Evidence map›Paper›PMID 41254531›Full record

ArticleBMC nephrology2025

When equations disagree: the impact of creatinine-based eGFR in CKD diagnosis and reclassification.

Elena-Cristina Preda, Oana Roxana Oprea, Albert Zsolt Barabas, Ana-Maria Fotache, Minodora Dobreanu

Abstract readComparative Study
In one paragraph

Article in BMC nephrology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Elena-Cristina PredaGeorge Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.
Oana Roxana OpreaGeorge Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania. oana.oprea@umfst.ro.
Albert Zsolt BarabasGeorge Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.
Ana-Maria FotacheGeorge Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.
Minodora DobreanuGeorge Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Targu Mures, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChronic kidney disease (CKD) is a major global health issue, often underdiagnosed due to its asymptomatic progression. Estimated glomerular filtration rate (eGFR) equations are essential for CKD diagnosis and management, but their performance varies across populations and age groups. This study aimed to compare three validated eGFR equations by assessing their impact on CKD classification and patient reclassification in a Romanian adult population. We retrospectively analyzed 135,630 creatinine results from adult patients admitted to a tertiary care hospital in Romania (2021-2023). eGFR was calculated using CKD-EPI 2009, CKD-EPI 2021, and European Kidney Function Consortium (EKFC) equations. Patients were categorized by age and sex, and classified according to KDIGO GFR stages. Reclassification analysis was focused on two medical decision limits: 60, 30 and 15mL/min/1.73 m². Significant differences in CKD staging were observed across equations. CKD-EPI 2021 consistently led to up-classification of GFR category, with up to 29% of patients over 40 years reclassified into less severe stages. In contrast, EKFC assigned more elderly patients, especially women over 65 years, to stage G3a. Correlation between equations ranged from moderate to strong (τ = 0.59-0.88), with better agreement in older age groups. Reclassification was most frequent around the 60 mL/min/1.73 m² threshold. The choice of eGFR equation substantially impacts CKD classification and may influence clinical decision-making and diagnosis. While EKFC and CKD-EPI 2021 correlate with CKD-EPI 2009, they produce divergent staging patterns. Further validation using measured GFR and outcome data is needed.

Indexed as

CreatinineGlomerular Filtration RateRenal Insufficiency, ChronicAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedRetrospective StudiesCreatinineChronic kidney diseaseEarly diagnosisGlomerular filtration ratePrecision medicineRenal function tests

Identifiers

PMID41254531
PMCPMC12624983

What Socratic holds

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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.