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1.
Mol Pharm ; 20(11): 5690-5700, 2023 11 06.
Artículo en Inglés | MEDLINE | ID: mdl-37773975

RESUMEN

To assess bioequivalence of locally acting suspension-based nasal sprays, the U.S. FDA currently recommends a weight-of-evidence approach. In addition to in vitro and human pharmacokinetic (PK) studies, this includes a comparative clinical endpoint study to ensure equivalent bioavailability of the active pharmaceutical ingredient (API) at the site of action. The present study aimed to assess, within an in vitro/in vivo correlation paradigm, whether PK studies and dissolution kinetics are sensitive to differences in drug particle size for a locally acting suspension-based nasal spray product. Two investigational suspension-based nasal formulations of mometasone furoate (MF-I and MF-II; delivered dose: 180 µg) differed in API particle size and were compared in a single-center, double-blind, single-dose, randomized, two-way crossover PK study in 44 healthy subjects with oral charcoal block. Morphology-directed Raman spectroscopy yielded volume median diameters of 3.17 µm for MF-I and 5.50 µm for MF-II, and dissolution studies showed that MF-II had a slower dissolution profile than MF-I. The formulation with larger API particles (MF-II) showed a 45% smaller Cmax and 45% smaller AUC0-inf compared to those of MF-I. Systemic bioavailability of MF-I (2.20%) and MF-II (1.18%) correlated well with the dissolution kinetics, with the faster dissolving formulation yielding the higher bioavailability. This agreement between pharmacokinetics and dissolution kinetics cross-validated both methods and supported their use in assessing potential differences in slowly dissolving suspension-based nasal spray products.


Asunto(s)
Rociadores Nasales , Humanos , Disponibilidad Biológica , Furoato de Mometasona/farmacocinética , Tamaño de la Partícula , Equivalencia Terapéutica , Método Doble Ciego , Estudios Cruzados
3.
AAPS J ; 23(3): 48, 2021 03 25.
Artículo en Inglés | MEDLINE | ID: mdl-33768368

RESUMEN

In the context of streamlining generic approval, this study assessed whether pharmacokinetics (PK) could elucidate the pulmonary fate of orally inhaled drug products (OIDPs). Three fluticasone propionate (FP) dry powder inhaler (DPI) formulations (A-4.5, B-3.8, and C-3.7), differing only in type and composition of lactose fines, exhibited median mass aerodynamic diameter (MMAD) of 4.5 µm (A-4.5), 3.8 µm (B-3.8), and 3.7 µm (C-3.7) and varied in dissolution rates (A-4.5 slower than B-3.8 and C-3.7). In vitro total lung dose (TLDin vitro) was determined as the average dose passing through three anatomical mouth-throat (MT) models and yielded dose normalization factors (DNF) for each DPI formulation X (DNFx = TLDin vitro,x/TLDin vitro,A-4.5). The DNF was 1.00 for A-4.5, 1.32 for B-3.8, and 1.21 for C-3.7. Systemic PK after inhalation of 500 µg FP was assessed in a randomized, double-blind, four-way crossover study in 24 healthy volunteers. Peak concentrations (Cmax) of A-4.5 relative to those of B-3.8 or C-3.7 lacked bioequivalence without or with dose normalization. The area under the curve (AUC0-Inf) was bio-IN-equivalent before dose normalization and bioequivalent after dose normalization. Thus, PK could detect differences in pulmonary available dose (AUC0-Inf) and residence time (dose-normalized Cmax). The differences in dose-normalized Cmax could not be explained by differences in in vitro dissolution. This might suggest that Cmax differences may indicate differences in regional lung deposition. Overall this study supports the use of PK studies to provide relevant information on the pulmonary performance characteristics (i.e., available dose, residence time, and regional lung deposition).


Asunto(s)
Broncodilatadores/farmacocinética , Medicamentos Genéricos/farmacocinética , Fluticasona/farmacocinética , Administración por Inhalación , Adolescente , Adulto , Aerosoles , Área Bajo la Curva , Broncodilatadores/administración & dosificación , Estudios Cruzados , Método Doble Ciego , Liberación de Fármacos , Medicamentos Genéricos/administración & dosificación , Inhaladores de Polvo Seco , Femenino , Fluticasona/administración & dosificación , Voluntarios Sanos , Humanos , Masculino , Persona de Mediana Edad , Polvos , Equivalencia Terapéutica , Adulto Joven
4.
J Pharm Sci ; 110(7): 2778-2788, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33713688

RESUMEN

Particle size characterization for active pharmaceutical ingredients (APIs) in nasal spray suspension products presents unique challenges because both the API and excipient particles are present in the final dosage form. Currently, an established method is lacking because traditional particle sizing technologies do not distinguish the chemical identity of the particles. In this study, a non-destructive, ingredient-specific particle sizing method was developed for characterization of mometasone furoate (MF) nasal spray suspensions using Morphology Directed Raman Spectroscopy (MDRS). A five-step method development procedure was used in this study: sample preparation, particle imaging and morphology analysis, particle Raman measurements and classification, morphology filter selection, and minimum number of particles determination. Wet dispersion sample preparation method was selected to ensure that the particles were measured in their original suspended state. A training set containing over 10,000 randomly-selected particles, including both the API and excipient particles, was used to gain a comprehensive understanding of particle size, shape, and chemical ID for the nasal spray suspension. Morphology and Raman measurements were performed on each particle in the training set. The measurement results suggested that the aspect ratio and intensity mean filter combination was an appropriate morphology filter setting to selectively target API particles and exclude most of excipient particles. With further optimization of the morphology filter cutoff values and determination of minimal number of particles to be measured, the total measurement time was reduced from 90 hours to 8 hours. The morphologically screening strategy ultimately allowed us to create a time-efficient practical API-specific particle size distribution (PSD) methods for nasal spray suspensions. This study shows that MDRS is a fit for purpose analytical technique for determining ingredient-specific PSDs of the pharmaceutical formulation studied in this work.


Asunto(s)
Excipientes , Rociadores Nasales , Aerosoles , Tamaño de la Partícula , Espectrometría Raman
5.
J Aerosol Sci ; 146: 105581, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32346183

RESUMEN

This study numerically investigates the effect of hygroscopicity on transport and deposition of particles in severe asthmatic lungs with distinct airway structures. The study human subjects were selected from two imaging-based severe asthmatic clusters with one characterized by non-constricted airways and the other by constricted airways in the lower left lobe (LLL). We compared the deposition fractions of sodium chloride (NaCl) particles with a range of aerodynamic diameters (1-8 µm) in cluster archetypes under conditions with and without hygroscopic growth. The temperature and water vapor distributions in the airways were simulated with an airway wall boundary condition that accounts for variable temperature and water vapor evaporation at the interface between the lumen and the airway surface liquid layer. On average, the deposition fraction increased by about 6% due to hygroscopic particle growth in the cluster subjects with constricted airways, while it increased by only about 0.5% in those with non-constricted airways. The effect of particle growth was most significant for particles with an initial diameter of 2 µm in the cluster subjects with constricted airways. The effect diminished with increasing particle size, especially for particles with an initial diameter larger than 4 µm. This suggests the necessity to differentiate asthmatic subjects by cluster in engineering the aerosol size for tailored treatment. Specifically, the treatment of severe asthmatic subjects who have constricted airways with inhalation aerosols may need submicron-sized hygroscopic particles to compensate for particle growth, if one targets for delivering to the peripheral region. These results could potentially inform the choice of particle size for inhalational drug delivery in a cluster-specific manner.

6.
AAPS J ; 22(2): 47, 2020 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-32060670

RESUMEN

The aim of the study was to develop a robust and standardized in vitro dissolution methodology for orally inhaled drug products (OIDPs). An aerosol dose collection (ADC) system was designed to uniformly deposit the whole impactor stage mass (ISM) over a large filter area for dissolution testing. All dissolution tests were performed under sink conditions in a sodium phosphate buffered saline solution containing 0.2%w/w sodium dodecyl sulphate. An adapted USP Apparatus V, Paddle over Disk (POD), was used throughout the study. The dissolution characteristics of the ISM dose of a commercial metered-dose inhaler (MDI) and a range of dry powder inhaler (DPI) formulations containing inhaled corticosteroids were tested. The uniform distribution of the validated ISM dose considerably reduced drug loading effects on the dissolution profiles for both MDI and DPI formulations. The improvement in the robustness and discriminatory capability of the technique enabled characterization of dissolution rate differences between inhaler platforms and between different DPI product strengths containing fluticasone propionate. A good correlation between in vivo mean absorption time and in vitro dissolution half-life was found for a range of the inhaled corticosteroids. The ADC system and the reproducible in vitro POD dissolution measurements provided a quantitative-based approach for measuring the relationship between the influence of device and the dispersion characteristics on the aerosol dissolution of low solubility compounds. The in vitro dissolution method could potentially be applied as a dissolution methodology for compendial, quality control release testing, and during development of both branded orally inhaled drug products and their generic counterparts.


Asunto(s)
Corticoesteroides/administración & dosificación , Agonistas de Receptores Adrenérgicos beta 2/administración & dosificación , Administración por Inhalación , Corticoesteroides/química , Agonistas de Receptores Adrenérgicos beta 2/química , Aerosoles , Combinación de Medicamentos , Composición de Medicamentos , Liberación de Fármacos , Inhaladores de Polvo Seco , Cinética , Inhaladores de Dosis Medida , Solubilidad , Equivalencia Terapéutica
7.
J Appl Physiol (1985) ; 127(1): 122-133, 2019 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-31095459

RESUMEN

This study aimed to introduce a one-dimensional (1D) computational fluid dynamics (CFD) model for airway resistance and lung compliance to examine the relationship between airway resistance, pressure, and regional flow distribution. We employed five healthy and five asthmatic subjects who had dynamic computed tomography (CT) scans (4D CT) along with two static scans at total lung capacity and functional residual capacity. Fractional air-volume change ( ΔVairf ) from 4D CT was used for a validation of the 1D CFD model. We extracted the diameter ratio from existing data sets of 61 healthy subjects for computing mean and standard deviation (SD) of airway constriction/dilation in CT-resolved airways. The lobar mean (SD) of airway constriction/dilation was used to determine diameters of CT-unresolved airways. A 1D isothermal energy balance equation was solved, and pressure boundary conditions were imposed at the acinar region (model A) or at the pleural region (model B). A static compliance model was only applied for model B to link acinar and pleural regions. The values of 1D CFD-derived ΔVairf for model B demonstrated better correlation with 4D CT-derived ΔVairf than model A. In both inspiration and expiration, asthmatic subjects with airway constriction show much greater pressure drop than healthy subjects without airway constriction. This increased transpulmonary pressures in the asthmatic subjects, leading to an increased workload (hysteresis). The 1D CFD model was found to be useful in investigating flow structure, lung hysteresis, and pressure distribution for healthy and asthmatic subjects. The derived flow distribution could be used for imposing boundary conditions of 3D CFD. NEW & NOTEWORTHY A one-dimensional (1D) computational fluid dynamics (CFD) model for airway resistance and lung compliance was introduced to examine the relationship between airway resistance, pressure, and regional flow distribution. The 1D CFD model investigated differences of flow structure, lung hysteresis, and pressure distribution for healthy and asthmatic subjects. The derived flow distribution could be used for imposing boundary conditions of three-dimensional CFD.


Asunto(s)
Resistencia de las Vías Respiratorias/fisiología , Asma/fisiopatología , Pulmón/fisiología , Pulmón/fisiopatología , Adulto , Simulación por Computador , Espiración/fisiología , Femenino , Tomografía Computarizada Cuatridimensional/métodos , Capacidad Residual Funcional/fisiología , Humanos , Hidrodinámica , Inhalación/fisiología , Masculino , Modelos Biológicos , Respiración , Pruebas de Función Respiratoria/métodos
8.
J Aerosol Med Pulm Drug Deliv ; 32(4): 213-223, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-30888242

RESUMEN

Background: Four computed tomography (CT) imaging-based clusters have been identified in a study of the Severe Asthma Research Program (SARP) cohort and have been significantly correlated with clinical and demographic metrics (J Allergy Clin Immunol 2017; 140:690-700.e8). We used a computational fluid dynamics (CFD) model to investigate air flow and aerosol deposition within imaging archetypes representative of the four clusters. Methods: CFD simulations for air flow and 1-8 µm particle transport were performed using CT-based airway models from two healthy subjects and eight asthma subjects. The subject selection criterion was based on the discriminant imaging-based flow-related variables of J(Total) (average local volume expansion in the total lung) and Dh*(sLLL) (normalized airway hydraulic diameter in the left lower lobe), where reduced J(Total) and Dh*(sLLL) indicate reduced regional ventilation and airway constriction, respectively. The analysis focused on the comparisons between all clusters with respect to healthy subjects, between cluster 2 and cluster 4 (nonsevere and severe asthma clusters with airway constriction) and between cluster 3 and cluster 4 (two severe asthma clusters characterized by normal and constricted airways, respectively). Results: Nonsevere asthma cluster 2 and severe asthma cluster 4 subjects characterized by airway constriction had an increase in the deposition fraction (DF) in the left lower lobe. Constricted flows impinged on distal bifurcations resulting in large depositions. Although both cluster 3 (without constriction) and cluster 4 (with constriction) were severe asthma, they exhibited different particle deposition patterns with increasing particle size. The statistical analysis showed that Dh*(sLLL) plays a more important role in particle deposition than J(Total), and regional flow fraction is correlated with DF among lobes for smaller particles. Conclusions: We demonstrated particle deposition characteristics associated with cluster-specific imaging-based metrics such as airway constriction, which could pertain to the design of future drug delivery improvements.


Asunto(s)
Aerosoles/administración & dosificación , Asma/tratamiento farmacológico , Hidrodinámica , Modelos Biológicos , Adulto , Asma/diagnóstico por imagen , Asma/fisiopatología , Simulación por Computador , Femenino , Humanos , Masculino , Persona de Mediana Edad , Tamaño de la Partícula , Índice de Severidad de la Enfermedad , Tomografía Computarizada por Rayos X/métodos , Adulto Joven
9.
AAPS PharmSciTech ; 20(3): 130, 2019 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-30815748

RESUMEN

For inhalation drug characterization, the traditionally used USP induction port provides limited in vivo predictive capability because it does not adequately mimic airway geometry. In this study, various bio-relevant mouth-throat (MT) models, including Alberta Idealized Throat (AIT), and 3D printed large/medium/small-sized VCU (Virginia Commonwealth University) models were evaluated using two metered dose inhaler (MDI) drug products: a solution MDI containing beclomethasone dipropionate (BDP-MDI) and a suspension MDI containing fluticasone propionate (FP-MDI). For BDP-MDI, use of VCU large and small MT models resulted in a significantly higher MT deposition and lower fine particle fraction (FPF) compared with the other MT models. In the case of FP-MDI, the three VCU models resulted in higher MT deposition and lower FPF compared with the USP induction port and AIT. Overall, the in vitro testing results for the suspension MDI were more sensitive to geometric differences of the MT models than those for the solution MDI. Our results suggest that in vitro characterization of MDI products can be influenced by many factors, including the type of formulation, the MT geometry, shape, internal space volume, and the material used to make the MT models.


Asunto(s)
Inhaladores de Dosis Medida , Modelos Anatómicos , Boca/anatomía & histología , Faringe/anatomía & histología , Administración por Inhalación , Antiasmáticos/administración & dosificación , Antiasmáticos/química , Beclometasona/administración & dosificación , Beclometasona/química , Diseño de Equipo , Fluticasona/administración & dosificación , Humanos , Tamaño de la Partícula , Suspensiones
10.
J Aerosol Med Pulm Drug Deliv ; 31(6): 358-371, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-29878859

RESUMEN

Background:In vitro-in vivo correlations (IVIVC) for lung deposition may be established by testing inhalers in vitro with realistic mouth-throat (MT) models and inhalation profiles (IP). This study was designed to compare the currently available MT models and their ability to predict in vivo lung deposition. Methods: Budelin® Novolizer®, Ventolin® Evohaler®, and Respimat® fenoterol were chosen to represent a dry powder inhaler (DPI), metered dose inhaler (MDI), and soft mist inhaler (SMI) in tests using eight MT models: small, medium, and large Virginia Commonwealth University (VCU) models; small, medium, and large oropharyngeal consortium (OPC) models, the medium adult Alberta Idealized Throat (AIT), and the United States Pharmacopeia (USP) Induction Port, with IPs that simulated those used by volunteers in lung scintigraphy studies. Drug deposition in MT was compared across the models, and IVIVCs evaluated by comparing values for total lung dose in vitro (TLDin vitro) to those reported in the clinic. Results: MT deposition was dependent on both the flow condition and MT geometry for all the inhalers, while the deposition rank order was independent of both factors. The overall ranking was USP

Asunto(s)
Aerosoles/administración & dosificación , Pulmón/metabolismo , Modelos Anatómicos , Nebulizadores y Vaporizadores , Administración por Inhalación , Adulto , Inhaladores de Polvo Seco , Diseño de Equipo , Femenino , Humanos , Masculino , Inhaladores de Dosis Medida , Boca/anatomía & histología , Faringe/anatomía & histología , Distribución Tisular
11.
Int J Pharm ; 544(2): 443-454, 2018 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-29170118

RESUMEN

Complex regulatory and scientific considerations exist for drug-device combination products submitted under an Abbreviated New Drug Application. The Agency has published several guidances to aid industry in the development of a generic drug-device combination product: providing recommendations on the types of studies necessary to establish bioequivalence, providing considerations on product quality and performance for certain types of device constituents, and most recently, providing tools to assess the proposed user interface when compared to the user interface of the Reference Listed Drug. In addition, the Office of Generic Drugs1 has established a regulatory science research program intended to support projects that examine scientific questions relating to the development of generic combination products and their associated regulatory review. Several research examples are described within this article, which demonstrate how equivalence can be evaluated when the function of the device could potentially impact drug delivery. Moreover, this article provides an overview of regulatory recommendations and ongoing scientific research efforts to further develop guidances and ultimately improve public access to generic combination products.


Asunto(s)
Aprobación de Recursos/normas , Aprobación de Drogas/legislación & jurisprudencia , Sistemas de Liberación de Medicamentos/normas , Medicamentos Genéricos/normas , United States Food and Drug Administration/normas , Aprobación de Recursos/legislación & jurisprudencia , Sistemas de Liberación de Medicamentos/instrumentación , Sistemas de Liberación de Medicamentos/métodos , Equipos y Suministros/normas , Guías como Asunto , Humanos , Equivalencia Terapéutica , Estados Unidos , United States Food and Drug Administration/legislación & jurisprudencia
12.
Pharm Res ; 34(12): 2541-2556, 2017 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-28799097

RESUMEN

PURPOSE: The ability of two semi-mechanistic simulation approaches to predict the systemic pharmacokinetics (PK) of inhaled corticosteroids (ICSs) delivered via dry powder inhalers (DPIs) was assessed for mometasone furoate, budesonide and fluticasone propionate. METHODS: Both approaches derived the total lung doses and the central to peripheral lung deposition ratios from clinically relevant cascade impactor studies, but differed in the way the pulmonary absorption rate was derived. In approach 1, the rate of in vivo drug dissolution/absorption was predicted for the included ICSs from in vitro aerodynamic particle size distribution and in vitro drug solubility estimates measured in an in vivo predictive dissolution medium. Approach 2 derived a first order absorption rate from the mean dissolution time (MDT), determined for the test formulations in an in vitro Transwell® based dissolution system. RESULTS: Approach 1 suggested PK profiles which agreed well with the published pharmacokinetic profiles. Similarly, within approach 2, input parameters for the pulmonary absorption rate constant derived from dissolution rate experiments were able to reasonably predict the pharmacokinetic profiles published in literature. CONCLUSION: Approach 1 utilizes more complex strategies for predicting the dissolution/absorption process without providing a significant advantage over approach 2 with regard to accuracy of in vivo predictions.


Asunto(s)
Antiinflamatorios/farmacocinética , Broncodilatadores/farmacocinética , Budesonida/farmacocinética , Fluticasona/farmacocinética , Pulmón/metabolismo , Furoato de Mometasona/farmacocinética , Administración por Inhalación , Corticoesteroides/administración & dosificación , Corticoesteroides/farmacocinética , Antiinflamatorios/administración & dosificación , Broncodilatadores/administración & dosificación , Budesonida/administración & dosificación , Inhaladores de Polvo Seco , Fluticasona/administración & dosificación , Humanos , Modelos Biológicos , Furoato de Mometasona/administración & dosificación
13.
J Aerosol Med Pulm Drug Deliv ; 30(5): 339-348, 2017 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-28332899

RESUMEN

BACKGROUND: The dose and aerodynamic particle size distribution (APSD) of drug aerosols' exiting models of the mouth and throat (MT) during a realistic inhalation profile (IP) may be estimated in vitro and designated Total Lung Dose, TLDin vitro, and APSDTLDin vitro, respectively. These aerosol characteristics likely define the drug's regional distribution in the lung. METHODS: A general method was evaluated to enable the simultaneous determination of TLDin vitro and APSDTLDin vitro for budesonide aerosols' exiting small, medium and large VCU-MT models. Following calibration of the modified next generation pharmaceutical impactor (NGI) at 140 L/min, variations in aerosol dose and size exiting MT were determined from Budelin® Novolizer® across the IPs reported by Newman et al., who assessed drug deposition from this inhaler by scintigraphy. RESULTS: Values for TLDin vitro from the test inhaler determined by the general method were found to be statistically comparable to those using a filter capture method. Using new stage cutoffs determined by calibration of the modified NGI at 140 L/min, APSDTLDin vitro profiles and mass median aerodynamic diameters at the MT exit (MMADTLDin vitro) were determined as functions of MT geometric size across Newman's IPs. The range of mean values (n ≥ 5) for TLDin vitro and MMADTLDin vitro for this inhaler extended from 6.2 to 103.0 µg (3.1%-51.5% of label claim) and from 1.7 to 3.6 µm, respectively. CONCLUSIONS: The method enables reliable determination of TLDin vitro and APSDTLDin vitro for aerosols likely to enter the trachea of test subjects in the clinic. By simulating realistic IPs and testing in different MT models, the effects of major variables on TLDin vitro and APSDTLDin vitro may be studied using the general method described in this study.


Asunto(s)
Broncodilatadores/administración & dosificación , Budesonida/administración & dosificación , Modelos Anatómicos , Tráquea/metabolismo , Administración por Inhalación , Aerosoles , Broncodilatadores/farmacocinética , Budesonida/farmacocinética , Humanos , Técnicas In Vitro , Pulmón/metabolismo , Nebulizadores y Vaporizadores , Tamaño de la Partícula , Reproducibilidad de los Resultados , Distribución Tisular
14.
Med Eng Phys ; 42: 35-47, 2017 04.
Artículo en Inglés | MEDLINE | ID: mdl-27993478

RESUMEN

This study uses Computational Fluid Dynamics (CFD) to predict, analyze and validate the deposition patterns in a human lung for a Budesonide drug delivered from the Novolizer Dry Powder Inhaler device. We used a test case of known deposition patterns to validate our computational Euler Lagrangian-based deposition predictions. Two different lung models are used: (i) a basic ring-less trachea model and (ii) an advanced Human Zygote5 model. Unlike earlier attempts, the current simulations do not include the device in the computational domain. This greatly reduces the computational effort. To mimic the device, we model the inlet particle jet stream from the device as a spray entering the mouth in a conical fashion. Deposition studies in the various lung regions were performed. We were able to computationally predict and then demonstrate the enhanced deposition in the tracheal and first generation rings/ridges. The enhanced vorticity creation due to the ring structure and the geometrical design contributes to larger deposition in the Zygote5 model. These are in accord with existing data, unlike the ring-less model. Our validated results indicate the need to (i) introduce the ridges in the experimental casts and the CFD surface meshes to be anatomically consistent and obtain physiologically consistent depositions; (ii) introduce a factor to account for the recirculating lighter particles in empirical models.


Asunto(s)
Simulación por Computador , Inhaladores de Polvo Seco , Hidrodinámica , Preparaciones Farmacéuticas/administración & dosificación , Aerosoles , Reproducibilidad de los Resultados
15.
Artículo en Inglés | MEDLINE | ID: mdl-27704716

RESUMEN

The models used for modeling the airflow in the human airways are either 0-dimensional compartmental or full 3-dimensional (3D) computational fluid dynamics (CFD) models. In the former, airways are treated as compartments, and the computations are performed with several assumptions, thereby generating a low-fidelity solution. The CFD method displays extremely high fidelity since the solution is obtained by solving the conservation equations in a physiologically consistent geometry. However, CFD models (1) require millions of degrees of freedom to accurately describe the geometry and to reduce the discretization errors, (2) have convergence problems, and (3) require several days to simulate a few breathing cycles. In this paper, we present a novel, fast-running, and robust quasi-3D wire model for modeling the airflow in the human lung airway. The wire mesh is obtained by contracting the high-fidelity lung airway surface mesh to a system of connected wires, with well-defined radii. The conservation equations are then solved in each wire. These wire meshes have around O(1000) degrees of freedom and hence are 3000 to 25 000 times faster than their CFD counterparts. The 3D spatial nature is also preserved since these wires are contracted out of the actual lung STL surface. The pressure readings between the 2 approaches showed minor difference (maximum error = 15%). In general, this formulation is fast and robust, allows geometric changes, and delivers high-fidelity solutions. Hence, this approach has great potential for more complicated problems including modeling of constricted/diseased lung sections and for calibrating the lung flow resistances through parameter inversion.


Asunto(s)
Simulación por Computador , Pulmón/anatomía & histología , Pulmón/fisiología , Modelos Biológicos , Respiración , Humanos , Hidrodinámica
16.
J Aerosol Med Pulm Drug Deliv ; 29(2): 196-206, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26447531

RESUMEN

BACKGROUND: The amount of drug aerosol from an inhaler that can pass through an in vitro model of the mouth and throat (MT) during a realistic breath or inhalation flow rate vs. time profile (IP) is designated the total lung dose in vitro, or TLDin vitro. This article describes a clinical study that enabled us to recommend a general method of selecting IPs for use with powder inhalers of known airflow resistance (R) provided subjects followed written instructions either alone or in combination with formal training. METHODS: In a drug-free clinical trial, inhaler-naïve, nonsmoking healthy adult human volunteers were screened for normal pulmonary function. IPs were collected from each volunteer inhaling through different air flow resistances after different levels of training. IPs were analyzed to determine the distribution of inhalation variables across the population and their dependence on training and airflow resistance. RESULTS: Equations for IP simulation are presented that describe the data including confidence limits at each resistance and training condition. Realistic IPs at upper (90%), median (50%), and lower (10%) confidence limits were functions of R and training. Peak inspiratory flow rates (PIFR) were inversely proportional to R so that if R was assigned, values for PIFR could be calculated. The time of PIFR, TPIFR, and the total inhaled volume (V) were unrelated to R, but dependent on training. Once R was assigned for a powder inhaler to be tested, a range of simulated IPs could be generated for the different training scenarios. Values for flow rate acceleration and depth of inspiration could also be varied within the population limits of TPIFR and V. CONCLUSIONS: The use of simulated IPs, in concert with realistic in vitro testing, should improve the DPI design process and the confidence with which clinical testing may be initiated for a chosen device.


Asunto(s)
Simulación por Computador , Inhaladores de Polvo Seco , Pulmón/fisiología , Modelos Biológicos , Preparaciones Farmacéuticas/administración & dosificación , Respiración , Administración por Inhalación , Adulto , Aerosoles , Resistencia de las Vías Respiratorias , Algoritmos , Diseño de Equipo , Femenino , Voluntarios Sanos , Humanos , Masculino , Folletos , Educación del Paciente como Asunto/métodos , Polvos , Factores de Tiempo , Adulto Joven
17.
AAPS J ; 17(2): 370-9, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25515206

RESUMEN

Equivalence testing of aerodynamic particle size distribution (APSD) through multi-stage cascade impactors (CIs) is important for establishing bioequivalence of orally inhaled drug products. Recent work demonstrated that the median of the modified chi-square ratio statistic (MmCSRS) is a promising metric for APSD equivalence testing of test (T) and reference (R) products as it can be applied to a reduced number of CI sites that are more relevant for lung deposition. This metric is also less sensitive to the increased variability often observed for low-deposition sites. A method to establish critical values for the MmCSRS is described here. This method considers the variability of the R product by employing a reference variance scaling approach that allows definition of critical values as a function of the observed variability of the R product. A stepwise CI equivalence test is proposed that integrates the MmCSRS as a method for comparing the relative shapes of CI profiles and incorporates statistical tests for assessing equivalence of single actuation content and impactor sized mass. This stepwise CI equivalence test was applied to 55 published CI profile scenarios, which were classified as equivalent or inequivalent by members of the Product Quality Research Institute working group (PQRI WG). The results of the stepwise CI equivalence test using a 25% difference in MmCSRS as an acceptance criterion provided the best matching with those of the PQRI WG as decisions of both methods agreed in 75% of the 55 CI profile scenarios.


Asunto(s)
Pulmón/metabolismo , Preparaciones Farmacéuticas/administración & dosificación , Tecnología Farmacéutica/métodos , Administración por Inhalación , Distribución de Chi-Cuadrado , Diseño de Equipo , Tamaño de la Partícula , Preparaciones Farmacéuticas/química , Tecnología Farmacéutica/instrumentación , Equivalencia Terapéutica
18.
J Aerosol Med Pulm Drug Deliv ; 26(3): 138-44, 2013 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-22947131

RESUMEN

BACKGROUND: A new in vitro test method for dry powder inhalers (DPIs) was recently found to be predictive of the published in vivo results for Budelin Novolizer. The present study was intended to assess the method's robustness by evaluating correlations between average drug deposition in vitro and in vivo from five different DPIs. METHODS: In vitro drug deposition from five marketed DPIs was assessed in a realistic physical airway model of a "medium" sized adult in an experimental setup that allowed deposition to be characterized regionally for carefully selected simulated air flow rate versus time profiles. The DPIs studied were Spiriva(®) HandiHaler(®), Relenza(®) Diskhaler(®), Salbutamol Easyhaler(®), Pulmicort(®) Turbuhaler(®), and Foradil(®) Aerolizer(®). In vitro regional deposition results were compared with those reported in the literature in order to create in vitro-in vivo correlations (IVIVCs) for each inhaler. RESULTS: Mean percent total lung deposition (TLD ± SD) in vitro for Spiriva HandiHaler, Relenza Diskhaler, Salbutamol Easyhaler, Pulmicort Turbuhaler, and Foradil Aerolizer were 17.3 ± 1.2, 22.6 ± 1.1, 29.0 ± 1.1, 28.0 ± 3.0, and 21.7 ± 1.2, respectively. These results showed excellent agreement with reported in vivo values, with absolute prediction errors in TLD of ≤ 2% for all DPIs except Relenza Diskhaler. Similarly, in vitro mouth-throat and device deposition results were stoichiometrically comparable to those reported in vivo for all DPIs except Relenza Diskhaler and Turbuhaler. Inspection of the scintigraphy studies for Relenza Diskhaler and Turbohaler revealed possible problems with powder labeling and result interpretation in their in vivo clinical assessments. CONCLUSIONS: A characteristic physical airway model representing a medium-sized adult, when coupled to carefully chosen characteristic inhalation maneuvers used in the clinic, produced results that correlated with regional drug deposition estimates from scintigraphy across a group of different DPIs.


Asunto(s)
Sistemas de Liberación de Medicamentos , Inhaladores de Polvo Seco , Pulmón/metabolismo , Preparaciones Farmacéuticas/administración & dosificación , Adulto , Animales , Humanos , Pulmón/diagnóstico por imagen , Modelos Anatómicos , Cintigrafía , Distribución Tisular
19.
J Aerosol Med Pulm Drug Deliv ; 25(1): 32-40, 2012 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-22070526

RESUMEN

BACKGROUND: In vitro-in vivo correlations (IVIVCs) are needed to relate in vitro test results for deposition to mean data from clinical trials, as well as the extremes in a population. Because drug deposition variations are related to differences in airway dimensions and inhalation profiles, this article describes the development and validation of models and methods to predict in vivo results. METHODS: Three physical models of the upper airways were designed as small, medium, and large versions to represent 95% of the normal adult human population. The physical dimensions were validated by reference to anatomy literature. The models were constructed by rapid prototyping, housed in an artificial thorax, and used for in vitro testing of drug deposition from 200 µg Budelin Novolizers using a breath simulator to mimic the inhalation profiles used in the clinic. In vitro results were compared to those reported in vivo. RESULTS: The "average" model was scaled to produce "small" and "large" versions by multiplying linear dimensions by 0.748 or 1.165, respectively, based on reports of the mean and standard deviation of airway volume across a normal adult population. In vitro deposition variation under fixed test conditions was small. Testing in the model triplet however, using air flow rate versus time profiles based on the mean and the extremes reported in the clinic, produced results for total lung deposition (TLD) in vitro consistent with the complete range of drug deposition results reported in vivo. The effects of variables such as flow rate in vitro were also predictive of in vivo deposition. CONCLUSIONS: A new in vitro test method is described to predict the median and range of aerosol drug deposition seen in vivo. The method produced an IVIVC that was consistent with 1:1 predictions of total lung deposition from a marketed powder inhaler in trained normal adults.


Asunto(s)
Pulmón/metabolismo , Preparaciones Farmacéuticas/metabolismo , Adulto , Aerosoles , Femenino , Humanos , Masculino , Modelos Biológicos
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