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Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategie...
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Published in: | Critical care (London, England) England), 2020-02, Vol.24 (1), p.62-9, Article 62 |
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description | In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategies, nor do their analyses properly adjust for time-varying confounding by indication. In this study, we used causal inference techniques to estimate mortality outcomes that would result from imposing a range of arbitrary limits ("caps") on fluid volume administration during the first 24 h of intensive care unit (ICU) care.
Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008-2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L-12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by - 0.6 to - 1.0%, with the greatest reduction at 8 L (- 1.0% mortality, 95% CI [- 1.6%, - 0.3%]).
We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to "caps" on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L. |
doi_str_mv | 10.1186/s13054-020-2767-0 |
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Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008-2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L-12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by - 0.6 to - 1.0%, with the greatest reduction at 8 L (- 1.0% mortality, 95% CI [- 1.6%, - 0.3%]).
We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to "caps" on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L.</description><identifier>ISSN: 1364-8535</identifier><identifier>ISSN: 1466-609X</identifier><identifier>EISSN: 1466-609X</identifier><identifier>EISSN: 1364-8535</identifier><identifier>EISSN: 1366-609X</identifier><identifier>DOI: 10.1186/s13054-020-2767-0</identifier><identifier>PMID: 32087760</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Aged ; Aged, 80 and over ; Antibiotics ; Care and treatment ; Causal inference ; Cohort Studies ; Critical care ; Critical care medicine ; Emergency medicine ; Emergency Service, Hospital ; Estimates ; Fluid Therapy ; Fluids ; Hospital Mortality ; Hospital patients ; Humans ; Intensive care ; Intensive care medicine ; Intensive Care Units ; Intravenous fluids ; Length of Stay ; Medical centers ; Medical research ; Methods ; Middle Aged ; Mortality ; Patient outcomes ; Patients ; Respiration, Artificial ; Resuscitation ; Retrospective Studies ; Sepsis ; Sepsis - mortality ; Sepsis - therapy ; Time ; Time Factors ; Variables</subject><ispartof>Critical care (London, England), 2020-02, Vol.24 (1), p.62-9, Article 62</ispartof><rights>COPYRIGHT 2020 BioMed Central Ltd.</rights><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s). 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c560t-ce810d7e6433c3bce07ea7ebafec716c63ff407df6aeb48d45a42e3e34d233e63</citedby><cites>FETCH-LOGICAL-c560t-ce810d7e6433c3bce07ea7ebafec716c63ff407df6aeb48d45a42e3e34d233e63</cites><orcidid>0000-0003-1014-8837</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036175/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2378617000?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32087760$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shahn, Zach</creatorcontrib><creatorcontrib>Shapiro, Nathan I</creatorcontrib><creatorcontrib>Tyler, Patrick D</creatorcontrib><creatorcontrib>Talmor, Daniel</creatorcontrib><creatorcontrib>Lehman, Li-Wei H</creatorcontrib><title>Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis</title><title>Critical care (London, England)</title><addtitle>Crit Care</addtitle><description>In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategies, nor do their analyses properly adjust for time-varying confounding by indication. In this study, we used causal inference techniques to estimate mortality outcomes that would result from imposing a range of arbitrary limits ("caps") on fluid volume administration during the first 24 h of intensive care unit (ICU) care.
Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008-2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L-12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by - 0.6 to - 1.0%, with the greatest reduction at 8 L (- 1.0% mortality, 95% CI [- 1.6%, - 0.3%]).
We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to "caps" on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antibiotics</subject><subject>Care and treatment</subject><subject>Causal inference</subject><subject>Cohort Studies</subject><subject>Critical care</subject><subject>Critical care medicine</subject><subject>Emergency medicine</subject><subject>Emergency Service, Hospital</subject><subject>Estimates</subject><subject>Fluid Therapy</subject><subject>Fluids</subject><subject>Hospital Mortality</subject><subject>Hospital patients</subject><subject>Humans</subject><subject>Intensive care</subject><subject>Intensive care medicine</subject><subject>Intensive Care Units</subject><subject>Intravenous fluids</subject><subject>Length of Stay</subject><subject>Medical centers</subject><subject>Medical research</subject><subject>Methods</subject><subject>Middle Aged</subject><subject>Mortality</subject><subject>Patient outcomes</subject><subject>Patients</subject><subject>Respiration, Artificial</subject><subject>Resuscitation</subject><subject>Retrospective Studies</subject><subject>Sepsis</subject><subject>Sepsis - mortality</subject><subject>Sepsis - therapy</subject><subject>Time</subject><subject>Time Factors</subject><subject>Variables</subject><issn>1364-8535</issn><issn>1466-609X</issn><issn>1466-609X</issn><issn>1364-8535</issn><issn>1366-609X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptUk1v1DAQjRCIlsIP4IIiceGSMo6dccoBqVpRWKkSFypxsyb2ZOtVPhbbqdR_j5cthUXIB1sz773xzLyieC3gXIgW30choVEV1FDVGnUFT4pToRArhIvvT_NboqraRjYnxYsYtwBCtyifFyeyhlZrhNOCr4bFu2rwo09-2pQpMKWRp1TGFCjxxnMsaZxzKvIu-ljuKPmcj6WfynTL5Xp186GkMnAKc9yxTf6OS0tLpKGkiYb7THpZPOtpiPzq4T4rbq4-fVt9qa6_fl6vLq8r2yCkynIrwGlGJaWVnWXQTJo76tlqgRZl3yvQrkfiTrVONaRqliyVq6VklGfF-qDrZtqaXfAjhXszkze_AnPYGArJ24ENCNFA4xS7plbk6k52hD0ikIYG0GWtjwet3dKN7GzuOdBwJHqcmfyt2cx3RoNEoZss8O5BIMw_Fo7JjD5aHgaaeF6iqSVKUC2qiwx9-w90Oy8hD2-PyjsTGgD-oDaUG_BTP-e6di9qLlGgEiLvNKPO_4PKx_Ho7Txx73P8iCAOBJsXGAP3jz0KMHufmYPPTPaZ2fvM7L_y5u_hPDJ-G0v-BCZ3zl0</recordid><startdate>20200222</startdate><enddate>20200222</enddate><creator>Shahn, Zach</creator><creator>Shapiro, Nathan I</creator><creator>Tyler, Patrick D</creator><creator>Talmor, Daniel</creator><creator>Lehman, Li-Wei H</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-1014-8837</orcidid></search><sort><creationdate>20200222</creationdate><title>Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis</title><author>Shahn, Zach ; Shapiro, Nathan I ; Tyler, Patrick D ; Talmor, Daniel ; Lehman, Li-Wei H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c560t-ce810d7e6433c3bce07ea7ebafec716c63ff407df6aeb48d45a42e3e34d233e63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antibiotics</topic><topic>Care and treatment</topic><topic>Causal inference</topic><topic>Cohort Studies</topic><topic>Critical care</topic><topic>Critical care medicine</topic><topic>Emergency medicine</topic><topic>Emergency Service, Hospital</topic><topic>Estimates</topic><topic>Fluid Therapy</topic><topic>Fluids</topic><topic>Hospital Mortality</topic><topic>Hospital patients</topic><topic>Humans</topic><topic>Intensive care</topic><topic>Intensive care medicine</topic><topic>Intensive Care Units</topic><topic>Intravenous fluids</topic><topic>Length of Stay</topic><topic>Medical centers</topic><topic>Medical research</topic><topic>Methods</topic><topic>Middle Aged</topic><topic>Mortality</topic><topic>Patient outcomes</topic><topic>Patients</topic><topic>Respiration, Artificial</topic><topic>Resuscitation</topic><topic>Retrospective Studies</topic><topic>Sepsis</topic><topic>Sepsis - mortality</topic><topic>Sepsis - therapy</topic><topic>Time</topic><topic>Time Factors</topic><topic>Variables</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shahn, Zach</creatorcontrib><creatorcontrib>Shapiro, Nathan I</creatorcontrib><creatorcontrib>Tyler, Patrick D</creatorcontrib><creatorcontrib>Talmor, Daniel</creatorcontrib><creatorcontrib>Lehman, Li-Wei H</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest - Health & Medical Complete保健、医学与药学数据库</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>Critical care (London, England)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shahn, Zach</au><au>Shapiro, Nathan I</au><au>Tyler, Patrick D</au><au>Talmor, Daniel</au><au>Lehman, Li-Wei H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis</atitle><jtitle>Critical care (London, England)</jtitle><addtitle>Crit Care</addtitle><date>2020-02-22</date><risdate>2020</risdate><volume>24</volume><issue>1</issue><spage>62</spage><epage>9</epage><pages>62-9</pages><artnum>62</artnum><issn>1364-8535</issn><issn>1466-609X</issn><eissn>1466-609X</eissn><eissn>1364-8535</eissn><eissn>1366-609X</eissn><abstract>In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategies, nor do their analyses properly adjust for time-varying confounding by indication. In this study, we used causal inference techniques to estimate mortality outcomes that would result from imposing a range of arbitrary limits ("caps") on fluid volume administration during the first 24 h of intensive care unit (ICU) care.
Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008-2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L-12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by - 0.6 to - 1.0%, with the greatest reduction at 8 L (- 1.0% mortality, 95% CI [- 1.6%, - 0.3%]).
We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to "caps" on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>32087760</pmid><doi>10.1186/s13054-020-2767-0</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-1014-8837</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over Antibiotics Care and treatment Causal inference Cohort Studies Critical care Critical care medicine Emergency medicine Emergency Service, Hospital Estimates Fluid Therapy Fluids Hospital Mortality Hospital patients Humans Intensive care Intensive care medicine Intensive Care Units Intravenous fluids Length of Stay Medical centers Medical research Methods Middle Aged Mortality Patient outcomes Patients Respiration, Artificial Resuscitation Retrospective Studies Sepsis Sepsis - mortality Sepsis - therapy Time Time Factors Variables |
title | Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis |
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