Metabolomic Profiling of Infectious Parapneumonic Effusions Reveals Biomarkers for Guiding Management of Children with Streptococcus pneumoniae Pneumonia

被引:31
作者
Chiu, Chih-Yung [1 ,2 ,3 ,4 ]
Lin, Gigin [2 ,5 ]
Cheng, Mei-Ling [6 ]
Chiang, Meng-Han [2 ]
Tsai, Ming-Han [1 ,2 ]
Lai, Shen-Hao [1 ,2 ,4 ]
Wong, Kin-Sun [2 ,4 ]
Hsieh, Sen-Yung [7 ]
机构
[1] Chang Gung Mem Hosp Keelung, Dept Pediat, Taoyuan, Taiwan
[2] Chang Gung Univ, Taoyuan, Taiwan
[3] Chang Gung Univ, Grad Inst Clin Med Sci, Coll Med, Taoyuan, Taiwan
[4] Chang Gung Mem Hosp Linkou, Dept Pediat, Taoyuan, Taiwan
[5] Chang Gung Mem Hosp Linkou, Dept Med Imaging & Intervent, Taoyuan, Taiwan
[6] Chang Gung Univ, Grad Inst Med Biotechnol, Taoyuan, Taiwan
[7] Chang Gung Univ, Chang Gung Mem Hosp, Dept Clin Prote Ctr, Coll Med, Taoyuan, Taiwan
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
关键词
PLEURAL EFFUSIONS; DIAGNOSIS; SPECTROSCOPY; GENOME;
D O I
10.1038/srep24930
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Metabolic markers in biofluids represent an attractive tool for guiding clinical management. The aim of this study was to identify metabolic mechanisms during the progress of pleural infection in children with Streptococcus pneumoniae pneumonia. Forty children diagnosed with pneumococcal pneumonia were enrolled and analysis of pleural fluid metabolites categorized by complicated parapneumonic effusions (CPE) and non-CPE was assessed by using H-1-NMR spectroscopy. Multivariate statistical analysis including principal components analysis (PCA) and partial least-squares discriminant analysis (PLS-DA) were performed. Metabolites identified were studied in relation to subsequent intervention procedures by receiver operating characteristic (ROC) curve analysis. Ten metabolites significantly different between CPE and non-CPE were identified. A significantly lower level of glucose for glycolysis was found in CPE compared to non-CPE. Six metabolites involving bacterial biosynthesis and three metabolites involving bacterial fermentation were significantly higher in CPE compared to non-CPE. Glucose and 3-hydroxybutyric acid were the metabolites found to be useful in discriminating from receiving intervention procedures. Metabolic profiling of pleural fluid using H-1-NMR spectroscopy provides direct observation of bacterial metabolism in the progress of pneumococcal pneumonia. An increase in the metabolism of butyric acid fermentation of glucose could potentially lead to the need of aggressive pleural drainage.
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页数:8
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