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Published in: BMC Infectious Diseases 1/2021

Open Access 01-12-2021 | Malaria | Research article

Geographical distribution of risk factors for invasive non-typhoidal Salmonella at the subnational boundary level in sub-Saharan Africa

Authors: Jung-Seok Lee, Vittal Mogasale, Florian Marks, Jerome Kim

Published in: BMC Infectious Diseases | Issue 1/2021

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Abstract

Background

Invasive non-typhoidal Salmonella (iNTS) is a growing health-concern in many parts of sub-Saharan Africa. iNTS is associated with fatal diseases such as HIV and malaria. Despite high case fatality rates, the disease has not been given much attention. The limited number of population-based surveillance studies hampers accurate estimation of global disease burden. Given the lack of available evidence on the disease, it is critical to identify high risk areas for future surveillance and to improve our understanding of iNTS endemicity.

Methods

Considering that population-based surveillance data were sparse, a composite index called the iNTS risk factor (iNRF) index was constructed based on risk factors that commonly exist across countries. Four risk factors associated with the prevalence of iNTS were considered: malaria, HIV, malnutrition, and safe water. The iNRF index was first generated based on the four risk factors which were collected within a 50 km radius of existing surveillance sites. Pearson product-moment correlation was used to test statistical associations between the iNRF index and the prevalence of iNTS observed in the surveillance sites. The index was then further estimated at the subnational boundary level across selected countries and used to identify high risk areas for iNTS.

Results

While the iNRF index in some countries was generally low (i.e. Rwanda) or high (i.e. Cote d’Ivoire), the risk-level of iNTS was variable not only by country but also within a country. At the provincial-level, the highest risk area was identified in Maniema, the Democratic Republic of Congo, whereas Dakar in Senegal was at the lowest risk.

Conclusions

The iNRF index can be a useful tool to understand the geographically varying risk-level of iNTS. Given that conducting a population-based surveillance study requires extensive human and financial resources, identifying high risk areas for iNTS prior to a study implementation can facilitate an appropriate site-selection process in the future.
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Literature
1.
go back to reference Crump JA, Heyderman RS. A perspective on invasive Salmonella disease in Africa. Clin Infect Dis. 2015;61(Suppl 4):S235–40.CrossRef Crump JA, Heyderman RS. A perspective on invasive Salmonella disease in Africa. Clin Infect Dis. 2015;61(Suppl 4):S235–40.CrossRef
4.
go back to reference Ao TT, Feasey NA, Gordon MA, Keddy KH, Angulo FJ, Crump JA. Global burden of invasive nontyphoidal Salmonella disease, 2010(1). Emerg Infect Dis. 2015;21(6):941–9. Ao TT, Feasey NA, Gordon MA, Keddy KH, Angulo FJ, Crump JA. Global burden of invasive nontyphoidal Salmonella disease, 2010(1). Emerg Infect Dis. 2015;21(6):941–9.
5.
go back to reference World Health Organization: WHO estimates of the global burden of foodborne diseases: foodborne disease burden epidemiology reference group 2007–2015. 2015. World Health Organization: WHO estimates of the global burden of foodborne diseases: foodborne disease burden epidemiology reference group 2007–2015. 2015.
7.
go back to reference Balasubramanian R, Im J, Lee JS, Jeon HJ, Mogeni OD, Kim JH, et al. The global burden and epidemiology of invasive non-typhoidal Salmonella infections. Hum Vaccin Immunother. 2018;15:1–6. Balasubramanian R, Im J, Lee JS, Jeon HJ, Mogeni OD, Kim JH, et al. The global burden and epidemiology of invasive non-typhoidal Salmonella infections. Hum Vaccin Immunother. 2018;15:1–6.
8.
go back to reference Collaborators GBDN-TSID. The global burden of non-typhoidal salmonella invasive disease: a systematic analysis for the global burden of disease study 2017. Lancet Infect Dis. 2019;19(12):1312–24.CrossRef Collaborators GBDN-TSID. The global burden of non-typhoidal salmonella invasive disease: a systematic analysis for the global burden of disease study 2017. Lancet Infect Dis. 2019;19(12):1312–24.CrossRef
14.
go back to reference ICF. The Demographic and Health Surveys (DHS) Program. Rockville: USAID; 2018. ICF. The Demographic and Health Surveys (DHS) Program. Rockville: USAID; 2018.
15.
go back to reference World Health Organization: WHO Global Database on Child Growth and Malnutrition. 1997. World Health Organization: WHO Global Database on Child Growth and Malnutrition. 1997.
19.
go back to reference Treiman DJ. Quantitative data analysis: doing social research to test ideas: Wiley; 2014. Treiman DJ. Quantitative data analysis: doing social research to test ideas: Wiley; 2014.
22.
go back to reference Tapia MD, Tennant SM, Bornstein K, Onwuchekwa U, Tamboura B, Maiga A, et al. Invasive nontyphoidal Salmonella infections among children in Mali, 2002-2014: microbiological and epidemiologic features guide vaccine development. Clin Infect Dis. 2015;61 Suppl 4:S332–8.CrossRef Tapia MD, Tennant SM, Bornstein K, Onwuchekwa U, Tamboura B, Maiga A, et al. Invasive nontyphoidal Salmonella infections among children in Mali, 2002-2014: microbiological and epidemiologic features guide vaccine development. Clin Infect Dis. 2015;61 Suppl 4:S332–8.CrossRef
23.
go back to reference von Kalckreuth V, Konings F, Aaby P, Adu-Sarkodie Y, Ali M, Aseffa A, et al. The typhoid fever surveillance in Africa program (TSAP): clinical, diagnostic, and epidemiological methodologies. Clin Infect Dis. 2016;62(Suppl 1):S9–S16.CrossRef von Kalckreuth V, Konings F, Aaby P, Adu-Sarkodie Y, Ali M, Aseffa A, et al. The typhoid fever surveillance in Africa program (TSAP): clinical, diagnostic, and epidemiological methodologies. Clin Infect Dis. 2016;62(Suppl 1):S9–S16.CrossRef
Metadata
Title
Geographical distribution of risk factors for invasive non-typhoidal Salmonella at the subnational boundary level in sub-Saharan Africa
Authors
Jung-Seok Lee
Vittal Mogasale
Florian Marks
Jerome Kim
Publication date
01-12-2021
Publisher
BioMed Central
Keyword
Malaria
Published in
BMC Infectious Diseases / Issue 1/2021
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-021-06198-1

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