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Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy
BACKGROUND: There have been a limited number of biopsy-based studies on diabetic nephropathy, and therefore the clinical importance of renal biopsy in patients with diabetes in late-stage chronic kidney disease (CKD) is still debated. We aimed to clarify the renal prognostic value of pathological in...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770066/ https://www.ncbi.nlm.nih.gov/pubmed/29338014 http://dx.doi.org/10.1371/journal.pone.0190930 |
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author | Yamanouchi, Masayuki Hoshino, Junichi Ubara, Yoshifumi Takaichi, Kenmei Kinowaki, Keiichi Fujii, Takeshi Ohashi, Kenichi Mise, Koki Toyama, Tadashi Hara, Akinori Kitagawa, Kiyoki Shimizu, Miho Furuichi, Kengo Wada, Takashi |
author_facet | Yamanouchi, Masayuki Hoshino, Junichi Ubara, Yoshifumi Takaichi, Kenmei Kinowaki, Keiichi Fujii, Takeshi Ohashi, Kenichi Mise, Koki Toyama, Tadashi Hara, Akinori Kitagawa, Kiyoki Shimizu, Miho Furuichi, Kengo Wada, Takashi |
author_sort | Yamanouchi, Masayuki |
collection | PubMed |
description | BACKGROUND: There have been a limited number of biopsy-based studies on diabetic nephropathy, and therefore the clinical importance of renal biopsy in patients with diabetes in late-stage chronic kidney disease (CKD) is still debated. We aimed to clarify the renal prognostic value of pathological information to clinical information in patients with diabetes and advanced CKD. METHODS: We retrospectively assessed 493 type 2 diabetics with biopsy-proven diabetic nephropathy in four centers in Japan. 296 patients with stage 3–5 CKD at the time of biopsy were identified and assigned two risk prediction scores for end-stage renal disease (ESRD): the Kidney Failure Risk Equation (KFRE, a score composed of clinical parameters) and the Diabetic Nephropathy Score (D-score, a score integrated pathological parameters of the Diabetic Nephropathy Classification by the Renal Pathology Society (RPS DN Classification)). They were randomized 2:1 to development and validation cohort. Hazard Ratios (HR) of incident ESRD were reported with 95% confidence interval (CI) of the KFRE, D-score and KFRE+D-score in Cox regression model. Improvement of risk prediction with the addition of D-score to the KFRE was assessed using c-statistics, continuous net reclassification improvement (NRI), and integrated discrimination improvement (IDI). RESULTS: During median follow-up of 1.9 years, 194 patients developed ESRD. The cox regression analysis showed that the KFRE,D-score and KFRE+D-score were significant predictors of ESRD both in the development cohort and in the validation cohort. The c-statistics of the D-score was 0.67. The c-statistics of the KFRE was good, but its predictive value was weaker than that in the miscellaneous CKD cohort originally reported (c-statistics, 0.78 vs. 0.90) and was not significantly improved by adding the D-score (0.78 vs. 0.79, p = 0.83). Only continuous NRI was positive after adding the D-score to the KFRE (0.4%; CI: 0.0–0.8%). CONCLUSIONS: We found that the predict values of the KFRE and the D-score were not as good as reported, and combining the D-score with the KFRE did not significantly improve prediction of the risk of ESRD in advanced diabetic nephropathy. To improve prediction of renal prognosis for advanced diabetic nephropathy may require different approaches with combining clinical and pathological parameters that were not measured in the KFRE and the RPS DN Classification. |
format | Online Article Text |
id | pubmed-5770066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57700662018-01-23 Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy Yamanouchi, Masayuki Hoshino, Junichi Ubara, Yoshifumi Takaichi, Kenmei Kinowaki, Keiichi Fujii, Takeshi Ohashi, Kenichi Mise, Koki Toyama, Tadashi Hara, Akinori Kitagawa, Kiyoki Shimizu, Miho Furuichi, Kengo Wada, Takashi PLoS One Research Article BACKGROUND: There have been a limited number of biopsy-based studies on diabetic nephropathy, and therefore the clinical importance of renal biopsy in patients with diabetes in late-stage chronic kidney disease (CKD) is still debated. We aimed to clarify the renal prognostic value of pathological information to clinical information in patients with diabetes and advanced CKD. METHODS: We retrospectively assessed 493 type 2 diabetics with biopsy-proven diabetic nephropathy in four centers in Japan. 296 patients with stage 3–5 CKD at the time of biopsy were identified and assigned two risk prediction scores for end-stage renal disease (ESRD): the Kidney Failure Risk Equation (KFRE, a score composed of clinical parameters) and the Diabetic Nephropathy Score (D-score, a score integrated pathological parameters of the Diabetic Nephropathy Classification by the Renal Pathology Society (RPS DN Classification)). They were randomized 2:1 to development and validation cohort. Hazard Ratios (HR) of incident ESRD were reported with 95% confidence interval (CI) of the KFRE, D-score and KFRE+D-score in Cox regression model. Improvement of risk prediction with the addition of D-score to the KFRE was assessed using c-statistics, continuous net reclassification improvement (NRI), and integrated discrimination improvement (IDI). RESULTS: During median follow-up of 1.9 years, 194 patients developed ESRD. The cox regression analysis showed that the KFRE,D-score and KFRE+D-score were significant predictors of ESRD both in the development cohort and in the validation cohort. The c-statistics of the D-score was 0.67. The c-statistics of the KFRE was good, but its predictive value was weaker than that in the miscellaneous CKD cohort originally reported (c-statistics, 0.78 vs. 0.90) and was not significantly improved by adding the D-score (0.78 vs. 0.79, p = 0.83). Only continuous NRI was positive after adding the D-score to the KFRE (0.4%; CI: 0.0–0.8%). CONCLUSIONS: We found that the predict values of the KFRE and the D-score were not as good as reported, and combining the D-score with the KFRE did not significantly improve prediction of the risk of ESRD in advanced diabetic nephropathy. To improve prediction of renal prognosis for advanced diabetic nephropathy may require different approaches with combining clinical and pathological parameters that were not measured in the KFRE and the RPS DN Classification. Public Library of Science 2018-01-16 /pmc/articles/PMC5770066/ /pubmed/29338014 http://dx.doi.org/10.1371/journal.pone.0190930 Text en © 2018 Yamanouchi 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yamanouchi, Masayuki Hoshino, Junichi Ubara, Yoshifumi Takaichi, Kenmei Kinowaki, Keiichi Fujii, Takeshi Ohashi, Kenichi Mise, Koki Toyama, Tadashi Hara, Akinori Kitagawa, Kiyoki Shimizu, Miho Furuichi, Kengo Wada, Takashi Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title | Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title_full | Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title_fullStr | Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title_full_unstemmed | Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title_short | Value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
title_sort | value of adding the renal pathological score to the kidney failure risk equation in advanced diabetic nephropathy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5770066/ https://www.ncbi.nlm.nih.gov/pubmed/29338014 http://dx.doi.org/10.1371/journal.pone.0190930 |
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