Analysis of cascade impactor mass distributions.

The purpose of this paper is to review the approaches for analyzing cascade impactor (CI) mass distributions produced by pulmonary drug products and the considerations necessary for selecting the appropriate analysis procedure. There are several methods available for analyzing CI data, yielding a hierarchy of information in terms of nominal, ordinal and continuous variables. Mass distributions analyzed as a nominal function of the stages and auxiliary components is the simplest approach for examining the whole mass emitted by the inhaler. However, the relationship between the mass distribution and aerodynamic diameter is not described by such data. This relationship is a critical attribute of pulmonary drug products due to the association between aerodynamic diameter and the mass of particulates deposited to the respiratory tract. Therefore, the nominal mass distribution can only be utilized to make decisions on the discrete masses collected in the CI. Mass distributions analyzed as an ordinal function of aerodynamic diameter can be obtained by introducing the stage size range, which generally vary in magnitude from one stage to another for a given type of CI, and differ between CIs of different designs. Furthermore, the mass collected by specific size ranges within the CI are often incorrectly used to estimate in vivo deposition at various regions of the respiratory tract. A CI-generated mass distribution can be directly related to aerodynamic diameter by expressing the mass collected by each size-fractionating stage in terms of either mass frequency or cumulative mass fraction less than the aerodynamic size appropriate to each stage. Analysis of the aerodynamic diameter as a continuous variable allows comparison of mass distributions obtained from different products, obtained by different CI designs, as well as providing input to in vivo particle deposition models. The lack of information about the mass fraction emitted by the inhaler that is not size-analyzed by the CI may be perceived as a disadvantage from the standpoint of comparing the total mass per actuation emitted from the inhaler mouthpiece. However, this is a limitation of the CI measurement technique rather than the data analysis procedure. Data reduction techniques can enable the large quantity of information conveyed in a mass-size distribution to be summarized in terms of representative parameters, but care needs to be exercised if utilizing model size distribution function fitting routines to avoid introducing error by the fitting procedure.

[1]  Patrick T. O'Shaughnessy,et al.  A Comparison of Cascade Impactor Data Reduction Methods , 2000 .

[2]  Jolyon P. Mitchell,et al.  Particle Size Analysis of Aerosols from Medicinal Inhalers , 2004 .

[3]  Virgil A Marple,et al.  Next generation pharmaceutical impactor (a new impactor for pharmaceutical inhaler testing). Part II: Archival calibration. , 2003, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[4]  Klaus Willeke,et al.  Aerosol Measurement: Principles, Techniques, and Applications , 2001 .

[5]  Daniel J. Rader,et al.  Effect of Ultra-Stokesian Drag and Particle Interception on Impaction Characteristics , 1985 .

[6]  Bo Olsson,et al.  Calibration at Different Flow Rates of a Multistage Liquid Impinger , 1997 .

[7]  W. Finlay,et al.  Inertial sizing of aerosol inhaled from two dry powder inhalers with realistic breath patterns versus constant flow rates. , 2000, International journal of pharmaceutics.

[8]  R. G. Picknett A new method of determining aerosol size distributions from multistage sampler data , 1972 .

[9]  P. Diot,et al.  Comparison of Various Methods for Processing Cascade Impactor Data , 2006 .

[10]  Jolyon P Mitchell,et al.  Cascade impactors for the size characterization of aerosols from medical inhalers: their uses and limitations. , 2003, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[11]  Ahmad Husseini,et al.  Canadian standards association , 1993 .

[12]  M. L. Laucks,et al.  Aerosol Technology Properties, Behavior, and Measurement of Airborne Particles , 2000 .

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

[14]  D. Barends,et al.  An investigation into the predictive value of cascade impactor results for side effects of inhaled salbutamol. , 2004, International journal of pharmaceutics.

[15]  G. Mainelis,et al.  Effect of physical and biological parameters on enumeration of bioaerosols by portable microbial impactors , 2006 .

[16]  Anthony J. Hickey,et al.  Evaluation of Probability Density Functions to Approximate Particle Size Distributions of Representative Pharmaceutical Aerosols , 2000 .

[17]  S J Farr,et al.  Comparison of in vitro and in vivo efficiencies of a novel unit-dose liquid aerosol generator and a pressurized metered dose inhaler. , 2000, International journal of pharmaceutics.

[18]  J. Heyder,et al.  Deposition of particles in the human respiratory tract in the size range 0.005–15 μm , 1986 .

[19]  Cascade impactor data and the lognormal distribution: nonlinear regression for a better fit. , 2002, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[20]  J. Mitchell,et al.  An assessment of an andersen mark-II cascade impactor , 1988 .

[21]  B. Müller,et al.  In vitro evaluation of dry powder inhalers I: drug deposition of commonly used devices , 1997 .

[22]  Dieter Hochrainer,et al.  Next generation pharmaceutical impactor (a new impactor for pharmaceutical inhaler testing). Part I: Design. , 2003, Journal of aerosol medicine : the official journal of the International Society for Aerosols in Medicine.

[23]  G. Scheuch,et al.  In vitro and in vivo dose delivery characteristics of large porous particles for inhalation. , 2002, International journal of pharmaceutics.

[24]  A. Clark,et al.  Modelling the deposition of inhaled powdered drug aerosols , 1994 .

[25]  N. P. Vaughan,et al.  The Andersen impactor: Calibration, wall losses and numerical simulation , 1989 .

[26]  J. Stocks,et al.  Reference values for residual volume, functional residual capacity and total lung capacity. ATS Workshop on Lung Volume Measurements. Official Statement of The European Respiratory Society. , 1995, The European respiratory journal.

[27]  K. T. Whitby,et al.  On the Flow Fields of Inertial Impactors , 1974 .

[28]  G. Waychunas,et al.  Molecular interfacial reactions between Pu(VI) and manganese oxide minerals manganite and hausmannite. , 2003, Environmental science & technology.