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Respiratory Deposition and Different Modeling Approaches Hussain Majid Ph.D Scholar
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Why is this important? ,[object Object],[object Object],[object Object]
What kind of aerosol do we breath in??? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Pesticides Dust Smoke Fume Mist Clouds
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Healthy Lung Importance of Lungs
Head airway (HA) Air and aerosol enter from HA Use to remove dust and other particles from entering the respiratory Humidify the air before entering the lung Separate out food to digestive system Tracheaobronchial (TB) Trachea direct air into the lung Bronchial tree is the first part of the lung. This part directs air in the lung Each branch in the tree split into 2 part Lung Regions Mouth Pharynx Larynx Nose Bronchial Tree Trachea Parent Branch Major daughter Minor daughter Bifurcation
Alveolar or Pulmonary (AV) Alveoli are located at the end of the bronchial tree Gas exchange occur at the Alveoli If particle deposit in this region it can directly enter the blood stream alveoli Alveolar duct Alveolar entrance rings 100µm Alveoli
Airway Generation ,[object Object],[object Object],[object Object],ICRP66 Respiratory Tracts Compartment dosimetry Model Average no of terminal bronchioles=34856
Deposition Mechanisms Involved Major: Minor: Diffusion Sedimentation Impaction Interception Electrostatic Naso-pharyngeal:   impaction, sedimentation, electrostatic (particles > 1 μm) Tracheo-bronchial:  impaction, sedimentation, diffusion (particles < 1 μm) Pulmonary: sedimentation, diffusion (particles < 0.1 μm)
Diffusion Cause by Brownian motion Diffusion is the deposition mechanism for small particles. Diffusion depends increases with decreasing particle size and flow rate. More deposition occurs in the alveoli region because longer residence time and smaller airway.
Sedimentation ,[object Object],[object Object],[object Object],Force Force
Impaction Particle cannot follow the trajectory due to its inertia and hit the wall called impaction. Impaction increases with particle size and flow rate.  This type of deposition occur through out the lung.  This is important, especially in the head airway where most of the large particles are screened out Impaction occurs mostly in the upper generation airways due to high velocity
Factors that Effect Deposition ,[object Object],[object Object],[object Object],Size distribution (MMD, AMD. Etc) Concentration Particle hygroscopicity Gas particle interaction Chemical reaction Particle surface charge Lung structure and morphology Model uses: Weibel, Raabe, and Horsfield  Lung capacity Breathing frequency
Aerosol Properties ,[object Object],[object Object],[object Object]
Air flow property ,[object Object],Lung parameter depend on age,height and gender, etc. Source: ICRP66 Respiratory Tracts Model Breathing frequency determines the rate which air enter the lung and exit.  Breathing frequency is either controlled during respiratory study or the patient breaths at normal breathing rate.  Controlled breathing 2 conditions are generally observe: rest and exercise Average adult male Condition TV (mL) Breathing Frequency (bpm) Rest age 10 450 12 Rest age 30 850 12 Exer age 10 550 20 Exer age 30 1250 20 Lung Volumes Volume (mL) Total Lung Capacity (TLC) 6700 Tidal Volume (TV) 500 Vital Capacity (VC) 5500 Residual Volume (RV) 1700 Functional Residual Capacity (FRC) 3300
Respiratory tract ,[object Object],[object Object],[object Object]
Weibel’s Lung model ,[object Object],[object Object],[object Object],[object Object],[object Object],Weibel,1963 plastic cast
Raabe Lung Model Made in 1976 by the Lovelace foundation The lung’s airways are asymmetric making the model more realistic but difficult to model Lung is divided into 5 area: Right Upper Right Middle Right Lower Left Upper Left Lower  Structure of the lung was taken from replica of human lung casts.
Physical Lung Model ,[object Object],[object Object],Hollow human lung cast can be used for deposition study 1  Computed Tomography 2  Positron emission tomography  Top & Left: Experimental and Numerical Smoke Carcinogen Deposition in a  Multi-Generation Human Replica Tracheobronchial Model Right:  http://people.rit.edu/rjreme/research_RatLungReplica.htm Bottom: Acute Rat Lung Injury: Feasibility of Assessment with Micro-CT
Lung model from existing lung ,[object Object],The reconstructed lung can be used for numerical modeling of deposition  There are different reconstruction algorithms  to choose Source:  Experimental and Numerical Smoke Carcinogen Deposition in a  Multi-Generation Human Replica Tracheobronchial Model
Deposition Experiment
Human Experiment ,[object Object],Volunteer breaths in a specific amount Use to find Particle size Use to find Specific activity Capture Exhale aerosol The exhale aerosol sample is collected at different time point for retention rate Ultrafine Particle Deposition in Subjects with Asthma
Human Experiment (contd.) Deposition Fraction Dosage Rate A – Activity V min  – 1 Minute Ventilation C – Concentration  This experimental method is very common in pulmonary drug studies To see how much drug would be deposit when administrated.  Unless the aerosol particle emits radiation, this method does not give any information about where particles are deposited. The radioactive aerosol can be scanned for regional deposition location using PET* scan Ultrafine Particle Deposition in Subjects with Asthma
Lung Deposition Modeling
Types of Modeling ,[object Object],[object Object],[object Object],[object Object]
Empirical – ICRP Model ,[object Object],[object Object],[object Object]
Inhalation Fraction Original aerosol Aerosol inhale Inhaling Inhalation fraction is the ratio on aerosol inhaled to the total aerosol in the airflow.  This is affected by the entry point, the orientation of the flow to the entry point, the flow rate and particle size.  IF is usually presented as orientation average IF =
ICRP Model Empirically fitting the 3 deposition equations will give:
ICRP Prediction
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Empirical Model Limitations ,[object Object],[object Object],[object Object],[object Object],[object Object],Empirical Modeling of Particle Deposition in the Alveolar Region of the Lungs: A Basis for Interspecies Extrapolation
Computational Fluid Particle Dynamics (CFPD) ,[object Object],[object Object]
Air flow governing equations: Continuity equation Momentum equation Turbulence kinetic energy equation CFPD Pseudo-vorticity equation Particle transport equations: Slip collection factor Reynolds number Particle trajectory equation
CFPD The equations are solved using commercially available program CFX4.4 is used by Zhang et. al Need to set up algorithm and other parameters before the program can be run Outputs: Time, position, velocity of each particles at the end of each iteration  Run simulation Time it take to run will depend on processing power and the simulation parameter Air Flow Equations Particle Equations Lung Model
CFPD Micro-particle transport and deposition in a human oral airway model
[object Object],[object Object],[object Object],[object Object],MPM
Stochastic Lung Model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Stochastic Lung Model  (cont...) ,[object Object],[object Object],[object Object],[object Object]
Inspiratory spatial deposition patterns of 1 nm particles, representing unattached radon progeny in a symmetric idealized bronchial airway bifurcation (generations 3-4) for 10 3  randomly selected particle trajectories. The inspiratory flow rate of 4 L/min corresponds to a respiratory minute volume of 30 L/min.
Bronchial deposition fraction under resting breathing conditions (V T  = 1000 mL, t = 4s) as a function of particle diameter using different scaling procedures
Deposition patterns of 10 nm particles under sedentary breathing conditions (V T  = 500 mL, t = 4s) for five sets of diffusion deposition equations.  Deposition is normalized to the number of particles entering the trachea.
Particle Clearance ,[object Object],[object Object],Particle Clearance mechanisms : The  Naso-pharyngeal  Compartment: •  mucociliary clearance (transport back to nasopharynx ) •  mechanical clearance (sneezing, coughing, swallowing) •  absorption into circulation (soluble particles). The  Tracheo-bronchial  Compartment: •  mucociliary clearance (transport to oropharynx) •  endocytosis into peribronchial region (insoluble particles) •  absorption into circulation (soluble particles) The  Pulmonary  Compartment: •  alveolar macrophage mediated clearance •  endocytosis by lung epithelial cells into interstitum •  absorption into circulation (soluble particles)
 
Conclusions ,[object Object],[object Object],[object Object]

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Respiratory deposition modelling

  • 1. Respiratory Deposition and Different Modeling Approaches Hussain Majid Ph.D Scholar
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Head airway (HA) Air and aerosol enter from HA Use to remove dust and other particles from entering the respiratory Humidify the air before entering the lung Separate out food to digestive system Tracheaobronchial (TB) Trachea direct air into the lung Bronchial tree is the first part of the lung. This part directs air in the lung Each branch in the tree split into 2 part Lung Regions Mouth Pharynx Larynx Nose Bronchial Tree Trachea Parent Branch Major daughter Minor daughter Bifurcation
  • 7. Alveolar or Pulmonary (AV) Alveoli are located at the end of the bronchial tree Gas exchange occur at the Alveoli If particle deposit in this region it can directly enter the blood stream alveoli Alveolar duct Alveolar entrance rings 100µm Alveoli
  • 8.
  • 9. Deposition Mechanisms Involved Major: Minor: Diffusion Sedimentation Impaction Interception Electrostatic Naso-pharyngeal: impaction, sedimentation, electrostatic (particles > 1 μm) Tracheo-bronchial: impaction, sedimentation, diffusion (particles < 1 μm) Pulmonary: sedimentation, diffusion (particles < 0.1 μm)
  • 10. Diffusion Cause by Brownian motion Diffusion is the deposition mechanism for small particles. Diffusion depends increases with decreasing particle size and flow rate. More deposition occurs in the alveoli region because longer residence time and smaller airway.
  • 11.
  • 12. Impaction Particle cannot follow the trajectory due to its inertia and hit the wall called impaction. Impaction increases with particle size and flow rate. This type of deposition occur through out the lung. This is important, especially in the head airway where most of the large particles are screened out Impaction occurs mostly in the upper generation airways due to high velocity
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18. Raabe Lung Model Made in 1976 by the Lovelace foundation The lung’s airways are asymmetric making the model more realistic but difficult to model Lung is divided into 5 area: Right Upper Right Middle Right Lower Left Upper Left Lower Structure of the lung was taken from replica of human lung casts.
  • 19.
  • 20.
  • 22.
  • 23. Human Experiment (contd.) Deposition Fraction Dosage Rate A – Activity V min – 1 Minute Ventilation C – Concentration This experimental method is very common in pulmonary drug studies To see how much drug would be deposit when administrated. Unless the aerosol particle emits radiation, this method does not give any information about where particles are deposited. The radioactive aerosol can be scanned for regional deposition location using PET* scan Ultrafine Particle Deposition in Subjects with Asthma
  • 25.
  • 26.
  • 27. Inhalation Fraction Original aerosol Aerosol inhale Inhaling Inhalation fraction is the ratio on aerosol inhaled to the total aerosol in the airflow. This is affected by the entry point, the orientation of the flow to the entry point, the flow rate and particle size. IF is usually presented as orientation average IF =
  • 28. ICRP Model Empirically fitting the 3 deposition equations will give:
  • 30.
  • 31.
  • 32.
  • 33. Air flow governing equations: Continuity equation Momentum equation Turbulence kinetic energy equation CFPD Pseudo-vorticity equation Particle transport equations: Slip collection factor Reynolds number Particle trajectory equation
  • 34. CFPD The equations are solved using commercially available program CFX4.4 is used by Zhang et. al Need to set up algorithm and other parameters before the program can be run Outputs: Time, position, velocity of each particles at the end of each iteration Run simulation Time it take to run will depend on processing power and the simulation parameter Air Flow Equations Particle Equations Lung Model
  • 35. CFPD Micro-particle transport and deposition in a human oral airway model
  • 36.
  • 37.
  • 38.
  • 39. Inspiratory spatial deposition patterns of 1 nm particles, representing unattached radon progeny in a symmetric idealized bronchial airway bifurcation (generations 3-4) for 10 3 randomly selected particle trajectories. The inspiratory flow rate of 4 L/min corresponds to a respiratory minute volume of 30 L/min.
  • 40. Bronchial deposition fraction under resting breathing conditions (V T = 1000 mL, t = 4s) as a function of particle diameter using different scaling procedures
  • 41. Deposition patterns of 10 nm particles under sedentary breathing conditions (V T = 500 mL, t = 4s) for five sets of diffusion deposition equations. Deposition is normalized to the number of particles entering the trachea.
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Notas del editor

  1. Pharynx is the tube leading air and food down from the mouth/nose to the throat. Pharynx also separate food into the digestive system. Larynx is the voice box and also help to prevent food from entering the lung.
  2. The flow in the alveolar is much lower than in bronchial so there will be more residence time
  3. Most flow in lung are turbulence due to the larynx and bifurcation TV – amount of air breath in and out FVC – amount of air that can be force out of the lung after maximum inspiration, this is depended on speed TLC – amount of air in the lung after maximum inspiration RV – amount of air in the lung after maximum exhalation FRC - amount of air in the lung after exhaling TV
  4. Type - healthy, smoker, cancer Species – rat, pig, humman
  5. AMD activity median diameter
  6. DF total is not the same as the sum of all DF, but the result is close to it except in the submicron region
  7. Various Zhang paper on oral airway deposition
  8. I, j = 1 2 3 u = velocity vector X = coordinate V kinematic viscosity Tau = stress tensor K = turbulence kinetic en W = discipation per unit of k Vorticity is the measure of rotatation in fluid flow
  9. CFX4.4 is a computer software for particle simulation. Other software also exist such as fluent.
  10. The plot here only show the velocity profile