Evidence map›Paper›PMID 40593942›Full record

ArticleScientific reports2025

Kinetics of hematological and biochemical biomarkers are key tools for monitoring disease progression in Marburg virus-infected patients in Rwanda.

Jean Claude Mugisha, Etienne Kayigi, Noel Gahamanyi, Henri Desire Uwayo, Fidele Umwanankabandi, Pierre Gashema, Edison Rwagasore, David Turatsinze, Menelas Nkeshimana, Misbah Gashegu and 12 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

22 authors.

Jean Claude MugishaCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Etienne KayigiRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Noel GahamanyiRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Henri Desire UwayoRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Fidele UmwanankabandiRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Pierre GashemaRwanda National Joint Task Force Marburg, Rwanda Biomedical Centre, Ministry of Health, Kigali, Rwanda.
Edison RwagasoreRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
David TuratsinzeButare University Teaching Hospital, Butare, Rwanda.
Menelas NkeshimanaMinistry of Health, Kigali, Rwanda.
Misbah GasheguRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Edward NtagwabiraRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Lyndah MakayotoWorld Health Organization, Kigali, Rwanda.
Jean Claude Semuto NgabonzizaRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Isabelle MukagatareRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Albert TuyishimeRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda.
Nadine RujeniWorld Health Organization, Kigali, Rwanda.
Leon MutesaCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Eric SeruyangeRwanda Military Hospital, Kigali, Rwanda.
Sanctus MusafiriCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Theogene TwagirumugabeButare University Teaching Hospital, Butare, Rwanda.
Jean de Dieu HarelimanaWorld Health Organization, Kigali, Rwanda.
Claude Mambo MuvunyiRwanda Biomedical Center, P.O. Box: 7162, Kigali, Rwanda. claude.muvunyi@rbc.gov.rw.

Funding

World Health Organization 001
6 · The paper itself

Abstract

Marburg Virus Disease (MVD) is a severe disease with a fatality rate of up to 90%. Limited studies have suggested hematological and biochemical biomarkers for managing MVD, but data on key markers correlated with MVD development are scarce. This study aimed to investigate the biosignatures that can be used to monitor MVD progression in Marburg virus (MARV)-infected patients. We performed a retrospective analysis of biochemical and hematological data collected from 51 MARV-infected patients in Rwanda. The study subjects were classified according to the day of discharge: early (< 5 days), middle (5-10 days) and late recovery (> 10 days). Our data revealed that Aspartate transaminase (AST), Alanine transaminase (ALT)), and creatinine were significantly lower in MVD-recovered subjects as compared to newly admitted patients (p < 0.0001 each). Lymphocytes and platelets were increased in MVD-recovered subjects (p < 0.0001 and p < 0.001, respectively). ALT levels discriminated between middle, late recovered individuals, and MVD patients (AUC: 0.86, 0.90, 0.94, respectively). AST also showed strong discriminatory power for middle, late recovery, and MVD patients  (AUC: 0.81, 0.95, 0.94, respectively). Similarly platelets differentiated the middle, late MVD-recovered groups and MVD patients (AUC: 0.79,0.61, 0.90, respectively). Creatinine and lymphocytes were also suggested as potential biomarkers for MVD development. These findings provide novel insights into biological factors crucial for MVD management. Although all investigated biomarkers can be used to monitor MVD patients, our analyses highlight key biosignatures that can guide clinicians to track MVD progression and enable real-time decisions.

Indexed as

BiomarkersMarburgvirusMarburg Virus DiseaseAdultAlanine TransaminaseAspartate AminotransferasesCreatinineDisease ProgressionFemaleHumansMaleMiddle AgedRetrospective StudiesRwandaYoung AdultAlanine TransaminaseAspartate AminotransferasesBiomarkersCreatinineBiomarkersDisease progressionKineticsMarburg virusRwanda

Identifiers

PMID40593942
PMCPMC12219612

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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.