The National Environmental Respiratory Center (NERC) experiment in multi-pollutant air quality health research: III. Components of diesel and gasoline engine exhausts, hardwood smoke and simulated downwind coal emissions driving non-cancer biological responses in rodents.

作者: Joe L. Mauderly , Steven K. Seilkop

DOI: 10.3109/08958378.2014.920440

关键词:

摘要: AbstractAn approach to identify causal components of complex air pollution mixtures was explored. Rats and mice were exposed by inhalation 6 h daily for 1 week or 6 months dilutions simulated downwind coal emissions, diesel gasoline exhausts wood smoke. Organ weights, hematology, serum chemistry, bronchoalveolar lavage, central vascular respiratory allergic responses measured. Multiple additive regression tree (MART) analysis the combined database ranked 45 exposure (predictor) variables importance models best fitting 47 significant responses. Single-predictor concentration-response data examined evidence single response functions across all groups. Replication influences two most important predictors tested. Statistical power limited inclusion only four mixtures, albeit in multiple concentrations each with particles removed some Results gave suggestive strong causatio...

参考文章(42)
Lianne Sheppard, Adam A. Szpiro, Matthew J. Campen, Sverre Vedal, Christopher D. Simpson, Timothy V. Larson, Paul D. Sampson, Jacob D. McDonald, National Particle Component Toxicity (NPACT) initiative report on cardiovascular effects. Research report (Health Effects Institute). pp. 5- 8 ,(2013)
James Franklin, The elements of statistical learning : data mining, inference,and prediction The Mathematical Intelligencer. ,vol. 27, pp. 83- 85 ,(2005) , 10.1007/BF02985802
Jerome H. Friedman, Greedy function approximation: A gradient boosting machine. Annals of Statistics. ,vol. 29, pp. 1189- 1232 ,(2001) , 10.1214/AOS/1013203451
D. LINN HOLNESS, JAMES T. PURDHAM, JAMES R. NETHERCOTT, Acute and Chronic Respiratory Effects of Occupational Exposure to Ammonia American Industrial Hygiene Association Journal. ,vol. 50, pp. 646- 650 ,(1989) , 10.1080/15298668991375308
Edward G. Barrett, Kimberly C. Day, Andrew P. Gigliotti, Matthew D. Reed, Jacob D. McDonald, Joe L. Mauderly, Steven K. Seilkop, Effects of simulated downwind coal combustion emissions on pre-existing allergic airway responses in mice Inhalation Toxicology. ,vol. 23, pp. 792- 804 ,(2011) , 10.3109/08958378.2011.609917
Brent A. Coull, Gregory A. Wellenius, Beatriz Gonzalez-Flecha, Edgar Diaz, Petros Koutrakis, John J. Godleski, The toxicological evaluation of realistic emissions of source aerosols study: statistical methods. Inhalation Toxicology. ,vol. 23, pp. 31- 41 ,(2011) , 10.3109/08958378.2010.566291
Jeremy A. Sarnat, Amit Marmur, Mitchel Klein, Eugene Kim, Armistead G. Russell, Stefanie E. Sarnat, James A. Mulholland, Philip K. Hopke, Paige E. Tolbert, Fine particle sources and cardiorespiratory morbidity: an application of chemical mass balance and factor analytical source-apportionment methods. Environmental Health Perspectives. ,vol. 116, pp. 459- 466 ,(2008) , 10.1289/EHP.10873
Jacob D. McDonald, Richard K. White, Edward B. Barr, Barbara Zielinska, Judith C. Chow, Eric Grosjean, Generation and Characterization of Hardwood Smoke Inhalation Exposure Atmospheres Aerosol Science and Technology. ,vol. 40, pp. 573- 584 ,(2006) , 10.1080/02786820600724378
Jennifer E. Zora, Stefanie Ebelt Sarnat, Amit U. Raysoni, Brent A. Johnson, Wen-Whai Li, Roby Greenwald, Fernando Holguin, Thomas H. Stock, Jeremy A. Sarnat, Associations between urban air pollution and pediatric asthma control in El Paso, Texas Science of The Total Environment. ,vol. 448, pp. 56- 65 ,(2013) , 10.1016/J.SCITOTENV.2012.11.067