Evidence map›Paper›PMID 40473670›Full record

ArticleScientific reports2025

Variability and misclassification of albuminuria in patients with type 2 diabetes mellitus.

Lukas Buchwinkler, Felix Keller, Stefanie Thöni, Susanne Eder, Gert Mayer

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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6citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Lukas BuchwinklerDepartment of Internal Medicine IV - Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria. Lukas.buchwinkler@tirol-kliniken.at.
Felix KellerDepartment of Internal Medicine IV - Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
Stefanie ThöniDepartment of Internal Medicine IV - Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
Susanne EderDepartment of Internal Medicine IV - Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.
Gert MayerDepartment of Internal Medicine IV - Nephrology and Hypertension, Medical University of Innsbruck, Anichstraße 35, 6020, Innsbruck, Austria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Measurement of albuminuria is central in assessment, staging and evaluation of treatment response of diabetic kidney disease. Due to high intra-individual variability of albuminuria, guidelines recommend specific sampling intervals and usually agreement of two out of three samples for correct staging. Nevertheless, different confirmation and staging strategies have been proposed for albuminuria assessment. We report albumin-to-creatine ratio measurements of spot urine samples in a modern European cohort (n = 773) of type 2 diabetes mellitus patients in a primary care setting. Information on albuminuria, its variability and associated baseline characteristics are presented. The amount of "misclassification" of alternative staging strategies compared to the guideline recommended gold standard is reported. Additionally, we applied quantile regression to estimate the conditional quantiles of the second and third measurement, allowing an estimation of likely variability at a given albuminuria level. Overall, the coefficient of variation of albumin-to-creatinine ratio, as a measure of variability, is high with a median of 41%. This variability leads in part to substantial disagreement of alternative staging strategies with the gold standard. In general, higher variability of albuminuria seems to be associated with more severe kidney disease. The high variability of albuminuria necessitates caution and consideration for adequate clinical use. In this study, we provide data regarding the expected variability, correct usage and limitations of albuminuria in a modern primary care diabetes mellitus population.

Indexed as

AlbuminuriaDiabetes Mellitus, Type 2Diabetic NephropathiesAgedCreatinineFemaleHumansMaleMiddle AgedCreatinineAlbuminuriaDiabetes mellitusDiabetic kidney diseaseMisclassificationStaging

Identifiers

PMID40473670
PMCPMC12141597

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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.