Related Experiment Video
Updated: Nov 6, 2025

Dynamic Monitoring of Seroconversion using a Multianalyte Immunobead Assay for Covid-19
Published on: February 16, 2022
Rapidly increasing SARS-CoV-2 seroprevalence and limited clinical disease in three Malian communities: a prospective
Issaka Sagara1, John Woodford2, Mamady Kone1
1Malaria Research and Teaching Center, University of Sciences, Techniques, and Technology of Bamako, Mali.
Background:
The extent of SARS-CoV-2 exposure and transmission in Mali and the surrounding region is not well understood, although infection has been confirmed in nearly 14,000 symptomatic individuals and their contacts since the first case in March 2020. We aimed to estimate the cumulative incidence of SARS-CoV-2 in three Malian communities, and understand factors associated with infection.
Methods:
Between 27 July 2020 and 29 January 2021, we collected blood samples along with demographic, social, medical and self-reported symptoms information from residents aged 6 months and older in three study communities at two study visits. SARS-CoV-2 antibodies were measured using a highly specific two-antigen ELISA optimized for use in Mali. We calculated cumulative adjusted seroprevalence for each site and evaluated factors associated with serostatus at each visit by univariate and multivariate analysis.
Findings:
Overall, 94.8% (2533/2672) of participants completed both study visits. A total of 50.3% (1343/2672) of participants were male, and 31.3% (837/2672) were aged <10 years, 27.6% (737/2672) were aged 10-17 years, and 41.1% (1098/2572) were aged ≥18 years. The cumulative SARS-CoV-2 exposure rate was 58.5% (95% CI: 47.5 to 69.4). This varied between sites and was 73.4% (95% CI: 59.2 to 87.5) in the urban community of Sotuba, 53.2% (95% CI: 42.8 to 63.6) in the rural town of Bancoumana, and 37.1% (95% CI: 29.6 to 44.5) in the rural village of Donéguébougou. This equates to an infection rate of approximately 1% of the population every three days in the study communities between visits. Increased age and study site were associated with serostatus at both study visits. There was minimal difference in reported symptoms based on serostatus.
Interpretation:
The true extent of SARS-CoV-2 exposure in Mali is greater than previously reported and now approaches hypothetical herd immunity in urban areas. The epidemiology of the pandemic in the region may be primarily subclinical and within background illness rates. In this setting, ongoing surveillance and augmentation of diagnostics to characterize locally circulating variants will be critical to implement effective mitigation strategies like vaccines.
Funding:
This project was funded by the Intramural Research Program of the National Institute of Allergy and Infectious Diseases, National Institute of Biomedical Imaging and Bioengineering, and National Cancer Institute.
Insights
SARS-CoV-2 exposure in Mali is higher than previously thought, nearing herd immunity in urban areas. Subclinical infections are common, highlighting the need for ongoing surveillance and variant characterization.
Area of Science:
- Epidemiology
- Infectious Diseases
- Public Health
Background:
- Limited understanding of SARS-CoV-2 transmission in Mali.
- Confirmed cases in nearly 14,000 symptomatic individuals and contacts since March 2020.
Conclusions:
- SARS-CoV-2 exposure in Mali is underestimated, approaching herd immunity in urban settings.
- Pandemic epidemiology in the region is largely subclinical.
- Continuous surveillance and improved diagnostics are crucial for effective mitigation strategies, including vaccination.
Related Concept Videos
Principles of Disease Surveillance
Prevalence and Incidence
Prevalence indicates the proportion of individuals in a population who have a specific disease or health...
Single Nucleotide Polymorphisms-SNPs
Bias in Epidemiological Studies
Steps in Outbreak Investigation

