The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease

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 long...

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Main Authors: Yi-Chih Lin, Tai-Shuan Lai, Shuei-Liong Lin, Yung-Ming Chen, Tzong-Shinn Chu, Yu-Kang Tu
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86955-z
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spelling doaj-f926d961cf4f4cda88ce6612f725dda92021-04-18T11:35:17ZengNature Publishing GroupScientific Reports2045-23222021-04-011111910.1038/s41598-021-86955-zThe impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney diseaseYi-Chih Lin0Tai-Shuan Lai1Shuei-Liong Lin2Yung-Ming Chen3Tzong-Shinn Chu4Yu-Kang Tu5Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan UniversityDivision of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and College of MedicineDivision of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and College of MedicineDivision of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and College of MedicineDivision of Nephrology, Department of Internal Medicine, National Taiwan University Hospital and College of MedicineInstitute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan UniversityAbstract 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.https://doi.org/10.1038/s41598-021-86955-z
collection DOAJ
language English
format Article
sources DOAJ
author Yi-Chih Lin
Tai-Shuan Lai
Shuei-Liong Lin
Yung-Ming Chen
Tzong-Shinn Chu
Yu-Kang Tu
spellingShingle Yi-Chih Lin
Tai-Shuan Lai
Shuei-Liong Lin
Yung-Ming Chen
Tzong-Shinn Chu
Yu-Kang Tu
The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
Scientific Reports
author_facet Yi-Chih Lin
Tai-Shuan Lai
Shuei-Liong Lin
Yung-Ming Chen
Tzong-Shinn Chu
Yu-Kang Tu
author_sort Yi-Chih Lin
title The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
title_short The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
title_full The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
title_fullStr The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
title_full_unstemmed The impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
title_sort impact of baseline glomerular filtration rate on subsequent changes of glomerular filtration rate in patients with chronic kidney disease
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-04-01
description 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.
url https://doi.org/10.1038/s41598-021-86955-z
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