Literature DB >> 26436763

Spatial clusters of child lower respiratory illnesses associated with community-level risk factors.

Paloma I Beamer1,2,3, Nathan Lothrop2, Zhenqiang Lu3, Rebecca Ascher2, Kacey Ernst2, Debra A Stern1, Dean Billheimer2,3, Anne L Wright1, Fernando D Martinez1,3.   

Abstract

Identifying geographic areas with increased incidence of disease may elucidate community-level risk factors for intervention development. Lower respiratory illnesses (LRIs) are the leading cause of death in children and are associated with other morbidities. We assessed geographic clustering of LRIs and evaluated if these spatial patterns and associated risk factors differed by phenotype. Participants enrolled at birth in the Tucson Children's Respiratory Study were followed through age three for physician diagnosed LRIs. Spatial clustering analysis, based upon each participant's birth address, was performed for four LRI phenotypes. We conducted principal component analysis at the census tract level to generate indices for lower socioeconomic status (SES), poorer housing conditions, and increased air pollution. Enrollment addresses were mapped for 812 subjects, of whom 58.4%, 33.5%, 34.2%, and 23.4% had any LRI, a wheezing LRI, a viral LRI, and a respiratory syncytial virus (RSV) LRI, respectively. Patterns of spatial clustering and associated risk factors differed by LRI phenotype. Multivariable regression analyses showed that wheezing LRI clusters were associated with increased air pollution (OR = 1.18, P = 0.01). Being in a viral cluster was associated with poorer housing conditions (OR = 1.28, P = 0.01), while being in a RSV cluster was associated with increased air pollution (OR = 1.14, P = 0.006), poorer housing conditions (OR = 1.54, P = 0.003), and higher SES (OR = 0.77, P = 0.001). Our use of social and environmental indices allowed us to identify broad contextual factors that may contribute to increased incidence of LRIs in specific geographic regions. To reduce LRI incidence, multifaceted interventions should be developed at the community level. Pediatr Pulmonol. 2016;51:633-642.
© 2015 Wiley Periodicals, Inc. © 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  air pollution; geographic cluster; housing conditions; neighborhood; socioeconomic status

Mesh:

Substances:

Year:  2015        PMID: 26436763      PMCID: PMC5349765          DOI: 10.1002/ppul.23332

Source DB:  PubMed          Journal:  Pediatr Pulmonol        ISSN: 1099-0496


  36 in total

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Review 3.  Social status and susceptibility to respiratory infections.

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7.  Disrupted prenatal maternal cortisol, maternal obesity, and childhood wheeze. Insights into prenatal programming.

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Journal:  Am J Respir Crit Care Med       Date:  2013-06-01       Impact factor: 21.405

8.  Maternal age as a risk factor for wheezing lower respiratory illnesses in the first year of life.

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3.  Community-level characteristics and environmental factors of child respiratory illnesses in Southern Arizona.

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Review 5.  Pediatric pulmonology year in review 2016: Part 2.

Authors:  Richard Auten; Clement Ren; Ozge Yilmaz; Terry L Noah
Journal:  Pediatr Pulmonol       Date:  2017-04-25

6.  Spatial patterns of lower respiratory tract infections and their association with fine particulate matter.

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7.  Relationship between neighborhood census-tract level socioeconomic status and respiratory syncytial virus-associated hospitalizations in U.S. adults, 2015-2017.

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8.  Geographic Inequalities of Respiratory Health Services Utilization during Childhood in Edmonton and Calgary, Canada: A Tale of Two Cities.

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10.  Predicting the hotspots of age-adjusted mortality rates of lower respiratory infection across the continental United States: Integration of GIS, spatial statistics and machine learning algorithms.

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  10 in total

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