Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.

BACKGROUND:Epidemics of meningococcal meningitis (MM) recurrently strike the African Meningitis Belt. This study aimed at investigating factors, still poorly understood, that influence annual incidence of MM serogroup A, the main etiologic agent over 2004-2010, at a fine spatial scale in Niger. METH...

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Published in:PLoS Neglected Tropical Diseases
Main Authors: Juliette Paireau, Halima B Maïnassara, Jean-François Jusot, Jean-Marc Collard, Issa Idi, Jean-Paul Moulia-Pelat, Judith E Mueller, Arnaud Fontanet
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2014
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0002899
https://doaj.org/article/2fe027e90ba1429486997358147f95bf
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spelling ftdoajarticles:oai:doaj.org/article:2fe027e90ba1429486997358147f95bf 2023-05-15T15:14:42+02:00 Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010. Juliette Paireau Halima B Maïnassara Jean-François Jusot Jean-Marc Collard Issa Idi Jean-Paul Moulia-Pelat Judith E Mueller Arnaud Fontanet 2014-05-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0002899 https://doaj.org/article/2fe027e90ba1429486997358147f95bf EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC4031065?pdf=render https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0002899 https://doaj.org/article/2fe027e90ba1429486997358147f95bf PLoS Neglected Tropical Diseases, Vol 8, Iss 5, p e2899 (2014) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2014 ftdoajarticles https://doi.org/10.1371/journal.pntd.0002899 2022-12-31T11:44:55Z BACKGROUND:Epidemics of meningococcal meningitis (MM) recurrently strike the African Meningitis Belt. This study aimed at investigating factors, still poorly understood, that influence annual incidence of MM serogroup A, the main etiologic agent over 2004-2010, at a fine spatial scale in Niger. METHODOLOGY/PRINCIPAL FINDINGS:To take into account data dependencies over space and time and control for unobserved confounding factors, we developed an explanatory Bayesian hierarchical model over 2004-2010 at the health centre catchment area (HCCA) level. The multivariate model revealed that both climatic and non-climatic factors were important for explaining spatio-temporal variations in incidence: mean relative humidity during November-June over the study region (posterior mean Incidence Rate Ratio (IRR) = 0.656, 95% Credible Interval (CI) 0.405-0.949) and occurrence of early rains in March in a HCCA (IRR = 0.353, 95% CI 0.239-0.502) were protective factors; a higher risk was associated with the percentage of neighbouring HCCAs having at least one MM A case during the same year (IRR = 2.365, 95% CI 2.078-2.695), the presence of a road crossing the HCCA (IRR = 1.743, 95% CI 1.173-2.474) and the occurrence of cases before 31 December in a HCCA (IRR = 6.801, 95% CI 4.004-10.910). At the study region level, higher annual incidence correlated with greater geographic spread and, to a lesser extent, with higher intensity of localized outbreaks. CONCLUSIONS:Based on these findings, we hypothesize that spatio-temporal variability of MM A incidence between years and HCCAs result from variations in the intensity or duration of the dry season climatic effects on disease risk, and is further impacted by factors of spatial contacts, representing facilitated pathogen transmission. Additional unexplained factors may contribute to the observed incidence patterns and should be further investigated. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLoS Neglected Tropical Diseases 8 5 e2899
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
Juliette Paireau
Halima B Maïnassara
Jean-François Jusot
Jean-Marc Collard
Issa Idi
Jean-Paul Moulia-Pelat
Judith E Mueller
Arnaud Fontanet
Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description BACKGROUND:Epidemics of meningococcal meningitis (MM) recurrently strike the African Meningitis Belt. This study aimed at investigating factors, still poorly understood, that influence annual incidence of MM serogroup A, the main etiologic agent over 2004-2010, at a fine spatial scale in Niger. METHODOLOGY/PRINCIPAL FINDINGS:To take into account data dependencies over space and time and control for unobserved confounding factors, we developed an explanatory Bayesian hierarchical model over 2004-2010 at the health centre catchment area (HCCA) level. The multivariate model revealed that both climatic and non-climatic factors were important for explaining spatio-temporal variations in incidence: mean relative humidity during November-June over the study region (posterior mean Incidence Rate Ratio (IRR) = 0.656, 95% Credible Interval (CI) 0.405-0.949) and occurrence of early rains in March in a HCCA (IRR = 0.353, 95% CI 0.239-0.502) were protective factors; a higher risk was associated with the percentage of neighbouring HCCAs having at least one MM A case during the same year (IRR = 2.365, 95% CI 2.078-2.695), the presence of a road crossing the HCCA (IRR = 1.743, 95% CI 1.173-2.474) and the occurrence of cases before 31 December in a HCCA (IRR = 6.801, 95% CI 4.004-10.910). At the study region level, higher annual incidence correlated with greater geographic spread and, to a lesser extent, with higher intensity of localized outbreaks. CONCLUSIONS:Based on these findings, we hypothesize that spatio-temporal variability of MM A incidence between years and HCCAs result from variations in the intensity or duration of the dry season climatic effects on disease risk, and is further impacted by factors of spatial contacts, representing facilitated pathogen transmission. Additional unexplained factors may contribute to the observed incidence patterns and should be further investigated.
format Article in Journal/Newspaper
author Juliette Paireau
Halima B Maïnassara
Jean-François Jusot
Jean-Marc Collard
Issa Idi
Jean-Paul Moulia-Pelat
Judith E Mueller
Arnaud Fontanet
author_facet Juliette Paireau
Halima B Maïnassara
Jean-François Jusot
Jean-Marc Collard
Issa Idi
Jean-Paul Moulia-Pelat
Judith E Mueller
Arnaud Fontanet
author_sort Juliette Paireau
title Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
title_short Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
title_full Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
title_fullStr Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
title_full_unstemmed Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.
title_sort spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in niger, 2004-2010.
publisher Public Library of Science (PLoS)
publishDate 2014
url https://doi.org/10.1371/journal.pntd.0002899
https://doaj.org/article/2fe027e90ba1429486997358147f95bf
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 8, Iss 5, p e2899 (2014)
op_relation http://europepmc.org/articles/PMC4031065?pdf=render
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0002899
https://doaj.org/article/2fe027e90ba1429486997358147f95bf
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container_title PLoS Neglected Tropical Diseases
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