Evidence map›Paper›PMID 42062773›Full record

ArticleInternational journal of epidemiology2026

Acute-phase reactants as predictors of chronic kidney disease incidence in Africans: the population-based prospective RODAM cohort study.

Muhulo M Mungamba, Felix P Chilunga, Eva L Van Der Linden, Erik Buene, Charles F Hayfron-Benjamin, Karlijn A C Meeks, Samuel N Darko, Ellis Owusu-Dabo, Liffert Vogt, Bert-Jan Van Den Born and 2 more

Abstract read
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Article in International journal of epidemiology, 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

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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Muhulo M MungambaDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.ORCID 0000-0003-3676-6924
Felix P ChilungaDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.ORCID 0000-0003-4083-001X
Eva L Van Der LindenDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.
Erik BueneDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.
Charles F Hayfron-BenjaminDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.
Karlijn A C MeeksDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.
Samuel N DarkoDepartment of Molecular Medicine, School of Medicine and Dentistry, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Ellis Owusu-DaboDepartment of Global and International Health, School of Public Health, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.
Liffert VogtDepartment of Internal Medicine, Section Nephrology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
Bert-Jan Van Den BornDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.ORCID 0000-0003-0943-4393
Benedicta N Nkeh-ChungagDepartment of Biological and Environmental Sciences, Faculty of Natural Sciences, Nelson Mandela Drive, Walter Sisulu University, Mthatha, South Africa.
Charles AgyemangDepartment of Public and Occupational Health, Amsterdam Public Health Research institute, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, The Netherlands.

Funding

European Research Council 772244
6 · The paper itself

Abstract

backgroundChronic kidney disease (CKD) and chronic inflammation are highly prevalent in African populations, yet their relationship remains understudied. We examined the association between acute-phase reactants (C-reactive protein and ferritin) as markers of acute and chronic inflammation and the incidence of CKD 6 years later in a prospective Ghanaian population-based cohort.

methodsData from the prospective Research on Obesity and Diabetes among African Migrants (RODAM-Pros) cohort were analysed and included participants living in rural and urban Ghana and Ghanaian migrants in the Netherlands. Acute-phase reactants were assessed between 2012 and 2015, while CKD incidence was assessed between 2019 and 2021 by using the race-free Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) 2021 equation. Robust Poisson regression models adjusted for potential confounders were used to assess associations. We explored interactions with age, sex, education, and geographical location, and stratified C-reactive protein (CRP) analyses by using established clinical cutoffs. The role of ferritin as an iron-storage marker was also evaluated.

resultsAmong 1435 participants, the baseline CRP was not associated with CKD incidence at follow-up [adjusted incidence rate ratio (aIRR) 1.02; 95% confidence interval (CI): 0.84-1.15]. Higher ferritin levels were associated with increased CKD risk (aIRR 3.53; 95% CI: 2.42-5.01) and albuminuria (aIRR 4.22; 95% CI: 2.87-6.10), but not with reduced estimated glomerular filtration rate (aIRR 0.99; 95% CI: 0.92-1.05). No effect modification was observed by age, sex, education, or geographical location. We found no evidence that iron overload or deficiency contributed to the ferritin-CKD relationship.

conclusionElevated ferritin levels, but not CRP levels, were associated with future CKD risk in Ghanaians. Multi-population prospective studies with repeated ferritin measurements are needed to better understand the links between ferritin, iron status, and CKD in African populations.

Indexed as

African PeopleC-Reactive ProteinFerritinsRenal Insufficiency, ChronicAdultAlbuminuriaBiomarkersFemaleFollow-Up StudiesGhanaHumansIncidenceMaleMiddle AgedNetherlandsPrevalenceBiomarkersC-Reactive ProteinFerritinschronic inflammationchronic kidney diseaseC-reactive proteinferritininflammatory markersiron overloadsub-Saharan Africa

Identifiers

PMID42062773
PMCPMC13132656

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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.