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Investigating persistent measles dynamics in Niger and associations with rainfall
Alexandre Blake1, Ali Djibo2, Ousmane Guindo3
1Biology Department, Center for Infectious Disease Dynamics, Penn State University, University Park, PA, USA.
Abstract:
Measles is a major cause of child mortality in sub-Saharan Africa. Current immunization strategies achieve low coverage in areas where transmission drivers differ substantially from those in high-income countries. A better understanding of measles transmission in areas with measles persistence will increase vaccination coverage and reduce ongoing transmission. We analysed weekly reported measles cases at the district level in Niger from 1995 to 2004 to identify underlying transmission mechanisms. We identified dominant periodicities and the associated spatial clustering patterns. We also investigated associations between reported measles cases and environmental drivers associated with human activities, particularly rainfall. The annual and 2-3-year periodicities dominated the reporting data spectrum. The annual periodicity was strong with contiguous spatial clustering, consistent with the latitudinal gradient of population density, and stable over time. The 2-3-year periodicities were weaker, unstable over time and had spatially fragmented clustering. The rainy season was associated with a lower risk of measles case reporting. The annual periodicity likely reflects seasonal agricultural labour migration, whereas the 2-3-year periodicity potentially results from multiple mechanisms such as reintroductions and vaccine coverage heterogeneity. Our findings suggest that improving vaccine coverage in seasonally mobile populations could reduce strong measles seasonality in Niger and across similar settings.
Insights
Measles transmission in Niger shows strong annual patterns linked to seasonal migration. Improving vaccination in mobile populations could reduce measles outbreaks and child mortality in sub-Saharan Africa.
Area of Science:
- Epidemiology
- Public Health
- Infectious Disease Dynamics
Background:
- Measles remains a significant cause of child mortality in sub-Saharan Africa.
- Current immunization strategies face challenges in achieving high coverage due to unique transmission drivers in the region.
- Understanding measles persistence is crucial for enhancing vaccination coverage and reducing transmission.
Purpose of the Study:
- To analyze measles transmission mechanisms in Niger.
- To identify dominant periodicities and spatial clustering patterns of measles cases.
- To investigate the association between measles cases and environmental factors like rainfall.
Main Methods:
- Analysis of weekly reported measles cases at the district level in Niger (1995-2004).
- Identification of dominant periodicities using spectral analysis.
- Investigation of spatial clustering patterns.
- Correlation analysis with environmental drivers, including rainfall.
Main Results:
- Dominant annual and 2-3-year periodicities were identified in measles reporting.
- The annual periodicity exhibited strong, stable, contiguous spatial clustering, linked to population density gradients.
- The 2-3-year periodicities were weaker, unstable, and spatially fragmented.
- Rainy seasons showed a reduced risk of measles case reporting.
Conclusions:
- The annual measles periodicity in Niger is likely driven by seasonal agricultural labor migration.
- The 2-3-year periodicity may result from factors like disease reintroductions and varied vaccine coverage.
- Targeting seasonal mobile populations with improved vaccination strategies could mitigate measles seasonality and reduce transmission.
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