Deposition of aerosol particles from a subway microenvironment in the human respiratory tract

Conventional subway systems are characterized by high particulate matter (PM) concentrations. To relate PM exposure to adverse health effects it is important to determine the dose of the inhaled particles in the human respiratory tract (HRT). Therefore, the total and regional doses of particles for a healthy adult male using the dosimetry model ExDoM in the subway system were estimated. The overall dose was determined using the average exposure PM2.5 concentrations obtained from an extensive campaign in the Barcelona subway system, including measurements on the platforms and inside the trains. Despite the lower PM2.5 concentrations inside the trains with respect to those on station platforms, the highest dose was observed inside the trains due to longer exposure time, evidencing the importance of the exposure period in the estimation of the particle dose. Overall, during a subway commuting travel, roughly 80% of the inhaled mass of subway PM2.5 was deposited in the HRT. The highest amount of the inhaled particles was deposited in the extrathoracic region (68%), whereas the deposition was much smaller in the tracheobronchial tree (4%) and alveolar–interstitial region (10%). Individual's daily exposure to PM2.5 and dose were estimated, considering a typical time-activity pattern of an adult male who lives in Barcelona and commutes by subway. While a subject typically spends approx. 3% of the day in the subway system, this microenvironment may account for up to 47% of the total PM2.5 daily dose. These results might be similarly high for other commuting modes due to the reported high PM exposure levels. The dose is mainly dependent on the particle size and exposure concentrations.

[1]  Luca Stabile,et al.  Influential parameters on particle exposure of pedestrians in urban microenvironments , 2011 .

[2]  Qi Zhang,et al.  Time- and size-resolved chemical composition of submicron particles in Pittsburgh: Implications for aerosol sources and processes , 2005 .

[3]  W. Bennett,et al.  Effect of body size on breathing pattern and fine-particle deposition in children. , 2004, Journal of applied physiology.

[4]  J D Wilson,et al.  Respiratory tract deposition of ultrafine particles in subjects with obstructive or restrictive lung disease. , 1990, Chest.

[5]  Lidia Morawska,et al.  A review of commuter exposure to ultrafine particles and its health effects , 2011 .

[6]  R. Williams,et al.  Influence of particle size on regional lung deposition--what evidence is there? , 2011, International journal of pharmaceutics.

[7]  Günter Oberdörster,et al.  Ultrafine particle deposition in subjects with asthma. , 2004, Environmental health perspectives.

[8]  Anna Ripoll,et al.  A travel mode comparison of commuters' exposures to air pollutants in Barcelona , 2012 .

[9]  G. Rudolf,et al.  Modelling and algebraic formulation of regional aerosol deposition in man , 1990 .

[10]  Michael T. Kleinman,et al.  Incidence and Apparent Health Significance of Brief Airborne Particle Excursions , 2000 .

[11]  W. Hofmann,et al.  Monte Carlo modeling of aerosol deposition in human lungs. Part I: Simulation of particle transport in a stochastic lung structure , 1990 .

[12]  Joakim Pagels,et al.  Size-Resolved Respiratory-Tract Deposition of Fine and Ultrafine Hydrophobic and Hygroscopic Aerosol Particles During Rest and Exercise , 2007, Inhalation toxicology.

[13]  F. Dominici,et al.  Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. , 2006, JAMA.

[14]  D. Broday,et al.  Asymmetric human lung morphology induce particle deposition variation , 2007 .

[15]  L. Morawska,et al.  Experimental study of the deposition of combustion aerosols in the human respiratory tract , 2005 .

[16]  U. de Faire,et al.  Blood markers of inflammation and coagulation and exposure to airborne particles in employees in the Stockholm underground , 2008, Occupational and Environmental Medicine.

[17]  Neil E. Klepeis,et al.  MODELING HUMAN EXPOSURE TO AIR POLLUTION , 2006 .

[18]  M Lippmann,et al.  Deposition, retention, and clearance of inhaled particles. , 1980, British journal of industrial medicine.

[19]  M. Minguillón,et al.  A new look at inhalable metalliferous airborne particles on rail subway platforms. , 2015, The Science of the total environment.

[20]  B. Brunekreef,et al.  Spatial variability of trace elements and sources for improved exposure assessment in Barcelona , 2014 .

[21]  L. Morawska,et al.  Health effects of daily airborne particle dose in children: direct association between personal dose and respiratory health effects. , 2013, Environmental pollution.

[22]  Juana Maria Delgado-Saborit,et al.  Emissions and indoor concentrations of particulate matter and its specific chemical components from cooking: A review , 2013 .

[23]  Robert Sturm,et al.  A computer model for the clearance of insoluble particles from the tracheobronchial tree of the human lung , 2007, Comput. Biol. Medicine.

[24]  A. Valavanidis,et al.  Airborne Particulate Matter and Human Health: Toxicological Assessment and Importance of Size and Composition of Particles for Oxidative Damage and Carcinogenic Mechanisms , 2008, Journal of environmental science and health. Part C, Environmental carcinogenesis & ecotoxicology reviews.

[25]  F. J. Miller,et al.  Airway Geometry Models of Children's Lungs for Use in Dosimetry Modeling , 2008, Inhalation toxicology.

[26]  W. Hofmann,et al.  Effect of particle mass size distribution on the deposition of aerosols in the human respiratory system , 2002 .

[27]  P G Georgopoulos,et al.  Integrated exposure and dose modeling and analysis system. 3. Deposition of inhaled particles in the human respiratory tract. , 2001, Environmental science & technology.

[28]  Erik Swietlicki,et al.  Measurement techniques for respiratory tract deposition of airborne nanoparticles: a critical review. , 2014, Journal of aerosol medicine and pulmonary drug delivery.

[29]  J Schwartz,et al.  Confounding and Effect Modification in the Short-Term Effects of Ambient Particles on Total Mortality: Results from 29 European Cities within the APHEA2 Project , 2001, Epidemiology.

[30]  M. Viana,et al.  Variability of levels and composition of PM 10 and PM 2.5 in the Barcelona metro system , 2012 .

[31]  Panos G Georgopoulos,et al.  From a Theoretical Framework of Human Exposure and Dose Assessment to Computational System Implementation: The Modeling ENvironment for TOtal Risk Studies (MENTOR) , 2006, Journal of toxicology and environmental health. Part B, Critical reviews.

[32]  Árpád Farkas,et al.  Lung burden and deposition distribution of inhaled atmospheric urban ultrafine particles as the first step in their health risk assessment , 2015 .

[33]  B O Stuart,et al.  Deposition and clearance of inhaled particles. , 1976, Environmental health perspectives.

[34]  Christos Housiadas,et al.  Particulate Matter Exposure and Dose Relationships Derived from Realistic Exposure Scenarios , 2008 .

[35]  Jakub Ondráček,et al.  Characterization of particulate matter concentrations during controlled indoor activities , 2010 .

[36]  J. Heyder,et al.  Intrapulmonary distribution of deposited particles. , 1999, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[37]  D. Dockery,et al.  Health Effects of Fine Particulate Air Pollution: Lines that Connect , 2006, Journal of the Air & Waste Management Association.

[38]  H. Yeh,et al.  Models of human lung airways and their application to inhaled particle deposition , 1980 .

[39]  Kaarle Hämeri,et al.  Indoor and outdoor particle size characterization at a family house in Espoo-Finland , 2005 .

[40]  Minghua Zhang,et al.  Simulations of midlatitude frontal clouds by single-column and cloud--resolving models during the Atmospheric Radiation Measurement March 2000 cloud intensive operational period , 2005 .

[41]  David Briggs,et al.  Personal exposure to particulate air pollution in transport microenvironments , 2004 .

[42]  Paul J. Catalano,et al.  Relative contribution of outdoor and indoor particle sources to indoor concentrations , 2000 .

[43]  B. Asgharian,et al.  A Model of Deposition of Hygroscopic Particles in the Human Lung , 2004 .

[44]  J. Heyder,et al.  Deposition of inhaled particles in the human respiratory tract and consequences for regional targeting in respiratory drug delivery. , 2004, Proceedings of the American Thoracic Society.

[45]  D. Mitrakos,et al.  A simple mechanistic model of deposition of water-soluble aerosol particles in the mouth and throat. , 2007, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[46]  H. Wichmann,et al.  Does respiratory health contribute to the effects of long-term air pollution exposure on cardiovascular mortality? , 2007, Respiratory research.

[47]  A. Afshari,et al.  Characterization of indoor sources of fine and ultrafine particles: a study conducted in a full-scale chamber. , 2005, Indoor air.

[48]  J. Sarnat,et al.  Continuous Measurements of Ambient Particle Deposition in Human Subjects , 2004 .

[49]  Armistead G Russell,et al.  A focus on particulate matter and health. , 2009, Environmental science & technology.

[50]  Günter Oberdörster,et al.  Ultrafine Particle Deposition in Humans During Rest and Exercise , 2003, Inhalation toxicology.

[51]  V. Aleksandropoulou,et al.  Development and application of a model (ExDoM) for calculating the respiratory tract dose and retention of particles under variable exposure conditions , 2013, Air Quality, Atmosphere & Health.

[52]  Bahman Asgharian,et al.  Deposition of Ultrafine (NANO) Particles in the Human Lung , 2007, Inhalation toxicology.

[53]  T. Sandström,et al.  Deposition of Biomass Combustion Aerosol Particles in the Human Respiratory Tract , 2008, Inhalation toxicology.

[54]  W. Hofmann,et al.  Modelling inhaled particle deposition in the human lung—A review , 2011 .

[55]  Kerrie Mengersen,et al.  Characteristics of airborne particles and the factors affecting them at bus stations , 2011 .

[56]  X. Basagaña,et al.  Personal, indoor and outdoor air pollution levels among pregnant women , 2013 .

[57]  Mihalis Lazaridis,et al.  Development and application of a dosimetry model (ExDoM2) for calculating internal dose of specific particle-bound metals in the human body , 2015, Inhalation toxicology.

[58]  Vânia Martins,et al.  Origin of inorganic and organic components of PM2.5 in subway stations of Barcelona, Spain. , 2016, Environmental pollution.

[59]  Lidia Morawska,et al.  Indoor environment : airborne particles and settled dust , 2003 .

[60]  E. Dahlin,et al.  Physico-chemical characterization of indoor/outdoor particulate matter in two residential houses in Oslo, Norway: measurements overview and physical properties--URBAN-AEROSOL Project. , 2006, Indoor air.

[61]  M. Ketzel,et al.  Experimentally determined human respiratory tract deposition of airborne particles at a busy street. , 2009, Environmental science & technology.

[62]  F. J. Miller,et al.  Modeling age-related particle deposition in humans. , 2004, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[63]  R. Colvile,et al.  Levels of particulate air pollution, its elemental composition, determinants and health effects in metro systems , 2007 .

[64]  Payam Dadvand,et al.  Source apportionment of indoor, outdoor and personal PM2.5 exposure of pregnant women in Barcelona, Spain , 2012 .

[65]  Per Gustavsson,et al.  Incidence of lung cancer among subway drivers in Stockholm. , 2008, American journal of industrial medicine.

[66]  Sophie Lanone,et al.  Biological effects of particles from the paris subway system. , 2007, Chemical research in toxicology.

[67]  Kerrie Mengersen,et al.  Characteristics of particle number and mass concentrations in residential houses in Brisbane, Australia , 2003 .

[68]  H. Karlsson,et al.  Comparison of genotoxic and inflammatory effects of particles generated by wood combustion, a road simulator and collected from street and subway. , 2006, Toxicology letters.

[69]  Khan Alam,et al.  Lung deposition predictions of airborne particles and the emergence of contemporary diseases Part-I , 2011 .

[70]  J. Heyder,et al.  Mathematical models of particle deposition in the human respiratory tract , 1984 .

[71]  Yifang Zhu,et al.  Particle Deposition in Respiratory Tracts of School-Aged Children , 2014 .

[72]  P. Koutrakis,et al.  Characterization of indoor particle sources: A study conducted in the metropolitan Boston area. , 1999, Environmental health perspectives.

[73]  C. Kim,et al.  Comparative measurement of lung deposition of inhaled fine particles in normal subjects and patients with obstructive airway disease. , 1997, American journal of respiratory and critical care medicine.

[74]  Vânia Martins,et al.  Exposure to airborne particulate matter in the subway system. , 2015, The Science of the total environment.

[75]  Kaarle Hämeri,et al.  Particle size characterization and emission rates during indoor activities in a house , 2006 .

[76]  Icrp Human Respiratory Tract Model for Radiological Protection , 1994 .

[77]  A Seaton,et al.  The London Underground: dust and hazards to health , 2005, Occupational and Environmental Medicine.