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National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort
BACKGROUND: Contrast-induced nephropathy (CIN) is a major adverse event in patients undergoing coronary angiography. The Mehran risk model is the gold-standard for CIN risk prediction. However, its performance in comparison to more contemporary National Cardiovascular Data Registry-Acute Kidney Inju...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494719/ https://www.ncbi.nlm.nih.gov/pubmed/34363595 http://dx.doi.org/10.1007/s40620-021-01124-9 |
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author | Parco, Claudio Brockmeyer, Maximilian Kosejian, Lucin Quade, Julia Tröstler, Jennifer Bader, Selina Lin, Yingfeng Sokolowski, Alexander Hoss, Alexander Heinen, Yvonne Schulze, Volker Icks, Andrea Jung, Christian Kelm, Malte Wolff, Georg |
author_facet | Parco, Claudio Brockmeyer, Maximilian Kosejian, Lucin Quade, Julia Tröstler, Jennifer Bader, Selina Lin, Yingfeng Sokolowski, Alexander Hoss, Alexander Heinen, Yvonne Schulze, Volker Icks, Andrea Jung, Christian Kelm, Malte Wolff, Georg |
author_sort | Parco, Claudio |
collection | PubMed |
description | BACKGROUND: Contrast-induced nephropathy (CIN) is a major adverse event in patients undergoing coronary angiography. The Mehran risk model is the gold-standard for CIN risk prediction. However, its performance in comparison to more contemporary National Cardiovascular Data Registry-Acute Kidney Injury (NCDR-AKI) risk models remains unknown. We aimed to compare both in this study. METHODS AND RESULTS: Predictions of Mehran and NCDR-AKI risk models and clinical events of CIN and need for dialysis were assessed in a total of 2067 patients undergoing coronary angiography with or without percutaneous coronary intervention. Risk models were compared regarding discrimination (receiver operating characteristic analysis), net reclassification improvement (NRI) and calibration (graphical and statistical analysis). The NCDR risk model showed superior risk discrimination for predicting CIN (NCDR c-index 0.75, 95% CI 0.72–0.78; vs. Mehran c-index 0.69, 95% CI 0.66–0.72, p < 0.01), and continuous NRI (0.22; 95% CI 0.12–0.32; p < 0.01) compared to the Mehran model. The NCDR risk model tended to underestimate the risk of CIN, while the Mehran model was more evenly calibrated. For the prediction of need for dialysis, NCDR-AKI-D also discriminated risk better (c-index 0.85, 95% CI 0.79–0.91; vs. Mehran c-index 0.75, 95% CI 0.66–0.84; p(NCDRvsMehran) < 0.01), but continuous NRI showed no benefit and calibration analysis revealed an underestimation of dialysis risk. CONCLUSION: In German patients undergoing coronary angiography, the modern NCDR risk model for predicting contrast-induced nephropathy showed superior discrimination compared to the Mehran model while showing less accurate calibration. Results for the outcome ‘need for dialysis’ were equivocal. GRAPHIC ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40620-021-01124-9. |
format | Online Article Text |
id | pubmed-8494719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-84947192021-10-19 National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort Parco, Claudio Brockmeyer, Maximilian Kosejian, Lucin Quade, Julia Tröstler, Jennifer Bader, Selina Lin, Yingfeng Sokolowski, Alexander Hoss, Alexander Heinen, Yvonne Schulze, Volker Icks, Andrea Jung, Christian Kelm, Malte Wolff, Georg J Nephrol Original Article BACKGROUND: Contrast-induced nephropathy (CIN) is a major adverse event in patients undergoing coronary angiography. The Mehran risk model is the gold-standard for CIN risk prediction. However, its performance in comparison to more contemporary National Cardiovascular Data Registry-Acute Kidney Injury (NCDR-AKI) risk models remains unknown. We aimed to compare both in this study. METHODS AND RESULTS: Predictions of Mehran and NCDR-AKI risk models and clinical events of CIN and need for dialysis were assessed in a total of 2067 patients undergoing coronary angiography with or without percutaneous coronary intervention. Risk models were compared regarding discrimination (receiver operating characteristic analysis), net reclassification improvement (NRI) and calibration (graphical and statistical analysis). The NCDR risk model showed superior risk discrimination for predicting CIN (NCDR c-index 0.75, 95% CI 0.72–0.78; vs. Mehran c-index 0.69, 95% CI 0.66–0.72, p < 0.01), and continuous NRI (0.22; 95% CI 0.12–0.32; p < 0.01) compared to the Mehran model. The NCDR risk model tended to underestimate the risk of CIN, while the Mehran model was more evenly calibrated. For the prediction of need for dialysis, NCDR-AKI-D also discriminated risk better (c-index 0.85, 95% CI 0.79–0.91; vs. Mehran c-index 0.75, 95% CI 0.66–0.84; p(NCDRvsMehran) < 0.01), but continuous NRI showed no benefit and calibration analysis revealed an underestimation of dialysis risk. CONCLUSION: In German patients undergoing coronary angiography, the modern NCDR risk model for predicting contrast-induced nephropathy showed superior discrimination compared to the Mehran model while showing less accurate calibration. Results for the outcome ‘need for dialysis’ were equivocal. GRAPHIC ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40620-021-01124-9. Springer International Publishing 2021-08-07 2021 /pmc/articles/PMC8494719/ /pubmed/34363595 http://dx.doi.org/10.1007/s40620-021-01124-9 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Article Parco, Claudio Brockmeyer, Maximilian Kosejian, Lucin Quade, Julia Tröstler, Jennifer Bader, Selina Lin, Yingfeng Sokolowski, Alexander Hoss, Alexander Heinen, Yvonne Schulze, Volker Icks, Andrea Jung, Christian Kelm, Malte Wolff, Georg National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title | National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title_full | National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title_fullStr | National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title_full_unstemmed | National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title_short | National Cardiovascular Data Registry-Acute Kidney Injury (NCDR) vs. Mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a German patient cohort |
title_sort | national cardiovascular data registry-acute kidney injury (ncdr) vs. mehran risk models for prediction of contrast-induced nephropathy and need for dialysis after coronary angiography in a german patient cohort |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494719/ https://www.ncbi.nlm.nih.gov/pubmed/34363595 http://dx.doi.org/10.1007/s40620-021-01124-9 |
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