The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.

BACKGROUND:Upcoming vaccination efforts against typhoid fever require an assessment of the baseline burden of disease in countries at risk. There are no typhoid incidence data from most low- and middle-income countries (LMICs), so model-based estimates offer insights for decision-makers in the absen...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Marina Antillón, Joshua L Warren, Forrest W Crawford, Daniel M Weinberger, Esra Kürüm, Gi Deok Pak, Florian Marks, Virginia E Pitzer
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2017
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0005376
https://doaj.org/article/242dd5ac7b92462cbb85639c7433d1c1
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spelling ftdoajarticles:oai:doaj.org/article:242dd5ac7b92462cbb85639c7433d1c1 2023-05-15T15:10:32+02:00 The burden of typhoid fever in low- and middle-income countries: A meta-regression approach. Marina Antillón Joshua L Warren Forrest W Crawford Daniel M Weinberger Esra Kürüm Gi Deok Pak Florian Marks Virginia E Pitzer 2017-02-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0005376 https://doaj.org/article/242dd5ac7b92462cbb85639c7433d1c1 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC5344533?pdf=render https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0005376 https://doaj.org/article/242dd5ac7b92462cbb85639c7433d1c1 PLoS Neglected Tropical Diseases, Vol 11, Iss 2, p e0005376 (2017) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2017 ftdoajarticles https://doi.org/10.1371/journal.pntd.0005376 2022-12-31T16:09:32Z BACKGROUND:Upcoming vaccination efforts against typhoid fever require an assessment of the baseline burden of disease in countries at risk. There are no typhoid incidence data from most low- and middle-income countries (LMICs), so model-based estimates offer insights for decision-makers in the absence of readily available data. METHODS:We developed a mixed-effects model fit to data from 32 population-based studies of typhoid incidence in 22 locations in 14 countries. We tested the contribution of economic and environmental indices for predicting typhoid incidence using a stochastic search variable selection algorithm. We performed out-of-sample validation to assess the predictive performance of the model. RESULTS:We estimated that 17.8 million cases of typhoid fever occur each year in LMICs (95% credible interval: 6.9-48.4 million). Central Africa was predicted to experience the highest incidence of typhoid, followed by select countries in Central, South, and Southeast Asia. Incidence typically peaked in the 2-4 year old age group. Models incorporating widely available economic and environmental indicators were found to describe incidence better than null models. CONCLUSIONS:Recent estimates of typhoid burden may under-estimate the number of cases and magnitude of uncertainty in typhoid incidence. Our analysis permits prediction of overall as well as age-specific incidence of typhoid fever in LMICs, and incorporates uncertainty around the model structure and estimates of the predictors. Future studies are needed to further validate and refine model predictions and better understand year-to-year variation in cases. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 11 2 e0005376
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Marina Antillón
Joshua L Warren
Forrest W Crawford
Daniel M Weinberger
Esra Kürüm
Gi Deok Pak
Florian Marks
Virginia E Pitzer
The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description BACKGROUND:Upcoming vaccination efforts against typhoid fever require an assessment of the baseline burden of disease in countries at risk. There are no typhoid incidence data from most low- and middle-income countries (LMICs), so model-based estimates offer insights for decision-makers in the absence of readily available data. METHODS:We developed a mixed-effects model fit to data from 32 population-based studies of typhoid incidence in 22 locations in 14 countries. We tested the contribution of economic and environmental indices for predicting typhoid incidence using a stochastic search variable selection algorithm. We performed out-of-sample validation to assess the predictive performance of the model. RESULTS:We estimated that 17.8 million cases of typhoid fever occur each year in LMICs (95% credible interval: 6.9-48.4 million). Central Africa was predicted to experience the highest incidence of typhoid, followed by select countries in Central, South, and Southeast Asia. Incidence typically peaked in the 2-4 year old age group. Models incorporating widely available economic and environmental indicators were found to describe incidence better than null models. CONCLUSIONS:Recent estimates of typhoid burden may under-estimate the number of cases and magnitude of uncertainty in typhoid incidence. Our analysis permits prediction of overall as well as age-specific incidence of typhoid fever in LMICs, and incorporates uncertainty around the model structure and estimates of the predictors. Future studies are needed to further validate and refine model predictions and better understand year-to-year variation in cases.
format Article in Journal/Newspaper
author Marina Antillón
Joshua L Warren
Forrest W Crawford
Daniel M Weinberger
Esra Kürüm
Gi Deok Pak
Florian Marks
Virginia E Pitzer
author_facet Marina Antillón
Joshua L Warren
Forrest W Crawford
Daniel M Weinberger
Esra Kürüm
Gi Deok Pak
Florian Marks
Virginia E Pitzer
author_sort Marina Antillón
title The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
title_short The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
title_full The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
title_fullStr The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
title_full_unstemmed The burden of typhoid fever in low- and middle-income countries: A meta-regression approach.
title_sort burden of typhoid fever in low- and middle-income countries: a meta-regression approach.
publisher Public Library of Science (PLoS)
publishDate 2017
url https://doi.org/10.1371/journal.pntd.0005376
https://doaj.org/article/242dd5ac7b92462cbb85639c7433d1c1
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 11, Iss 2, p e0005376 (2017)
op_relation http://europepmc.org/articles/PMC5344533?pdf=render
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0005376
https://doaj.org/article/242dd5ac7b92462cbb85639c7433d1c1
op_doi https://doi.org/10.1371/journal.pntd.0005376
container_title PLOS Neglected Tropical Diseases
container_volume 11
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