Rationale: Electronic noses are successfully used in commercial applications, including detection and analysis of volatile organic compounds in the food industry. Objectives: We hypothesized that the electronic nose could identify and discriminate between lung diseases, especially bronchogenic carcinoma. Methods: In a discovery and training phase, exhaled breath of 14 individuals with bronchogenic carcinoma and 45 healthy control subjects or control subjects without cancer was analyzed. Principal components and canonic discriminant analysis of the sensor data was used to determine whether exhaled gases could discriminate between cancer and noncancer. Discrimination between classes was performed using Mahalanobis distance. Support vector machine analysis was used to create and apply a cancer prediction model prospectively in a separate group of 76 individuals, 14 with and 62 without cancer. Main Results: Principal components and canonic discriminant analysis demonstrated discrimination between samples from patients with lung cancer and those from other groups. In the validation study, the electronic nose had 71.4% sensitivity and 91.9% specificity for detecting lung cancer; positive and negative predictive values were 66.6 and 93.4%, respectively. In this population with a lung cancer prevalence of 18%, positive and negative predictive values were 66.6 and 94.5%, respectively. Conclusion: The exhaled breath of patients with lung cancer has distinct characteristics that can be identified with an electronic nose. The results provide feasibility to the concept of using the electronic nose for managing and detecting lung cancer.

Idiopathic pulmonary arterial hypertension (IPAH) is pathogenetically related to low levels of the vasodilator nitric oxide (NOcellular respiration ͉ nitric oxide ͉ oxygen consumption ͉ pulmonary hypertension ͉ mitochondrion I diopathic pulmonary arterial hypertension (IPAH) is a fatal disease of unknown etiology characterized by a progressive increase in pulmonary artery pressure and vascular growth (1, 2). Secondary forms of pulmonary arterial hypertension (PAH) are associated with known diseases, such as collagen vascular diseases or portal hypertension but in the absence of an identifiable etiology are classified as IPAH. Abnormalities in vasodilators, specifically nitric oxide (NO), have been implicated in the pathogenesis of pulmonary hypertension (1-5). NO is produced in the lung by NO synthases (NOS; EC 1.14.13.39) (6-8). There is conclusive evidence from animal models of pulmonary hypertension, mice genetically deficient in endothelial NOS (eNOS), and complementation studies with gene transfer of NOSs for the concept that NO is a critical determinant of pulmonary vascular tone (6, 7, 9). Furthermore, pulmonary and total body NO are lower in IPAH patients as compared with healthy controls (3,(10)(11)(12), and the decrease of NO has been linked to increased arginase II and decreased eNOS expression in IPAH pulmonary endothelial cells in vivo (10,13).In addition to effects on vascular tone, NO regulates cellular bioenergetics through effects on glycolysis, oxygen consumption by mitochondrion, and mitochondrial biogenesis (14-17). For example, eNOS-deficient mice, which have mild pulmonary hypertension under normoxia and an exaggerated pulmonary vasoconstrictive response to hypoxia (18), have reduced mitochondria content in a wide range of tissues in association with significantly lower oxygen consumption and ATP content (14-17). Mitochondria are essential to cellular energy production in all higher organisms adapted to an oxygen-containing environment, i.e., ATP produced through oxidative phosphorylation. The electrochemical gradient used by mitochondrial F 0 F 1 ATP synthase to synthesize ATP from ADP is generated by the proton pump action performed by Complexes I, III, and IV of the respiratory chain. The proton pumping is accompanied by electron shuttling, whereby Complexes I and II, along with the flavoprotein-ubiquinone oxidoreductase, transfer electrons from different sources to ubiquinone (coenzyme Q). The electrons are then transferred sequentially to Complex III, cytochrome c, Complex IV, and finally to molecular oxygen, the terminal electron acceptor. All multisubunit complexes of the respiratory chain (I-IV) are located in the mitochondrial inner membrane. Thus, mitochondria are the primary oxygen demand in the body, accounting for Ϸ90% of cellular oxygen consumption. Conversely, under limiting oxygen conditions, cells turn to glycolysis to generate energy. In endothelial cells, ATP is generated nearly equivalently by glycolysis and cellular respiration (19), accounting for a relative tolerance ...

Pulmonary arterial hypertension (PAH), a fatal disease of unknown etiology characterized by impaired regulation of pulmonary hemodynamics and vascular growth, is associated with low levels of pulmonary nitric oxide (NO). Based upon its critical role in mediating vasodilation and cell growth, decrease of NO has been implicated in the pathogenesis of PAH. We evaluated mechanisms for low NO and pulmonary hypertension, including NO synthases (NOS) and factors regulating NOS activity, i.e. the substrate arginine, arginase expression and activity, and endogenous inhibitors of NOS in patients with PAH and healthy controls. PAH lungs had normal NOS I-III expression, but substrate arginine levels were inversely related to pulmonary artery pressures. Activity of arginase, an enzyme that regulates NO biosynthesis through effects on arginine, was higher in PAH serum than in controls, with high-level arginase expression localized by immunostaining to pulmonary endothelial cells. Further, pulmonary artery endothelial cells derived from PAH lung had higher arginase II expression and produced lower NO than control cells in vitro. Thus, substrate availability affects NOS activity and vasodilation, implicating arginase II and alterations in arginine metabolic pathways in the pathophysiology of PAH.

Pulmonary histiocytosis X (PHX) is a diffuse, smoking-related lung disease characterized pathologically by bronchocentric inflammation, cyst formation, and widespread vascular abnormalities and physiologically by exercise limitation. The major mechanism underlying exercise impairment in this disease has not been previously defined. Spirometry, lung volumes, lung mechanics, and exercise physiology were performed on 23 patients with PHX. Two subgroups were identified on the basis of elastic recoil: 12 subjects had an elevated coefficient of elastic recoil with 11 demonstrating a predominant pattern of restriction, and 10 subjects had normal elastic recoil and relatively normal lung function. Exercise performance was severely limited in both subgroups (workload 53 +/- 3%). Abnormalities of ventilatory function and gas exchange were present but did not appear to be exercise-limiting in the majority of subjects. Indices reflecting pulmonary vascular function (DLCO, baseline VD/VT, exercise VD/VT) were abnormal. Strong correlations between overall exercise performance (% predicted VO2max) and indices of vascular involvement were present: DLCO (r = 0.68, p = 0.0004), baseline VD/VT (-0.65, 0.001), exercise VD/VT (-0.67, 0.0004). Similar correlations were found when exercise performance was measured by maximal workload achieved. We conclude that (1) subjects with PHX present with either normal or predominantly restrictive pulmonary physiology and that (2) exercise impairment is common and appears to reflect pulmonary vascular dysfunction.

No abstract