Evidence map›Paper›PMID 40694513›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2025

COVID-19 Surveillance in Madagascar and Urban Burkina Faso: Addressing Underreporting of Disease Burden Through Integrative Analysis of Diverse Data Streams.

Njariharinjakamampionona Rakotozandrindrainy, Sophie S Y Kang, Lady R Wandji Nana, Jonathan D Sugimoto, Yi-Ting Wang, Ndrainaharimira Rakotozandrindrainy, Tsiriniaina Jean Luco Razafindrabe, Tiana Mirana Raminosoa, Sye Lim Hong, Mathilde Razafindrakalia and 11 more

Abstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Njariharinjakamampionona RakotozandrindrainyMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Sophie S Y KangInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.
Lady R Wandji NanaInstitut Supérieur des Sciences de la Population, Joseph KI-ZERBO University, Ouagadougou, Burkina Faso.
Jonathan D SugimotoInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.ORCID 0000-0002-1761-328X
Yi-Ting WangInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.ORCID 0009-0001-8801-5746
Ndrainaharimira RakotozandrindrainyMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Tsiriniaina Jean Luco RazafindrabeMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Tiana Mirana RaminosoaMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Sye Lim HongInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.
Mathilde RazafindrakaliaMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Gabriel NyirendaMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Tabea BingerInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.ORCID 0009-0003-6288-9693
Ellen E HigginsonWellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom.ORCID 0000-0001-9218-1627
Hyon Jin JeonMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.ORCID 0000-0002-2344-4574
Namgay WangmoInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.
Gbènonminvo E CakpoInstitut Supérieur des Sciences de la Population, Joseph KI-ZERBO University, Ouagadougou, Burkina Faso.ORCID 0000-0001-9394-1632
YoungAe YouInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.ORCID 0009-0002-4703-2627
Birkneh Tilahun TadesseInternational Vaccine Institute, SNU Research Park, Seoul, Korea, Republic of Korea.ORCID 0000-0003-4005-8605
Abdramane Bassiahi SouraInstitut Supérieur des Sciences de la Population, Joseph KI-ZERBO University, Ouagadougou, Burkina Faso.
Raphaël RakotozandrindrainyMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.
Florian MarksMadagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar.ORCID 0000-0002-6043-7170

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCoronavirus disease 2019 (COVID-19) caused substantial disease and death worldwide since December 2019, but the burden was lower in Africa than in high-income countries. To address potential underreporting, we modeled severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and disease burden in Burkina Faso and Madagascar.

methodsProspectively enrolled patients who presented with fever at sentinel healthcare facilities were assessed for active SARS-CoV-2 infection. Household members of SARS-CoV-2-infected patients were prospectively followed for confirmed SARS-CoV-2 infection. Archived serum specimens that spanned the pandemic onset in Madagascar to the start of prospective surveillance were tested for anti-SARS-CoV-2 immunoglobulins. Data from these multiple sources contributed to an integrated analysis to calibrate an epidemiologic mass action model.

resultsCOVID-19 accounted for a substantial fraction of healthcare-ascertained febrile illness in both Burkina Faso and Madagascar, with symptom profiles consistent with those previously reported. SARS-CoV-2 vaccination coverage was very low in Burkina Faso and unavailable in Madagascar. The household secondary attack rate was 28% (95% confidence intervals [CI], 22%-35%] in Madagascar and 31% (95% CI: 9%-68%) in Burkina Faso, indicating substantial transmission of the disease within households in both locations. Model simulations estimated that the actual number of SARS-CoV-2 infections was at least nine times higher than the reported number of febrile COVID-19 cases.

conclusionsAfrica has faced persistent challenges due to underinvestment in vaccination programs and disease surveillance programs. There was substantial underreporting of COVID-19 cases during the pandemic in both countries. Our findings call for improving systems and resources in disease surveillance during epidemic and interepidemic periods in these countries.

Indexed as

COVID-19AdolescentAdultAgedBurkina FasoChildChild, PreschoolCost of IllnessFemaleHumansMadagascarMaleMiddle AgedProspective StudiesSARS-CoV-2Young AdultBurkina FasoCOVID-19Madagascarserosurveillance

Identifiers

PMID40694513
PMCPMC12282513

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.