Abstract

Higher baseline glomerular filtration rate (GFR) may yield subsequent steeper GFR decline, especially in patients with diabetes mellitus (DM). However, this correlation in patients with chronic kidney disease (CKD) and the presence or absence of DM remains controversial. We conducted a longitudinal cohort study in a single medical center between 2011 and 2018. Participants with CKD stage 1 to 3A were enrolled and divided into DM groups and non-DM groups, and then followed up at least every 6 months. We used a linear mixed regression model with centering time variable to overcome the problem of mathematical coupling in the analysis of the relation between baseline GFR and the changes, and compared the results from correct and incorrect specifications of the mixed models. A total number of 1002 patients with 285 diabetic and 717 non-diabetic persons was identified. The linear mixed regression model revealed a significantly negative correlation between baseline GFR and subsequent GFR change rate in both diabetic group and non-diabetic group (r = − 0.44 [95% confidence interval [CI], − 0.69 to − 0.09]), but no statistical significance in non-diabetic group after within-subject mean centering of time variable (r = − 0.09 [95% CI, − 0.41 to 0.25]). Our study showed that higher baseline GFR was associated with a subsequent steeper GFR decline in the DM group but not in the non-DM group among patients with early-stage CKD. Exact model specifications should be described in detail to prevent from a spurious conclusion.

Highlights

  • Higher baseline glomerular filtration rate (GFR) may yield subsequent steeper GFR decline, especially in patients with diabetes mellitus (DM)

  • A total number of 1002 patients with early-stage chronic kidney disease (CKD) (717 in non-DM group and 285 in DM group, respectively) and 7621 nephrology clinic visits were identified between January 1, 2011, and December 31, 2018

  • We found that male and increased age had a significantly negative effect on the baseline estimated GFR (eGFR), and only urinary protein-to-creatinine ratio (UPCR) showed a significant relation to the decrease in eGFR in patients with CKD and DM

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Summary

Introduction

Higher baseline glomerular filtration rate (GFR) may yield subsequent steeper GFR decline, especially in patients with diabetes mellitus (DM) This correlation in patients with chronic kidney disease (CKD) and the presence or absence of DM remains controversial. Our study showed that higher baseline GFR was associated with a subsequent steeper GFR decline in the DM group but not in the non-DM group among patients with early-stage CKD. A recent study showed that higher baseline GFR was significantly related to more rapid decline in GFR over time in patients without DM by using a linear mixed regression model with a random intercept and slope, i.e. the variations in the baseline GFR and in the changes in GFR respectively, to resolve the statistical issue of mathematical c­ oupling[17]. Previous studies did not always describe their model specifications in detail, and it is, unclear whether the issue of mathematical coupling has been resolved

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