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
Hauptverfasser: Holder, Andre L., Overton, Elizabeth, Lyu, Peter, Kempker, Jordan A., Nemati, Shamim, Razmi, Fereshteh, Martin, Greg S., Buchman, Timothy G., Murphy, David J.
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container_end_page 2022
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
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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 &lt; 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 &amp; numerical data ; Female ; Hospital Mortality ; Hospitals, University ; Humans ; Intensive Care Units - statistics &amp; 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 &lt; 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 &amp; numerical data</subject><subject>Female</subject><subject>Hospital Mortality</subject><subject>Hospitals, University</subject><subject>Humans</subject><subject>Intensive Care Units - statistics &amp; 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 &amp; numerical data</topic><topic>Female</topic><topic>Hospital Mortality</topic><topic>Hospitals, University</topic><topic>Humans</topic><topic>Intensive Care Units - statistics &amp; 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 &lt; 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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