# Heterogeneity of Estimated GFR Slopes According to Etiology, Estimated GFR and Urinary Albumin-to-Creatinine Ratio in a Large Cohort of Patients With CKD

**Authors:** Charlotte Behning, Ulla T. Schultheiss, Jennifer Nadal, Heike Meiselbach, Sebastian Schönherr, Lukas Forer, Elke Schaeffner, Vera Krane, Markus P. Schneider, Matthias Schmid, Florian Kronenberg, Anna Köttgen, Kai-Uwe Eckardt, Fruzsina Kotsis, Kai-Uwe Eckardt, Kai-Uwe Eckardt, Heike Meiselbach, Markus P. Schneider, Mario Schiffer, Hans-Ulrich Prokosch, Barbara Bärthlein, Andreas Beck, André Reis, Arif B. Ekici, Susanne Becker, Ulrike Alberth-Schmidt, Anke Weigel, Sabine Marschall, Eugenia Schefler, Gerd Walz, Anna Köttgen, Ulla T. Schultheiß, Fruzsina Kotsis, Simone Meder, Erna Mitsch, Ursula Reinhard, Jürgen Floege, Turgay Saritas, Alice Groß Charité, Elke Schaeffner, Seema Baid-Agrawal, Kerstin Theisen, Kai Schmidt-Ott, Martin Zeier, Claudia Sommerer, Mehtap Aykac, Gunter Wolf, Martin Busch, Andy Steiner, Thomas Sitter, Christoph Wanner, Vera Krane, Antje Börner-Klein, Britta Bauer, Florian Kronenberg, Julia Raschenberger, Barbara Kollerits, Lukas Forer, Sebastian Schönherr, Hansi Weissensteiner, Peter Oefner, Wolfram Gronwald, Matthias Schmid, Jennifer Nadal

PMC · DOI: 10.1016/j.ekir.2025.11.021 · Kidney International Reports · 2025-11-20

## TL;DR

This study shows that the rate of kidney function decline varies significantly based on the cause of kidney disease and urine protein levels in a large group of patients.

## Contribution

The study provides new insights into the variability of eGFR decline across different CKD subgroups, including etiology and UACR.

## Key findings

- eGFR decline was steeper in patients with higher urinary albumin-to-creatinine ratios.
- Younger patients and those with diabetic or polycystic kidney disease experienced faster eGFR decline.
- Women with diabetes as the cause of CKD had lower eGFR slopes compared to men.

## Abstract

The rate of decline in estimated glomerular filtration rate (GFR, eGFR) is increasingly recognized as a quantitative marker of chronic kidney disease (CKD) progression. However, data on eGFR slopes have mainly been reported in cohorts enriched for fast progression and the heterogeneity of eGFR slopes across the spectrum of CKD remains poorly defined.

In 5214 participants of the German CKD (GCKD) study, we modeled eGFR slopes using per-protocol and clinical measurements. We used linear-mixed effects models, with eGFR slope as the outcome and baseline demographics as independent variables to (i) describe eGFR slope heterogeneity; (ii) assess differences by CKD etiology, eGFR and urinary albumin-to-creatinine ratio (UACR) categories, sex, and age; and (iii) determine associations of slopes with estimated eGFR decline (30%, 40%, and 57%) and observed end points (kidney failure with replacement therapy, mortality).

On average, 9 eGFR values per participant (interquartile range: 7–12) over 6.5 years were used for slope calculation. The adjusted mean annual eGFR slope was −1.43 ml/min per 1.73 m2. Slopes were similar across eGFR categories, but steeper with higher UACR. Faster eGFR decline was observed in participants of younger age and in those with polycystic kidney disease or diabetic kidney disease (DKD). Although eGFR slopes did not consistently differ by sex, women with diabetes as the leading cause of CKD had lower slopes than their male counterparts. A rapid annual decline (> 5 ml/min per 1.73 m2) occurred in 4.3%, with variation in frequency by CKD cause and UACR.

In conclusion, though the average eGFR slope was low, it varied considerably, depending on CKD etiology and UACR. This data may help to put slope estimates in individual patients and defined subpopulations into perspective.

## Linked entities

- **Diseases:** chronic kidney disease (MONDO:0005300), diabetic kidney disease (MONDO:0005016), polycystic kidney disease (MONDO:0020642)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12800589/full.md

## References

62 references — full list in the complete paper: https://tomesphere.com/paper/PMC12800589/full.md

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Source: https://tomesphere.com/paper/PMC12800589