Metabolic Profiling in Patients with Pneumonia on Intensive Care

被引:20
作者
Antcliffe, David [1 ]
Jimenez, Beatriz [2 ]
Veselkov, Kirill [2 ]
Holmes, Elaine [2 ]
Gordon, Anthony C. [1 ]
机构
[1] Imperial Coll London, Dept Surg & Canc, Fac Med, Sect Anaesthet Pain Med & Intens Care, London, England
[2] Imperial Coll London, Dept Surg & Canc, Fac Med, Div Computat & Syst Med, London, England
关键词
Metabonomics; Pneumonia; Ventilatior associated pneumonia (VAP); Intensive care; Brain injury; Ventilation; VENTILATOR-ASSOCIATED PNEUMONIA; BRONCHOALVEOLAR LAVAGE FLUID; SERUM PHENYLALANINE; NMR-SPECTROSCOPY; SEPTIC SHOCK; SEPSIS; DIAGNOSIS; CORRELATE; INFECTION; BIOMARKER;
D O I
10.1016/j.ebiom.2017.03.034
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Clinical features and investigations lack predictive value when diagnosing pneumonia, especially when patients are ventilated and when patients develop ventilator associated pneumonia (VAP). Newtools to aid diagnosis are important to improve outcomes. This pilot study examines the potential for metabolic profiling to aid the diagnosis in critical care. In this prospective observational study ventilated patientswith brain injuries or pneumoniawere recruited in the intensive care unit and serum samples were collected soon after the start of ventilation. Metabolic profiles were produced using 1D H-1 NMR spectra. Metabolic data were compared using multivariate statistical techniques including Principal Component Analysis (PCA) and Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA). We recruited 15 patients with pneumonia and 26 with brain injuries, seven of whom went on to develop VAP. Comparison of metabolic profiles using OPLS-DA differentiated those with pneumonia from those with brain injuries ((RY)-Y-2= 0.91, Q(2)Y= 0.28, p= 0.02) and those with VAP from those without ((RY)-Y-2= 0.94, Q(2)Y= 0.27, p= 0.05). Metabolites that differentiated patients with pneumonia included lipid species, amino acids and glycoproteins. Metabolic profiling shows promise to aid in the diagnosis of pneumonia in ventilated patients and may allow a more timely diagnosis and better use of antibiotics. (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:244 / 253
页数:10
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