Impact of Perioperative Acute Kidney Injury as a Severity Index for Thirty-Day Readmission After Cardiac Surgery
Background Of patients undergoing cardiac surgery in the United States, 15% to 20% are re-hospitalized within 30 days. Current models to predict readmission have not evaluated the association between severity of postoperative acute kidney injury (AKI) and 30-day readmissions. Methods We collected da...
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creator | Brown, Jeremiah R., PhD, MS Parikh, Chirag R., MD, PhD Ross, Cathy S., MS Kramer, Robert S., MD Magnus, Patrick C., MBBS, MPH Chaisson, Kristine, CCRN, MS Boss, Richard A., MD Helm, Robert E., MD Horton, Susan R., DNP, FNP Hofmaster, Patricia, PhD Desaulniers, Helen, RN Blajda, Pamela Westbrook, Benjamin M., MD Duquette, Dennis, BA, ADN LeBlond, Kelly, RN Quinn, Reed D., MD Jones, Cheryl, RN DiScipio, Anthony W., MD Malenka, David J., MD |
description | Background Of patients undergoing cardiac surgery in the United States, 15% to 20% are re-hospitalized within 30 days. Current models to predict readmission have not evaluated the association between severity of postoperative acute kidney injury (AKI) and 30-day readmissions. Methods We collected data from 2,209 consecutive patients who underwent either coronary artery bypass or valve surgery at 7 member hospitals of the Northern New England Cardiovascular Disease Study Group Cardiac Surgery Registry between July 2008 and December 2010. Administrative data at each hospital were searched to identify all patients readmitted to the index hospital within 30 days of discharge. We defined AKI stages by the AKI Network definition of 0.3 or 50% increase (stage 1), twofold increase (stage 2), and a threefold or 0.5 increase if the baseline serum creatinine was at least 4.0 (mg/dL) or new dialysis (stage 3). We evaluate the association between stages of AKI and 30-day readmission using multivariate logistic regression. Results There were 260 patients readmitted within 30 days (12.1%). The median time to readmission was 9 (interquartile range, 4 to 16) days. Patients not developing AKI after cardiac surgery had a 30-day readmission rate of 9.3% compared with patients developing AKI stage 1 (16.1%), AKI stage 2 (21.8%), and AKI stage 3 (28.6%, p < 0.001). Adjusted odds ratios for AKI stage 1 (1.81; 1.35, 2.44), stage 2 (2.39; 1.38, 4.14), and stage 3 (3.47; 1.85 to 6.50). Models to predict readmission were significantly improved with the addition of AKI stage (c-statistic 0.65, p = 0.001) and net reclassification rate of 14.6% (95% confidence interval: 5.05% to 24.14%, p = 0.003). Conclusions In addition to more traditional patient characteristics, the severity of postoperative AKI should be used when assessing a patient's risk for readmission. |
doi_str_mv | 10.1016/j.athoracsur.2013.07.090 |
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Current models to predict readmission have not evaluated the association between severity of postoperative acute kidney injury (AKI) and 30-day readmissions. Methods We collected data from 2,209 consecutive patients who underwent either coronary artery bypass or valve surgery at 7 member hospitals of the Northern New England Cardiovascular Disease Study Group Cardiac Surgery Registry between July 2008 and December 2010. Administrative data at each hospital were searched to identify all patients readmitted to the index hospital within 30 days of discharge. We defined AKI stages by the AKI Network definition of 0.3 or 50% increase (stage 1), twofold increase (stage 2), and a threefold or 0.5 increase if the baseline serum creatinine was at least 4.0 (mg/dL) or new dialysis (stage 3). We evaluate the association between stages of AKI and 30-day readmission using multivariate logistic regression. Results There were 260 patients readmitted within 30 days (12.1%). The median time to readmission was 9 (interquartile range, 4 to 16) days. Patients not developing AKI after cardiac surgery had a 30-day readmission rate of 9.3% compared with patients developing AKI stage 1 (16.1%), AKI stage 2 (21.8%), and AKI stage 3 (28.6%, p < 0.001). Adjusted odds ratios for AKI stage 1 (1.81; 1.35, 2.44), stage 2 (2.39; 1.38, 4.14), and stage 3 (3.47; 1.85 to 6.50). Models to predict readmission were significantly improved with the addition of AKI stage (c-statistic 0.65, p = 0.001) and net reclassification rate of 14.6% (95% confidence interval: 5.05% to 24.14%, p = 0.003). Conclusions In addition to more traditional patient characteristics, the severity of postoperative AKI should be used when assessing a patient's risk for readmission.</description><identifier>ISSN: 0003-4975</identifier><identifier>EISSN: 1552-6259</identifier><identifier>DOI: 10.1016/j.athoracsur.2013.07.090</identifier><identifier>PMID: 24119985</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Acute Kidney Injury - diagnosis ; Acute Kidney Injury - etiology ; Acute Kidney Injury - mortality ; Acute Kidney Injury - therapy ; Aged ; Cardiac Surgical Procedures - adverse effects ; Cardiac Surgical Procedures - methods ; Cardiac Surgical Procedures - mortality ; Cardiothoracic Surgery ; Confidence Intervals ; Coronary Artery Bypass - adverse effects ; Coronary Artery Bypass - methods ; Coronary Artery Bypass - mortality ; Female ; Heart Valve Prosthesis Implantation - adverse effects ; Heart Valve Prosthesis Implantation - methods ; Heart Valve Prosthesis Implantation - mortality ; Hospital Mortality ; Humans ; Logistic Models ; Male ; Middle Aged ; Odds Ratio ; Patient Readmission - statistics & numerical data ; Perioperative Care ; Postoperative Complications - diagnosis ; Postoperative Complications - mortality ; Postoperative Complications - therapy ; Predictive Value of Tests ; Registries ; Retrospective Studies ; Risk Assessment ; Severity of Illness Index ; Surgery ; Survival Rate ; Time Factors ; United Kingdom</subject><ispartof>The Annals of thoracic surgery, 2014, Vol.97 (1), p.111-117</ispartof><rights>The Society of Thoracic Surgeons</rights><rights>2014 The Society of Thoracic Surgeons</rights><rights>Copyright © 2014 The Society of Thoracic Surgeons. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c479t-ea21e4ad6b0ace07bdc207edb2cf0f0ad601bcb42e15fc03b5c1ac1591e136f13</citedby><cites>FETCH-LOGICAL-c479t-ea21e4ad6b0ace07bdc207edb2cf0f0ad601bcb42e15fc03b5c1ac1591e136f13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,4010,27900,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24119985$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Brown, Jeremiah R., PhD, MS</creatorcontrib><creatorcontrib>Parikh, Chirag R., MD, PhD</creatorcontrib><creatorcontrib>Ross, Cathy S., MS</creatorcontrib><creatorcontrib>Kramer, Robert S., MD</creatorcontrib><creatorcontrib>Magnus, Patrick C., MBBS, MPH</creatorcontrib><creatorcontrib>Chaisson, Kristine, CCRN, MS</creatorcontrib><creatorcontrib>Boss, Richard A., MD</creatorcontrib><creatorcontrib>Helm, Robert E., MD</creatorcontrib><creatorcontrib>Horton, Susan R., DNP, FNP</creatorcontrib><creatorcontrib>Hofmaster, Patricia, PhD</creatorcontrib><creatorcontrib>Desaulniers, Helen, RN</creatorcontrib><creatorcontrib>Blajda, Pamela</creatorcontrib><creatorcontrib>Westbrook, Benjamin M., MD</creatorcontrib><creatorcontrib>Duquette, Dennis, BA, ADN</creatorcontrib><creatorcontrib>LeBlond, Kelly, RN</creatorcontrib><creatorcontrib>Quinn, Reed D., MD</creatorcontrib><creatorcontrib>Jones, Cheryl, RN</creatorcontrib><creatorcontrib>DiScipio, Anthony W., MD</creatorcontrib><creatorcontrib>Malenka, David J., MD</creatorcontrib><creatorcontrib>Northern New England Cardiovascular Disease Study Group</creatorcontrib><title>Impact of Perioperative Acute Kidney Injury as a Severity Index for Thirty-Day Readmission After Cardiac Surgery</title><title>The Annals of thoracic surgery</title><addtitle>Ann Thorac Surg</addtitle><description>Background Of patients undergoing cardiac surgery in the United States, 15% to 20% are re-hospitalized within 30 days. Current models to predict readmission have not evaluated the association between severity of postoperative acute kidney injury (AKI) and 30-day readmissions. Methods We collected data from 2,209 consecutive patients who underwent either coronary artery bypass or valve surgery at 7 member hospitals of the Northern New England Cardiovascular Disease Study Group Cardiac Surgery Registry between July 2008 and December 2010. Administrative data at each hospital were searched to identify all patients readmitted to the index hospital within 30 days of discharge. We defined AKI stages by the AKI Network definition of 0.3 or 50% increase (stage 1), twofold increase (stage 2), and a threefold or 0.5 increase if the baseline serum creatinine was at least 4.0 (mg/dL) or new dialysis (stage 3). We evaluate the association between stages of AKI and 30-day readmission using multivariate logistic regression. Results There were 260 patients readmitted within 30 days (12.1%). The median time to readmission was 9 (interquartile range, 4 to 16) days. Patients not developing AKI after cardiac surgery had a 30-day readmission rate of 9.3% compared with patients developing AKI stage 1 (16.1%), AKI stage 2 (21.8%), and AKI stage 3 (28.6%, p < 0.001). Adjusted odds ratios for AKI stage 1 (1.81; 1.35, 2.44), stage 2 (2.39; 1.38, 4.14), and stage 3 (3.47; 1.85 to 6.50). Models to predict readmission were significantly improved with the addition of AKI stage (c-statistic 0.65, p = 0.001) and net reclassification rate of 14.6% (95% confidence interval: 5.05% to 24.14%, p = 0.003). Conclusions In addition to more traditional patient characteristics, the severity of postoperative AKI should be used when assessing a patient's risk for readmission.</description><subject>Acute Kidney Injury - diagnosis</subject><subject>Acute Kidney Injury - etiology</subject><subject>Acute Kidney Injury - mortality</subject><subject>Acute Kidney Injury - therapy</subject><subject>Aged</subject><subject>Cardiac Surgical Procedures - adverse effects</subject><subject>Cardiac Surgical Procedures - methods</subject><subject>Cardiac Surgical Procedures - mortality</subject><subject>Cardiothoracic Surgery</subject><subject>Confidence Intervals</subject><subject>Coronary Artery Bypass - adverse effects</subject><subject>Coronary Artery Bypass - methods</subject><subject>Coronary Artery Bypass - mortality</subject><subject>Female</subject><subject>Heart Valve Prosthesis Implantation - adverse effects</subject><subject>Heart Valve Prosthesis Implantation - methods</subject><subject>Heart Valve Prosthesis Implantation - mortality</subject><subject>Hospital Mortality</subject><subject>Humans</subject><subject>Logistic Models</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Odds Ratio</subject><subject>Patient Readmission - statistics & numerical data</subject><subject>Perioperative Care</subject><subject>Postoperative Complications - diagnosis</subject><subject>Postoperative Complications - mortality</subject><subject>Postoperative Complications - therapy</subject><subject>Predictive Value of Tests</subject><subject>Registries</subject><subject>Retrospective Studies</subject><subject>Risk Assessment</subject><subject>Severity of Illness Index</subject><subject>Surgery</subject><subject>Survival Rate</subject><subject>Time Factors</subject><subject>United Kingdom</subject><issn>0003-4975</issn><issn>1552-6259</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkU2P0zAQhi0EYkvhLyAfuSTMOEmzuSCV8lWxEoguZ8uxJ6xDGhfbqci_x1EXkDhxGs3MO1_PMMYRcgTcvOxzFe-cVzpMPheARQ51Dg08YCusKpFtRNU8ZCsAKLKyqasr9iSEPrkipR-zK1EiNs11tWKn_fGkdOSu45_JW3cir6I9E9_qKRL_aM1IM9-P_eRnrgJX_EDnJIxL0NBP3jnPb--sj3P2Rs38CylztCFYN_JtF8nznfLGKs0Pk_9Gfn7KHnVqCPTs3q7Z13dvb3cfsptP7_e77U2my7qJGSmBVCqzaUFpgro1WkBNphW6gw5SArDVbSkIq05D0VYalcaqQcJi02GxZi8ufU_e_ZgoRJnW0jQMaiQ3BYllAzU2ZUK0ZtcXqfYuBE-dPHl7VH6WCHLhLXv5l7dceEuoZeKdSp_fT5naI5k_hb8BJ8Hri4DSrWdLXgZtadRkrCcdpXH2f6a8-qeJHuxotRq-00yhd5MfE0uJMggJ8rD8fXk7FoA1FHXxC7PvrXo</recordid><startdate>2014</startdate><enddate>2014</enddate><creator>Brown, Jeremiah R., PhD, MS</creator><creator>Parikh, Chirag R., MD, PhD</creator><creator>Ross, Cathy S., MS</creator><creator>Kramer, Robert S., MD</creator><creator>Magnus, Patrick C., MBBS, MPH</creator><creator>Chaisson, Kristine, CCRN, MS</creator><creator>Boss, Richard A., MD</creator><creator>Helm, Robert E., MD</creator><creator>Horton, Susan R., DNP, FNP</creator><creator>Hofmaster, Patricia, PhD</creator><creator>Desaulniers, Helen, RN</creator><creator>Blajda, Pamela</creator><creator>Westbrook, Benjamin M., MD</creator><creator>Duquette, Dennis, BA, ADN</creator><creator>LeBlond, Kelly, RN</creator><creator>Quinn, Reed D., MD</creator><creator>Jones, Cheryl, RN</creator><creator>DiScipio, Anthony W., MD</creator><creator>Malenka, David J., MD</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>2014</creationdate><title>Impact of Perioperative Acute Kidney Injury as a Severity Index for Thirty-Day Readmission After Cardiac Surgery</title><author>Brown, Jeremiah R., PhD, MS ; Parikh, Chirag R., MD, PhD ; Ross, Cathy S., MS ; Kramer, Robert S., MD ; Magnus, Patrick C., MBBS, MPH ; Chaisson, Kristine, CCRN, MS ; Boss, Richard A., MD ; Helm, Robert E., MD ; Horton, Susan R., DNP, FNP ; Hofmaster, Patricia, PhD ; Desaulniers, Helen, RN ; Blajda, Pamela ; Westbrook, Benjamin M., MD ; Duquette, Dennis, BA, ADN ; LeBlond, Kelly, RN ; Quinn, Reed D., MD ; Jones, Cheryl, RN ; DiScipio, Anthony W., MD ; Malenka, David J., MD</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c479t-ea21e4ad6b0ace07bdc207edb2cf0f0ad601bcb42e15fc03b5c1ac1591e136f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Acute Kidney Injury - diagnosis</topic><topic>Acute Kidney Injury - etiology</topic><topic>Acute Kidney Injury - mortality</topic><topic>Acute Kidney Injury - therapy</topic><topic>Aged</topic><topic>Cardiac Surgical Procedures - adverse effects</topic><topic>Cardiac Surgical Procedures - methods</topic><topic>Cardiac Surgical Procedures - mortality</topic><topic>Cardiothoracic Surgery</topic><topic>Confidence Intervals</topic><topic>Coronary Artery Bypass - adverse effects</topic><topic>Coronary Artery Bypass - methods</topic><topic>Coronary Artery Bypass - mortality</topic><topic>Female</topic><topic>Heart Valve Prosthesis Implantation - adverse effects</topic><topic>Heart Valve Prosthesis Implantation - methods</topic><topic>Heart Valve Prosthesis Implantation - mortality</topic><topic>Hospital Mortality</topic><topic>Humans</topic><topic>Logistic Models</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Odds Ratio</topic><topic>Patient Readmission - statistics & numerical data</topic><topic>Perioperative Care</topic><topic>Postoperative Complications - diagnosis</topic><topic>Postoperative Complications - mortality</topic><topic>Postoperative Complications - therapy</topic><topic>Predictive Value of Tests</topic><topic>Registries</topic><topic>Retrospective Studies</topic><topic>Risk Assessment</topic><topic>Severity of Illness Index</topic><topic>Surgery</topic><topic>Survival Rate</topic><topic>Time Factors</topic><topic>United Kingdom</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Brown, Jeremiah R., PhD, MS</creatorcontrib><creatorcontrib>Parikh, Chirag R., MD, PhD</creatorcontrib><creatorcontrib>Ross, Cathy S., MS</creatorcontrib><creatorcontrib>Kramer, Robert S., MD</creatorcontrib><creatorcontrib>Magnus, Patrick C., MBBS, MPH</creatorcontrib><creatorcontrib>Chaisson, Kristine, CCRN, MS</creatorcontrib><creatorcontrib>Boss, Richard A., MD</creatorcontrib><creatorcontrib>Helm, Robert E., MD</creatorcontrib><creatorcontrib>Horton, Susan R., DNP, FNP</creatorcontrib><creatorcontrib>Hofmaster, Patricia, PhD</creatorcontrib><creatorcontrib>Desaulniers, Helen, RN</creatorcontrib><creatorcontrib>Blajda, Pamela</creatorcontrib><creatorcontrib>Westbrook, Benjamin M., MD</creatorcontrib><creatorcontrib>Duquette, Dennis, BA, ADN</creatorcontrib><creatorcontrib>LeBlond, Kelly, RN</creatorcontrib><creatorcontrib>Quinn, Reed D., MD</creatorcontrib><creatorcontrib>Jones, Cheryl, RN</creatorcontrib><creatorcontrib>DiScipio, Anthony W., MD</creatorcontrib><creatorcontrib>Malenka, David J., MD</creatorcontrib><creatorcontrib>Northern New England Cardiovascular Disease Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Annals of thoracic surgery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Brown, Jeremiah R., PhD, MS</au><au>Parikh, Chirag R., MD, PhD</au><au>Ross, Cathy S., MS</au><au>Kramer, Robert S., MD</au><au>Magnus, Patrick C., MBBS, MPH</au><au>Chaisson, Kristine, CCRN, MS</au><au>Boss, Richard A., MD</au><au>Helm, Robert E., MD</au><au>Horton, Susan R., DNP, FNP</au><au>Hofmaster, Patricia, PhD</au><au>Desaulniers, Helen, RN</au><au>Blajda, Pamela</au><au>Westbrook, Benjamin M., MD</au><au>Duquette, Dennis, BA, ADN</au><au>LeBlond, Kelly, RN</au><au>Quinn, Reed D., MD</au><au>Jones, Cheryl, RN</au><au>DiScipio, Anthony W., MD</au><au>Malenka, David J., MD</au><aucorp>Northern New England Cardiovascular Disease Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Impact of Perioperative Acute Kidney Injury as a Severity Index for Thirty-Day Readmission After Cardiac Surgery</atitle><jtitle>The Annals of thoracic surgery</jtitle><addtitle>Ann Thorac Surg</addtitle><date>2014</date><risdate>2014</risdate><volume>97</volume><issue>1</issue><spage>111</spage><epage>117</epage><pages>111-117</pages><issn>0003-4975</issn><eissn>1552-6259</eissn><abstract>Background Of patients undergoing cardiac surgery in the United States, 15% to 20% are re-hospitalized within 30 days. Current models to predict readmission have not evaluated the association between severity of postoperative acute kidney injury (AKI) and 30-day readmissions. Methods We collected data from 2,209 consecutive patients who underwent either coronary artery bypass or valve surgery at 7 member hospitals of the Northern New England Cardiovascular Disease Study Group Cardiac Surgery Registry between July 2008 and December 2010. Administrative data at each hospital were searched to identify all patients readmitted to the index hospital within 30 days of discharge. We defined AKI stages by the AKI Network definition of 0.3 or 50% increase (stage 1), twofold increase (stage 2), and a threefold or 0.5 increase if the baseline serum creatinine was at least 4.0 (mg/dL) or new dialysis (stage 3). We evaluate the association between stages of AKI and 30-day readmission using multivariate logistic regression. Results There were 260 patients readmitted within 30 days (12.1%). The median time to readmission was 9 (interquartile range, 4 to 16) days. Patients not developing AKI after cardiac surgery had a 30-day readmission rate of 9.3% compared with patients developing AKI stage 1 (16.1%), AKI stage 2 (21.8%), and AKI stage 3 (28.6%, p < 0.001). Adjusted odds ratios for AKI stage 1 (1.81; 1.35, 2.44), stage 2 (2.39; 1.38, 4.14), and stage 3 (3.47; 1.85 to 6.50). Models to predict readmission were significantly improved with the addition of AKI stage (c-statistic 0.65, p = 0.001) and net reclassification rate of 14.6% (95% confidence interval: 5.05% to 24.14%, p = 0.003). Conclusions In addition to more traditional patient characteristics, the severity of postoperative AKI should be used when assessing a patient's risk for readmission.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>24119985</pmid><doi>10.1016/j.athoracsur.2013.07.090</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acute Kidney Injury - diagnosis Acute Kidney Injury - etiology Acute Kidney Injury - mortality Acute Kidney Injury - therapy Aged Cardiac Surgical Procedures - adverse effects Cardiac Surgical Procedures - methods Cardiac Surgical Procedures - mortality Cardiothoracic Surgery Confidence Intervals Coronary Artery Bypass - adverse effects Coronary Artery Bypass - methods Coronary Artery Bypass - mortality Female Heart Valve Prosthesis Implantation - adverse effects Heart Valve Prosthesis Implantation - methods Heart Valve Prosthesis Implantation - mortality Hospital Mortality Humans Logistic Models Male Middle Aged Odds Ratio Patient Readmission - statistics & numerical data Perioperative Care Postoperative Complications - diagnosis Postoperative Complications - mortality Postoperative Complications - therapy Predictive Value of Tests Registries Retrospective Studies Risk Assessment Severity of Illness Index Surgery Survival Rate Time Factors United Kingdom |
title | Impact of Perioperative Acute Kidney Injury as a Severity Index for Thirty-Day Readmission After Cardiac Surgery |
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