Analysis of Volatile Compounds in Exhaled Breath Condensate in Patients with Severe Pulmonary Arterial Hypertension

被引:36
|
作者
Mansoor, J. K. [1 ]
Schelegle, Edward S. [2 ]
Davis, Cristina E. [3 ]
Walby, William F. [2 ]
Zhao, Weixiang [3 ]
Aksenov, Alexander A. [3 ]
Pasamontes, Alberto [3 ]
Figueroa, Jennifer [2 ]
Allen, Roblee [4 ]
机构
[1] Univ Pacific, Dept Phys Therapy, Stockton, CA 95211 USA
[2] Univ Calif Davis, Dept Anat Physiol & Cell Biol, Davis, CA 95616 USA
[3] Univ Calif Davis, Dept Mech & Aerosp Engn, Davis, CA 95616 USA
[4] Univ Calif Davis, Med Ctr, Dept Med, Sacramento, CA 95817 USA
来源
PLOS ONE | 2014年 / 9卷 / 04期
关键词
BRAIN NATRIURETIC PEPTIDE; NITRIC-OXIDE; BIOMARKERS; DYSFUNCTION; PREDICTION; MARKERS; CANCER;
D O I
10.1371/journal.pone.0095331
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
Background: An important challenge to pulmonary arterial hypertension (PAH) diagnosis and treatment is early detection of occult pulmonary vascular pathology. Symptoms are frequently confused with other disease entities that lead to inappropriate interventions and allow for progression to advanced states of disease. There is a significant need to develop new markers for early disease detection and management of PAH. Methodolgy and Findings: Exhaled breath condensate (EBC) samples were compared from 30 age-matched normal healthy individuals and 27 New York Heart Association functional class III and IV idiopathic pulmonary arterial hypertenion (IPAH) patients, a subgroup of PAH. Volatile organic compounds (VOC) in EBC samples were analyzed using gas chromatography/mass spectrometry (GC/MS). Individual peaks in GC profiles were identified in both groups and correlated with pulmonary hemodynamic and clinical endpoints in the IPAH group. Additionally, GC/MS data were analyzed using autoregression followed by partial least squares regression (AR/PLSR) analysis to discriminate between the IPAH and control groups. After correcting for medicaitons, there were 62 unique compounds in the control group, 32 unique compounds in the IPAH group, and 14 in-common compounds between groups. Peak-by-peak analysis of GC profiles of IPAH group EBC samples identified 6 compounds significantly correlated with pulmonary hemodynamic variables important in IPAH diagnosis. AR/PLSR analysis of GC/MS data resulted in a distinct and identifiable metabolic signature for IPAH patients. Conclusions: These findings indicate the utility of EBC VOC analysis to discriminate between severe IPAH and a healthy population; additionally, we identified potential novel biomarkers that correlated with IPAH pulmonary hemodynamic variables that may be important in screening for less severe forms IPAH.
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页数:8
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