Outcomes and Risk Factors of Widened Difference in Estimated Glomerular Filtration Rate by Creatinine or Cystatin C: Adjust Model Development with More than 300,000 UK Biobank Participants

Background: Recent studies have highlighted the significance of discrepancies between cystatin C-based(eGFRcys) and creatinine-based(eGFRcr) CKD-EPI eGFR. This study explores the implications of differences between eGFRcys and eGFRcr(eGFRdiff) on clinical outcomes and develops an adjusted model using eGFRcr and variables. Methods: Using data from the UK Biobank cohort of 343,854 participants, we stratified them into three groups based on eGFRdiff: lower(eGFRcys-eGFRcr<-15), middle(-15≤eGFRcys-eGFRcr≤15), and upper(eGFRcys-eGFRcr>15). We analyzed the risks of death, MI, and ischemic stroke in the eGFRdiff<-15 and eGFRdiff>15 groups using Cox regression models. Logistic regression identified variables associated with eGFRdiff. And we developed and validated a regression model using eGFRcr and associated variables to approximate eGFRcys. Results: Individuals with eGFRdiff<-15 had increased risks of death (HR:1.37[1.30-1.44]), MI (HR:1.23[1.15-1.33]), and ischemic stroke (HR:1.19[1.08-1.31]). Variables associated with eGFRdiff<-15 included high waist/hip circumference, high body weight, low fat-free mass, high total food intake, low protein intake, diabetes, and larger kidney volumes. A regression model was developed using eGFRcr, sex, age, height, weight, and BMI. In the validation set, this model achieved an adjusted R^2 of 0.47, improved from the initial R^2 of 0.32 between eGFRcys and eGFRcr. The adjusted model improved clinical outcome prediction. Conclusion: This study confirmed that eGFRdiff<-15 is associated with increased risks of clinical outcomes and identified factors associated with eGFRdiff. We developed an adjusted model, demonstrating superior clinical outcome association.ROC and AUROC of adjust models.

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Journal
Journal of the American Society of Nephrology
Published
2024-10-01
DOI
https://doi.org/10.1681/asn.2024bnxzg6km
Primary Topic
Chronic Kidney Disease and Diabetes
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article
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article

Outcomes and Risk Factors of Widened Difference in Estimated Glomerular Filtration Rate by Creatinine or Cystatin C: Adjust Model Development with More than 300,000 UK Biobank Participants

Min Woo Kang, Kook‐Hwan Oh, Yong Chul Kim, Sehoon Park et al.
Journal of the American Society of Nephrology
Chronic Kidney Disease and Diabetes
article

Outcomes and Risk Factors of Widened Difference in Estimated Glomerular Filtration Rate by Creatinine or Cystatin C: Adjust Model Development with More than 300,000 UK Biobank Participants

Min Woo Kang, Kook‐Hwan Oh, Yong Chul Kim, Sehoon Park, Dong Ki Kim
article en

Abstract

Background: Recent studies have highlighted the significance of discrepancies between cystatin C-based(eGFRcys) and creatinine-based(eGFRcr) CKD-EPI eGFR. This study explores the implications of differences between eGFRcys and eGFRcr(eGFRdiff) on clinical outcomes and develops an adjusted model using eGFRcr and variables. Methods: Using data from the UK Biobank cohort of 343,854 participants, we stratified them into three groups based on eGFRdiff: lower(eGFRcys-eGFRcr<-15), middle(-15≤eGFRcys-eGFRcr≤15), and upper(eGFRcys-eGFRcr>15). We analyzed the risks of death, MI, and ischemic stroke in the eGFRdiff<-15 and eGFRdiff>15 groups using Cox regression models. Logistic regression identified variables associated with eGFRdiff. And we developed and validated a regression model using eGFRcr and associated variables to approximate eGFRcys. Results: Individuals with eGFRdiff<-15 had increased risks of death (HR:1.37[1.30-1.44]), MI (HR:1.23[1.15-1.33]), and ischemic stroke (HR:1.19[1.08-1.31]). Variables associated with eGFRdiff<-15 included high waist/hip circumference, high body weight, low fat-free mass, high total food intake, low protein intake, diabetes, and larger kidney volumes. A regression model was developed using eGFRcr, sex, age, height, weight, and BMI. In the validation set, this model achieved an adjusted R^2 of 0.47, improved from the initial R^2 of 0.32 between eGFRcys and eGFRcr. The adjusted model improved clinical outcome prediction. Conclusion: This study confirmed that eGFRdiff<-15 is associated with increased risks of clinical outcomes and identified factors associated with eGFRdiff. We developed an adjusted model, demonstrating superior clinical outcome association.ROC and AUROC of adjust models.

Journal of the American Society of NephrologyVol. 35(10S)
New Generation University College (ET)
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Openalex Percentile: Top 75%
Chronic Kidney Disease and Diabetes
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