Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction
OBJECTIVES:To identify circumstances in which repeated measures of organ failure would improve mortality prediction in ICU patients. DESIGN:Retrospective cohort study, with external validation in a deidentified ICU database. SETTING:Eleven ICUs in three university hospitals within an academic health...
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Veröffentlicht in: | Critical care medicine 2017-12, Vol.45 (12), p.2014-2022 |
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container_end_page | 2022 |
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container_issue | 12 |
container_start_page | 2014 |
container_title | Critical care medicine |
container_volume | 45 |
creator | Holder, Andre L. Overton, Elizabeth Lyu, Peter Kempker, Jordan A. Nemati, Shamim Razmi, Fereshteh Martin, Greg S. Buchman, Timothy G. Murphy, David J. |
description | OBJECTIVES:To identify circumstances in which repeated measures of organ failure would improve mortality prediction in ICU patients.
DESIGN:Retrospective cohort study, with external validation in a deidentified ICU database.
SETTING:Eleven ICUs in three university hospitals within an academic healthcare system in 2014.
PATIENTS:Adults (18 yr old or older) who satisfied the following criteria1) two of four systemic inflammatory response syndrome criteria plus an ordered blood culture, all within 24 hours of hospital admission; and 2) ICU admission for at least 2 calendar days, within 72 hours of emergency department presentation.
INTERVENTION:None
MEASUREMENTS AND MAIN RESULTS:Data were collected until death, ICU discharge, or the seventh ICU day, whichever came first. The highest Sequential Organ Failure Assessment score from the ICU admission day (ICU day 1) was included in a multivariable model controlling for other covariates. The worst Sequential Organ Failure Assessment scores from the first 7 days after ICU admission were incrementally added and retained if they obtained statistical significance (p < 0.05). The cohort was divided into seven subcohorts to facilitate statistical comparison using the integrated discriminatory index. Of the 1,290 derivation cohort patients, 83 patients (6.4%) died in the ICU, compared with 949 of the 8,441 patients (11.2%) in the validation cohort. Incremental addition of Sequential Organ Failure Assessment data up to ICU day 5 improved the integrated discriminatory index in the validation cohort. Adding ICU day 6 or 7 Sequential Organ Failure Assessment data did not further improve model performance.
CONCLUSIONS:Serial organ failure data improve prediction of ICU mortality, but a point exists after which further data no longer improve ICU mortality prediction of early sepsis. |
doi_str_mv | 10.1097/CCM.0000000000002708 |
format | Article |
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DESIGN:Retrospective cohort study, with external validation in a deidentified ICU database.
SETTING:Eleven ICUs in three university hospitals within an academic healthcare system in 2014.
PATIENTS:Adults (18 yr old or older) who satisfied the following criteria1) two of four systemic inflammatory response syndrome criteria plus an ordered blood culture, all within 24 hours of hospital admission; and 2) ICU admission for at least 2 calendar days, within 72 hours of emergency department presentation.
INTERVENTION:None
MEASUREMENTS AND MAIN RESULTS:Data were collected until death, ICU discharge, or the seventh ICU day, whichever came first. The highest Sequential Organ Failure Assessment score from the ICU admission day (ICU day 1) was included in a multivariable model controlling for other covariates. The worst Sequential Organ Failure Assessment scores from the first 7 days after ICU admission were incrementally added and retained if they obtained statistical significance (p < 0.05). The cohort was divided into seven subcohorts to facilitate statistical comparison using the integrated discriminatory index. Of the 1,290 derivation cohort patients, 83 patients (6.4%) died in the ICU, compared with 949 of the 8,441 patients (11.2%) in the validation cohort. Incremental addition of Sequential Organ Failure Assessment data up to ICU day 5 improved the integrated discriminatory index in the validation cohort. Adding ICU day 6 or 7 Sequential Organ Failure Assessment data did not further improve model performance.
CONCLUSIONS:Serial organ failure data improve prediction of ICU mortality, but a point exists after which further data no longer improve ICU mortality prediction of early sepsis.</description><identifier>ISSN: 0090-3493</identifier><identifier>EISSN: 1530-0293</identifier><identifier>DOI: 10.1097/CCM.0000000000002708</identifier><identifier>PMID: 28906286</identifier><language>eng</language><publisher>United States: by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc</publisher><subject>Age Factors ; Aged ; Aged, 80 and over ; Continental Population Groups ; Emergency Service, Hospital - statistics & numerical data ; Female ; Hospital Mortality ; Hospitals, University ; Humans ; Intensive Care Units - statistics & numerical data ; Length of Stay ; Male ; Middle Aged ; Multiple Organ Failure - mortality ; Organ Dysfunction Scores ; Prognosis ; Retrospective Studies ; Risk Factors ; Systemic Inflammatory Response Syndrome - mortality ; Time Factors</subject><ispartof>Critical care medicine, 2017-12, Vol.45 (12), p.2014-2022</ispartof><rights>by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.</rights><rights>Copyright © by 2017 by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5028-bafa20ec19eeb0c094c5533bc1eaf17ca35ff0237eac301b61585a4a807c35fe3</citedby><cites>FETCH-LOGICAL-c5028-bafa20ec19eeb0c094c5533bc1eaf17ca35ff0237eac301b61585a4a807c35fe3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28906286$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Holder, Andre L.</creatorcontrib><creatorcontrib>Overton, Elizabeth</creatorcontrib><creatorcontrib>Lyu, Peter</creatorcontrib><creatorcontrib>Kempker, Jordan A.</creatorcontrib><creatorcontrib>Nemati, Shamim</creatorcontrib><creatorcontrib>Razmi, Fereshteh</creatorcontrib><creatorcontrib>Martin, Greg S.</creatorcontrib><creatorcontrib>Buchman, Timothy G.</creatorcontrib><creatorcontrib>Murphy, David J.</creatorcontrib><title>Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction</title><title>Critical care medicine</title><addtitle>Crit Care Med</addtitle><description>OBJECTIVES:To identify circumstances in which repeated measures of organ failure would improve mortality prediction in ICU patients.
DESIGN:Retrospective cohort study, with external validation in a deidentified ICU database.
SETTING:Eleven ICUs in three university hospitals within an academic healthcare system in 2014.
PATIENTS:Adults (18 yr old or older) who satisfied the following criteria1) two of four systemic inflammatory response syndrome criteria plus an ordered blood culture, all within 24 hours of hospital admission; and 2) ICU admission for at least 2 calendar days, within 72 hours of emergency department presentation.
INTERVENTION:None
MEASUREMENTS AND MAIN RESULTS:Data were collected until death, ICU discharge, or the seventh ICU day, whichever came first. The highest Sequential Organ Failure Assessment score from the ICU admission day (ICU day 1) was included in a multivariable model controlling for other covariates. The worst Sequential Organ Failure Assessment scores from the first 7 days after ICU admission were incrementally added and retained if they obtained statistical significance (p < 0.05). The cohort was divided into seven subcohorts to facilitate statistical comparison using the integrated discriminatory index. Of the 1,290 derivation cohort patients, 83 patients (6.4%) died in the ICU, compared with 949 of the 8,441 patients (11.2%) in the validation cohort. Incremental addition of Sequential Organ Failure Assessment data up to ICU day 5 improved the integrated discriminatory index in the validation cohort. Adding ICU day 6 or 7 Sequential Organ Failure Assessment data did not further improve model performance.
CONCLUSIONS:Serial organ failure data improve prediction of ICU mortality, but a point exists after which further data no longer improve ICU mortality prediction of early sepsis.</description><subject>Age Factors</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Continental Population Groups</subject><subject>Emergency Service, Hospital - statistics & numerical data</subject><subject>Female</subject><subject>Hospital Mortality</subject><subject>Hospitals, University</subject><subject>Humans</subject><subject>Intensive Care Units - statistics & numerical data</subject><subject>Length of Stay</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Multiple Organ Failure - mortality</subject><subject>Organ Dysfunction Scores</subject><subject>Prognosis</subject><subject>Retrospective Studies</subject><subject>Risk Factors</subject><subject>Systemic Inflammatory Response Syndrome - mortality</subject><subject>Time Factors</subject><issn>0090-3493</issn><issn>1530-0293</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUc9v0zAUthATK4X_ACEfuWQ8x3EcX5BKyqDSYAjY2XKcl9UsjTs7Yar453HXMQ0O4MOzn78ffvJHyAsGJwyUfF3XH0_gwcolVI_IjAkOGeSKPyYzAAUZLxQ_Jk9j_A7ACiH5E3KcVwrKvCpn5OdXDM70dGlcv6Pn4dIM9DSdp4B0ESPGuMFhpG9x54eWruqLxNxRQZceI_3kR7oaWtxiKsOYDBZtSz8HtC46P9DR3yq-uHiV-S5bohnXe7h1dkz4M3LUmT7i87t9Ti5O332rP2Rn5-9X9eIsswLyKmtMZ3JAyxRiAxZUYYXgvLEMTcekNVx0HeRcorEcWFMyUQlTmAqkTRDyOXlz8N1OzQZbm0YNptfb4DYm7LQ3Tv-JDG6tL_0PLUrFpSyTwas7g-CvJ4yj3rhose_NgH6KmileVYVS6e_npDhQbfAxBuzun2Gg97nplJv-O7cke_lwxHvR76ASoToQbnw_YohX_XSDQa_R9OP6f97FP6R7Gs-LMsuBSZanLttfSf4Lh6u02g</recordid><startdate>20171201</startdate><enddate>20171201</enddate><creator>Holder, Andre L.</creator><creator>Overton, Elizabeth</creator><creator>Lyu, Peter</creator><creator>Kempker, Jordan A.</creator><creator>Nemati, Shamim</creator><creator>Razmi, Fereshteh</creator><creator>Martin, Greg S.</creator><creator>Buchman, Timothy G.</creator><creator>Murphy, David J.</creator><general>by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc</general><general>Copyright by by the Society of Critical Care Medicine and Wolters Kluwer Health, 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><scope>5PM</scope></search><sort><creationdate>20171201</creationdate><title>Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction</title><author>Holder, Andre L. ; Overton, Elizabeth ; Lyu, Peter ; Kempker, Jordan A. ; Nemati, Shamim ; Razmi, Fereshteh ; Martin, Greg S. ; Buchman, Timothy G. ; Murphy, David J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5028-bafa20ec19eeb0c094c5533bc1eaf17ca35ff0237eac301b61585a4a807c35fe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Age Factors</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Continental Population Groups</topic><topic>Emergency Service, Hospital - statistics & numerical data</topic><topic>Female</topic><topic>Hospital Mortality</topic><topic>Hospitals, University</topic><topic>Humans</topic><topic>Intensive Care Units - statistics & numerical data</topic><topic>Length of Stay</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Multiple Organ Failure - mortality</topic><topic>Organ Dysfunction Scores</topic><topic>Prognosis</topic><topic>Retrospective Studies</topic><topic>Risk Factors</topic><topic>Systemic Inflammatory Response Syndrome - mortality</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Holder, Andre L.</creatorcontrib><creatorcontrib>Overton, Elizabeth</creatorcontrib><creatorcontrib>Lyu, Peter</creatorcontrib><creatorcontrib>Kempker, Jordan A.</creatorcontrib><creatorcontrib>Nemati, Shamim</creatorcontrib><creatorcontrib>Razmi, Fereshteh</creatorcontrib><creatorcontrib>Martin, Greg S.</creatorcontrib><creatorcontrib>Buchman, Timothy G.</creatorcontrib><creatorcontrib>Murphy, David J.</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Critical care medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Holder, Andre L.</au><au>Overton, Elizabeth</au><au>Lyu, Peter</au><au>Kempker, Jordan A.</au><au>Nemati, Shamim</au><au>Razmi, Fereshteh</au><au>Martin, Greg S.</au><au>Buchman, Timothy G.</au><au>Murphy, David J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction</atitle><jtitle>Critical care medicine</jtitle><addtitle>Crit Care Med</addtitle><date>2017-12-01</date><risdate>2017</risdate><volume>45</volume><issue>12</issue><spage>2014</spage><epage>2022</epage><pages>2014-2022</pages><issn>0090-3493</issn><eissn>1530-0293</eissn><abstract>OBJECTIVES:To identify circumstances in which repeated measures of organ failure would improve mortality prediction in ICU patients.
DESIGN:Retrospective cohort study, with external validation in a deidentified ICU database.
SETTING:Eleven ICUs in three university hospitals within an academic healthcare system in 2014.
PATIENTS:Adults (18 yr old or older) who satisfied the following criteria1) two of four systemic inflammatory response syndrome criteria plus an ordered blood culture, all within 24 hours of hospital admission; and 2) ICU admission for at least 2 calendar days, within 72 hours of emergency department presentation.
INTERVENTION:None
MEASUREMENTS AND MAIN RESULTS:Data were collected until death, ICU discharge, or the seventh ICU day, whichever came first. The highest Sequential Organ Failure Assessment score from the ICU admission day (ICU day 1) was included in a multivariable model controlling for other covariates. The worst Sequential Organ Failure Assessment scores from the first 7 days after ICU admission were incrementally added and retained if they obtained statistical significance (p < 0.05). The cohort was divided into seven subcohorts to facilitate statistical comparison using the integrated discriminatory index. Of the 1,290 derivation cohort patients, 83 patients (6.4%) died in the ICU, compared with 949 of the 8,441 patients (11.2%) in the validation cohort. Incremental addition of Sequential Organ Failure Assessment data up to ICU day 5 improved the integrated discriminatory index in the validation cohort. Adding ICU day 6 or 7 Sequential Organ Failure Assessment data did not further improve model performance.
CONCLUSIONS:Serial organ failure data improve prediction of ICU mortality, but a point exists after which further data no longer improve ICU mortality prediction of early sepsis.</abstract><cop>United States</cop><pub>by the Society of Critical Care Medicine and Wolters Kluwer Health, Inc</pub><pmid>28906286</pmid><doi>10.1097/CCM.0000000000002708</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; Journals@Ovid Complete |
subjects | Age Factors Aged Aged, 80 and over Continental Population Groups Emergency Service, Hospital - statistics & numerical data Female Hospital Mortality Hospitals, University Humans Intensive Care Units - statistics & numerical data Length of Stay Male Middle Aged Multiple Organ Failure - mortality Organ Dysfunction Scores Prognosis Retrospective Studies Risk Factors Systemic Inflammatory Response Syndrome - mortality Time Factors |
title | Serial Daily Organ Failure Assessment Beyond ICU Day 5 Does Not Independently Add Precision to ICU Risk-of-Death Prediction |
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