Scientific Reports · 2020 · 24 citations · 42 references
PharmacyToxicologyAir PollutionEnvironmental ToxicologyInflammationObstructive Lung DiseaseParticulate MatterPulmonary ToxicologyPulmonary Vascular DiseaseRespiratory PathophysiologyRespiratory ToxicologyAirborne Particulate MatterBronchoalveolar Lavage AnalysisEnvironmental Air Pollutant ToxicologyParticle-induced Lung ToxicityParticulate Matter ExposurePulmonary Oxidative StressRespirable Particulate MatterVascular Remodeling
or phosphate-buffered saline (PBS) (controls). 24-hours (24-hrs) and 1-Month (1-M) after exposure, echocardiography, micro-positron emission tomography(µ-PET), collagen quantification, lung metabolomics, assessment of antioxidant potential and soluble-receptor for advanced glycation end products (sRAGE) in bronchoalveolar lavage(BAL) and plasma were performed. 24-hrs post-exposure, there was a significant reduction in (1) Pulmonary artery(PA) flow-velocity and pulmonary ejection time(PET) (2) Pulmonary acceleration time(PAT) and PAT/PET, while (3) Aortic ejection time(AET) and velocity time integral(VTI) were increased, and (4) Aortic acceleration time (AAT)/AET, cardiac output and stroke volume were decreased compared to controls. 1-M post-exposure, there was also significant reduction of right ventricular diameter as right ventricle free wall thickness was increased and an increase in tricuspid E, A peaks and an elevated E/A. The pulmonary and cardiac standard uptake value and volume 1-M post-exposure was significantly elevated after PM-exposure. Similarly, α-smooth muscle actin(α-SMA) expression, aortic collagen deposition was elevated 1-M after PM exposure. In assessment of the metabolome, prominent subpathways included advanced glycation end products (AGEs), phosphatidylcholines, sphingolipids, saturated/unsaturated fatty acids, eicosanoids, and phospholipids. BAL superoxide dismutase(SOD), plasma total-antioxidant capacity activity, and sRAGE (BAL and plasma) were elevated after 24-hrs. PM exposure and associated vascular disease are a global health burden. Our study shows persistent WTC-Cardiorespiratory and Vascular Dysfunction (WTC-CaRVD), inflammatory changes and attenuation of antioxidant potential after PM exposure. Early detection of vascular disease is crucial to preventing cardiovascular deaths and future work will focus on further identification of bioactive therapeutic targets.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
Filtering for increased power for microarray data analysis
Amber J. Hackstadt, Ann M. Hess · BMC Bioinformatics · 2009 · 300 citations · Full text