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A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography
BACKGROUND: Risk stratification is recommended as the key step to prevent contrast-associated acute kidney injury (CA-AKI) among at-risk patients following coronary angiography (CAG) and/or percutaneous coronary intervention (PCI). Patients with hypoalbuminemia are prone to CA-AKI and do not have th...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7460778/ https://www.ncbi.nlm.nih.gov/pubmed/32867690 http://dx.doi.org/10.1186/s12872-020-01689-6 |
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author | Liu, Liwei Liu, Jin Lei, Li Wang, Bo Sun, Guoli Guo, Zhaodong He, Yibo Song, Feier Lun, Zhubin Liu, Bowen Chen, Guanzhong Chen, Shiqun Yang, Yongquan Liu, Yong Chen, Jiyan |
author_facet | Liu, Liwei Liu, Jin Lei, Li Wang, Bo Sun, Guoli Guo, Zhaodong He, Yibo Song, Feier Lun, Zhubin Liu, Bowen Chen, Guanzhong Chen, Shiqun Yang, Yongquan Liu, Yong Chen, Jiyan |
author_sort | Liu, Liwei |
collection | PubMed |
description | BACKGROUND: Risk stratification is recommended as the key step to prevent contrast-associated acute kidney injury (CA-AKI) among at-risk patients following coronary angiography (CAG) and/or percutaneous coronary intervention (PCI). Patients with hypoalbuminemia are prone to CA-AKI and do not have their own risk stratification tool. Therefore, this study developed and validated a new model for predicting CA-AKI among hypoalbuminemia patients CAG/PCI. METHODS: 1272 patients with hypoalbuminemia receiving CAG/PCI were enrolled and randomly allocated (2:1 ratio) into the development cohort (n = 848) and the validation cohort (n = 424). CA-AKI was defined as an increase of ≥0.3 mg/dL or 50% in serum creatinine (SCr) compared to baseline in the 48 to 72 h after CAG/PCI. A prediction model was established with independent predictors according to stepwise logistic regression, showing as a nomogram. The discrimination of the new model was evaluated by the area under the curve (AUC) and was compared to the classic Mehran CA-AKI model. The Hosmer-Lemeshow test was conducted to assess the calibration of our model. RESULTS: Overall, 8.4% (71/848) patients of the development group and 11.2% (48/424) patients of the validation group experienced CA-AKI. A new nomogram included estimated glomerular filtration rate (eGFR), serum albumin (ALB), age and the use of intra-aortic balloon pump (IABP); showed better predictive ability than the Mehran score (C-index 0.756 vs. 0.693, p = 0.02); and had good calibration (Hosmer–Lemeshow test p = 0.187). CONCLUSIONS: We developed a simple model for predicting CA-AKI among patients with hypoalbuminemia undergoing CAG/PCI, but our findings need validating externally. TRIAL REGISTRATION: http://www.ClinicalTrials.gov NCT01400295, retrospectively registered 21 July 2011. |
format | Online Article Text |
id | pubmed-7460778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74607782020-09-02 A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography Liu, Liwei Liu, Jin Lei, Li Wang, Bo Sun, Guoli Guo, Zhaodong He, Yibo Song, Feier Lun, Zhubin Liu, Bowen Chen, Guanzhong Chen, Shiqun Yang, Yongquan Liu, Yong Chen, Jiyan BMC Cardiovasc Disord Research Article BACKGROUND: Risk stratification is recommended as the key step to prevent contrast-associated acute kidney injury (CA-AKI) among at-risk patients following coronary angiography (CAG) and/or percutaneous coronary intervention (PCI). Patients with hypoalbuminemia are prone to CA-AKI and do not have their own risk stratification tool. Therefore, this study developed and validated a new model for predicting CA-AKI among hypoalbuminemia patients CAG/PCI. METHODS: 1272 patients with hypoalbuminemia receiving CAG/PCI were enrolled and randomly allocated (2:1 ratio) into the development cohort (n = 848) and the validation cohort (n = 424). CA-AKI was defined as an increase of ≥0.3 mg/dL or 50% in serum creatinine (SCr) compared to baseline in the 48 to 72 h after CAG/PCI. A prediction model was established with independent predictors according to stepwise logistic regression, showing as a nomogram. The discrimination of the new model was evaluated by the area under the curve (AUC) and was compared to the classic Mehran CA-AKI model. The Hosmer-Lemeshow test was conducted to assess the calibration of our model. RESULTS: Overall, 8.4% (71/848) patients of the development group and 11.2% (48/424) patients of the validation group experienced CA-AKI. A new nomogram included estimated glomerular filtration rate (eGFR), serum albumin (ALB), age and the use of intra-aortic balloon pump (IABP); showed better predictive ability than the Mehran score (C-index 0.756 vs. 0.693, p = 0.02); and had good calibration (Hosmer–Lemeshow test p = 0.187). CONCLUSIONS: We developed a simple model for predicting CA-AKI among patients with hypoalbuminemia undergoing CAG/PCI, but our findings need validating externally. TRIAL REGISTRATION: http://www.ClinicalTrials.gov NCT01400295, retrospectively registered 21 July 2011. BioMed Central 2020-08-31 /pmc/articles/PMC7460778/ /pubmed/32867690 http://dx.doi.org/10.1186/s12872-020-01689-6 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Liu, Liwei Liu, Jin Lei, Li Wang, Bo Sun, Guoli Guo, Zhaodong He, Yibo Song, Feier Lun, Zhubin Liu, Bowen Chen, Guanzhong Chen, Shiqun Yang, Yongquan Liu, Yong Chen, Jiyan A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title | A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title_full | A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title_fullStr | A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title_full_unstemmed | A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title_short | A prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
title_sort | prediction model of contrast-associated acute kidney injury in patients with hypoalbuminemia undergoing coronary angiography |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7460778/ https://www.ncbi.nlm.nih.gov/pubmed/32867690 http://dx.doi.org/10.1186/s12872-020-01689-6 |
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