Evidence map›Paper›PMID 42062999›Full record

ArticleBMC pediatrics2026

Pediatric acute kidney injury in Rwanda: awareness, early detection, and timely management to improve outcomes, a multi-center mixed method study.

Gilbert Rugamba, Vainqueur Ineza Habyarimana, Jean Claude Ntiyamira, Febronie Mushimiyimana, Juliette Unyuzumutima, Faustine Agaba, Janvier Hitayezu, Oswald Habyarimana, Martin Bitzan

Abstract readMulticenter Study
In one paragraph

Article in BMC pediatrics, 2026. 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

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Gilbert RugambaUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Vainqueur Ineza HabyarimanaRwanda Renal Organisation, Kigali, Rwanda. vanmaceineza@gmail.com.
Jean Claude NtiyamiraUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Febronie MushimiyimanaUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Juliette UnyuzumutimaUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Faustine AgabaUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Janvier HitayezuUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Oswald HabyarimanaUniversity Teaching Hospital of Kigali (CHUK), Kigali, Rwanda.
Martin BitzanMohammed Bin Rashid University of Medicine and Health Sciences, Dubai, UAE.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAcute kidney injury in children is a serious but often overlooked condition in low-resource settings. In Rwanda, although referral hospitals provide advanced care, most children are managed at district hospitals, where limited diagnostic services and low provider awareness may delay diagnosis. We assessed healthcare providers' knowledge of pediatric AKI, audited real-world case management, and evaluated whether a brief training intervention could improve early detection and care.

methodsWe conducted a mixed-method study in six Rwandan hospitals affiliated with the University Teaching Hospital of Kigali from 2024 to 2025. A cross-sectional survey assessed provider knowledge, followed by retrospective and prospective case audits of pediatric AKI management. Cases aged 1 month to 14.9 years were screened using serum creatinine ≥ 1.0 mg/dL, and 155/156 met KDIGO Serum Criteria for AKI. A KDIGO-based educational workshop was delivered on April 25, 2025; patients admitted before formed pre-intervention cohort (n = 138) and post-intervention cohort (n = 18). Care quality was assessed using nine indicators adapted from the Recognition-Action-Results framework. Multivariable and stratified analyses were performed.

resultsAmong 166 providers (65.7% female; 51.2% nurses), the mean knowledge score was 2.1/5.0 (42%), with only 3.6% achieving > = 80%. Knowledge gaps were consistent across professional categories and hospitals, although 89.8% expressed willingness to adopt AKI guidelines. In the 156 pediatric cases (mean age was 6.6 +/- 5.3 years; 54.5% male), 76.3% presented with KDIGO Stage 3 AKI, most commonly associated with acute gastroenteritis (33.3%). Baseline care quality was poor with low documentation of staging (5.8%), urine output monitoring (3.6%), and follow-up creatinine testing (27.5%); however, laboratory investigations were performed in 87.7% of cases. After training, follow-up creatinine monitoring increased modestly to 33.3%. Composite care quality showed non-significant improvement (40.6% vs. 44.4%; OR 1.17, 95% CI 0.44-3.15; p = 0.802). Overall mortality was 9.6% (15/156) with hypovolemic shock (OR 8.73, p = 0.008), severe dehydration (OR 5.29, p = 0.009), and hypernatremia (OR 4.18, p = 0.045) as independent predictors.

conclusionPediatric AKI remains underrecognized in Rwandan district hospitals, with critical gaps in staging and monitoring. Training improved selected practices but did not translate into improved outcomes. Sustained improvements require mentorship, standardized protocols, and system-level support. Larger prospective studies are needed to confirm impact.

Indexed as

Acute Kidney InjuryClinical CompetenceHealth Knowledge, Attitudes, PracticeAdolescentChildChild, PreschoolCross-Sectional StudiesEarly DiagnosisFemaleHumansInfantMaleProspective StudiesResource-Limited SettingsRetrospective StudiesRwandaAcute kidney injuryAKIClinical training interventionHealthcare provider knowledgeResource-limited settingsRwanda

Identifiers

PMID42062999
PMCPMC13312666

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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.