Author
Mauricio Fuentes-Vallejo
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2017
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-017-2610-7

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