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1.
AAPS PharmSciTech ; 19(5): 2335-2345, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29858973

ABSTRACT

The performance of pressurized metered dose inhalers (MDIs) is affected by formulation and device variables that impact delivered dose, aerodynamic particle size distribution, and consequently lung deposition and therapeutic effect. Specific formulation variables of relevance to two commercially available products-Proventil® HFA [albuterol sulfate (AS) suspension] and Qvar® [beclomethasone dipropionate (BDP) solution]-were evaluated to determine their influence on key performance attributes measured experimentally with in vitro cascade impaction studies. These commercial MDIs, utilized as model systems, provided mid-points for a design of experiments (DoE) plan to manufacture multiple suspension and solution MDI formulations. The experimental results were utilized as input variables in a computational dosimetry model to predict the effects of MDI formulation variables on lung deposition. For the BDP solution DoE MDIs, increased concentrations of surfactant oleic acid (0-2% w/w) increased lung deposition from 24 to 46%, whereas changes in concentration of the cosolvent ethanol (7-9% w/w) had no effect on lung deposition. For the AS suspension DoE MDIs, changes in oleic acid concentration (0.005-0.25% w/w) did not have significant effects on lung deposition, whereas lung deposition decreased from 48 to 26% as ethanol concentration increased from 2 to 20% w/w, and changes in micronized drug volumetric median particle size distribution (X50, 1.4-2.5 µm) increased deposition in the tracheobronchial airways from 5 to 11%. A direct correlation was observed between fine particle fraction and predicted lung deposition. These results demonstrate the value of using dosimetry models to further explore relationships between performance variables and lung deposition.


Subject(s)
Albuterol/chemistry , Anti-Inflammatory Agents/chemistry , Beclomethasone/chemistry , Bronchodilator Agents/chemistry , Lung , Metered Dose Inhalers , Administration, Inhalation , Aerosols/chemistry , Aerosols/metabolism , Albuterol/metabolism , Anti-Inflammatory Agents/metabolism , Beclomethasone/metabolism , Bronchodilator Agents/metabolism , Drug Compounding , Particle Size , Suspensions/chemistry , Suspensions/metabolism
2.
J Aerosol Med Pulm Drug Deliv ; 29(1): 46-56, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26066089

ABSTRACT

BACKGROUND: There are methodological ambiguities in the literature on mesh refinement analysis for computational fluid dynamics (CFD) modeling of physiologically realistic airflow dynamics and particle transport in the human sinonasal cavity. To investigate grid independence in discretization of the (sino)nasal geometry, researchers have considered CFD variables such as pressure drop, velocity profile, wall shear, airflow, and particle deposition fractions. Standardization in nasal geometry is also lacking: unilateral or bilateral nasal cavities with and without paranasal sinuses have been used. These methodological variants have led to inconsistencies in establishing grid-independent mesh densities. The aim of this study is to provide important insight in the role of mesh refinement analysis on airflow and particle deposition in sinonasal airway modeling. METHODS: A three-dimensional reconstruction of the complete sinonasal cavity was created from computed tomography images of a subject who had functional endoscopic sinus surgery. To investigate airflow grid independence, nine different tetrahedral mesh densities were generated. For particle transport mesh refinement analysis, hybrid tetrahedral-prism elements with near-wall prisms ranging from 1 to 6 layers were implemented. Steady-state, laminar inspiratory airflow simulations under physiologic pressure-driven conditions and nebulized particle transport simulations were performed with particle sizes ranging from 1-20 µm. RESULTS: Mesh independence for sinonasal airflow was achieved with approximately 4 million unstructured tetrahedral elements. The hybrid mesh containing 4 million tetrahedral cells with three prism layers demonstrated asymptotic behavior for sinonasal particle deposition. Inclusion of boundary prism layers reduced deposition fractions relative to tetrahedral-only meshes. CONCLUSIONS: To ensure numerically accurate simulation results, mesh refinement analyses should be performed for both airflow and particle transport simulations. Tetrahedral-only meshes overpredict particle deposition and are less accurate than hybrid tetrahedral-prism meshes.

3.
Inhal Toxicol ; 27(8): 394-403, 2015.
Article in English | MEDLINE | ID: mdl-26194036

ABSTRACT

CONTEXT: Inhaled nanoparticles can migrate to the brain via the olfactory bulb, as demonstrated in experiments in several animal species. This route of exposure may be the mechanism behind the correlation between air pollution and human neurodegenerative diseases, including Alzheimer's disease and Parkinson's disease. OBJECTIVES: This article aims to (i) estimate the dose of inhaled nanoparticles that deposit in the human olfactory epithelium during nasal breathing at rest and (ii) compare the olfactory dose in humans with our earlier dose estimates for rats. MATERIALS AND METHODS: An anatomically-accurate model of the human nasal cavity was developed based on computed tomography scans. The deposition of 1-100 nm particles in the whole nasal cavity and its olfactory region were estimated via computational fluid dynamics (CFD) simulations. Our CFD methods were validated by comparing our numerical predictions for whole-nose deposition with experimental data and previous CFD studies in the literature. RESULTS: In humans, olfactory dose of inhaled nanoparticles is highest for 1-2 nm particles with ∼1% of inhaled particles depositing in the olfactory region. As particle size grows to 100 nm, olfactory deposition decreases to 0.01% of inhaled particles. DISCUSSION AND CONCLUSION: Our results suggest that the percentage of inhaled particles that deposit in the olfactory region is lower in humans than in rats. However, olfactory dose per unit surface area is estimated to be higher in humans in the 1--7 nm size range due to the larger inhalation rate in humans. These dose estimates are important for risk assessment and dose-response studies investigating the neurotoxicity of inhaled nanoparticles.


Subject(s)
Inhalation Exposure , Nanoparticles/chemistry , Olfactory Mucosa/drug effects , Adult , Animals , Computer Simulation , Disease Models, Animal , Female , Humans , Hydrodynamics , Male , Middle Aged , Models, Anatomic , Nasal Cavity/drug effects , Nasal Cavity/metabolism , Nose , Olfactory Bulb/drug effects , Olfactory Bulb/metabolism , Olfactory Mucosa/metabolism , Particle Size , Rats , Rats, Inbred F344 , Reproducibility of Results
4.
J Aerosol Med Pulm Drug Deliv ; 28(1): 20-9, 2015 Feb.
Article in English | MEDLINE | ID: mdl-24580111

ABSTRACT

BACKGROUND: Knowledge of the regional deposition of inhaled particles in the nose is important for drug delivery and assessment of the toxicity of inhaled materials. In this study, computational fluid dynamics (CFD) predictions and experimental measurements in a nasal replica cast were used to study regional deposition of inhaled microparticles. METHODS: The replica cast was sectioned into six regions of interest based on nasal anatomy: the nasal vestibule, nasal valve, anterior turbinates, olfactory region, turbinates, and nasopharynx. Monodisperse fluorescein particles with aerodynamic diameters of 2.6-14.3 µm were passed through the assembled cast in the presence of steady inspiratory airflow at 15 L/min. After each experiment, the cast was disassembled and the deposited fluorescein in each region was washed out and quantified with fluorescence spectrometry. A nasal CFD model was developed from the same magnetic resonance imaging scans that were used to construct the replica cast. Steady-state inspiratory airflow and particle deposition calculations were conducted in the CFD model using Fluent(™) at flow rates producing Stokes numbers comparable to experimental conditions. RESULTS: Total and regional particle deposition predictions from the CFD model were compared with experimental measurements from the replica cast. Overall, good agreement was observed between CFD predictions and experimental measurements with similar deposition trends in each region of interest. CFD predictions in central nasal regions demonstrated well-defined maximum values of 15%, 7%, and 12% in the anterior turbinates, olfactory, and turbinates regions, respectively, at particle sizes of 10-11 µm. CONCLUSIONS: These results demonstrate the use of a sectioned nasal CFD model based on anatomical regions of interest for nasal drug delivery to elucidate patterns of regional deposition within a human nasal cavity.


Subject(s)
Computer Simulation , Fluorescein/administration & dosage , Fluorescent Dyes/administration & dosage , Models, Anatomic , Nose/anatomy & histology , Administration, Inhalation , Aerosols , Fluorescein/chemistry , Fluorescent Dyes/chemistry , Humans , Magnetic Resonance Imaging , Male , Motion , Particle Size , Pressure , Spectrometry, Fluorescence
5.
Inhal Toxicol ; 26(9): 524-44, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25055841

ABSTRACT

While inhalation toxicological studies of various compounds have been conducted using a number of different strains of rats, mechanistic dosimetry models have only had tracheobronchial (TB) structural data for Long-Evans rats, detailed morphometric data on the alveolar region of Sprague-Dawley rats and limited alveolar data on other strains. Based upon CT imaging data for two male Sprague-Dawley rats, a 15-generation, symmetric typical path model was developed for the TB region. Literature data for the alveolar region of Sprague-Dawley rats were analyzed to develop an eight-generation model, and the two regions were joined to provide a complete lower respiratory tract model for Sprague-Dawley rats. The resulting lung model was used to examine particle deposition in Sprague-Dawley rats and to compare these results with predicted deposition in Long-Evans rats. Relationships of various physiologic variables and lung volumes were either developed in this study or extracted from the literature to provide the necessary input data for examining particle deposition. While the lengths, diameters and branching angles of the TB airways differed between the two Sprague-Dawley rats, the predicted deposition patterns in the three major respiratory tract regions were very similar. Between Sprague-Dawley and Long-Evans rats, significant differences in TB and alveolar predicted deposition fractions were observed over a wide range of particle sizes, with TB deposition fractions being up to 3- to 4-fold greater in Sprague-Dawley rats and alveolar deposition being significantly greater in Long-Evans rats. Thus, strain-specific lung geometry models should be used for particle deposition calculations and interspecies dose comparisons.


Subject(s)
Models, Biological , Particulate Matter/pharmacokinetics , Respiratory Physiological Phenomena , Respiratory System/anatomy & histology , Administration, Inhalation , Animals , Inhalation Exposure , Male , Models, Animal , Particle Size , Rats , Rats, Long-Evans , Rats, Sprague-Dawley , Respiratory System/metabolism
6.
Toxicol Sci ; 138(2): 412-24, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24385418

ABSTRACT

Formaldehyde is a nasal carcinogen in rodents at high doses and is an endogenous compound that is present in all living cells. Due to its high solubility and reactivity, quantitative risk estimates for inhaled formaldehyde have relied on internal dose estimates in the upper respiratory tract. Dosimetry calculations are complicated by the presence of endogenous formaldehyde concentrations in the respiratory mucosa. Anatomically accurate computational fluid dynamics (CFD) models of the rat, monkey, and human nasal passages were used to simulate uptake of inhaled formaldehyde. An epithelial structure was implemented in the nasal CFD models to estimate formaldehyde absorption from air:tissue partitioning, species-specific metabolism, first-order clearance, DNA binding, and endogenous formaldehyde production. At an exposure concentration of 1 ppm, predicted formaldehyde nasal uptake was 99.4, 86.5, and 85.3% in the rat, monkey, and human, respectively. Endogenous formaldehyde in nasal tissues did not significantly affect wall mass flux or nasal uptake predictions at exposure concentrations > 500 ppb; however, reduced nasal uptake was predicted at lower exposure concentrations. At an exposure concentration of 1 ppb, predicted nasal uptake was 17.5 and 42.8% in the rat and monkey; net desorption of formaldehyde was predicted in the human model. The nonlinear behavior of formaldehyde nasal absorption will affect the dose-response analysis and subsequent risk estimates at low exposure concentrations. Updated surface area partitioning of nonsquamous epithelium and average flux values in regions where DNA-protein cross-links and cell proliferation rates were measured in rats and monkeys are reported for use in formaldehyde risk models of carcinogenesis.


Subject(s)
Carcinogens/toxicity , Formaldehyde/toxicity , Inhalation Exposure/analysis , Models, Biological , Nasal Mucosa/drug effects , Nasal Mucosa/metabolism , Animals , Carcinogens/metabolism , Computational Biology/methods , DNA Adducts/metabolism , Dose-Response Relationship, Drug , Formaldehyde/metabolism , Humans , Inhalation Exposure/adverse effects , Macaca mulatta , Models, Anatomic , Nasal Cavity/anatomy & histology , Predictive Value of Tests , Rats , Rats, Inbred F344 , Species Specificity
7.
Inhal Toxicol ; 25(12): 691-701, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24102469

ABSTRACT

Anatomically accurate computational fluid dynamics (CFD) models of the nasal passages of an infant (6 months old, 1.3 kg) and adult (7 years old, 11.9 kg) rhesus monkey were used to predict nasal deposition of inhaled nano- and microparticles. Steady-state, inspiratory airflow simulations were conducted at flow rates equal to 100, 200 and 300% of the estimated minute volume for resting breathing in each model. Particle transport and deposition simulations were conducted using the Lagrangian method to track the motion of inhaled particles. Nasal deposition fractions were higher in the infant model than the adult model at equivalent physiologic flow rates. Deposition curves collapsed when differences in nasal geometry were accounted for by plotting microparticle deposition versus the Stokes number and nanoparticle deposition as a function of the Schmidt number and diffusion parameter. Particle deposition was also quantified on major nasal epithelial types. Maximum olfactory deposition ranged from 5 to 14% for 1-2 nm particles in the adult and infant models, depending on flow rate. For these particle sizes, deposition on respiratory/transitional epithelia ranged from 40 to 50%. Increased deposition was also predicted for olfactory and respiratory/transitional epithelia for particle sizes >5 µm in the infant model and >8 µm in the adult model. Semi-empirical curves were developed based on the CFD simulation results to allow for simplified calculations of age-based deposition in the rhesus monkey nasal passages that can be implemented into lung dosimetry models.


Subject(s)
Models, Biological , Nanoparticles , Nasal Cavity/metabolism , Nasal Mucosa/metabolism , Administration, Inhalation , Animals , Computer Simulation , Hydrodynamics , Macaca mulatta , Male
8.
Inhal Toxicol ; 25(3): 168-77, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23421488

ABSTRACT

Hexamethylene diisocyanate (HDI) is a reactive chemical used in the commercial production of polyurethanes. Toxic effects in rodents exposed to HDI vapor primarily occur in the nasal passages, yet some individuals exposed occupationally to concentrations exceeding current regulatory limits may experience temporary reduction in lung function and asthma-like symptoms. Knowledge of interspecies differences in respiratory tract dosimetry of inhaled HDI would improve our understanding of human health risks to this compound. HDI uptake was measured in the upper respiratory tract of anesthetized Fischer-344 rats. Nasal uptake of HDI was >90% in rats at unidirectional flow rates of 150 and 300 ml/min and a target air concentration of 200 ppb. Uptake data was used to calibrate nasal and lung dosimetry models of HDI absorption in rats and humans. Computational fluid dynamics (CFD) models of the nasal passages were used to simulate inspiratory airflow and HDI absorption. Transport of HDI through lung airways was simulated using convection-diffusion based mass transport models. HDI nasal uptake of 90% and 78% was predicted using the rat and human nasal CFD models, respectively. Total respiratory tract uptake was estimated to be 99% in rats and 97% in humans under nasal breathing. Predicted human respiratory uptake decreased to 87% under oral breathing conditions. Absorption rates of inhaled HDI in human lung airways were estimated to be higher than the rat due to lower uptake in head airways. Model predictions demonstrated significant penetration of HDI to human bronchial airways, although absorption rates were sensitive to breathing style.


Subject(s)
Air Pollutants, Occupational/toxicity , Cyanates/toxicity , Lung/drug effects , Respiratory Mucosa/drug effects , Air Pollutants, Occupational/pharmacokinetics , Animals , Cyanates/pharmacokinetics , Dose-Response Relationship, Drug , Humans , Inhalation Exposure , Isocyanates , Lung/metabolism , Lung/pathology , Male , Models, Biological , Rats , Rats, Inbred F344 , Respiratory Mucosa/metabolism , Species Specificity , Volatilization
9.
Toxicol Sci ; 129(2): 432-46, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22723044

ABSTRACT

Manganese (Mn) is an essential element that is neurotoxic under certain exposure conditions. Monkeys and humans exposed to Mn develop similar neurological effects; thus, an improved understanding of the dose-response relationship seen in nonhuman primates could inform the human health risk assessment for this essential metal. A previous analysis of this dose-response relationship in experimental animals (Gwiazda, R., Lucchini, R., and Smith, D., 2007, Adequacy and consistency of animal studies to evaluate the neurotoxicity of chronic low-level manganese exposure in humans, J. Toxicol. Environ. Health Part A 70, 594-605.) relied on estimates of cumulative intake of Mn as the sole measure for comparison across studies with different doses, durations, and exposure routes. In this study, a physiologically based pharmacokinetic model that accurately accounts for the dose dependencies of Mn distribution was used to estimate increases in brain Mn concentrations in monkeys following Mn exposure. Experimental studies evaluated in the analysis included exposures by inhalation, oral, iv, ip, and sc dose routes, and spanned durations ranging from several weeks to over 2 years. This analysis confirms that the dose-response relationship for the neurotoxic effects of Mn in monkeys is independent of exposure route and supports the use of target tissue Mn concentration or cumulative target tissue Mn as the appropriate dose metric for these comparisons. These results also provide strong evidence of a dose-dependent transition in the mode of action for the neurological effects of Mn that needs to be considered in risk assessments for this essential metal.


Subject(s)
Manganese/pharmacokinetics , Models, Biological , Animals , Cebus , Dose-Response Relationship, Drug , Risk Assessment
10.
J Toxicol ; 2012: 791431, 2012.
Article in English | MEDLINE | ID: mdl-22645610

ABSTRACT

Recently, a variety of physiologically based pharmacokinetic (PBPK) models have been developed for the essential element manganese. This paper reviews the development of PBPK models (e.g., adult, pregnant, lactating, and neonatal rats, nonhuman primates, and adult, pregnant, lactating, and neonatal humans) and relevant risk assessment applications. Each PBPK model incorporates critical features including dose-dependent saturable tissue capacities and asymmetrical diffusional flux of manganese into brain and other tissues. Varied influx and efflux diffusion rate and binding constants for different brain regions account for the differential increases in regional brain manganese concentrations observed experimentally. We also present novel PBPK simulations to predict manganese tissue concentrations in fetal, neonatal, pregnant, or aged individuals, as well as individuals with liver disease or chronic manganese inhalation. The results of these simulations could help guide risk assessors in the application of uncertainty factors as they establish exposure guidelines for the general public or workers.

11.
Toxicol Sci ; 127(2): 463-73, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22430073

ABSTRACT

In order to obtain more insight into the tissue distribution, accumulation, and elimination of cerium oxide nanoparticles after inhalation exposure, blood and tissue kinetics were investigated during and after a 28-day inhalation study in rats with micro- and nanocerium oxide particles (nominal primary particle size: < 5000, 40, and 5-10 nm). Powder aerosolization resulted in comparable mass median aerodynamic diameter (1.40, 1.17, and 1.02 µm). After single exposure, approximately 10% of the inhaled dose was measured in lung tissue, as was also estimated by a multiple path particle dosimetry model (MPPD). Though small differences in pulmonary deposition efficiencies of cerium oxide were observed, no consistent differences in pulmonary deposition between the micro- and nanoparticles were observed. Each cerium oxide sample was also distributed to tissues other than lung after a single 6-h exposure, such as liver, kidney, and spleen and also brain, testis, and epididymis. No clear particle size-dependent effect on extrapulmonary tissue distribution was observed. Repeated exposure to cerium oxide resulted in significant accumulation of the particles in the (extra)pulmonary tissues. In addition, tissue clearance was shown to be slow, and, overall, insignificant amounts of cerium oxide were eliminated from the body at 48- to 72-h post-exposure. In conclusion, no clear effect of the primary particle size or surface area on pulmonary deposition and extrapulmonary tissue distribution could be demonstrated. This is most likely explained by similar aerodynamic diameter of the cerium oxide particles in air because of the formation of aggregates and irrespective possible differences in surface characteristics. The implications of the accumulation of cerium oxide particles for systemic toxicological effects after repeated chronic exposure via ambient air are significant and require further exploration.


Subject(s)
Cerium/pharmacokinetics , Inhalation Exposure , Metal Nanoparticles , Aerosols , Animals , Cerium/blood , Cerium/toxicity , Lung/metabolism , Male , Models, Biological , Particle Size , Powders , Rats , Rats, Wistar , Tissue Distribution
12.
Toxicol Sci ; 122(2): 297-316, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21622944

ABSTRACT

Concerns for potential vulnerability to manganese (Mn) neurotoxicity during fetal and neonatal development have been raised due to increased needs for Mn for normal growth, different sources of exposure to Mn, and pharmacokinetic differences between the young and adults. A physiologically based pharmacokinetic (PBPK) model for Mn during human gestation and lactation was developed to predict Mn in fetal and neonatal brain using a parallelogram approach based upon extrapolation across life stages in rats and cross-species extrapolation to humans. Based on the rodent modeling, key physiological processes controlling Mn kinetics during gestation and lactation were incorporated, including alterations in Mn uptake, excretion, tissue-specific distributions, and placental and lactational transfer of Mn. Parameters for Mn kinetics were estimated based on human Mn data for milk, placenta, and fetal/neonatal tissues, along with allometric scaling from the human adult model. The model was evaluated by comparison with published Mn levels in cord blood, milk, and infant blood. Maternal Mn homeostasis during pregnancy and lactation, placenta and milk Mn, and fetal/neonatal tissue Mn were simulated for normal dietary intake and with inhalation exposure to environmental Mn. Model predictions indicate similar or lower internal exposures to Mn in the brains of fetus/neonate compared with the adult at or above typical environmental air Mn concentrations. This PBPK approach can assess expected Mn tissue concentration during early life and compares contributions of different Mn sources, such as breast or cow milk, formula, food, drinking water, and inhalation, with tissue concentration.


Subject(s)
Fetus/drug effects , Manganese/pharmacokinetics , Manganese/toxicity , Milk, Human/chemistry , Models, Biological , Adult , Animals , Child, Preschool , Female , Fetus/metabolism , Homeostasis , Humans , Infant , Inhalation Exposure , Lactation , Male , Manganese/blood , Maternal Exposure , Pregnancy , Prenatal Exposure Delayed Effects , Rats , Tissue Distribution
13.
J Aerosol Sci ; 42(1): 52-63, 2011 Jan 01.
Article in English | MEDLINE | ID: mdl-21339833

ABSTRACT

Computational fluid dynamics (CFD) predictions of inertial particle deposition have not compared well with data from nasal replicas due to effects of surface texture and the resolution of tomographic images. To study effects of geometric differences between CFD models and nasal replicas, nasal CFD models with different levels of surface smoothness were reconstructed from the same MRI data used to construct the nasal replica used by Kelly et al. (2004) [Aerosol Sci. Technol. 38:1063-1071]. One CFD model in particular was reconstructed without any surface smoothing to preserve the detailed topology present in the nasal replica. Steady-state inspiratory airflow and Lagrangian particle tracking were simulated using Fluent software. Particle deposition estimates from the smoother models under-predicted nasal deposition from replica casts, which was consistent with previous findings. These discrepancies were overcome by including surface artifacts that were not present in the reduced models and by plotting deposition efficiency versus the Stokes number, where the characteristic diameter was defined in terms of the pressure-flow relationship to account for changes in airflow resistance due to wall roughness. These results indicate that even slight geometric differences have significant effects on nasal deposition and that this information should be taken into account when comparing particle deposition data from CFD models with experimental data from nasal replica casts.

14.
Toxicol Sci ; 120(2): 481-98, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21205636

ABSTRACT

Manganese (Mn) is an essential nutrient with the capacity for toxicity from excessive exposure. Accumulation of Mn in the striatum, globus pallidus, and other midbrain regions is associated with neurotoxicity following high-dose Mn inhalation. Physiologically based pharmacokinetic (PBPK) models for ingested and inhaled Mn in rats and nonhuman primates were previously developed. The models contained saturable Mn tissue-binding capacities, preferential fluxes of Mn in specific tissues, and homeostatic control processes such as inducible biliary excretion of Mn. In this study, a nonhuman primate model was scaled to humans and was further extended to include iv, ip, and sc exposure routes so that past studies regarding radiolabeled carrier-free (54)MnCl(2) tracer kinetics could be evaluated. Simulation results accurately recapitulated the biphasic elimination behavior for all exposure routes. The PBPK models also provided consistent cross-species descriptions of Mn tracer kinetics across multiple exposure routes. These results indicate that PBPK models can accurately simulate the overall kinetic behavior of Mn and predict conditions where exposures will increase free Mn in various tissues throughout the body. Simulations with the human model indicate that globus pallidus Mn concentrations are unaffected by air concentrations < 10 µg/m(3) Mn. The use of this human Mn PBPK model can become a key component of future human health risk assessment of Mn, allowing the consideration of various exposure routes, natural tissue background levels, and homeostatic controls to explore exposure conditions that lead to increased target tissue levels resulting from Mn overexposure.


Subject(s)
Manganese Compounds/pharmacokinetics , Models, Biological , Physiology , Administration, Oral , Adult , Animals , Humans , Inhalation Exposure , Injections , Macaca mulatta , Metabolic Clearance Rate , Organ Specificity , Radioisotopes , Species Specificity , Time Factors , Tissue Distribution
15.
Inhal Toxicol ; 22(4): 277-86, 2010 Mar.
Article in English | MEDLINE | ID: mdl-20064104

ABSTRACT

Human exposure to hydrogen sulfide (H(2)S) gas occurs from natural and industrial sources and can result in dose-related neurological, respiratory, and cardiovascular effects. Olfactory neuronal loss in H(2)S-exposed rats has been used to develop occupational and environmental exposure limits. Using nasal computational fluid dynamics (CFD) models, a correlation was found between wall mass flux and olfactory neuronal loss in rodents, suggesting an influence of airflow patterns on lesion locations that may affect interspecies extrapolation of inhaled dose. Human nasal anatomy varies considerably within a population, potentially affecting airflow patterns and dosimetry of inhaled gases. This study investigates interhuman variability of H(2)S nasal dosimetry using anatomically accurate CFD models of the nasal passages of five adults and two children generated from magnetic resonance imaging (MRI) or computed tomography (CT) scan data. Using allometrically equivalent breathing rates, steady-state inspiratory airflow and H(2)S uptake were simulated. Approximate locations of olfactory epithelium were mapped in each model to compare air:tissue flux in the olfactory region among individuals. The fraction of total airflow to the olfactory region ranged from 2% to 16%. Despite this wide range in olfactory airflow, H(2)S dosimetry in the olfactory region was predicted to be similar among individuals. Differences in the 99 th percentile and average flux values were <1.2-fold at inhaled concentrations of 1, 5, and 10 ppm. These preliminary results suggest that differences in nasal anatomy and ventilation among adults and children do not have a significant effect on H(2)S dosimetry in the olfactory region.


Subject(s)
Air Pollutants/toxicity , Hydrogen Sulfide/toxicity , Nose/anatomy & histology , Adult , Air Pollutants/analysis , Algorithms , Child , Cohort Studies , Computer Simulation , Dose-Response Relationship, Drug , Humans , Hydrogen Sulfide/analysis , Image Processing, Computer-Assisted , Kinetics , Magnetic Resonance Imaging , Models, Statistical , Nasal Mucosa/pathology , Olfactory Mucosa/anatomy & histology , Olfactory Mucosa/physiology , Respiratory Mechanics/physiology
16.
Inhal Toxicol ; 21(7): 607-18, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19459775

ABSTRACT

Certain inhaled chemicals, such as reactive, water-soluble gases, are readily absorbed by the nasal mucosa upon inhalation and may cause damage to the nasal epithelium. Comparisons of the spatial distribution of nasal lesions in laboratory animals exposed to formaldehyde with gas uptake rates predicted by computational models reveal that lesions usually occur in regions of the susceptible epithelium where gas absorption is highest. Since the uptake patterns are influenced by air currents in the nose, interindividual variability in nasal anatomy and ventilation rates due to age, body size, and gender will affect the patterns of gas absorption in humans, potentially putting some age groups at higher risk when exposed to toxic gases. In this study, interhuman variability in the nasal dosimetry of reactive, water-soluble gases was investigated by means of computational fluid dynamics (CFD) models in 5 adults and 2 children, aged 7 and 8 years old. Airflow patterns were investigated for allometrically scaled inhalation rates corresponding to resting breathing. The spatial distribution of uptake at the airway walls was predicted to be nonuniform, with most of the gas being absorbed in the anterior portion of the nasal passages. Under the conditions of these simulations, interhuman variability in dose to the whole nose (mass per time per nasal surface area) due to differences in anatomy and ventilation was predicted to be 1.6-fold among the 7 individuals studied. Children and adults displayed very similar patterns of nasal gas uptake; no significant differences were noted between the two age groups.


Subject(s)
Gases/administration & dosage , Gases/chemistry , Nasal Cavity/drug effects , Water/chemistry , Administration, Inhalation , Adult , Child , Dose-Response Relationship, Drug , Female , Humans , Male , Middle Aged , Nasal Cavity/anatomy & histology , Nasal Cavity/physiology , Nasal Mucosa/anatomy & histology , Nasal Mucosa/drug effects , Nasal Mucosa/physiology , Solubility/drug effects
18.
Inhal Toxicol ; 20(3): 217-25, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18300044

ABSTRACT

An improved understanding of the relationship between inspired concentration of the potent nasal toxicant acrolein and delivered dose is needed to support quantitative risk assessments. The uptake efficiency (UE) of 0.6, 1.8, or 3.6 ppm acrolein was measured in the isolated upper respiratory tract (URT) of anesthetized naive rats under constant-velocity unidirectional inspiratory flow rates of 100 or 300 ml/min for up to 80 min. An additional group of animals was exposed to 0.6 or 1.8 ppm acrolein, 6 h/day, 5 days/wk, for 14 days prior to performing nasal uptake studies (with 1.8 or 3.6 ppm acrolein) at a 100 ml/min airflow rate. Olfactory and respiratory glutathione (GSH) concentrations were also evaluated in naive and acrolein-preexposed rats. Acrolein UE in naive animals was dependent on the concentration of inspired acrolein, airflow rate, and duration of exposure, with increased UE occurring with lower acrolein exposure concentrations. A statistically significant decline in UE occurred during the exposures. Exposure to acrolein vapor resulted in reduced respiratory epithelial GSH concentrations. In acrolein-preexposed animals, URT acrolein UE was also dependent on the acrolein concentration used prior to the uptake exposure, with preexposed rats having higher UE than their naive counterparts. Despite having increased acrolein UE, GSH concentrations in the respiratory epithelium of acrolein preexposed rats were higher at the end of the 80 min acrolein uptake experiment than their in naive rat counterparts, suggesting that an adaptive response in GSH metabolism occurred following acrolein preexposure.


Subject(s)
Acrolein/pharmacokinetics , Air Pollutants/pharmacokinetics , Nasal Cavity/metabolism , Animals , Dose-Response Relationship, Drug , Drug Administration Schedule , Glutathione/metabolism , Inhalation Exposure , Lung/metabolism , Male , Rats , Rats, Inbred F344 , Respiratory Mucosa/metabolism
19.
Inhal Toxicol ; 20(3): 227-43, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18300045

ABSTRACT

Acrolein is a highly soluble and reactive aldehyde and is a potent upper-respiratory-tract irritant. Acrolein-induced nasal lesions in rodents include olfactory epithelial atrophy and inflammation, epithelial hyperplasia, and squamous metaplasia of the respiratory epithelium. Nasal uptake of inhaled acrolein in rats is moderate to high, and depends on inspiratory flow rate, exposure duration, and concentration. In this study, anatomically accurate three-dimensional computational fluid dynamics (CFD) models were used to simulate steady-state inspiratory airflow and to quantitatively predict acrolein tissue dose in rat and human nasal passages. A multilayered epithelial structure was included in the CFD models to incorporate clearance of inhaled acrolein by diffusion, blood flow, and first-order and saturable metabolic pathways. Kinetic parameters for these pathways were initially estimated by fitting a pharmacokinetic model with a similar epithelial structure to time-averaged acrolein nasal extraction data and were then further adjusted using the CFD model. Predicted air:tissue flux from the rat nasal CFD model compared well with the distribution of acrolein-induced nasal lesions from a subchronic acrolein inhalation study. These correlations were used to estimate a tissue dose-based no-observed-adverse-effect level (NOAEL) for inhaled acrolein. A human nasal CFD model was used to extrapolate effects in laboratory animals to human exposure conditions on the basis of localized tissue dose and tissue responses. Assuming that equivalent tissue dose will induce similar effects across species, a NOAEL human equivalent concentration for inhaled acrolein was estimated to be 8 ppb.


Subject(s)
Acrolein/pharmacokinetics , Air Pollutants/pharmacokinetics , Models, Biological , Nasal Cavity/metabolism , Nasal Mucosa/metabolism , Acrolein/toxicity , Air Pollutants/toxicity , Animals , Computer Simulation , Dose-Response Relationship, Drug , Humans , Inhalation Exposure , Nasal Cavity/drug effects , Nasal Cavity/pathology , Nasal Mucosa/drug effects , Nasal Mucosa/pathology , Rats
20.
J Aerosol Med ; 20(1): 59-74, 2007.
Article in English | MEDLINE | ID: mdl-17388754

ABSTRACT

Many studies suggest limited effectiveness of spray devices for nasal drug delivery due primarily to high deposition and clearance at the front of the nose. Here, nasal spray behavior was studied using experimental measurements and a computational fluid dynamics model of the human nasal passages constructed from magnetic resonance imaging scans of a healthy adult male. Eighteen commercially available nasal sprays were analyzed for spray characteristics using laser diffraction, high-speed video, and high-speed spark photography. Steadystate, inspiratory airflow (15 L/min) and particle transport were simulated under measured spray conditions. Simulated deposition efficiency and spray behavior were consistent with previous experimental studies, two of which used nasal replica molds based on this nasal geometry. Deposition fractions (numbers of deposited particles divided by the number released) of 20- and 50-microm particles exceeded 90% in the anterior part of the nose for most simulated conditions. Predicted particle penetration past the nasal valve improved when (1) the smaller of two particle sizes or the lower of two spray velocities was used, (2) the simulated nozzle was positioned 1.0 rather than 0.5 or 1.5 cm into the nostril, and (3) inspiratory airflow was present rather than absent. Simulations also predicted that delaying the appearance of normal inspiratory airflow more than 1 sec after the release of particles produced results equivalent to cases in which no inspiratory airflow was present. These predictions contribute to more effective design of drug delivery devices through a better understanding of the effects of nasal airflow and spray characteristics on particle transport in the nose.


Subject(s)
Models, Biological , Nasal Cavity/physiology , Nebulizers and Vaporizers , Administration, Inhalation , Adult , Aerosols , Anatomy, Cross-Sectional , Computer Simulation , Forecasting , Humans , Inhalation/physiology , Lasers , Magnetic Resonance Imaging , Male , Particle Size , Photography , Rheology , Time Factors , Video Recording
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