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Validation of Four Prediction Scores for Cardiac Surgery-Associated Acute Kidney Injury in Chinese Patients
OBJECTIVE: To assess the clinical value of four models for the prediction of cardiac surgery-associated acute kidney injury (CSA-AKI) and severe AKI which renal replacement therapy was needed (RRT-AKI) in Chinese patients. METHODS: 1587 patients who underwent cardiac surgery in the department of car...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Sociedade Brasileira de Cirurgia Cardiovascular
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5731314/ https://www.ncbi.nlm.nih.gov/pubmed/29267610 http://dx.doi.org/10.21470/1678-9741-2017-0116 |
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author | Jiang, Wuhua Xu, Jiarui Shen, Bo Wang, Chunsheng Teng, Jie Ding, Xiaoqiang |
author_facet | Jiang, Wuhua Xu, Jiarui Shen, Bo Wang, Chunsheng Teng, Jie Ding, Xiaoqiang |
author_sort | Jiang, Wuhua |
collection | PubMed |
description | OBJECTIVE: To assess the clinical value of four models for the prediction of cardiac surgery-associated acute kidney injury (CSA-AKI) and severe AKI which renal replacement therapy was needed (RRT-AKI) in Chinese patients. METHODS: 1587 patients who underwent cardiac surgery in the department of cardiac surgery in the Zhongshan Hospital, Fudan University, between January 2013 and December 2013 were enrolled in this research. Evaluating the predicting value for cardiac surgery-associated AKI (AKICS score) and RRT-AKI (Cleveland score, SRI and Mehta score) by Hosmer-Lemeshow goodness-of-fit test for the calibration and area under receiver operating characteristic curve (AUROC) for the discrimination. RESULTS: Based on 2012 KDIGO (Kidney Disease: Improving Global Outcomes) AKI definition, the incidence of AKI and RRT-AKI was 37.4% (594/1587) and 1.1% (18/1587), respectively. The mortality of AKI and RRT-AKI was 6.1% (36/594) and 66.7% (12/18), respectively, while the total mortality was 2.8% (44/1587). The discrimination (AUROC=0.610) for the prediction of CSA-AKI of AKICS was low, while the calibration (x(2)=7.55, P=0.109) was fair. For the prediction of RRT-AKI, the discrimination of Cleveland score (AUROC=0.684), Mehta score (AUROC=0.708) and SRI (AUROC=0.622) were not good; while the calibration of them were fair (Cleveland score x(2)=1.918, P=0.166; Mehta score x(2)=9.209, P=0.238; SRI x(2)=2.976, P=0.271). CONCLUSION: In our single-center study, based upon valve surgery dominant and less diabetes mellitus patients, according to KDIGO AKI definition, the predictive value of the four models, combining discrimination and calibration, for respective primary event, were not convincible. |
format | Online Article Text |
id | pubmed-5731314 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Sociedade Brasileira de Cirurgia Cardiovascular |
record_format | MEDLINE/PubMed |
spelling | pubmed-57313142017-12-18 Validation of Four Prediction Scores for Cardiac Surgery-Associated Acute Kidney Injury in Chinese Patients Jiang, Wuhua Xu, Jiarui Shen, Bo Wang, Chunsheng Teng, Jie Ding, Xiaoqiang Braz J Cardiovasc Surg Original Article OBJECTIVE: To assess the clinical value of four models for the prediction of cardiac surgery-associated acute kidney injury (CSA-AKI) and severe AKI which renal replacement therapy was needed (RRT-AKI) in Chinese patients. METHODS: 1587 patients who underwent cardiac surgery in the department of cardiac surgery in the Zhongshan Hospital, Fudan University, between January 2013 and December 2013 were enrolled in this research. Evaluating the predicting value for cardiac surgery-associated AKI (AKICS score) and RRT-AKI (Cleveland score, SRI and Mehta score) by Hosmer-Lemeshow goodness-of-fit test for the calibration and area under receiver operating characteristic curve (AUROC) for the discrimination. RESULTS: Based on 2012 KDIGO (Kidney Disease: Improving Global Outcomes) AKI definition, the incidence of AKI and RRT-AKI was 37.4% (594/1587) and 1.1% (18/1587), respectively. The mortality of AKI and RRT-AKI was 6.1% (36/594) and 66.7% (12/18), respectively, while the total mortality was 2.8% (44/1587). The discrimination (AUROC=0.610) for the prediction of CSA-AKI of AKICS was low, while the calibration (x(2)=7.55, P=0.109) was fair. For the prediction of RRT-AKI, the discrimination of Cleveland score (AUROC=0.684), Mehta score (AUROC=0.708) and SRI (AUROC=0.622) were not good; while the calibration of them were fair (Cleveland score x(2)=1.918, P=0.166; Mehta score x(2)=9.209, P=0.238; SRI x(2)=2.976, P=0.271). CONCLUSION: In our single-center study, based upon valve surgery dominant and less diabetes mellitus patients, according to KDIGO AKI definition, the predictive value of the four models, combining discrimination and calibration, for respective primary event, were not convincible. Sociedade Brasileira de Cirurgia Cardiovascular 2017 /pmc/articles/PMC5731314/ /pubmed/29267610 http://dx.doi.org/10.21470/1678-9741-2017-0116 Text en 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 work is properly cited. |
spellingShingle | Original Article Jiang, Wuhua Xu, Jiarui Shen, Bo Wang, Chunsheng Teng, Jie Ding, Xiaoqiang Validation of Four Prediction Scores for Cardiac Surgery-Associated Acute Kidney Injury in Chinese Patients |
title | Validation of Four Prediction Scores for Cardiac Surgery-Associated
Acute Kidney Injury in Chinese Patients |
title_full | Validation of Four Prediction Scores for Cardiac Surgery-Associated
Acute Kidney Injury in Chinese Patients |
title_fullStr | Validation of Four Prediction Scores for Cardiac Surgery-Associated
Acute Kidney Injury in Chinese Patients |
title_full_unstemmed | Validation of Four Prediction Scores for Cardiac Surgery-Associated
Acute Kidney Injury in Chinese Patients |
title_short | Validation of Four Prediction Scores for Cardiac Surgery-Associated
Acute Kidney Injury in Chinese Patients |
title_sort | validation of four prediction scores for cardiac surgery-associated
acute kidney injury in chinese patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5731314/ https://www.ncbi.nlm.nih.gov/pubmed/29267610 http://dx.doi.org/10.21470/1678-9741-2017-0116 |
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