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Heterogeneity of treatment effect by baseline risk of mortality in critically ill patients: re-analysis of three recent sepsis and ARDS randomised controlled trials
Randomised controlled trials (RCTs) enrolling patients with sepsis or acute respiratory distress syndrome (ARDS) generate heterogeneous trial populations. Non-random variation in the treatment effect of an intervention due to differences in the baseline risk of death between patients in a population...
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Published in: | Critical care (London, England) England), 2019-05, Vol.23 (1), p.156-156, Article 156 |
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description | Randomised controlled trials (RCTs) enrolling patients with sepsis or acute respiratory distress syndrome (ARDS) generate heterogeneous trial populations. Non-random variation in the treatment effect of an intervention due to differences in the baseline risk of death between patients in a population represents one form of heterogeneity of treatment effect (HTE). We assessed whether HTE in two sepsis and one ARDS RCTs could explain indeterminate trial results and inform future trial design.
We assessed HTE for vasopressin, hydrocortisone and levosimendan in sepsis and simvastatin in ARDS patients, on 28-day mortality, using the total Acute Physiology And Chronic Health Evaluation II (APACHE II) score as the baseline risk measurement, comparing above (high) and below (low) the median score. Secondary risk measures were the acute physiology component of APACHE II and predicted risk of mortality using the APACHE II score. HTE was quantified both in additive (difference in risk difference (RD)) and multiplicative (ratio of relative risks (RR)) scales using estimated treatment differences from a logistic regression model with treatment risk as the interaction term.
The ratio of the odds of death in the highest APACHE II quartile was 4.9 to 7.4 times compared to the lowest quartile, across the three trials. We did not observe HTE for vasopressin, hydrocortisone and levosimendan in the two sepsis trials. In the HARP-2 trial, simvastatin reduced mortality in the low APACHE II group and increased mortality in the high APACHE II group (difference in RD = 0.34 (0.12, 0.55) (p = 0.02); ratio of RR 3.57 (1.77, 7.17) (p |
doi_str_mv | 10.1186/s13054-019-2446-1 |
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We assessed HTE for vasopressin, hydrocortisone and levosimendan in sepsis and simvastatin in ARDS patients, on 28-day mortality, using the total Acute Physiology And Chronic Health Evaluation II (APACHE II) score as the baseline risk measurement, comparing above (high) and below (low) the median score. Secondary risk measures were the acute physiology component of APACHE II and predicted risk of mortality using the APACHE II score. HTE was quantified both in additive (difference in risk difference (RD)) and multiplicative (ratio of relative risks (RR)) scales using estimated treatment differences from a logistic regression model with treatment risk as the interaction term.
The ratio of the odds of death in the highest APACHE II quartile was 4.9 to 7.4 times compared to the lowest quartile, across the three trials. We did not observe HTE for vasopressin, hydrocortisone and levosimendan in the two sepsis trials. In the HARP-2 trial, simvastatin reduced mortality in the low APACHE II group and increased mortality in the high APACHE II group (difference in RD = 0.34 (0.12, 0.55) (p = 0.02); ratio of RR 3.57 (1.77, 7.17) (p < 0.001). The HTE patterns were inconsistent across the secondary risk measures. The sensitivity analyses of HTE effects for vasopressin, hydrocortisone and levosimendan were consistent with the main analyses and attenuated for simvastatin.
We assessed HTE in three recent ICU RCTs, using multivariable baseline risk of death models. There was considerable within-trial variation in the baseline risk of death. We observed potential HTE for simvastatin in ARDS, but no evidence of HTE for vasopressin, hydrocortisone or levosimendan in the two sepsis trials. Our findings could be explained either by true lack of HTE (no benefit of vasopressin, hydrocortisone or levosimendan vs comparator for any patient subgroups) or by lack of power to detect HTE. Our results require validation using similar trial databases.</description><identifier>ISSN: 1364-8535</identifier><identifier>EISSN: 1466-609X</identifier><identifier>EISSN: 1364-8535</identifier><identifier>EISSN: 1366-609X</identifier><identifier>DOI: 10.1186/s13054-019-2446-1</identifier><identifier>PMID: 31053084</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Adult ; Adult respiratory distress syndrome ; Aged ; Anti-Inflammatory Agents - therapeutic use ; APACHE ; Cardiotonic Agents - therapeutic use ; Care and treatment ; Clinical trials ; Critical care ; Critical Illness - mortality ; Critical Illness - therapy ; Critically ill persons ; Death ; Evaluation ; Evidence-based medicine ; Female ; Glucocorticoids ; Guideline Adherence - trends ; Health ; Hospital Mortality - trends ; Humans ; Hydrocortisone ; Hydrocortisone - therapeutic use ; Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use ; Infection ; Intensive Care Units - organization & administration ; Intensive Care Units - statistics & numerical data ; Intervention ; Male ; Middle Aged ; Models, statistical ; Mortality ; Patient outcomes ; Patients ; Physiological aspects ; Physiology ; Randomisation ; Randomized Controlled Trials as Topic ; Respiratory distress syndrome ; Respiratory Distress Syndrome - drug therapy ; Respiratory Distress Syndrome - mortality ; Risk ; Sepsis ; Sepsis - drug therapy ; Sepsis - mortality ; Sepsis, acute respiratory distress syndrome ; Simendan - therapeutic use ; Simvastatin ; Simvastatin - therapeutic use ; Study design ; Treatment Outcome ; Vasoconstrictor Agents - therapeutic use ; Vasopressins - therapeutic use</subject><ispartof>Critical care (London, England), 2019-05, Vol.23 (1), p.156-156, Article 156</ispartof><rights>COPYRIGHT 2019 BioMed Central Ltd.</rights><rights>2019. 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). 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c560t-50968b043d819757f39d640022cd80fe7ba5efcf0af7cbaa520755a4280a86d93</citedby><cites>FETCH-LOGICAL-c560t-50968b043d819757f39d640022cd80fe7ba5efcf0af7cbaa520755a4280a86d93</cites><orcidid>0000-0002-5338-2538</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/PMC6500045/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2226947622?pq-origsite=primo$$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/31053084$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Santhakumaran, Shalini</creatorcontrib><creatorcontrib>Gordon, Anthony</creatorcontrib><creatorcontrib>Prevost, A Toby</creatorcontrib><creatorcontrib>O'Kane, Cecilia</creatorcontrib><creatorcontrib>McAuley, Daniel F</creatorcontrib><creatorcontrib>Shankar-Hari, Manu</creatorcontrib><title>Heterogeneity of treatment effect by baseline risk of mortality in critically ill patients: re-analysis of three recent sepsis and ARDS randomised controlled trials</title><title>Critical care (London, England)</title><addtitle>Crit Care</addtitle><description>Randomised controlled trials (RCTs) enrolling patients with sepsis or acute respiratory distress syndrome (ARDS) generate heterogeneous trial populations. Non-random variation in the treatment effect of an intervention due to differences in the baseline risk of death between patients in a population represents one form of heterogeneity of treatment effect (HTE). We assessed whether HTE in two sepsis and one ARDS RCTs could explain indeterminate trial results and inform future trial design.
We assessed HTE for vasopressin, hydrocortisone and levosimendan in sepsis and simvastatin in ARDS patients, on 28-day mortality, using the total Acute Physiology And Chronic Health Evaluation II (APACHE II) score as the baseline risk measurement, comparing above (high) and below (low) the median score. Secondary risk measures were the acute physiology component of APACHE II and predicted risk of mortality using the APACHE II score. HTE was quantified both in additive (difference in risk difference (RD)) and multiplicative (ratio of relative risks (RR)) scales using estimated treatment differences from a logistic regression model with treatment risk as the interaction term.
The ratio of the odds of death in the highest APACHE II quartile was 4.9 to 7.4 times compared to the lowest quartile, across the three trials. We did not observe HTE for vasopressin, hydrocortisone and levosimendan in the two sepsis trials. In the HARP-2 trial, simvastatin reduced mortality in the low APACHE II group and increased mortality in the high APACHE II group (difference in RD = 0.34 (0.12, 0.55) (p = 0.02); ratio of RR 3.57 (1.77, 7.17) (p < 0.001). The HTE patterns were inconsistent across the secondary risk measures. The sensitivity analyses of HTE effects for vasopressin, hydrocortisone and levosimendan were consistent with the main analyses and attenuated for simvastatin.
We assessed HTE in three recent ICU RCTs, using multivariable baseline risk of death models. There was considerable within-trial variation in the baseline risk of death. We observed potential HTE for simvastatin in ARDS, but no evidence of HTE for vasopressin, hydrocortisone or levosimendan in the two sepsis trials. Our findings could be explained either by true lack of HTE (no benefit of vasopressin, hydrocortisone or levosimendan vs comparator for any patient subgroups) or by lack of power to detect HTE. Our results require validation using similar trial databases.</description><subject>Adult</subject><subject>Adult respiratory distress syndrome</subject><subject>Aged</subject><subject>Anti-Inflammatory Agents - therapeutic use</subject><subject>APACHE</subject><subject>Cardiotonic Agents - therapeutic use</subject><subject>Care and treatment</subject><subject>Clinical trials</subject><subject>Critical care</subject><subject>Critical Illness - mortality</subject><subject>Critical Illness - therapy</subject><subject>Critically ill persons</subject><subject>Death</subject><subject>Evaluation</subject><subject>Evidence-based medicine</subject><subject>Female</subject><subject>Glucocorticoids</subject><subject>Guideline Adherence - trends</subject><subject>Health</subject><subject>Hospital Mortality - trends</subject><subject>Humans</subject><subject>Hydrocortisone</subject><subject>Hydrocortisone - therapeutic use</subject><subject>Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use</subject><subject>Infection</subject><subject>Intensive Care Units - organization & administration</subject><subject>Intensive Care Units - statistics & numerical data</subject><subject>Intervention</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Models, statistical</subject><subject>Mortality</subject><subject>Patient outcomes</subject><subject>Patients</subject><subject>Physiological aspects</subject><subject>Physiology</subject><subject>Randomisation</subject><subject>Randomized Controlled Trials as Topic</subject><subject>Respiratory distress syndrome</subject><subject>Respiratory Distress Syndrome - drug therapy</subject><subject>Respiratory Distress Syndrome - mortality</subject><subject>Risk</subject><subject>Sepsis</subject><subject>Sepsis - drug therapy</subject><subject>Sepsis - mortality</subject><subject>Sepsis, acute respiratory distress syndrome</subject><subject>Simendan - therapeutic use</subject><subject>Simvastatin</subject><subject>Simvastatin - therapeutic use</subject><subject>Study design</subject><subject>Treatment Outcome</subject><subject>Vasoconstrictor Agents - therapeutic use</subject><subject>Vasopressins - therapeutic use</subject><issn>1364-8535</issn><issn>1466-609X</issn><issn>1364-8535</issn><issn>1366-609X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptktuKFDEQhhtR3HX1AbyRBm-86TXnTrwQhvWwCwuCB_AupNOV2YyZzphkhHkfH9T0zLo6In2RSuX_v6Sqq2meYnSOsRQvM6aIsw5h1RHGRIfvNaeYCdEJpL7erzEVrJOc8pPmUc4rhHAvBX3YnFCMOEWSnTY_L6FAikuYwJddG11bEpiyhqm04BzY0g67djAZgp-gTT5_m0XrmIoJs8NPrU2-eGtCqLsQ2o0pvtrzqzZBZyYTdtnnPfkmQUWAneEZNnPaTGO7-PjmU5tqFNc-w9jaOJUUQ6hhSd6E_Lh54OoCT27Xs-bLu7efLy676w_vry4W153lApWOIyXkgBgdJVY97x1Vo2AIEWJHiRz0g-HgrEPG9XYwhhPUc24YkchIMSp61lwduGM0K71Jfm3STkfj9T4R01KbVEsNoIdRml4pLCXvWS-sEdRxNvSghnoxdpX1-sDabIc1jHPNyYQj6PHJ5G_0Mv7QgiOEGK-AF7eAFL9vIRddu2MhBDNB3GZNCFGEEiX7Kn3-j3QVt6l2fq8Sqj6QkD-qpakF-MnFeq-doXrBpeCMcDazzv-jqt8Ia1__DDhf80cGfDDYFHNO4O5qxEjPY6oPY6rrmOp5TDWunmd_N-fO8Xsu6S--AuTY</recordid><startdate>20190503</startdate><enddate>20190503</enddate><creator>Santhakumaran, Shalini</creator><creator>Gordon, Anthony</creator><creator>Prevost, A Toby</creator><creator>O'Kane, Cecilia</creator><creator>McAuley, Daniel F</creator><creator>Shankar-Hari, Manu</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/0000-0002-5338-2538</orcidid></search><sort><creationdate>20190503</creationdate><title>Heterogeneity of treatment effect by baseline risk of mortality in critically ill patients: re-analysis of three recent sepsis and ARDS randomised controlled trials</title><author>Santhakumaran, Shalini ; Gordon, Anthony ; Prevost, A Toby ; O'Kane, Cecilia ; McAuley, Daniel F ; Shankar-Hari, Manu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c560t-50968b043d819757f39d640022cd80fe7ba5efcf0af7cbaa520755a4280a86d93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adult</topic><topic>Adult respiratory distress syndrome</topic><topic>Aged</topic><topic>Anti-Inflammatory Agents - therapeutic use</topic><topic>APACHE</topic><topic>Cardiotonic Agents - therapeutic use</topic><topic>Care and treatment</topic><topic>Clinical trials</topic><topic>Critical care</topic><topic>Critical Illness - mortality</topic><topic>Critical Illness - therapy</topic><topic>Critically ill persons</topic><topic>Death</topic><topic>Evaluation</topic><topic>Evidence-based medicine</topic><topic>Female</topic><topic>Glucocorticoids</topic><topic>Guideline Adherence - trends</topic><topic>Health</topic><topic>Hospital Mortality - trends</topic><topic>Humans</topic><topic>Hydrocortisone</topic><topic>Hydrocortisone - therapeutic use</topic><topic>Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use</topic><topic>Infection</topic><topic>Intensive Care Units - organization & administration</topic><topic>Intensive Care Units - statistics & numerical data</topic><topic>Intervention</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Models, statistical</topic><topic>Mortality</topic><topic>Patient outcomes</topic><topic>Patients</topic><topic>Physiological aspects</topic><topic>Physiology</topic><topic>Randomisation</topic><topic>Randomized Controlled Trials as Topic</topic><topic>Respiratory distress syndrome</topic><topic>Respiratory Distress Syndrome - drug therapy</topic><topic>Respiratory Distress Syndrome - mortality</topic><topic>Risk</topic><topic>Sepsis</topic><topic>Sepsis - drug therapy</topic><topic>Sepsis - mortality</topic><topic>Sepsis, acute respiratory distress syndrome</topic><topic>Simendan - therapeutic use</topic><topic>Simvastatin</topic><topic>Simvastatin - therapeutic use</topic><topic>Study design</topic><topic>Treatment Outcome</topic><topic>Vasoconstrictor Agents - therapeutic use</topic><topic>Vasopressins - therapeutic use</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Santhakumaran, Shalini</creatorcontrib><creatorcontrib>Gordon, Anthony</creatorcontrib><creatorcontrib>Prevost, A Toby</creatorcontrib><creatorcontrib>O'Kane, Cecilia</creatorcontrib><creatorcontrib>McAuley, Daniel F</creatorcontrib><creatorcontrib>Shankar-Hari, Manu</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 and Medical</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>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</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>DOAJ 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>Santhakumaran, Shalini</au><au>Gordon, Anthony</au><au>Prevost, A Toby</au><au>O'Kane, Cecilia</au><au>McAuley, Daniel F</au><au>Shankar-Hari, Manu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Heterogeneity of treatment effect by baseline risk of mortality in critically ill patients: re-analysis of three recent sepsis and ARDS randomised controlled trials</atitle><jtitle>Critical care (London, England)</jtitle><addtitle>Crit Care</addtitle><date>2019-05-03</date><risdate>2019</risdate><volume>23</volume><issue>1</issue><spage>156</spage><epage>156</epage><pages>156-156</pages><artnum>156</artnum><issn>1364-8535</issn><eissn>1466-609X</eissn><eissn>1364-8535</eissn><eissn>1366-609X</eissn><abstract>Randomised controlled trials (RCTs) enrolling patients with sepsis or acute respiratory distress syndrome (ARDS) generate heterogeneous trial populations. Non-random variation in the treatment effect of an intervention due to differences in the baseline risk of death between patients in a population represents one form of heterogeneity of treatment effect (HTE). We assessed whether HTE in two sepsis and one ARDS RCTs could explain indeterminate trial results and inform future trial design.
We assessed HTE for vasopressin, hydrocortisone and levosimendan in sepsis and simvastatin in ARDS patients, on 28-day mortality, using the total Acute Physiology And Chronic Health Evaluation II (APACHE II) score as the baseline risk measurement, comparing above (high) and below (low) the median score. Secondary risk measures were the acute physiology component of APACHE II and predicted risk of mortality using the APACHE II score. HTE was quantified both in additive (difference in risk difference (RD)) and multiplicative (ratio of relative risks (RR)) scales using estimated treatment differences from a logistic regression model with treatment risk as the interaction term.
The ratio of the odds of death in the highest APACHE II quartile was 4.9 to 7.4 times compared to the lowest quartile, across the three trials. We did not observe HTE for vasopressin, hydrocortisone and levosimendan in the two sepsis trials. In the HARP-2 trial, simvastatin reduced mortality in the low APACHE II group and increased mortality in the high APACHE II group (difference in RD = 0.34 (0.12, 0.55) (p = 0.02); ratio of RR 3.57 (1.77, 7.17) (p < 0.001). The HTE patterns were inconsistent across the secondary risk measures. The sensitivity analyses of HTE effects for vasopressin, hydrocortisone and levosimendan were consistent with the main analyses and attenuated for simvastatin.
We assessed HTE in three recent ICU RCTs, using multivariable baseline risk of death models. There was considerable within-trial variation in the baseline risk of death. We observed potential HTE for simvastatin in ARDS, but no evidence of HTE for vasopressin, hydrocortisone or levosimendan in the two sepsis trials. Our findings could be explained either by true lack of HTE (no benefit of vasopressin, hydrocortisone or levosimendan vs comparator for any patient subgroups) or by lack of power to detect HTE. Our results require validation using similar trial databases.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>31053084</pmid><doi>10.1186/s13054-019-2446-1</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-5338-2538</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Adult respiratory distress syndrome Aged Anti-Inflammatory Agents - therapeutic use APACHE Cardiotonic Agents - therapeutic use Care and treatment Clinical trials Critical care Critical Illness - mortality Critical Illness - therapy Critically ill persons Death Evaluation Evidence-based medicine Female Glucocorticoids Guideline Adherence - trends Health Hospital Mortality - trends Humans Hydrocortisone Hydrocortisone - therapeutic use Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use Infection Intensive Care Units - organization & administration Intensive Care Units - statistics & numerical data Intervention Male Middle Aged Models, statistical Mortality Patient outcomes Patients Physiological aspects Physiology Randomisation Randomized Controlled Trials as Topic Respiratory distress syndrome Respiratory Distress Syndrome - drug therapy Respiratory Distress Syndrome - mortality Risk Sepsis Sepsis - drug therapy Sepsis - mortality Sepsis, acute respiratory distress syndrome Simendan - therapeutic use Simvastatin Simvastatin - therapeutic use Study design Treatment Outcome Vasoconstrictor Agents - therapeutic use Vasopressins - therapeutic use |
title | Heterogeneity of treatment effect by baseline risk of mortality in critically ill patients: re-analysis of three recent sepsis and ARDS randomised controlled trials |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T13%3A46%3A26IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Heterogeneity%20of%20treatment%20effect%20by%20baseline%20risk%20of%20mortality%20in%20critically%20ill%20patients:%20re-analysis%20of%20three%20recent%20sepsis%20and%20ARDS%20randomised%20controlled%20trials&rft.jtitle=Critical%20care%20(London,%20England)&rft.au=Santhakumaran,%20Shalini&rft.date=2019-05-03&rft.volume=23&rft.issue=1&rft.spage=156&rft.epage=156&rft.pages=156-156&rft.artnum=156&rft.issn=1364-8535&rft.eissn=1466-609X&rft_id=info:doi/10.1186/s13054-019-2446-1&rft_dat=%3Cgale_doaj_%3EA586542547%3C/gale_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c560t-50968b043d819757f39d640022cd80fe7ba5efcf0af7cbaa520755a4280a86d93%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2226947622&rft_id=info:pmid/31053084&rft_galeid=A586542547&rfr_iscdi=true |