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dc.contributor.authorChandra, Jay
dc.contributor.authorArmengol de la Hoz, Miguel A.
dc.contributor.authorLee, Gwendolyn
dc.contributor.authorLee, Alexandria
dc.contributor.authorThoral, Patrick
dc.contributor.authorElbers, Paul
dc.contributor.authorLee, Hyung-Chul
dc.contributor.authorMunger, John S.
dc.contributor.authorCeli, Leo A.
dc.contributor.authorKaufman, David A.
dc.date.accessioned2022-04-19T14:39:30Z
dc.date.available2022-04-19T14:39:30Z
dc.date.issued2022-04-11
dc.identifier.urihttps://hdl.handle.net/1721.1/141924
dc.description.abstractAbstract Purpose Sepsis is a leading cause of morbidity and mortality worldwide and is characterized by vascular leak. Treatment for sepsis, specifically intravenous fluids, may worsen deterioration in the context of vascular leak. We therefore sought to quantify vascular leak in sepsis patients to guide fluid resuscitation. Methods We performed a retrospective cohort study of sepsis patients in four ICU databases in North America, Europe, and Asia. We developed an intuitive vascular leak index (VLI) and explored the relationship between VLI and in-hospital death and fluid balance using generalized additive models (GAM). Results Using a GAM, we found that increased VLI is associated with an increased risk of in-hospital death. Patients with a VLI in the highest quartile (Q4), across the four datasets, had a 1.61–2.31 times increased odds of dying in the hospital compared to patients with a VLI in the lowest quartile (Q1). VLI Q2 and Q3 were also associated with increased odds of dying. The relationship between VLI, treated as a continuous variable, and in-hospital death and fluid balance was statistically significant in the three datasets with large sample sizes. Specifically, we observed that as VLI increased, there was increase in the risk for in-hospital death and 36–84 h fluid balance. Conclusions Our VLI identifies groups of patients who may be at higher risk for in-hospital death or for fluid accumulation. This relationship persisted in models developed to control for severity of illness and chronic comorbidities.en_US
dc.publisherBioMed Centralen_US
dc.relation.isversionofhttps://doi.org/10.1186/s13054-022-03968-4en_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceBioMed Centralen_US
dc.titleA novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulationen_US
dc.typeArticleen_US
dc.identifier.citationCritical Care. 2022 Apr 11;26(1):103en_US
dc.contributor.departmentMassachusetts Institute of Technology. Institute for Medical Engineering & Science
dc.identifier.mitlicensePUBLISHER_CC
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2022-04-17T03:38:07Z
dc.language.rfc3066en
dc.rights.holderThe Author(s)
dspace.date.submission2022-04-17T03:38:07Z
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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