Loading…

Prognostic Index for Critically Ill Allogeneic Transplantation Patients

•Prognosis of transplantation patients admitted to the intensive care unit is poor•The prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT) incorporates patient-, disease-, and transplantation-related factors•PICAT has good calibration and accuracy in...

Full description

Saved in:
Bibliographic Details
Published in:Biology of blood and marrow transplantation 2017-06, Vol.23 (6), p.991-996
Main Authors: Bayraktar, Ulas D., Milton, Denái R., Shpall, Elizabeth J., Rondon, Gabriela, Price, Kristen J., Champlin, Richard E., Nates, Joseph L.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083
cites cdi_FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083
container_end_page 996
container_issue 6
container_start_page 991
container_title Biology of blood and marrow transplantation
container_volume 23
creator Bayraktar, Ulas D.
Milton, Denái R.
Shpall, Elizabeth J.
Rondon, Gabriela
Price, Kristen J.
Champlin, Richard E.
Nates, Joseph L.
description •Prognosis of transplantation patients admitted to the intensive care unit is poor•The prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT) incorporates patient-, disease-, and transplantation-related factors•PICAT has good calibration and accuracy in predicting mortality in intensive care unit•PICAT is better than the Acute Physiology and Chronic Health Evaluation and Sequential Organ Failure Assessment in predicting mortality Outcomes of intensive care for allogeneic hematopoietic stem cell transplantation (Allo-SCT) patients remain poor. Better selection of critically ill Allo-SCT patients for intensive care may alleviate costs to the patients, families, and the health care system. We aimed to develop a prognostic index tailored for critically ill Allo-SCT patients as traditional instruments are of limited value in this setting. Six hundred fifty-six Allo-SCT patients admitted to intensive care unit (ICU) at MD Anderson Cancer Center between 2001 and 2010 were divided into training and test sets. Of the 3 multivariable regression models built to predict hospital mortality in the training set, the model with the largest area under receiver operating curve (AUC) in the test set was selected as the prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT). The parameters included in the regression model with the highest AUC (.81) were time to ICU from hospital admission, lactate dehydrogenase, bilirubin, albumin, reason for ICU admission, prothrombin time-international normalized ratio, conditioning intensity, age, and comorbidity score. AUC for hospital mortality of PICAT (.80) was significantly larger than that of Acute Physiology and Chronic Health Evaluation (APACHE) (.61) and Sequential Organ Failure Assessment (SOFA) (.72) in all patients. Hospital mortality and median overall survival of patients with PICAT scores of 0 to 2 (n = 141), >2 to 4 (n = 242), and >4 (n = 182) were 34%, 69%, and 91%; and 7.59, .67, and .30 months, respectively. PICAT has good calibration and accuracy in predicting mortality for Allo-SCT patients requiring intensive care. Its AUC was significantly higher than APACHE II and SOFA scores and is also associated with overall survival.
doi_str_mv 10.1016/j.bbmt.2017.03.003
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1875141451</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1083879117303117</els_id><sourcerecordid>1875141451</sourcerecordid><originalsourceid>FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083</originalsourceid><addsrcrecordid>eNp9kE1LxDAQhoMorl9_wIP06KV18tGkBS-y6Log6EHPIWmn0iVt1qQr-u_NsqtHTzMMz7zMPIRcUigoUHmzKqwdpoIBVQXwAoAfkBNaMp7LksvD1EPF80rVdEZOY1wBgBJVfUxmrGKS17Q-IYuX4N9HH6e-yZZji19Z50M2D30aGOe-s6Vz2Z1z_h1HTMxrMGNcOzNOZur9mL2kguMUz8lRZ1zEi309I28P96_zx_zpebGc3z3ljQCYcislSmPbuhSVsh0wECDSSLasMxQ7JWprBKUlL1UHyhpaK4ml4aJj0qZ3zsj1Lncd_McG46SHPjbo0kXoN1HTSpVUUFHShLId2gQfY8BOr0M_mPCtKeitQL3SW4F6K1AD10lgWrra52_sgO3fyq-xBNzuAExffvYYdGySgQbbPmAz6db3_-X_ADAmgTM</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1875141451</pqid></control><display><type>article</type><title>Prognostic Index for Critically Ill Allogeneic Transplantation Patients</title><source>ScienceDirect Freedom Collection</source><creator>Bayraktar, Ulas D. ; Milton, Denái R. ; Shpall, Elizabeth J. ; Rondon, Gabriela ; Price, Kristen J. ; Champlin, Richard E. ; Nates, Joseph L.</creator><creatorcontrib>Bayraktar, Ulas D. ; Milton, Denái R. ; Shpall, Elizabeth J. ; Rondon, Gabriela ; Price, Kristen J. ; Champlin, Richard E. ; Nates, Joseph L.</creatorcontrib><description>•Prognosis of transplantation patients admitted to the intensive care unit is poor•The prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT) incorporates patient-, disease-, and transplantation-related factors•PICAT has good calibration and accuracy in predicting mortality in intensive care unit•PICAT is better than the Acute Physiology and Chronic Health Evaluation and Sequential Organ Failure Assessment in predicting mortality Outcomes of intensive care for allogeneic hematopoietic stem cell transplantation (Allo-SCT) patients remain poor. Better selection of critically ill Allo-SCT patients for intensive care may alleviate costs to the patients, families, and the health care system. We aimed to develop a prognostic index tailored for critically ill Allo-SCT patients as traditional instruments are of limited value in this setting. Six hundred fifty-six Allo-SCT patients admitted to intensive care unit (ICU) at MD Anderson Cancer Center between 2001 and 2010 were divided into training and test sets. Of the 3 multivariable regression models built to predict hospital mortality in the training set, the model with the largest area under receiver operating curve (AUC) in the test set was selected as the prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT). The parameters included in the regression model with the highest AUC (.81) were time to ICU from hospital admission, lactate dehydrogenase, bilirubin, albumin, reason for ICU admission, prothrombin time-international normalized ratio, conditioning intensity, age, and comorbidity score. AUC for hospital mortality of PICAT (.80) was significantly larger than that of Acute Physiology and Chronic Health Evaluation (APACHE) (.61) and Sequential Organ Failure Assessment (SOFA) (.72) in all patients. Hospital mortality and median overall survival of patients with PICAT scores of 0 to 2 (n = 141), &gt;2 to 4 (n = 242), and &gt;4 (n = 182) were 34%, 69%, and 91%; and 7.59, .67, and .30 months, respectively. PICAT has good calibration and accuracy in predicting mortality for Allo-SCT patients requiring intensive care. Its AUC was significantly higher than APACHE II and SOFA scores and is also associated with overall survival.</description><identifier>ISSN: 1083-8791</identifier><identifier>EISSN: 1523-6536</identifier><identifier>DOI: 10.1016/j.bbmt.2017.03.003</identifier><identifier>PMID: 28263919</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Allogeneic transplantation ; Area Under Curve ; Critical Care ; Critical Illness - therapy ; Hematopoietic Stem Cell Transplantation - methods ; Hematopoietic Stem Cell Transplantation - mortality ; Hospital Mortality ; Humans ; Intensive care ; Leukemia ; Middle Aged ; Prognosis ; Prognostic score ; Severity of Illness Index ; Survival Analysis ; Transplantation, Homologous - methods ; Transplantation, Homologous - mortality ; Young Adult</subject><ispartof>Biology of blood and marrow transplantation, 2017-06, Vol.23 (6), p.991-996</ispartof><rights>2017 The American Society for Blood and Marrow Transplantation</rights><rights>Copyright © 2017 The American Society for Blood and Marrow Transplantation. Published by Elsevier Inc. All rights reserved.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083</citedby><cites>FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083</cites><orcidid>0000-0001-8966-9525</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27922,27923</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28263919$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bayraktar, Ulas D.</creatorcontrib><creatorcontrib>Milton, Denái R.</creatorcontrib><creatorcontrib>Shpall, Elizabeth J.</creatorcontrib><creatorcontrib>Rondon, Gabriela</creatorcontrib><creatorcontrib>Price, Kristen J.</creatorcontrib><creatorcontrib>Champlin, Richard E.</creatorcontrib><creatorcontrib>Nates, Joseph L.</creatorcontrib><title>Prognostic Index for Critically Ill Allogeneic Transplantation Patients</title><title>Biology of blood and marrow transplantation</title><addtitle>Biol Blood Marrow Transplant</addtitle><description>•Prognosis of transplantation patients admitted to the intensive care unit is poor•The prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT) incorporates patient-, disease-, and transplantation-related factors•PICAT has good calibration and accuracy in predicting mortality in intensive care unit•PICAT is better than the Acute Physiology and Chronic Health Evaluation and Sequential Organ Failure Assessment in predicting mortality Outcomes of intensive care for allogeneic hematopoietic stem cell transplantation (Allo-SCT) patients remain poor. Better selection of critically ill Allo-SCT patients for intensive care may alleviate costs to the patients, families, and the health care system. We aimed to develop a prognostic index tailored for critically ill Allo-SCT patients as traditional instruments are of limited value in this setting. Six hundred fifty-six Allo-SCT patients admitted to intensive care unit (ICU) at MD Anderson Cancer Center between 2001 and 2010 were divided into training and test sets. Of the 3 multivariable regression models built to predict hospital mortality in the training set, the model with the largest area under receiver operating curve (AUC) in the test set was selected as the prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT). The parameters included in the regression model with the highest AUC (.81) were time to ICU from hospital admission, lactate dehydrogenase, bilirubin, albumin, reason for ICU admission, prothrombin time-international normalized ratio, conditioning intensity, age, and comorbidity score. AUC for hospital mortality of PICAT (.80) was significantly larger than that of Acute Physiology and Chronic Health Evaluation (APACHE) (.61) and Sequential Organ Failure Assessment (SOFA) (.72) in all patients. Hospital mortality and median overall survival of patients with PICAT scores of 0 to 2 (n = 141), &gt;2 to 4 (n = 242), and &gt;4 (n = 182) were 34%, 69%, and 91%; and 7.59, .67, and .30 months, respectively. PICAT has good calibration and accuracy in predicting mortality for Allo-SCT patients requiring intensive care. Its AUC was significantly higher than APACHE II and SOFA scores and is also associated with overall survival.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Allogeneic transplantation</subject><subject>Area Under Curve</subject><subject>Critical Care</subject><subject>Critical Illness - therapy</subject><subject>Hematopoietic Stem Cell Transplantation - methods</subject><subject>Hematopoietic Stem Cell Transplantation - mortality</subject><subject>Hospital Mortality</subject><subject>Humans</subject><subject>Intensive care</subject><subject>Leukemia</subject><subject>Middle Aged</subject><subject>Prognosis</subject><subject>Prognostic score</subject><subject>Severity of Illness Index</subject><subject>Survival Analysis</subject><subject>Transplantation, Homologous - methods</subject><subject>Transplantation, Homologous - mortality</subject><subject>Young Adult</subject><issn>1083-8791</issn><issn>1523-6536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp9kE1LxDAQhoMorl9_wIP06KV18tGkBS-y6Log6EHPIWmn0iVt1qQr-u_NsqtHTzMMz7zMPIRcUigoUHmzKqwdpoIBVQXwAoAfkBNaMp7LksvD1EPF80rVdEZOY1wBgBJVfUxmrGKS17Q-IYuX4N9HH6e-yZZji19Z50M2D30aGOe-s6Vz2Z1z_h1HTMxrMGNcOzNOZur9mL2kguMUz8lRZ1zEi309I28P96_zx_zpebGc3z3ljQCYcislSmPbuhSVsh0wECDSSLasMxQ7JWprBKUlL1UHyhpaK4ml4aJj0qZ3zsj1Lncd_McG46SHPjbo0kXoN1HTSpVUUFHShLId2gQfY8BOr0M_mPCtKeitQL3SW4F6K1AD10lgWrra52_sgO3fyq-xBNzuAExffvYYdGySgQbbPmAz6db3_-X_ADAmgTM</recordid><startdate>201706</startdate><enddate>201706</enddate><creator>Bayraktar, Ulas D.</creator><creator>Milton, Denái R.</creator><creator>Shpall, Elizabeth J.</creator><creator>Rondon, Gabriela</creator><creator>Price, Kristen J.</creator><creator>Champlin, Richard E.</creator><creator>Nates, Joseph L.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><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><orcidid>https://orcid.org/0000-0001-8966-9525</orcidid></search><sort><creationdate>201706</creationdate><title>Prognostic Index for Critically Ill Allogeneic Transplantation Patients</title><author>Bayraktar, Ulas D. ; Milton, Denái R. ; Shpall, Elizabeth J. ; Rondon, Gabriela ; Price, Kristen J. ; Champlin, Richard E. ; Nates, Joseph L.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Allogeneic transplantation</topic><topic>Area Under Curve</topic><topic>Critical Care</topic><topic>Critical Illness - therapy</topic><topic>Hematopoietic Stem Cell Transplantation - methods</topic><topic>Hematopoietic Stem Cell Transplantation - mortality</topic><topic>Hospital Mortality</topic><topic>Humans</topic><topic>Intensive care</topic><topic>Leukemia</topic><topic>Middle Aged</topic><topic>Prognosis</topic><topic>Prognostic score</topic><topic>Severity of Illness Index</topic><topic>Survival Analysis</topic><topic>Transplantation, Homologous - methods</topic><topic>Transplantation, Homologous - mortality</topic><topic>Young Adult</topic><toplevel>online_resources</toplevel><creatorcontrib>Bayraktar, Ulas D.</creatorcontrib><creatorcontrib>Milton, Denái R.</creatorcontrib><creatorcontrib>Shpall, Elizabeth J.</creatorcontrib><creatorcontrib>Rondon, Gabriela</creatorcontrib><creatorcontrib>Price, Kristen J.</creatorcontrib><creatorcontrib>Champlin, Richard E.</creatorcontrib><creatorcontrib>Nates, Joseph L.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><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>Biology of blood and marrow transplantation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bayraktar, Ulas D.</au><au>Milton, Denái R.</au><au>Shpall, Elizabeth J.</au><au>Rondon, Gabriela</au><au>Price, Kristen J.</au><au>Champlin, Richard E.</au><au>Nates, Joseph L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prognostic Index for Critically Ill Allogeneic Transplantation Patients</atitle><jtitle>Biology of blood and marrow transplantation</jtitle><addtitle>Biol Blood Marrow Transplant</addtitle><date>2017-06</date><risdate>2017</risdate><volume>23</volume><issue>6</issue><spage>991</spage><epage>996</epage><pages>991-996</pages><issn>1083-8791</issn><eissn>1523-6536</eissn><abstract>•Prognosis of transplantation patients admitted to the intensive care unit is poor•The prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT) incorporates patient-, disease-, and transplantation-related factors•PICAT has good calibration and accuracy in predicting mortality in intensive care unit•PICAT is better than the Acute Physiology and Chronic Health Evaluation and Sequential Organ Failure Assessment in predicting mortality Outcomes of intensive care for allogeneic hematopoietic stem cell transplantation (Allo-SCT) patients remain poor. Better selection of critically ill Allo-SCT patients for intensive care may alleviate costs to the patients, families, and the health care system. We aimed to develop a prognostic index tailored for critically ill Allo-SCT patients as traditional instruments are of limited value in this setting. Six hundred fifty-six Allo-SCT patients admitted to intensive care unit (ICU) at MD Anderson Cancer Center between 2001 and 2010 were divided into training and test sets. Of the 3 multivariable regression models built to predict hospital mortality in the training set, the model with the largest area under receiver operating curve (AUC) in the test set was selected as the prognostic index for intensive care after allogeneic hematopoietic stem cell transplantation (PICAT). The parameters included in the regression model with the highest AUC (.81) were time to ICU from hospital admission, lactate dehydrogenase, bilirubin, albumin, reason for ICU admission, prothrombin time-international normalized ratio, conditioning intensity, age, and comorbidity score. AUC for hospital mortality of PICAT (.80) was significantly larger than that of Acute Physiology and Chronic Health Evaluation (APACHE) (.61) and Sequential Organ Failure Assessment (SOFA) (.72) in all patients. Hospital mortality and median overall survival of patients with PICAT scores of 0 to 2 (n = 141), &gt;2 to 4 (n = 242), and &gt;4 (n = 182) were 34%, 69%, and 91%; and 7.59, .67, and .30 months, respectively. PICAT has good calibration and accuracy in predicting mortality for Allo-SCT patients requiring intensive care. Its AUC was significantly higher than APACHE II and SOFA scores and is also associated with overall survival.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>28263919</pmid><doi>10.1016/j.bbmt.2017.03.003</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0001-8966-9525</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1083-8791
ispartof Biology of blood and marrow transplantation, 2017-06, Vol.23 (6), p.991-996
issn 1083-8791
1523-6536
language eng
recordid cdi_proquest_miscellaneous_1875141451
source ScienceDirect Freedom Collection
subjects Adult
Aged
Aged, 80 and over
Allogeneic transplantation
Area Under Curve
Critical Care
Critical Illness - therapy
Hematopoietic Stem Cell Transplantation - methods
Hematopoietic Stem Cell Transplantation - mortality
Hospital Mortality
Humans
Intensive care
Leukemia
Middle Aged
Prognosis
Prognostic score
Severity of Illness Index
Survival Analysis
Transplantation, Homologous - methods
Transplantation, Homologous - mortality
Young Adult
title Prognostic Index for Critically Ill Allogeneic Transplantation Patients
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T12%3A55%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Prognostic%20Index%20for%20Critically%20Ill%20Allogeneic%20Transplantation%20Patients&rft.jtitle=Biology%20of%20blood%20and%20marrow%20transplantation&rft.au=Bayraktar,%20Ulas%20D.&rft.date=2017-06&rft.volume=23&rft.issue=6&rft.spage=991&rft.epage=996&rft.pages=991-996&rft.issn=1083-8791&rft.eissn=1523-6536&rft_id=info:doi/10.1016/j.bbmt.2017.03.003&rft_dat=%3Cproquest_cross%3E1875141451%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c400t-b66e6abd95487bf0204046e66d2fa1ef749ba4115357f07ba1976e5a34f26b083%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1875141451&rft_id=info:pmid/28263919&rfr_iscdi=true