Evidence map›Paper›PMID 42426656›Full record

ArticleBMC infectious diseases2026

Mapping the global evidence base of bundibugyo ebolavirus disease: a systematic scoping review of research gaps and preparedness priorities.

Abigail Boatemaa, Baffour Osei, Gabriel Osei Forkuo

Abstract readScoping Review
PubMed Publisher
In one paragraph

Article in BMC infectious diseases, 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

3 authors.

Abigail BoatemaaFaculty of Health Studies, University of Bradford, Richmond Road, Bradford, BD7 1DP, UK.ORCID http://orcid.org/0009-0004-5919-4361
Baffour OseiUniversity of Skills Training and Entrepreneurial Development (USTED), Kumasi, Ghana.ORCID http://orcid.org/0009-0001-8523-568X
Gabriel Osei ForkuoDepartment of Forest Engineering, Forest Management Planning and Terrestrial Measurements, Transilvania University of Brasov, Brasov, Romania. gabriel.forkuo@unitbv.ro.ORCID http://orcid.org/0000-0001-8478-8066

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBundibugyo ebolavirus (BDBV) is a rare filovirus species with an estimated case fatality rate (CFR) ranging from 25% to 51%. The 2026 BDBV outbreak in the Democratic Republic of the Congo (DRC) was declared a Public Health Emergency of International Concern (PHEIC), highlighting the critical necessity of assessing global research preparedness for this pathogen.

objectivesTo systematically map the global scientific evidence base on BDBV, characterize temporal and thematic publication trends, identify critical knowledge gaps, and formulate actionable priorities for public health response and clinical research.

methodsFollowing PRISMA-ScR guidelines, we programmatically searched PubMed/MEDLINE, OpenAlex, and Semantic Scholar for literature published from 2007 through May 2026. From 4,379 screened records, 100 high-relevance studies were selected using a weighted composite relevance scoring system. To structure the evidence, we synthesized a novel conceptual model mapping BDBV research across three core pillars-epidemiological drivers, health system responses, and public health outcomes-connected by a policy feedback loop and conditioned by cross-cutting systemic moderators (conflict, weak infrastructure, global governance, and research gaps). Methodological quality was evaluated using the Risk of Bias 2.0 (RoB 2) framework.

resultsOnly 23% of the included studies specifically addressed BDBV, with the remainder focusing on broader ebolavirus topics dominated by Ebola virus (EBOV). Applying the conceptual model revealed pronounced asymmetries across the research domains: the literature remains heavily concentrated within upstream epidemiological drivers and clinical features. Conversely, critical health system response domains lack validated tools; no licensed vaccine, specific therapeutic agent, or point-of-care rapid diagnostic test validated for BDBV currently exists. While cross-reactive monoclonal antibodies show preclinical efficacy, clinical-grade validation remains absent, and longitudinal survivor outcomes are sparsely documented. Systemic moderators, particularly weak health infrastructure and conflict, continue to compound these gaps. Methodological risk of bias was moderate, driven by missing outcome data (42% of studies) and selective reporting (41%).

conclusionsBDBV remains understudied relative to its epidemic potential. Sustained, internationally coordinated investments modeled on prior EBOV frameworks are required to transition from reactive to proactive research models. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

EbolavirusHemorrhagic Fever, EbolaDemocratic Republic of the CongoDisease OutbreaksEvidence GapsGlobal HealthHumansPublic HealthCase fatality rateDemocratic republic of the congoInternational concernMonoclonal antibodiesPublic health emergency of zoonotic reservoirRisk of bias

Identifiers

What Socratic holds

Textmetadata
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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 Socratic graph.