Evidence map›Paper›PMID 41286653›Full record

ArticleBMC infectious diseases2025

Prevalence and predictors of critical COVID-19 pneumonia among patients with COVID-19 admitted at Nyarugenge major COVID-19 Referral Center in Rwanda.

Mukantagengwa Marie Paul, Ndahimana Raphael, Nkeshimana Menelas, Abimana Deborah, Uwineza Jean Bonaventure, Dushimimana Pasteur, Murekatete Marie Beata, Muhizi Epaphrodite, Hafashimana Valens, Ndayisaba Prosper and 3 more

Abstract read
In one paragraph

Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

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

13 authors.

Mukantagengwa Marie PaulUniversity Teaching Hospital of Butare (CHUB), Kigali City, Rwanda. mukamarip@gmail.com.
Ndahimana RaphaelSchool of Public Health, College of Medicine and Health Sciences, University of Rwanda, Kigali City, Rwanda. ndahimana.raphael@gmail.com.
Nkeshimana MenelasMinistry of Health, Kigali City, Rwanda.
Abimana DeborahKing Faisal Hospital, Kigali City, Rwanda.
Uwineza Jean BonaventureKing Faisal Hospital, Kigali City, Rwanda.
Dushimimana PasteurSchool of Public Health, College of Medicine and Health Sciences, University of Rwanda, Kigali City, Rwanda.
Murekatete Marie BeataThe University Teaching Hospital of Kigali (CHUK), Kigali City, Rwanda.
Muhizi EpaphroditeRuhengeri Level Two Teaching Hospital, Kigali City, Rwanda.
Hafashimana ValensTip Global Health, Kigali City, Rwanda.
Ndayisaba ProsperKinazi Hospital, Kigali City, Rwanda.
Deborah Oluwaseun ShomuyiwaCollege of Public Health, University of Georgia, Athens, GA, USA.
Muhirwa SamuelSchool of Public Health, College of Medicine and Health Sciences, University of Rwanda, Kigali City, Rwanda.
Rutaganda EricThe University Teaching Hospital of Kigali (CHUK), Kigali City, Rwanda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCoronavirus Disease 2019(COVID-19) pneumonia, caused by the Severe Acute Respiratory Syndrome Coronavirus 2(SARS-CoV-2 virus), remains a significant global health challenge, contributing to millions of cases and deaths worldwide, including a substantial burden in Rwanda. Severe and critical cases often lead to respiratory failure, multi-organ dysfunction, and increased mortality. Despite global research, data on predictors of critical illness among hospitalized COVID-19 patients in Rwanda remain limited, highlighting the need for context-specific studies. This study aimed to assess the prevalence and identify risk factors for critical COVID-19 pneumonia among patients admitted to the Nyarugenge Major COVID-19 Referral Center in Rwanda.

methodsA mixed-study design combining retrospective and prospective designs was conducted from February to October 2021, and we included 320 patients aged 15 to 65 years admitted with severe or critical COVID-19 pneumonia. Data were collected on socio-demographic factors, vital signs, and clinical symptoms. Multivariate logistic regression was performed using Stata 17 to identify independent predictors of critical illness.

resultsOf the 320 patients, 30% presented with critical illness, while 70% had severe illness. Independent predictors of critical illness included oxygen saturation ≤ 90% {Adjusted Odds Ratio (AOR) = 5.83, 95% Confidence Interval(CI): 2.95-11.52, p < 0.001), respiratory rate > 20 beat per minute(bpm), (AOR = 2.34, 95% CI: 1.11-4.93, p < 0.05), and heart rate > 100 bpm (AOR = 2.49, 95% CI: 1.32-4.67, p < 0.01).

conclusionsCritical illness was prevalent in 30% of patients, with hypoxia, tachypnea, and tachycardia as significant predictors. These findings identify key clinical predictors of critical COVID-19 pneumonia and suggest that monitoring these indicators may help guide early intervention and optimize resource allocation in Rwanda and similar low- and middle-income settings. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

COVID-19AdolescentAdultAgedCritical IllnessFemaleHospitalizationHumansMaleMiddle AgedPrevalenceProspective StudiesRetrospective StudiesRisk FactorsRwandaSARS-CoV-2COVID-19CriticalPneumoniaRisk factorsRwandaSevere

Identifiers

PMID41286653
PMCPMC12642143

What Socratic holds

Textmetadata
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 Socratic graph.