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Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years
BACKGROUND: A goal of searching risk factors for chronic kidney disease (CKD) is to halt progressing to end-stage renal disease (ESRD) by potential intervention. To predict the future ESRD, 30% decline in estimated GFR over 2 years was examined in comparison with other time-dependent predictors. MET...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503403/ https://www.ncbi.nlm.nih.gov/pubmed/26177463 http://dx.doi.org/10.1371/journal.pone.0132927 |
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author | Chang, Wen Xiu Asakawa, Shinichiro Toyoki, Daigo Nemoto, Yoshikazu Morimoto, Chikayuki Tamura, Yoshifuru Ota, Tatsuru Shibata, Shigeru Fujigaki, Yoshihide Shen, Zhong Yang Uchida, Shunya |
author_facet | Chang, Wen Xiu Asakawa, Shinichiro Toyoki, Daigo Nemoto, Yoshikazu Morimoto, Chikayuki Tamura, Yoshifuru Ota, Tatsuru Shibata, Shigeru Fujigaki, Yoshihide Shen, Zhong Yang Uchida, Shunya |
author_sort | Chang, Wen Xiu |
collection | PubMed |
description | BACKGROUND: A goal of searching risk factors for chronic kidney disease (CKD) is to halt progressing to end-stage renal disease (ESRD) by potential intervention. To predict the future ESRD, 30% decline in estimated GFR over 2 years was examined in comparison with other time-dependent predictors. METHODS: CKD patients who had measurement of serum creatinine at baseline and 2 years were enrolled (n = 701) and followed up to 6 years. Time-dependent parameters were calculated as time-averaged values over 2 years by a trapezoidal rule. Risk factors affecting the incidence of ESRD were investigated by the extended Cox proportional hazard model with baseline dataset and 2-year time-averaged dataset. Predictive significance of 30% decline in estimated GFR over 2 years for ESRD was analyzed. RESULTS: For predicting ESRD, baseline estimated GFR and proteinuria were the most influential risk factors either with the baseline dataset or the 2-year time-averaged dataset. Using the 2-year time-averaged dataset, 30% decline in estimated GFR over 2 years by itself showed the highest HR of 31.6 for ESRD whereas addition of baseline estimated GFR, proteinuria, serum albumin and hemoglobin yielded a better model by a multivariate Cox regression model. This novel surrogate was mostly associated with time-averaged proteinuria over 2 years with the cut-off of ~1 g/g creatinine. CONCLUSION: These results suggest that decline in estimated GFR and proteinuria are the risk factors while serum albumin and hemoglobin are the protective factors by the time-to-event analysis. Future incidence of ESRD is best predicted by 30% decline in eGFR over 2 years that can be modified by intervention to proteinuria, hemoglobin, uric acid, phosphorus, blood pressure and use of renin-angiotensin system inhibitors in the follow-up of 2 years. |
format | Online Article Text |
id | pubmed-4503403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-45034032015-07-17 Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years Chang, Wen Xiu Asakawa, Shinichiro Toyoki, Daigo Nemoto, Yoshikazu Morimoto, Chikayuki Tamura, Yoshifuru Ota, Tatsuru Shibata, Shigeru Fujigaki, Yoshihide Shen, Zhong Yang Uchida, Shunya PLoS One Research Article BACKGROUND: A goal of searching risk factors for chronic kidney disease (CKD) is to halt progressing to end-stage renal disease (ESRD) by potential intervention. To predict the future ESRD, 30% decline in estimated GFR over 2 years was examined in comparison with other time-dependent predictors. METHODS: CKD patients who had measurement of serum creatinine at baseline and 2 years were enrolled (n = 701) and followed up to 6 years. Time-dependent parameters were calculated as time-averaged values over 2 years by a trapezoidal rule. Risk factors affecting the incidence of ESRD were investigated by the extended Cox proportional hazard model with baseline dataset and 2-year time-averaged dataset. Predictive significance of 30% decline in estimated GFR over 2 years for ESRD was analyzed. RESULTS: For predicting ESRD, baseline estimated GFR and proteinuria were the most influential risk factors either with the baseline dataset or the 2-year time-averaged dataset. Using the 2-year time-averaged dataset, 30% decline in estimated GFR over 2 years by itself showed the highest HR of 31.6 for ESRD whereas addition of baseline estimated GFR, proteinuria, serum albumin and hemoglobin yielded a better model by a multivariate Cox regression model. This novel surrogate was mostly associated with time-averaged proteinuria over 2 years with the cut-off of ~1 g/g creatinine. CONCLUSION: These results suggest that decline in estimated GFR and proteinuria are the risk factors while serum albumin and hemoglobin are the protective factors by the time-to-event analysis. Future incidence of ESRD is best predicted by 30% decline in eGFR over 2 years that can be modified by intervention to proteinuria, hemoglobin, uric acid, phosphorus, blood pressure and use of renin-angiotensin system inhibitors in the follow-up of 2 years. Public Library of Science 2015-07-15 /pmc/articles/PMC4503403/ /pubmed/26177463 http://dx.doi.org/10.1371/journal.pone.0132927 Text en © 2015 Chang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Chang, Wen Xiu Asakawa, Shinichiro Toyoki, Daigo Nemoto, Yoshikazu Morimoto, Chikayuki Tamura, Yoshifuru Ota, Tatsuru Shibata, Shigeru Fujigaki, Yoshihide Shen, Zhong Yang Uchida, Shunya Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title | Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title_full | Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title_fullStr | Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title_full_unstemmed | Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title_short | Predictors and the Subsequent Risk of End-Stage Renal Disease – Usefulness of 30% Decline in Estimated GFR over 2 Years |
title_sort | predictors and the subsequent risk of end-stage renal disease – usefulness of 30% decline in estimated gfr over 2 years |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4503403/ https://www.ncbi.nlm.nih.gov/pubmed/26177463 http://dx.doi.org/10.1371/journal.pone.0132927 |
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