Evidence map›Paper›PMID 40796100›Full record

ArticleNephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association2026

Changing from the CKD-EPI to the EKFC creatinine equation to estimate glomerular filtration rate in adults in a Northern European health system.

William A Russel, Edouard L Fu, Antoine Creon, Anne-Laure Faucon, Aurora Caldinelli, Pim Bouwmans, Lesley A Inker, Pierre Delanaye, Hans Pottel, Alberto Ortiz and 2 more

Abstract read
In one paragraph

Article in Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

12 authors.

William A RusselDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Edouard L FuDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0002-9698-6825
Antoine CreonDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0009-0006-6498-0257
Anne-Laure FauconDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0001-6716-1157
Aurora CaldinelliDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0009-0009-6019-9342
Pim BouwmansDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0001-9977-8637
Lesley A InkerDivision of Nephrology, Department of Internal Medicine, Tufts Medical Center, Boston, MA, USA.
Pierre DelanayeDepartment of Nephrology-Dialysis-Transplantation, University of Liège, CHU Sart Tilman, Liège, Belgium.ORCID 0000-0002-1480-5761
Hans PottelDepartment of Public Health and Primary Care, KULeuven Campus Kulak Kortrijk, Leuven, Belgium.
Alberto OrtizDepartment of Nephrology and Hypertension, IIS-Fundacion Jimenez Diaz UAM, Madrid, Spain.ORCID 0000-0002-9805-9523
Andrew S LeveyDivision of Nephrology, Department of Internal Medicine, Tufts Medical Center, Boston, MA, USA.
Juan J CarreroDepartment of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0003-4763-2024

Funding

Medication Use and Adverse Events in CKDR01DK115534 · NIDDK · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Alexander R Chang, Morgan Erika Grams · 2018 to 2026
$5.7M
Improving Kidney Function Assessment in Health and DiseaseR01DK116790 · NIDDK · TUFTS MEDICAL CENTER · PI INKER, LESLEY ANN · 2021 to 2024
$2.9M
Dutch Kidney Foundation 22OK2026Karolinska Institutet ResearchNIDDK NIH HHS R01 DK116790NIH HHS R01DK115534Swedish Heart and Lung Foundation 20230371Swedish Research Council 2023-01807
6 · The paper itself

Abstract

backgroundThe European Kidney Function Consortium (EKFC) 2021 equation to estimate GFR performs as well or better than the CKD-EPI 2009 equation in predominantly White adult European populations, with less bias and greater accuracy against measured GFR. This study explores how changing from the CKD-EPI to the EKFC equation in a large European health system may affect disease distribution, prognosis, and clinical decisions.

methodsWe studied >1.7 million adults in Stockholm undergoing routine care during 2006-2021. We compared eGFR values and reclassification across KDIGO GFR categories when changing from the CKD-EPI to EKFC equation and examined associations of eGFR and reclassification with risk for kidney failure with replacement therapy (KFRT), mortality, and major adverse cardiovascular events (MACE) using Cox models. We also modeled the impact of eGFR equation change on clinical decisions such as nephrology referral or medication eligibility/contraindication.

resultsEKFC yielded modestly lower eGFR values than CKD-EPI by a median (IQR) of -4.9 (-8.3 to -2.2) ml/min/1.73 m². As a result, CKD G3-G5 prevalence rose from 4.5% to 6.2%. Both equations strongly predicted KFRT, mortality, and MACE. Participants reclassified to lower eGFR categories were older; after adjustment for age, participants had similar risks of mortality and MACE to those not reclassified and a lower risk of KFRT. Changing to the EKFC equation would impact clinical decisions at low eGFR thresholds, such as nephrology referrals (22% higher), eligibility for SGLT2 is (39% higher), or contraindication for spironolactone in heart failure (26% higher).

conclusionsAdopting the EKFC equation in this Northern European health system would modestly lower eGFR estimates, increasing the prevalence of moderate/severe CKD and affecting clinical classification and decisions. eGFR by both equations strongly predicted outcomes, but individuals reclassified to a lower eGFR category by EKFC did not have consistent associations across outcomes.

Indexed as

CreatinineGlomerular Filtration RateRenal Insufficiency, ChronicAdultAgedFemaleFollow-Up StudiesHumansKidney Function TestsMaleMiddle AgedPrognosisRisk FactorsCreatinineCKD-EPIcreatinineEKFCepidemiologyglomerular filtration rate

Identifiers

PMID40796100
PMCPMC12957916

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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.