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Metabolomic derangements are associated with mortality in critically ill adult patients.

Authors :
Angela J Rogers
Michael McGeachie
Rebecca M Baron
Lee Gazourian
Jeffrey A Haspel
Kiichi Nakahira
Laura E Fredenburgh
Gary M Hunninghake
Benjamin A Raby
Michael A Matthay
Ronny M Otero
Vance G Fowler
Emanuel P Rivers
Christopher W Woods
Stephen Kingsmore
Ray J Langley
Augustine M K Choi
Source :
PLoS ONE, Vol 9, Iss 1, p e87538 (2014)
Publication Year :
2014
Publisher :
Public Library of Science (PLoS), 2014.

Abstract

To identify metabolomic biomarkers predictive of Intensive Care Unit (ICU) mortality in adults.Comprehensive metabolomic profiling of plasma at ICU admission to identify biomarkers associated with mortality has recently become feasible.We performed metabolomic profiling of plasma from 90 ICU subjects enrolled in the BWH Registry of Critical Illness (RoCI). We tested individual metabolites and a Bayesian Network of metabolites for association with 28-day mortality, using logistic regression in R, and the CGBayesNets Package in MATLAB. Both individual metabolites and the network were tested for replication in an independent cohort of 149 adults enrolled in the Community Acquired Pneumonia and Sepsis Outcome Diagnostics (CAPSOD) study.We tested variable metabolites for association with 28-day mortality. In RoCI, nearly one third of metabolites differed among ICU survivors versus those who died by day 28 (N = 57 metabolites, p

Subjects

Subjects :
Medicine
Science

Details

Language :
English
ISSN :
19326203
Volume :
9
Issue :
1
Database :
Directory of Open Access Journals
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
edsdoj.f0c2a2810304bc993f1c1f3b566b073
Document Type :
article
Full Text :
https://doi.org/10.1371/journal.pone.0087538