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Mapping Histoplasma capsulatum Exposure, United States

Maps of Histoplasma capsulatum infection prevalence were created 50 years ago; since then, the environment, climate, and anthropogenic land use have changed drastically. Recent outbreaks of acute disease in Montana and Nebraska, USA, suggest shifts in geographic distribution, necessitating updated p...

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Autores principales: Maiga, Amelia W., Deppen, Stephen, Scaffidi, Beth Koontz, Baddley, John, Aldrich, Melinda C., Dittus, Robert S., Grogan, Eric L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Centers for Disease Control and Prevention 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154167/
https://www.ncbi.nlm.nih.gov/pubmed/30226187
http://dx.doi.org/10.3201/eid2410.180032
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author Maiga, Amelia W.
Deppen, Stephen
Scaffidi, Beth Koontz
Baddley, John
Aldrich, Melinda C.
Dittus, Robert S.
Grogan, Eric L.
author_facet Maiga, Amelia W.
Deppen, Stephen
Scaffidi, Beth Koontz
Baddley, John
Aldrich, Melinda C.
Dittus, Robert S.
Grogan, Eric L.
author_sort Maiga, Amelia W.
collection PubMed
description Maps of Histoplasma capsulatum infection prevalence were created 50 years ago; since then, the environment, climate, and anthropogenic land use have changed drastically. Recent outbreaks of acute disease in Montana and Nebraska, USA, suggest shifts in geographic distribution, necessitating updated prevalence maps. To create a weighted overlay geographic suitability model for Histoplasma, we used a geographic information system to combine satellite imagery integrating land cover use (70%), distance to water (20%), and soil pH (10%). We used logistic regression modeling to compare our map with state-level histoplasmosis incidence data from a 5% sample from the Centers for Medicare and Medicaid Services. When compared with the state-based Centers data, the predictive accuracy of the suitability score–predicted states with high and mid-to-high histoplasmosis incidence was moderate. Preferred soil environments for Histoplasma have migrated into the upper Missouri River basin. Suitability score mapping may be applicable to other geographically specific infectious vectors.
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spelling pubmed-61541672018-10-01 Mapping Histoplasma capsulatum Exposure, United States Maiga, Amelia W. Deppen, Stephen Scaffidi, Beth Koontz Baddley, John Aldrich, Melinda C. Dittus, Robert S. Grogan, Eric L. Emerg Infect Dis Research Maps of Histoplasma capsulatum infection prevalence were created 50 years ago; since then, the environment, climate, and anthropogenic land use have changed drastically. Recent outbreaks of acute disease in Montana and Nebraska, USA, suggest shifts in geographic distribution, necessitating updated prevalence maps. To create a weighted overlay geographic suitability model for Histoplasma, we used a geographic information system to combine satellite imagery integrating land cover use (70%), distance to water (20%), and soil pH (10%). We used logistic regression modeling to compare our map with state-level histoplasmosis incidence data from a 5% sample from the Centers for Medicare and Medicaid Services. When compared with the state-based Centers data, the predictive accuracy of the suitability score–predicted states with high and mid-to-high histoplasmosis incidence was moderate. Preferred soil environments for Histoplasma have migrated into the upper Missouri River basin. Suitability score mapping may be applicable to other geographically specific infectious vectors. Centers for Disease Control and Prevention 2018-10 /pmc/articles/PMC6154167/ /pubmed/30226187 http://dx.doi.org/10.3201/eid2410.180032 Text en https://creativecommons.org/licenses/by/4.0/This is a publication of the U.S. Government. This publication is in the public domain and is therefore without copyright. All text from this work may be reprinted freely. Use of these materials should be properly cited.
spellingShingle Research
Maiga, Amelia W.
Deppen, Stephen
Scaffidi, Beth Koontz
Baddley, John
Aldrich, Melinda C.
Dittus, Robert S.
Grogan, Eric L.
Mapping Histoplasma capsulatum Exposure, United States
title Mapping Histoplasma capsulatum Exposure, United States
title_full Mapping Histoplasma capsulatum Exposure, United States
title_fullStr Mapping Histoplasma capsulatum Exposure, United States
title_full_unstemmed Mapping Histoplasma capsulatum Exposure, United States
title_short Mapping Histoplasma capsulatum Exposure, United States
title_sort mapping histoplasma capsulatum exposure, united states
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154167/
https://www.ncbi.nlm.nih.gov/pubmed/30226187
http://dx.doi.org/10.3201/eid2410.180032
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