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 |
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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 >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 <0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age >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=5] and high [>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.</description><identifier>ISSN: 0735-1097</identifier><identifier>EISSN: 1558-3597</identifier><identifier>DOI: 10.1016/j.jacc.2004.06.068</identifier><identifier>PMID: 15464318</identifier><identifier>CODEN: JACCDI</identifier><language>eng</language><publisher>New York, NY: Elsevier Science</publisher><subject>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</subject><ispartof>Journal of the American College of Cardiology, 2004-10, Vol.44 (7), p.1393-1399</ispartof><rights>2005 INIST-CNRS</rights><rights>Copyright Elsevier Limited Oct 6, 2004</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=16146587$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/15464318$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>MEHRAN, Roxana</creatorcontrib><creatorcontrib>AYMONG, Eve D</creatorcontrib><creatorcontrib>LEON, Martin B</creatorcontrib><creatorcontrib>DANGAS, George</creatorcontrib><creatorcontrib>NIKOLSKY, Eugenia</creatorcontrib><creatorcontrib>LASIC, Zoran</creatorcontrib><creatorcontrib>IAKOVOU, Ioannis</creatorcontrib><creatorcontrib>FAHY, Martin</creatorcontrib><creatorcontrib>MINTZ, Gary S</creatorcontrib><creatorcontrib>LANSKY, Alexandra J</creatorcontrib><creatorcontrib>MOSES, Jeffrey W</creatorcontrib><creatorcontrib>STONE, Gregg W</creatorcontrib><title>A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary intervention: Development and initial validation</title><title>Journal of the American College of Cardiology</title><addtitle>J Am Coll Cardiol</addtitle><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 <0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age >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=5] and high [>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.</description><subject>Acute coronary syndromes</subject><subject>Age</subject><subject>Aged</subject><subject>Angioplasty, Balloon, Coronary - adverse effects</subject><subject>Angioplasty, Balloon, Coronary - methods</subject><subject>Biological and medical sciences</subject><subject>Cardiology</subject><subject>Confidence intervals</subject><subject>Contrast agents</subject><subject>Contrast Media - adverse effects</subject><subject>Coronary Angiography - adverse effects</subject><subject>Coronary Angiography - methods</subject><subject>Diabetes</subject><subject>Diseases of the cardiovascular system</subject><subject>Female</subject><subject>Heart attacks</subject><subject>Heart failure</subject><subject>Humans</subject><subject>Hypertension</subject><subject>Kidney diseases</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>Multivariate Analysis</subject><subject>Odds Ratio</subject><subject>Predictive Value of Tests</subject><subject>Radiotherapy. Instrumental treatment. Physiotherapy. Reeducation. Rehabilitation, orthophony, crenotherapy. Diet therapy and various other treatments (general aspects)</subject><subject>Renal Insufficiency - chemically induced</subject><subject>Reproducibility of Results</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Studies</subject><subject>Variables</subject><issn>0735-1097</issn><issn>1558-3597</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkN1qHDEMhU1IabZJXyAXxVB6OVt5PPbM5C4k_YNAb9rrRWvLrLez9sT2LOQp-spx6JaAQIjz6Qgdxq4FrAUI_Xm_3qMx6xagW4OuNZyxlVBqaKQa-3O2gl6qRsDYX7B3Oe8BKiLGt-xCqE53Ugwr9veWZ3-YJ-LJ5z88m5iIu5j4nMh6U3wMPDpuYigJc2l8sIshywPNuxRnLLsnjq5QXaBkloKB4pIrn2LA9MR9qNqRwovRDb-nI01xPtSZY7BV9cXjxI84eYsvzBV743DK9P7UL9nvr19-3X1vHn5--3F3-9DsJEBpJGmhDKEaur4dt6odsUVpO9G6QdnOmg6scduelGsJtAZyVksgKQ1YkkJeso__fOcUHxfKZbOPSwr15EYoqOZtTbhSH07Usj2Q3czJH-pXm__5VeDTCcBscHIJg_H5ldOi02ro5TO67IP2</recordid><startdate>20041006</startdate><enddate>20041006</enddate><creator>MEHRAN, Roxana</creator><creator>AYMONG, Eve D</creator><creator>LEON, Martin B</creator><creator>DANGAS, George</creator><creator>NIKOLSKY, Eugenia</creator><creator>LASIC, Zoran</creator><creator>IAKOVOU, Ioannis</creator><creator>FAHY, Martin</creator><creator>MINTZ, Gary S</creator><creator>LANSKY, Alexandra J</creator><creator>MOSES, Jeffrey W</creator><creator>STONE, Gregg W</creator><general>Elsevier Science</general><general>Elsevier Limited</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7T5</scope><scope>7TK</scope><scope>H94</scope><scope>K9.</scope><scope>NAPCQ</scope></search><sort><creationdate>20041006</creationdate><title>A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary intervention: Development and initial validation</title><author>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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-h300t-3e615cea584729b529a2a3d412f85d4dc40dcfb7e5f2e0660efd630e33c0de313</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Acute coronary syndromes</topic><topic>Age</topic><topic>Aged</topic><topic>Angioplasty, Balloon, Coronary - adverse effects</topic><topic>Angioplasty, Balloon, Coronary - methods</topic><topic>Biological and medical sciences</topic><topic>Cardiology</topic><topic>Confidence intervals</topic><topic>Contrast agents</topic><topic>Contrast Media - adverse effects</topic><topic>Coronary Angiography - adverse effects</topic><topic>Coronary Angiography - methods</topic><topic>Diabetes</topic><topic>Diseases of the cardiovascular system</topic><topic>Female</topic><topic>Heart attacks</topic><topic>Heart failure</topic><topic>Humans</topic><topic>Hypertension</topic><topic>Kidney diseases</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>Multivariate Analysis</topic><topic>Odds Ratio</topic><topic>Predictive Value of Tests</topic><topic>Radiotherapy. Instrumental treatment. Physiotherapy. Reeducation. Rehabilitation, orthophony, crenotherapy. Diet therapy and various other treatments (general aspects)</topic><topic>Renal Insufficiency - chemically induced</topic><topic>Reproducibility of Results</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Studies</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>MEHRAN, Roxana</creatorcontrib><creatorcontrib>AYMONG, Eve D</creatorcontrib><creatorcontrib>LEON, Martin B</creatorcontrib><creatorcontrib>DANGAS, George</creatorcontrib><creatorcontrib>NIKOLSKY, Eugenia</creatorcontrib><creatorcontrib>LASIC, Zoran</creatorcontrib><creatorcontrib>IAKOVOU, Ioannis</creatorcontrib><creatorcontrib>FAHY, Martin</creatorcontrib><creatorcontrib>MINTZ, Gary S</creatorcontrib><creatorcontrib>LANSKY, Alexandra J</creatorcontrib><creatorcontrib>MOSES, Jeffrey W</creatorcontrib><creatorcontrib>STONE, Gregg W</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><jtitle>Journal of the American College of Cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>MEHRAN, Roxana</au><au>AYMONG, Eve D</au><au>LEON, Martin B</au><au>DANGAS, George</au><au>NIKOLSKY, Eugenia</au><au>LASIC, Zoran</au><au>IAKOVOU, Ioannis</au><au>FAHY, Martin</au><au>MINTZ, Gary S</au><au>LANSKY, Alexandra J</au><au>MOSES, Jeffrey W</au><au>STONE, Gregg W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A simple risk score for prediction of contrast-induced nephropathy after percutaneous coronary intervention: Development and initial validation</atitle><jtitle>Journal of the American College of Cardiology</jtitle><addtitle>J Am Coll Cardiol</addtitle><date>2004-10-06</date><risdate>2004</risdate><volume>44</volume><issue>7</issue><spage>1393</spage><epage>1399</epage><pages>1393-1399</pages><issn>0735-1097</issn><eissn>1558-3597</eissn><coden>JACCDI</coden><abstract>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 <0.0001. Based on the odds ratio, eight identified variables (hypotension, intra-aortic balloon pump, congestive heart failure, chronic kidney disease, diabetes, age >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=5] and high [>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.</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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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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