Evidence map›Paper›PMID 41530708›Full record

Observational studyBMC infectious diseases2026

Predictive score for cervicofacial cellulitis severity: development and validation of a multidisciplinary tool in Sub-Saharan Africa.

Francis Daniel Nkolo Tolo, Charles Bengondo Messanga

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In one paragraph

Observational study in BMC infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Francis Daniel Nkolo ToloDepartment of Oral Surgery, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, P.O. Box 1364, Yaoundé, Cameroon. nkolo.tolo@fmsb-uy1.cm.ORCID http://orcid.org/0009-0000-9101-7008
Charles Bengondo MessangaDepartment of Oral Surgery, Faculty of Medicine and Biomedical Sciences, University of Yaoundé I, P.O. Box 1364, Yaoundé, Cameroon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCervicofacial cellulitis represents serious infectious emergencies with high morbidity and mortality in resource-limited settings. This study aimed to develop and validate a predictive score for cervicofacial cellulitis severity specifically adapted to the African context.

methodsA retrospective observational study was conducted on 127 patients hospitalized for cervicofacial cellulitis between January 2020 and December 2023 in Yaoundé Central Hospital, Cameroon. Multivariate logistic regression identified independent predictive factors of severe complications, defined as respiratory distress requiring mechanical ventilation, septic shock, mediastinitis, or in-hospital death. A point-based scoring system was developed and internally validated using bootstrap methodology.

resultsMean age was 42.3 ± 16.8 years with male predominance (54.3%). Five independent predictive factors emerged: age over 55 years (OR = 2.4), dyspnea (OR = 6.8), trismus (OR = 3.2), white blood cell count over 12,000/mm³ (OR = 2.8), and cervical extension (OR = 4.1). The predictive score demonstrated excellent discriminative capacity with area under the ROC curve of 0.89 (95% CI: 0.83-0.95), sensitivity 88.9%, and specificity 82.6%. Three-tier risk stratification identified low-risk patients (2.3% severe complications), moderate-risk patients (28.6% severe complications), and high-risk patients (71.4% severe complications). Overall mortality was 7.9%.

conclusionsThis validated predictive score enables systematic risk stratification using readily available clinical and laboratory parameters in resource-limited settings. The tool demonstrates superior performance compared to clinical judgment alone and facilitates evidence-based resource allocation. External validation across diverse African populations is warranted before widespread implementation.

Indexed as

CellulitisSeverity of Illness IndexAdultAfrica South of the SaharaAgedCameroonFemaleHumansMaleMiddle AgedRetrospective StudiesROC CurveCervicofacial cellulitisPredictive scoreRisk stratificationSub-Saharan africaValidation study

Identifiers

PMID41530708
PMCPMC12888173

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LicenceCC BY-NC-ND
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Registered trials

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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.