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Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area

This study examines the spatial structure of children with cleft lip and palate (CLP) and its association with polluted areas in the Monterrey Metropolitan Area (MMA). The Nearest Neighbor Index (NNI) and the Spatial Statistical Scan (SaTScan) determined that the CLP cases are agglomerated in spatia...

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Autores principales: Gasca-Sanchez, Francisco Manuel, Santos-Guzman, Jesus, Elizondo-Dueñaz, Ricardo, Mejia-Velazquez, Gerardo Manuel, Ruiz-Pacheco, Cecilia, Reyes-Rodriguez, Deborah, Vazquez-Camacho, Elsie, Hernandez-Hernandez, José Ascencion, Lopez-Sanchez, Rosa del Carmen, Ortiz-Lopez, Rocio, Olvera-Posada, Daniel, Rojas-Martinez, Augusto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6678111/
https://www.ncbi.nlm.nih.gov/pubmed/31336885
http://dx.doi.org/10.3390/ijerph16142488
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author Gasca-Sanchez, Francisco Manuel
Santos-Guzman, Jesus
Elizondo-Dueñaz, Ricardo
Mejia-Velazquez, Gerardo Manuel
Ruiz-Pacheco, Cecilia
Reyes-Rodriguez, Deborah
Vazquez-Camacho, Elsie
Hernandez-Hernandez, José Ascencion
Lopez-Sanchez, Rosa del Carmen
Ortiz-Lopez, Rocio
Olvera-Posada, Daniel
Rojas-Martinez, Augusto
author_facet Gasca-Sanchez, Francisco Manuel
Santos-Guzman, Jesus
Elizondo-Dueñaz, Ricardo
Mejia-Velazquez, Gerardo Manuel
Ruiz-Pacheco, Cecilia
Reyes-Rodriguez, Deborah
Vazquez-Camacho, Elsie
Hernandez-Hernandez, José Ascencion
Lopez-Sanchez, Rosa del Carmen
Ortiz-Lopez, Rocio
Olvera-Posada, Daniel
Rojas-Martinez, Augusto
author_sort Gasca-Sanchez, Francisco Manuel
collection PubMed
description This study examines the spatial structure of children with cleft lip and palate (CLP) and its association with polluted areas in the Monterrey Metropolitan Area (MMA). The Nearest Neighbor Index (NNI) and the Spatial Statistical Scan (SaTScan) determined that the CLP cases are agglomerated in spatial clusters distributed in different areas of the city, some of them grouping up to 12 cases of CLP in a radius of 1.2 km. The application of the interpolation by empirical Bayesian kriging (EBK) and the inverse distance weighted (IDW) method showed that 95% of the cases have a spatial interaction with values of particulate matter (PM(10)) of more than 50 points. The study also shows that 83% of the cases interacted with around 2000 annual tons of greenhouse gases. This study may contribute to other investigations applying techniques for the identification of environmental and genetic factors possibly associated with congenital malformations and for determining the influence of contaminating substances in the incidence of these diseases, particularly CLP.
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spelling pubmed-66781112019-08-19 Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area Gasca-Sanchez, Francisco Manuel Santos-Guzman, Jesus Elizondo-Dueñaz, Ricardo Mejia-Velazquez, Gerardo Manuel Ruiz-Pacheco, Cecilia Reyes-Rodriguez, Deborah Vazquez-Camacho, Elsie Hernandez-Hernandez, José Ascencion Lopez-Sanchez, Rosa del Carmen Ortiz-Lopez, Rocio Olvera-Posada, Daniel Rojas-Martinez, Augusto Int J Environ Res Public Health Article This study examines the spatial structure of children with cleft lip and palate (CLP) and its association with polluted areas in the Monterrey Metropolitan Area (MMA). The Nearest Neighbor Index (NNI) and the Spatial Statistical Scan (SaTScan) determined that the CLP cases are agglomerated in spatial clusters distributed in different areas of the city, some of them grouping up to 12 cases of CLP in a radius of 1.2 km. The application of the interpolation by empirical Bayesian kriging (EBK) and the inverse distance weighted (IDW) method showed that 95% of the cases have a spatial interaction with values of particulate matter (PM(10)) of more than 50 points. The study also shows that 83% of the cases interacted with around 2000 annual tons of greenhouse gases. This study may contribute to other investigations applying techniques for the identification of environmental and genetic factors possibly associated with congenital malformations and for determining the influence of contaminating substances in the incidence of these diseases, particularly CLP. MDPI 2019-07-12 2019-07 /pmc/articles/PMC6678111/ /pubmed/31336885 http://dx.doi.org/10.3390/ijerph16142488 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gasca-Sanchez, Francisco Manuel
Santos-Guzman, Jesus
Elizondo-Dueñaz, Ricardo
Mejia-Velazquez, Gerardo Manuel
Ruiz-Pacheco, Cecilia
Reyes-Rodriguez, Deborah
Vazquez-Camacho, Elsie
Hernandez-Hernandez, José Ascencion
Lopez-Sanchez, Rosa del Carmen
Ortiz-Lopez, Rocio
Olvera-Posada, Daniel
Rojas-Martinez, Augusto
Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title_full Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title_fullStr Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title_full_unstemmed Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title_short Spatial Clusters of Children with Cleft Lip and Palate and Their Association with Polluted Zones in the Monterrey Metropolitan Area
title_sort spatial clusters of children with cleft lip and palate and their association with polluted zones in the monterrey metropolitan area
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6678111/
https://www.ncbi.nlm.nih.gov/pubmed/31336885
http://dx.doi.org/10.3390/ijerph16142488
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