A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary intervention: Development and initial validation

We sought to develop a simple risk score of contrast-induced nephropathy (CIN) after percutaneous coronary intervention (PCI). Although several risk factors for CIN have been identified, the cumulative risk rendered by their combination is unknown. A total of 8,357 patients were randomly assigned to...

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Veröffentlicht in:Journal of the American College of Cardiology 2004-10, Vol.44 (7), p.1393-1399
Hauptverfasser: MEHRAN, Roxana, AYMONG, Eve D, LEON, Martin B, DANGAS, George, NIKOLSKY, Eugenia, LASIC, Zoran, IAKOVOU, Ioannis, FAHY, Martin, MINTZ, Gary S, LANSKY, Alexandra J, MOSES, Jeffrey W, STONE, Gregg W
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container_end_page 1399
container_issue 7
container_start_page 1393
container_title Journal of the American College of Cardiology
container_volume 44
creator MEHRAN, Roxana
AYMONG, Eve D
LEON, Martin B
DANGAS, George
NIKOLSKY, Eugenia
LASIC, Zoran
IAKOVOU, Ioannis
FAHY, Martin
MINTZ, Gary S
LANSKY, Alexandra J
MOSES, Jeffrey W
STONE, Gregg W
description We sought to develop a simple risk score of contrast-induced nephropathy (CIN) after percutaneous coronary intervention (PCI). Although several risk factors for CIN have been identified, the cumulative risk rendered by their combination is unknown. A total of 8,357 patients were randomly assigned to a development and a validation dataset. The baseline clinical and procedural characteristics of the 5,571 patients in the development dataset were considered as candidate univariate predictors of CIN (increase >or=25% and/or >or=0.5 mg/dl in serum creatinine at 48 h after PCI vs. baseline). Multivariate logistic regression was then used to identify independent predictors of CIN with a p value 75 years, anemia, and volume of contrast) were assigned a weighted integer; the sum of the integers was a total risk score for each patient. The overall occurrence of CIN in the development set was 13.1% (range 7.5% to 57.3% for a low [or=16] risk score, respectively); the rate of CIN increased exponentially with increasing risk score (Cochran Armitage chi-square, p < 0.0001). In the 2,786 patients of the validation dataset, the model demonstrated good discriminative power (c statistic = 0.67); the increasing risk score was again strongly associated with CIN (range 8.4% to 55.9% for a low and high risk score, respectively). The risk of CIN after PCI can be simply assessed using readily available information. This risk score can be used for both clinical and investigational purposes.
doi_str_mv 10.1016/j.jacc.2004.06.068
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Although several risk factors for CIN have been identified, the cumulative risk rendered by their combination is unknown. A total of 8,357 patients were randomly assigned to a development and a validation dataset. The baseline clinical and procedural characteristics of the 5,571 patients in the development dataset were considered as candidate univariate predictors of CIN (increase &gt;or=25% and/or &gt;or=0.5 mg/dl in serum creatinine at 48 h after PCI vs. baseline). Multivariate logistic regression was then used to identify independent predictors of CIN with a p value &lt;0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age &gt;75 years, anemia, and volume of contrast) were assigned a weighted integer; the sum of the integers was a total risk score for each patient. The overall occurrence of CIN in the development set was 13.1% (range 7.5% to 57.3% for a low [&lt;or=5] and high [&gt;or=16] risk score, respectively); the rate of CIN increased exponentially with increasing risk score (Cochran Armitage chi-square, p &lt; 0.0001). In the 2,786 patients of the validation dataset, the model demonstrated good discriminative power (c statistic = 0.67); the increasing risk score was again strongly associated with CIN (range 8.4% to 55.9% for a low and high risk score, respectively). The risk of CIN after PCI can be simply assessed using readily available information. 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Although several risk factors for CIN have been identified, the cumulative risk rendered by their combination is unknown. A total of 8,357 patients were randomly assigned to a development and a validation dataset. The baseline clinical and procedural characteristics of the 5,571 patients in the development dataset were considered as candidate univariate predictors of CIN (increase &gt;or=25% and/or &gt;or=0.5 mg/dl in serum creatinine at 48 h after PCI vs. baseline). Multivariate logistic regression was then used to identify independent predictors of CIN with a p value &lt;0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age &gt;75 years, anemia, and volume of contrast) were assigned a weighted integer; the sum of the integers was a total risk score for each patient. The overall occurrence of CIN in the development set was 13.1% (range 7.5% to 57.3% for a low [&lt;or=5] and high [&gt;or=16] risk score, respectively); the rate of CIN increased exponentially with increasing risk score (Cochran Armitage chi-square, p &lt; 0.0001). In the 2,786 patients of the validation dataset, the model demonstrated good discriminative power (c statistic = 0.67); the increasing risk score was again strongly associated with CIN (range 8.4% to 55.9% for a low and high risk score, respectively). The risk of CIN after PCI can be simply assessed using readily available information. 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Although several risk factors for CIN have been identified, the cumulative risk rendered by their combination is unknown. A total of 8,357 patients were randomly assigned to a development and a validation dataset. The baseline clinical and procedural characteristics of the 5,571 patients in the development dataset were considered as candidate univariate predictors of CIN (increase &gt;or=25% and/or &gt;or=0.5 mg/dl in serum creatinine at 48 h after PCI vs. baseline). Multivariate logistic regression was then used to identify independent predictors of CIN with a p value &lt;0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age &gt;75 years, anemia, and volume of contrast) were assigned a weighted integer; the sum of the integers was a total risk score for each patient. The overall occurrence of CIN in the development set was 13.1% (range 7.5% to 57.3% for a low [&lt;or=5] and high [&gt;or=16] risk score, respectively); the rate of CIN increased exponentially with increasing risk score (Cochran Armitage chi-square, p &lt; 0.0001). In the 2,786 patients of the validation dataset, the model demonstrated good discriminative power (c statistic = 0.67); the increasing risk score was again strongly associated with CIN (range 8.4% to 55.9% for a low and high risk score, respectively). The risk of CIN after PCI can be simply assessed using readily available information. This risk score can be used for both clinical and investigational purposes.</abstract><cop>New York, NY</cop><pub>Elsevier Science</pub><pmid>15464318</pmid><doi>10.1016/j.jacc.2004.06.068</doi><tpages>7</tpages></addata></record>
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source MEDLINE; Elsevier ScienceDirect Journals Complete; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects Acute coronary syndromes
Age
Aged
Angioplasty, Balloon, Coronary - adverse effects
Angioplasty, Balloon, Coronary - methods
Biological and medical sciences
Cardiology
Confidence intervals
Contrast agents
Contrast Media - adverse effects
Coronary Angiography - adverse effects
Coronary Angiography - methods
Diabetes
Diseases of the cardiovascular system
Female
Heart attacks
Heart failure
Humans
Hypertension
Kidney diseases
Logistic Models
Male
Medical sciences
Middle Aged
Mortality
Multivariate Analysis
Odds Ratio
Predictive Value of Tests
Radiotherapy. Instrumental treatment. Physiotherapy. Reeducation. Rehabilitation, orthophony, crenotherapy. Diet therapy and various other treatments (general aspects)
Renal Insufficiency - chemically induced
Reproducibility of Results
Risk Assessment
Risk Factors
Studies
Variables
title A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary intervention: Development and initial validation
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