Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]

Background: In 2011, the World Health Organization recognized podoconiosis as one of the neglected tropical diseases. Nonetheless, the number of people with podoconiosis and the geographical distribution of the disease is poorly understood. Based on a nationwide mapping survey and geostatistical mod...

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Main Authors: Kebede Deribe, Jorge Cano, Emanuele Giorgi, David M. Pigott, Nick Golding, Rachel L. Pullan, Abdisalan M. Noor, Elizabeth A. Cromwell, Aaron Osgood‐Zimmerman, Fikre Enquselassie, Asrat Hailu, Christopher J. L. Murray, Melanie J. Newport, Simon J. Brooker, Simon I. Hay, Gail Davey
Format: Article
Language:English
Published: Wellcome 2017-09-01
Series:Wellcome Open Research
Subjects:
Online Access:https://wellcomeopenresearch.org/articles/2-78/v1
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language English
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author Kebede Deribe
Jorge Cano
Emanuele Giorgi
David M. Pigott
Nick Golding
Rachel L. Pullan
Abdisalan M. Noor
Elizabeth A. Cromwell
Aaron Osgood‐Zimmerman
Fikre Enquselassie
Asrat Hailu
Christopher J. L. Murray
Melanie J. Newport
Simon J. Brooker
Simon I. Hay
Gail Davey
spellingShingle Kebede Deribe
Jorge Cano
Emanuele Giorgi
David M. Pigott
Nick Golding
Rachel L. Pullan
Abdisalan M. Noor
Elizabeth A. Cromwell
Aaron Osgood‐Zimmerman
Fikre Enquselassie
Asrat Hailu
Christopher J. L. Murray
Melanie J. Newport
Simon J. Brooker
Simon I. Hay
Gail Davey
Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
Wellcome Open Research
Epidemiology
Parasitology
author_facet Kebede Deribe
Jorge Cano
Emanuele Giorgi
David M. Pigott
Nick Golding
Rachel L. Pullan
Abdisalan M. Noor
Elizabeth A. Cromwell
Aaron Osgood‐Zimmerman
Fikre Enquselassie
Asrat Hailu
Christopher J. L. Murray
Melanie J. Newport
Simon J. Brooker
Simon I. Hay
Gail Davey
author_sort Kebede Deribe
title Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
title_short Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
title_full Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
title_fullStr Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
title_full_unstemmed Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
title_sort estimating the number of cases of podoconiosis in ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]
publisher Wellcome
series Wellcome Open Research
issn 2398-502X
publishDate 2017-09-01
description Background: In 2011, the World Health Organization recognized podoconiosis as one of the neglected tropical diseases. Nonetheless, the number of people with podoconiosis and the geographical distribution of the disease is poorly understood. Based on a nationwide mapping survey and geostatistical modelling, we predict the prevalence of podoconiosis and estimate the number of cases across Ethiopia. Methods: We used nationwide data collected in Ethiopia between 2008 and 2013. Data were available for 141,238 individuals from 1,442 villages in 775 districts from all nine regional states and two city administrations. We developed a geostatistical model of podoconiosis prevalence among adults (individuals aged 15 years or above), by combining environmental factors. The number of people with podoconiosis was then estimated using a gridded map of adult population density for 2015. Results: Podoconiosis is endemic in 345 districts in Ethiopia: 144 in Oromia, 128 in Southern Nations, Nationalities and People’s [SNNP], 64 in Amhara, 4 in Benishangul Gumuz, 4 in Tigray and 1 in Somali Regional State. Nationally, our estimates suggest that 1,537,963 adults (95% confidence intervals, 290,923-4,577,031 adults) were living with podoconiosis in 2015. Three regions (SNNP, Oromia and Amhara) contributed 99% of the cases. The highest proportion of individuals with podoconiosis resided in the SNNP (39%), while 32% and 29% of people with podoconiosis resided in Oromia and Amhara Regional States, respectively. Tigray and Benishangul Gumuz Regional States bore lower burdens, and in the remaining regions, podoconiosis was almost non-existent.  Discussion: The estimates of podoconiosis cases presented here based upon the combination of currently available epidemiological data and a robust modelling approach clearly show that podoconiosis is highly endemic in Ethiopia. Given the presence of low cost prevention, and morbidity management and disability prevention services, it is our collective responsibility to scale-up interventions rapidly.
topic Epidemiology
Parasitology
url https://wellcomeopenresearch.org/articles/2-78/v1
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spelling doaj-dff11bc1181c4de680bb52e8111602122020-11-24T21:38:52ZengWellcomeWellcome Open Research2398-502X2017-09-01210.12688/wellcomeopenres.12483.113516Estimating the number of cases of podoconiosis in Ethiopia using geostatistical methods [version 1; referees: 2 approved, 1 approved with reservations]Kebede Deribe0Jorge Cano1Emanuele Giorgi2David M. Pigott3Nick Golding4Rachel L. Pullan5Abdisalan M. Noor6Elizabeth A. Cromwell7Aaron Osgood‐Zimmerman8Fikre Enquselassie9Asrat Hailu10Christopher J. L. Murray11Melanie J. Newport12Simon J. Brooker13Simon I. Hay14Gail Davey15School of Public Health, Addis Ababa University, Addis Ababa, EthiopiaLondon School of Hygiene & Tropical Medicine, London, UKLancaster Medical School, Faculty of Health and Medicine, Lancaster University, Lancaster, UKInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USASpatial Ecology and Epidemiology Group, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UKLondon School of Hygiene & Tropical Medicine, London, UKCentre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UKInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USAInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USASchool of Public Health, Addis Ababa University, Addis Ababa, EthiopiaDepartment of Microbiology, Immunology and Parasitology, Faculty of Medicine, Addis Ababa University, Addis Ababa, EthiopiaInstitute for Health Metrics and Evaluation, University of Washington, Seattle, WA, USAWellcome Trust Brighton and Sussex Centre for Global Health Research, Brighton and Sussex Medical School, Brighton, UKBill and Melinda Gates Foundation, Seattle, WA, USABig Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford, UKWellcome Trust Brighton and Sussex Centre for Global Health Research, Brighton and Sussex Medical School, Brighton, UKBackground: In 2011, the World Health Organization recognized podoconiosis as one of the neglected tropical diseases. Nonetheless, the number of people with podoconiosis and the geographical distribution of the disease is poorly understood. Based on a nationwide mapping survey and geostatistical modelling, we predict the prevalence of podoconiosis and estimate the number of cases across Ethiopia. Methods: We used nationwide data collected in Ethiopia between 2008 and 2013. Data were available for 141,238 individuals from 1,442 villages in 775 districts from all nine regional states and two city administrations. We developed a geostatistical model of podoconiosis prevalence among adults (individuals aged 15 years or above), by combining environmental factors. The number of people with podoconiosis was then estimated using a gridded map of adult population density for 2015. Results: Podoconiosis is endemic in 345 districts in Ethiopia: 144 in Oromia, 128 in Southern Nations, Nationalities and People’s [SNNP], 64 in Amhara, 4 in Benishangul Gumuz, 4 in Tigray and 1 in Somali Regional State. Nationally, our estimates suggest that 1,537,963 adults (95% confidence intervals, 290,923-4,577,031 adults) were living with podoconiosis in 2015. Three regions (SNNP, Oromia and Amhara) contributed 99% of the cases. The highest proportion of individuals with podoconiosis resided in the SNNP (39%), while 32% and 29% of people with podoconiosis resided in Oromia and Amhara Regional States, respectively. Tigray and Benishangul Gumuz Regional States bore lower burdens, and in the remaining regions, podoconiosis was almost non-existent.  Discussion: The estimates of podoconiosis cases presented here based upon the combination of currently available epidemiological data and a robust modelling approach clearly show that podoconiosis is highly endemic in Ethiopia. Given the presence of low cost prevention, and morbidity management and disability prevention services, it is our collective responsibility to scale-up interventions rapidly.https://wellcomeopenresearch.org/articles/2-78/v1EpidemiologyParasitology