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A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure

INTRODUCTION: Scores are available to predict the probability of contrast-induced nephropathy (CIN) after cardiac interventions, but not many scores are available for non-cardiac interventions and there are none for intravenous exposure to contrast. We designed this study to develop a simplified sco...

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Autores principales: Kulkarni, Chaitanya S., Kothari, Jatin P., Sirsat, Rashika A., Almeida, Alan F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593291/
https://www.ncbi.nlm.nih.gov/pubmed/37881743
http://dx.doi.org/10.4103/ijn.IJN_65_21
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author Kulkarni, Chaitanya S.
Kothari, Jatin P.
Sirsat, Rashika A.
Almeida, Alan F.
author_facet Kulkarni, Chaitanya S.
Kothari, Jatin P.
Sirsat, Rashika A.
Almeida, Alan F.
author_sort Kulkarni, Chaitanya S.
collection PubMed
description INTRODUCTION: Scores are available to predict the probability of contrast-induced nephropathy (CIN) after cardiac interventions, but not many scores are available for non-cardiac interventions and there are none for intravenous exposure to contrast. We designed this study to develop a simplified score to determine the probability of developing CIN in patients exposed to the parenteral contrast medium. METHODS: This was a prospective study of patients who received parenteral contrast. Of 1300 patients, the first 1000 comprised the derivation cohort and the next 300 comprised the validation cohort. The patient variables in the development cohort were studied using univariate analysis. Statistically significant individual variables were used as independent variables, and CIN was used as the dependent variable in the final multivariate logistic regression model. Then, the risk score was obtained and validated. RESULTS: The incidence of CIN was 3.8%. The risk factors, namely the presence of diabetes mellitus, e-GFR, and route and volume of contrast material were significantly associated with the risk of CIN (P < 0.05). The developed risk score had a sensitivity of 90.4% and specificity of 98.78%. The overall accuracy was 97.8%. The values of AUC of ROC in the development and validation datasets were high. This indicated that the predicted CIN risk score correlated well with the calibration and discriminative characteristics. CONCLUSIONS: The route and volume of contrast administered, low e-GFR, and diabetes mellitus were the significant risk factors. The developed risk score exhibited very good sensitivity and specificity and excellent accuracy in predicting the probability of CIN.
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spelling pubmed-105932912023-10-25 A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure Kulkarni, Chaitanya S. Kothari, Jatin P. Sirsat, Rashika A. Almeida, Alan F. Indian J Nephrol Original Article INTRODUCTION: Scores are available to predict the probability of contrast-induced nephropathy (CIN) after cardiac interventions, but not many scores are available for non-cardiac interventions and there are none for intravenous exposure to contrast. We designed this study to develop a simplified score to determine the probability of developing CIN in patients exposed to the parenteral contrast medium. METHODS: This was a prospective study of patients who received parenteral contrast. Of 1300 patients, the first 1000 comprised the derivation cohort and the next 300 comprised the validation cohort. The patient variables in the development cohort were studied using univariate analysis. Statistically significant individual variables were used as independent variables, and CIN was used as the dependent variable in the final multivariate logistic regression model. Then, the risk score was obtained and validated. RESULTS: The incidence of CIN was 3.8%. The risk factors, namely the presence of diabetes mellitus, e-GFR, and route and volume of contrast material were significantly associated with the risk of CIN (P < 0.05). The developed risk score had a sensitivity of 90.4% and specificity of 98.78%. The overall accuracy was 97.8%. The values of AUC of ROC in the development and validation datasets were high. This indicated that the predicted CIN risk score correlated well with the calibration and discriminative characteristics. CONCLUSIONS: The route and volume of contrast administered, low e-GFR, and diabetes mellitus were the significant risk factors. The developed risk score exhibited very good sensitivity and specificity and excellent accuracy in predicting the probability of CIN. Wolters Kluwer - Medknow 2023 2023-04-04 /pmc/articles/PMC10593291/ /pubmed/37881743 http://dx.doi.org/10.4103/ijn.IJN_65_21 Text en Copyright: © 2023 Indian Journal of Nephrology https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Kulkarni, Chaitanya S.
Kothari, Jatin P.
Sirsat, Rashika A.
Almeida, Alan F.
A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title_full A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title_fullStr A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title_full_unstemmed A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title_short A Simplified Risk Score to Estimate the Risk of Contrast-Induced Nephropathy after Contrast Exposure
title_sort simplified risk score to estimate the risk of contrast-induced nephropathy after contrast exposure
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593291/
https://www.ncbi.nlm.nih.gov/pubmed/37881743
http://dx.doi.org/10.4103/ijn.IJN_65_21
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