Evidence map›Paper›PMID 41921403›Full record

ArticleEBioMedicine2026

Nucleoprotein and glycoprotein based serological assays for detection of Marburg virus infections.

James Kagame, Markus H Kainulainen, Emmanuel Kabalisa, Polina Brangel, Jean Marie Vianney Uwimana, Jessica R Harmon, Nouh Saad Mohamed, Jean Luc Benimana, Ange Umwari, Elif Karaaslan and 25 more

Abstract read
In one paragraph

Article in EBioMedicine, 2026. 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

35 authors.

James KagameRwanda Biomedical Centre, Kigali, Rwanda.
Markus H KainulainenViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Emmanuel KabalisaRwanda Biomedical Centre, Kigali, Rwanda.
Polina BrangelCoalition for Epidemic Preparedness Innovations, Oslo, Norway.
Jean Marie Vianney UwimanaRwanda Biomedical Centre, Kigali, Rwanda.
Jessica R HarmonViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Nouh Saad MohamedRwanda Biomedical Centre, Kigali, Rwanda.
Jean Luc BenimanaRwanda Biomedical Centre, Kigali, Rwanda.
Ange UmwariRwanda Biomedical Centre, Kigali, Rwanda.
Elif KaraaslanViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Agnes GasengayireRwanda Biomedical Centre, Kigali, Rwanda.
Jennifer AkimanaRwanda Biomedical Centre, Kigali, Rwanda.
Herve MurenziRwanda Biomedical Centre, Kigali, Rwanda.
Claudine KabageniRwanda Biomedical Centre, Kigali, Rwanda.
Tara SealyViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Bruce RwagitinywaRwanda Biomedical Centre, Kigali, Rwanda.
Misbah GasheguRwanda Biomedical Centre, Kigali, Rwanda.
Ayman AhmedRwanda Biomedical Centre, Kigali, Rwanda.
Shilpi JainViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
César G AlbariñoViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Mary J ChoiViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Amy J SchuhViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Tsion FirewKing Faisal Hospital Rwanda and Africa Health Sciences University, Kigali, Rwanda.
Enock KarekeziUS CDC, Kigali, Rwanda.
Richard C N MwesigwaUS CDC, Kigali, Rwanda.
Albert TuyishimeRwanda Biomedical Centre, Kigali, Rwanda.
Jonathan S TownerViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Thierry H RoelsUS CDC, Kigali, Rwanda.
Isabelle MukagatareRwanda Biomedical Centre, Kigali, Rwanda.
William E DowlingCoalition for Epidemic Preparedness Innovations, Oslo, Norway.
Joel M MontgomeryViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Claude Mambo MuvunyiRwanda Biomedical Centre, Kigali, Rwanda.
Christina F SpiropoulouViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Jean Claude Semuto NgabonzizaRwanda Biomedical Centre, Kigali, Rwanda; Department of Clinical Biology, University of Rwanda, Kigali, Rwanda. Electronic address: jclaude.ngabonziza@rbc.gov.rw.
Éric BergeronViral Special Pathogens Branch, Division of High-Consequence Pathogens and Pathology, Centers for Disease Control and Prevention, Atlanta, GA, USA; Department of Pharmaceutical and Biomedical Sciences, College of Pharmacy, University of Georgia, Athens, GA, USA. Electronic address: ebergeron@cdc.gov.

Funding

Origin of the innate immunity suppression caused by nairovirus' protease activityR01AI151006 · NIAID · UNIVERSITY OF GEORGIA · PI PEGAN, SCOTT DUSAN · 2020 to 2024
$2.1M
Isolation of broadly protective monoclonal antibodies for Crimean Congo Hemorrhagic FeverR01AI180125 · NIAID · UNIVERSITY OF MARYLAND BALTIMORE · PI Mohammad Mohseni Sajadi · 2024 to 2026
$2.0M
NIAID NIH HHS R01 AI151006NIAID NIH HHS R01 AI180125
6 · The paper itself

Abstract

backgroundMarburg virus disease (MVD) is a rare but highly fatal zoonotic illness. Current serological tools are limited by their reliance on glycoprotein (GP)-based antigens or Marburg virus infected cell lysates, which cannot distinguish natural infection induced immune responses from GP-based vaccines. This diagnostic gap complicates the detection of missed cases particularly in areas of high vaccination coverage.

methodsWe developed and validated two complementary assays: a nucleoprotein C-terminal tail (NPct) Mix-and-Read (MR) assay and a recombinant GP1,2ΔTM ELISA. Serum samples used for validation were collected 6-9 months after the 2024 Rwanda MVD outbreak from RT-PCR-confirmed recovered patients (n = 36) and uninfected contacts (n = 46). Assay validation included additional serum controls from pre-outbreak Rwandan samples, Ebola virus disease recovered patients, and Rousettus aegyptiacus bats experimentally infected with MARV. Receiver operating characteristic (ROC) curve analyses were used to assess clinical accuracy.

findingsThe MARV anti-NPct MR assay demonstrated near-perfect discrimination between cases and controls with an area under the curve (AUC) = 0.996 (95% CI, 0.990-1.000), and yielding performance of 94.4% clinical sensitivity (95% CI, 81.9-99.0%) and 99.7% specificity (95% CI, 98.1-100.0%), and no cross-reactivity with Ebola convalescent sera. The MARV GP ELISA achieved 94.4% clinical sensitivity (95% CI, 81.9-99.0%) and 100% specificity (95% CI, 92.3-100%) with an AUC 0.973 (95% CI, 0.922-1.000). Both assays produced concordant results for all samples tested. In experimentally infected bats, the MARV anti-NPct MR assay achieved 100% sensitivity and 100% specificity.

interpretationThe MARV anti-NPct MR assay provides a rapid, high-throughput, species-agnostic tool expected to differentiate natural infection from vaccine-induced immunity, addressing a critical gap in the current MVD diagnostic pipeline. Its robust validation in the largest cohort of recovered patients to date and applicability to reservoir hosts highlight its broad utility for outbreak response, follow-up care, and ecological studies.

fundingThis work was supported by funding from US Centers for Disease Control and prevention, the Coalition for Epidemic Preparedness Innovations (CEPI), and Rwanda Biomedical Centre.

Indexed as

GlycoproteinsMarburgvirusMarburg Virus DiseaseNucleoproteinsSerologic TestsAnimalsAntibodies, ViralEnzyme-Linked Immunosorbent AssayHumansReproducibility of ResultsROC CurveSensitivity and SpecificityAntibodies, ViralGlycoproteinsNucleoproteinsFilovirusFilovirus survivorsGlycoproteinMarburg virus diseaseMix and read assaysNucleoproteinSerological assays

Identifiers

PMID41921403
PMCPMC13068869

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.