Introduction
Pulmonary aspergillosis (PA) is an advanced state of Aspergillus fumigatus (A. fumigatus) colonization that occurs after the germination of conidia. PA is a common cause of morbidity and mortality among immunocompromised individuals. Over the past 20 years, the incidence of PA infections has increased dramatically. A. fumigatus conidia can survive outdoors for extended periods while suspended in the air.1 The most common mode of transmission is inhalation. The lungs serve as the primary gateway for this pathogen, often marking the initiation point for invasive entry, which can lead to fatal outcomes in more than 90% of cases.2
Despite the advancements in therapy, mortality rates remain exceedingly high once an invasive stage is reached. The disease progression in most immunocompromised patients is notably rapid.1 The high treatment failure rate can be attributed to several factors. First, PA is difficult to diagnose in the early stages because of its non-specific symptoms. Often, by the time the first clinical symptoms appear (eg, hemoptysis), an invasive state has already been reached. Another critical reason for treatment failure is that the existing oral or intravenous administration methods require high systemic concentrations to achieve effective pulmonary levels, leading to numerous adverse effects and metabolic interactions.3,4
Itraconazole (ITZ) is widely regarded as a first-line drug for the treatment of aspergillosis.5 Despite its extensive antifungal activity and high efficacy, ITZ has low solubility and can induce numerous side effects, including hepatotoxicity and metabolic interactions.6,7 Additionally, the currently available forms of ITZ administered either intravenously or orally require high doses to ensure effective drug delivery to lung tissues and lesion sites.8,9 Therefore, the pulmonary delivery of ITZ is a promising alternative to PA treatment. Specifically, A. fumigatus can become embedded within the mucous layers and remain in the pulmonary cavities. The delivery of ITZ through the lungs not only facilitates its delivery to pulmonary tissues, but also enables direct access to pathogens embedded within the pulmonary mucus.10–12 Consequently, this delivery method is expected to enhance both the efficacy and safety of treatment.
Among pulmonary drug delivery formulations, dry powder inhalers (DPIs) are the most traditional and continue to be extensively developed.13 Unlike liquid formulations, they offer chemical stability, do not require propellants,14 and have a lower risk of formulation issues.15 They are generally suitable for delivering high drug concentrations and ensure reproducibility and reliability.16,17 To reach deeper lung penetration, it is essential for the drug particles in DPIs to have aerodynamic diameters ranging from 0.5 μm to 5 μm.18 However, these fine powders often exhibit high cohesiveness, which leads to poor flowability.19 Additionally, poorly soluble ITZ has the potential to dissolve slowly and incompletely in the lungs.7 Undissolved ITZ particles can be eliminated through mucociliary clearance or macrophages.20
Nanoparticles are advantageous formulations for Class 2 and 4 drugs according to the Biopharmaceutics Classification System (BCS), where the dissolution rate is the rate-limiting step for absorption.21 The rate of drug dissolution is inversely proportional to the particle diameter; therefore, reducing the particle size can enhance the dissolution rate. In addition, nanoparticles are effective in overcoming biological barriers.22 Under conditions involving pulmonary administration, the lung mucus and bacterial biofilms present substantial barriers to drug penetration.23 Drugs typically exhibit low diffusion rates and are susceptible to inactivation within mucosal layers or biological films. Depending on their physicochemical properties, nanoparticles possess the capability to penetrate these mucosal barriers and biofilms, facilitating more effective drug delivery.24,25 Although nanoparticles have the potential to improve lung treatment, delivering them to the lungs is challenging. Particles between 0.1 and 1 μm exhibit low deposition efficiency upon inhalation.26,27 Due to their high surface area-to-volume ratio, nanoparticles tend to form large agglomerates (>5 μm) that deposit in the upper airways through impaction.28 Furthermore, inhaled non-agglomerated nanoparticles are likely to be expelled during exhalation. For nanoparticles to be successfully delivered to the lungs via inhalation, they must be transformed into inhalable microparticles while preserving their essential characteristics of the nanoparticles.
Therefore, DPI formulations require extensive particle-level engineering to balance interparticle forces in the dry powder bulk, ensuring sufficient stability during processing and storage as well as optimal dispersion and fine particle generation during inhalation29 Among these techniques, spray drying is used to produce drugs and excipient particles that can be inhaled without further modification because of their excellent dispersibility and small mass median aerodynamic diameter (MMAD).30 The component distribution within the spray-dried particles depends on the surface activity and diffusion characteristics of the sprayed droplet components, as well as the drying parameters. This also influences the particle size and shape and is used to control the production of materials with desired properties.31 Typical spray-dried materials are low-density, somewhat spherical, amorphous particles.32 Porous particles with low interparticle interactions can be formed by designing a process to promote early envelope formation and coating with hydrophobic surfactants. Despite their small size, these particles can be easily handled owing to their low cohesiveness. The best commercial example of this strategy is the PulmoSphere™ technology.33
Nevertheless, existing technologies such as PulmoSphere™ focus on delivering microparticles to the lungs. To preserve the drug’s efficacy in the lungs, it may be advantageous to retain the unique properties of the nanoparticles. To overcome these limitations, a multistage formulation process known as Nanoparticles-in-Microparticles (NIM) technology has been proposed. This involves the preparation of nanoparticles and their incorporation into microparticles. NIM, also referred to as Trojan microparticles, facilitate stable storage and transportation of microparticles to the lungs. Upon reaching the lungs or a specific target site, these microparticles release nanoparticles that are capable of penetrating barriers.34,35
Another critical factor in facilitating this drug delivery process is the choice of material. Significant research has been conducted to develop controlled release formulations for pulmonary delivery, where the drug is encapsulated within polymers, copolymers, or lipids.36,37 Among these materials, PVA stands out as a biocompatible and non-cytotoxic excipient.38,39 PVA plays a crucial role in stabilizing nanoparticles or microparticles, thereby helping to maintain the structural integrity of the delivery system.40 Additionally, PVA’s hydrophilic nature supports efficient mucosal adhesion, allowing the drug to remain at the delivery site for a longer duration, and enhances interactions with the pulmonary mucus layer.41,42 This improved retention and interaction can potentially enhance therapeutic efficacy in pulmonary drug delivery systems.43
Therefore, the objective of this study was to prepare ITZ-containing NIM formulations using spray drying, evaluate their efficacy against PA, and develop a DPI formulation that could potentially offer improved therapeutic effects and safety compared to oral administration. To enhance the stability and performance of the formulation, PVA was selected as a key excipient due to its biocompatibility and ability to stabilize nanoparticles. The inclusion of PVA in the NIM formulations was expected to (i) improve the aerodynamic performance of the spray-dried microparticles; (ii) facilitate more effective drug delivery to the lung cavities, pulmonary mucus, and pulmonary tissues by maintaining nanoparticle stability and promoting longer retention at the site of action; and (iii) ultimately lead to enhanced therapeutic outcomes for PA. This approach underscores the promising potential of combining ITZ with PVA in NIM formulations, offering a more efficient and targeted pulmonary treatment strategy for PA.
Materials and Methods
Materials
Itraconazole (ITZ) was purchased from SMS Pharmaceuticals Ltd. (India). Polyvinyl alcohol 500 (MW 22,000) was purchased from the OCI Company Co., Ltd. (Republic of Korea). Sodium lauryl sulfate (SLS) was purchased from DUKSAN Co. Ltd. (Republic of Korea). The water was purified by filtration in a laboratory. High-performance liquid chromatography (HPLC)-grade solvents were used for the analysis. HPLC-grade ethanol and acetonitrile (ACN) were purchased from Honeywell Burdick & Jackson (USA). All reagents were of analytical grade and were used without further purification.
Preparation Method
A two-step protocol was employed to prepare the NIMs. Initially, a nanosuspension (NS) was prepared using wet milling techniques with PVA, SLS, and ITZ. After dilution with PVA, the suspension was processed via co-spray drying to obtain the final micronized powder. Subsequently, the NIMs were prepared by varying the concentration of PVA and spray-drying the micronized powder. To facilitate a comparative analysis of the physicochemical properties and, in-vitro and in-vivo studies (pharmacokinetics and pharmacodynamics), jet-milled ITZ microparticles containing nanoparticles were prepared.
Preparation of Nanoparticles Using Wet Milling
PVA (225 mg) and SLS (23 mg) were dissolved in purified water to a final volume of 15 mL. Additionally, 75 g of ZrO2 beads was employed as the milling medium in a planetary ball mill (Retsch Planetary Ball Mill PM 100 MA, Retsch GmbH, Germany).44 The milling parameters were as follows: 120 min at 400 rpm with a bead size of 0.1 mm. This process resulted in NS containing ITZ, PVA, and SLS. The resulting ITZ-NS was diluted with purified water to a final volume of 500 mL to achieve an ITZ concentration of 6.25 g/L (Table 1).
Preparation of Nanoparticle-in-Microparticles Using Spray Drying
Different compositions were prepared by adding varying amounts of PVA (Table 1). The different formulations for spray drying were designated as ITZ: post-additive PVA ratios of 1:0, 1:0.1, 1:0.3, 1:0.5, 1:0.7, and 1:1. The ITZ was spray-dried using a laboratory scale spray dryer (EYELA SD-1000, Tokyo Rikakikai Co., Ltd., Japan) with the following parameters: inlet temperature of 160°C; outlet temperature of 85°C – 95°C; nozzle size of 0.7 mm, feeding rate of 1.7 mL/min; atomization air pressure of 150 kPa, and blower rate of 0.30 m3/min. The spray-dried ITZ nanoparticles-in-microparticles (ITZ-NIM) were kept in a glass vial containing silica gel at −20°C until used.45
Jet-Milling
The jet-milled ITZ microparticles (JM) were prepared using an air jet mill (A-O JET MILL, J S Tech Co., Ltd., Republic of Korea) with the following parameters: G nozzle: 0.5 MPa; P nozzle: 0.5 MPa. Nitrogen air was used for milling, and the JM were then kept in a glass vial containing silica gel at −20°C until used.
Physicochemical Properties of Nanoparticle-in-Microparticles
Scanning Electron Microscope (SEM)
JM and ITZ-NIM were visually imaged using a scanning electron microscope (SEM; ZEISS-GEMINI LEO 1530; Zeiss, Germany). The samples were placed onto carbon tape and were then coated with platinum using a Hummer VI sputtering device, reaching 200 Å coating thickness. A voltage of 3 kV and magnifications of 3,000 × and 10,000 × were used.
Transmission Electron Microscope (TEM)
The electron beam emitted from the high voltage passed through the ultrathin sample to form a two-dimensional image according to the electron density, allowing observation of the ultrafine structure inside the sample. After transferring the ITZ-NS and ITZ-NIM samples to a copper grid, negative staining was performed using 1% phosphotungstic acid, and the samples were completely dried for 2 h at 40°C in a dry oven. The images were captured at a magnification of 15,000× under an accelerating voltage of 120 kV.
Particle Size Distribution (PSD)
The particle size distribution of the NSs were determined using a dynamic light scattering technique (DLS, Litesizer 500, Anton paar, AT, measurement range of 0.3 nm – 10.0 µm). One milliliter of each sample was added to 50 mL of distilled water, and the suspensions were vortexed for 20s and allowed to equilibrate for 1 h. The measured mean particle size and size distribution were expressed as the Z-average and polydispersity index (PDI). The particle size distribution of the nanoparticle-in-microparticles was determined by laser diffraction (Malvern Mastersizer Scirocco 2000, Malvern Instruments Ltd., UK). A dry dispersion unit was used to observe the spray-dried nanoparticle-in-microparticles. Approximately 1.0–2.0 g of the product was loaded onto a feeding tray. The air pressure was adjusted to 3.0 bar and 25% vibration feed was used. Each sample was measured in triplicate.
Differential Scanning Calorimetry (DSC)
DSC was performed using a Q2000 instrument (TA Instruments Ltd., USA). ITZ, JM, and NIM 1–6 weighing approximately 1 mg, were placed in aluminum pans and sealed hermetically. The samples were heated 0°C – 250°C at a heating rate of 10°C/min. All experiments were conducted in triplicates.
Powder X-Ray Diffraction (PXRD)
PXRD patterns were obtained using an X’Pert PRO MRD® (PANAlytical Ltd., Netherlands) with Cu K radiation at 50 mA and 40 kV. The nanoparticle-in-microparticles (JM, NIM 1–6) were placed on plates at room temperature. 2θ scans were collected from 5° to 60°.
Fourier Transform Infrared (FT-IR)
FT-IR was performed on raw ITZ, JM, and NIM 1–6 in the range of 500–4000 cm−1, using IFS 66/S® (BRUKER OPTIK GMBH Ltd., USA).
In-Vitro Aerodynamic Performance
In accordance with the USP Chapter <601> specifications for aerosols, the aerodynamic performance of the ITZ-NIM 1–6 formulations were evaluated using a next-generation impactor (NGI, Copley Scientific Limited., Nottingham, UK) and RS01® DPI device. To prevent particle bounce and re-entrainment, the collection plates of the NGI stages were pre-coated with 3% silicone oil in hexane. Each sample, containing 10 mg of the ITZ-NIM DPIs formulation, was loaded into hydroxypropyl methylcellulose hard capsules (size 3). A capsule was inserted into the RS-01, and the device was inserted into the mouthpiece of the induction port. Air was inhaled at a controlled flow rate of 60 L/min for 4 s. For an NGI flow rate of 60 L/min, the aerodynamic cutoff diameters of each stage were determined as 8.06 µm, 4.46 µm, 2.82 µm, 1.66 µm, 0.94 µm, 0.55 µm, 0.34 µm, and 0.14 µm for stages 1–7 and Micro Orifice Collector (MOC). The quantity of sample remaining in the capsule and deposited on each collection plate at each stage was quantified using HPLC. The parameters of the aerosolization performance were calculated by Inhalytix® software (Copley Scientific Ltd., Nottingham, UK), ie, fine particle fraction (FPF), fine particle dose (FPD), mass median aerodynamic diameter (MMAD), and geometric standard deviation (GSD).
Example of Equation:
Emitted Dose [ED, %] = [(Initial Mass in Capsule − Final Mass Remaining in Capsule)/(Initial Mass in Capsule)]
Fine Particle Fraction [FPF, %] = [Mass of Particles in Stages 2-MOC]/[Mass of Particles in All Stages].
The mass median aerodynamic diameter (MMAD) and geometric standard deviation (GSD) were calculated using the guidelines provided in USP Chapter 601. The MMAD was determined from a plot of a mass fraction smaller than the aerodynamic diameter, specified as D50%, on a logarithmic probability scale. The GSD was calculated using the following equation:
GSD = √[D84.13%/D15.87%].
In-vitro Behavior of NIMs in Artificial Mucus (AM) Layer
Diffusion across the artificial mucus (AM) layer into the lung fluid was demonstrated using simulated lung fluid (SLF) prepared according to literature protocols.46 In brief, the SLF was prepared according to the recipe described in Table S1, and the pH of the fluid was maintained between 7.0 and 7.2 throughout the experiment. Using Franz diffusion cell apparatus (Phoenix DB-6, Teledyne Hanson Research, Inc., USA), a formulation containing 1 mg of itraconazole was loaded onto a regenerated cellulose (RC) membrane using a dry powder insufflator (DP-4, Penn-Century Inc., USA), and 15 mL of SLF was added to the receptor phase of the Franz diffusion cell, maintained at 37°C for 30 minutes under stirring at 150 rpm. Subsequently, the particle morphologies of the RC membranes were examined by SEM. The particle size and PDI of the receptor were measured after 100-fold dilution with water. The ITZ concentration in the dispersion was quantitatively analyzed using high-performance liquid chromatography (HPLC). PVA was dissolved in water, the particle size (excluding the drugs) was measured, and the particles were found to consist only of nanoparticles. The re-dispersed fraction of nanoparticles was calculated by relating the nanoparticles in the dispersion to the theoretical nanoparticle content.
Additionally, the upper well of a 24-transwell system was utilized to simulate the mucosal surface and mucus layer, with the mucus layer thickness set at 50 μm to reflect a patient’s condition. The receptor phase, containing 12 mL of SLF, was used to model epithelial cells separated by a semipermeable film with a pore size of 0.4 μm. The effective diffusion area is 0.33 cm2. The stirring bar rotation was maintained at 400 rpm, and the temperature was kept constant at 37°C. The ITZ content of each formulation was measured to be 1.5 mg, and the formulation was incubated for 4 h. The ITZ concentrations at the apical, artificial mucus, and basal surfaces were measured using HPLC at the end of the incubation period.
Macrophage Uptake Study
To evaluate the ability of ITZ-NIM to resist uptake by lung-resident macrophages, mouse macrophages (RAW 264.7 cells, ATCC) were seeded in a 24-well plate at a density of 5×105 cells/well. ITZ-NS, JM or ITZ-NIM were reconstituted in RPMI-1640 cell culture medium at a final ITZ concentration of 100 μM. Each well was then treated with 1 mL of the suspension and incubated for 2 h. Subsequently, the cells were detached using cell scrapers and collected by centrifugation at 1,500 × g for 10 min. The cells were lyophilized overnight. Subsequently, 1 mL of methanol was added to each sample and incubation was continued overnight to extract the drug. The supernatant was completely suctioned and analyzed quantitatively. The drug content in both the cell pellet and supernatant was measured; the drug extracted from the cell indicated phagocytosis by macrophages, whereas the drug in the supernatant was considered a drug that was not phagocytized by macrophages.
In-vivo Pharmacokinetic and Pharmacodynamics Studies in SD Rats
Animal and Experimental Design
This animal care and use protocol was reviewed and approval by the IACUC as Chungbuk National University (Republic of Korea, Approval number: CBNUA-24-0019-03).
Sprague Dawley (SD) rats (male, 250–300 g) were purchased from SAMTAKO BIO KOREA (Republic of Korea) and provided ad libitum. SD rats were divided into five groups (n = 5) and treated with 10 mg/kg JM, NIM-4, or NIM-6 using the method described below. The oral formulation was suspended and loaded into a syringe equipped with a zone. The DPI formulations (JM, NIM-4, and NIM-6) were loaded into a DP-4R dry powder insufflator equipped with an SC-X sample chamber expander (Penn-Century Inc., USA). To conduct pharmacokinetics study, the rats were anaesthetized with isoflurane, and 500 μL of blood was taken from the eyeground veins. (Timepoint: 0.5, 1, 2, 4, 6, 8, 12, 24 h). Blood samples were stored in heparin-coated tubes immediately after collection. Plasma was obtained by centrifugation (15 min at 4,000 rpm). Plasma was analyzed as soon as it was obtained. Proteins in the plasma were precipitated using ACN. The ACN was added at 200 μL per 200 μL of plasma and left to stand for 30 minutes after mixing and centrifuged (10,000 rpm for 15 min). Aliquots (20 μL) of the supernatant were injected for HPLC analysis. After administration, four rats from each group were sacrificed at 5, 60, and 180 min at each time point to obtain the lungs. Plasma, lung tissue, and BALF were collected from the sacrificed SD rats. Subsequently, the lung tissues were homogenized, and the homogenates were subjected to solvent precipitation prior to analysis of the pharmaceutical compounds.47
Preparation of A. Fumigatus
A. fumigatus was purchased from ATCC (MYA-4609). The spores were cultivated on potato dextrose agar (PDA) plates. The spores were grown on PDA plates for 3–5 d at 28 °C and harvested, resuspended in phosphate buffer saline with 0.05% Tween 80 (PBS-T).48
In-vivo A. Fumigatus Infection
To select the immunosuppressive regimen, 50 mg/kg of cyclosporine A and 0.5 mg per kg of tacrolimus were administered by intraperitoneal injection.49,50 It was administered thrice a week for two weeks. The A. fumigatus strain (1 × 108 spores/200 μL/rat) was administered by intratracheal installation (ITI).51,52 Passing through the upper airways, the MicroSprayer® Aerosolizer device was proven to generate an air-dispersed controlled cloud of conidia in the bronchial-tracheal apparatus of rats, mimicking the real pathophysiology of airborne A. fumigatus exposure.53 The rats were divided into five experimental groups (n=4): no A. fumigatus infection group (NC), untreated control group (PC), group treated with raw ITZ at 10 mg/kg orally (PO_Raw ITZ), group treated with ITZ via intratracheal administration of the JM formulation (ITI_JM), and group treated with ITZ via intratracheal administration of the NIM-6 formulation (ITI_NIM-6). Treatment was performed daily for two weeks. After the experimental infection, the body weight and survival rate of the SD rats were measured daily. The SD rats reduced to less than 20% body weight and sacrificed to obtain plasma, lungs, and BALF.48,54
Galactomannan (GM) Antigen Enzyme-Linked Immunosorbent Assay (ELISA)
GM in rat serum was measured using a General GM antigen ELISA kit (MyBioSource, USA) according to the manufacturer’s instructions. Briefly, the serum samples were added to an ELISA plate and incubated for 30 min at RT. The HRP-conjugated reagent was then added to the plate and incubated for 1 h at RT. The reactions were developed 50 μL of Chromogen Solution A and 50 μL of Chromogen B and terminated by adding 50 μL of 2 mm H2SO4. The plate was then read with a microplate reader at an absorbance of 450 nm.55,56
Serum Assessments for Hepatotoxicity
Liver enzyme activity is often measured to assess the liver health and function. The two most measured liver enzymes are Alanine Aminotransferase (ALT) and Alkaline Phosphatase (ALP). ALT and ALP levels were determined using an automatic blood biochemical analyzer (Model 7180; Hitachi High-Technologies Corp., Tokyo, Japan).57
Tissue Isolation and Fungal Burden Assessment
The rats were divided into five groups (n=4 per group) and their weights and survival rates were measured daily. The rats were euthanized, and serum and BALF were collected. The rats were then quickly dissected, and the lungs were quickly harvested for use in subsequent experiments. Left lungs were preserved in 10% formalin overnight at 4 °C. Paraffin-embedded sections were stained with hematoxylin and eosin (H&E) and visualized under an optical microscope (LEICA, DM 2500, Germany). Stained tissue samples were magnified 40× to obtain microscopic images of the primary bronchus and alveolar.58 The right lung was removed from the body, crushed with steel beads, and immersed in 2 mL of PBS-T. Homogeneous tissue samples were cultured for 3 d at 28°C by serial dilution with PBS-T and repeatedly incubating them on PDA plates. The number of colony-forming units (CFU) was measured after 3 d of cultured.59
High Performance Liquid Chromatography (HPLC) -UV Analytical Method
The HPLC method for quantitative analysis of ITZ was conducted using a Thermo Ultimate 3000 hPLC system (Thermo Scientific, Waltham, Middlesex County, USA). The column was an Inertsil ODS-2250×4.6 mm, 5 µm HPLC analytical column (GL Sciences, Japan). The mobile phase was composed of a mixture of a buffer containing 27.2 mg of tetrabutylammonium hydrogen sulfate dissolved in 1,000 mL of water and ACN in a ratio of 30:70 (v/v). The mobile phase was filtered through a 0.45 µm membrane filter (Whatman, UK) and then degassed before use. The mobile phase was pumped through the column at a flow rate of 2.0 mL/min. The column temperature was set to 30 °C, and the detection wavelength was 225 nm. The injected volume of each sample was 20 µL. The HPLC retention time was 10 min, and ITZ was detected at 6.0 min.
The standard curve was obtained at eight points (100, 50, 25, 12.5, 6.25, 3.13, 1.56, and 0.78 µg/mL) based on dilutions of the standard ITZ solution at 100 µg/mL. The correlation coefficient of the standard curve was 0.99999. The limit of detection (LOD) and the limit of quantification (LOQ) were calculated using the standard deviation method and were determined to be 0.59 µg/mL and 1.78 µg/mL, respectively. The HPLC method was validated for the calculations.
Statistics
Statistically significant differences in physicochemical properties, in-vitro studies, and in-vivo studies (pharmacokinetics and pharmacodynamics) were evaluated using one-way analysis of variance (ANOVA) and Tukey’s / Dunnett’s post hoc test (SPSS version 23, SPSS Inc., USA). Statistical significance was set at p < 0.05.
Results and Discussion
Physicochemical Properties of Nanoparticle-in-Microparticles
Morphology
The morphologies of the samples are shown in Figure 1. Additionally, the physicochemical properties of the particles, such as the true density and zeta potential, are presented in Table S2. Figure 1A and C-Hare SEM images, whereas panel Figure 1B displays a TEM image of ITZ-NS. The raw ITZ exhibited needle-shaped particles, which were thin and elongated, measuring tens of micrometers in size. Conversely, the ITZ-NS produced through wet ball milling predominantly exhibited irregular shapes smaller than 500 nm. In NIM-1, which did not incorporate PVA during spray drying, the milled ITZ particles exhibited aggregated forms. From NIM-2 onwards, when PVA was added during the spray drying process, the surfaces became progressively smoother as more PVA was incorporated.60 However, NIM-2, an intermediate stage, had a surface with filled gaps and aggregated forms, creating a rough texture with pores. NIM-3, where the PVA/ITZ ratio reached 1:0.3, showed almost no fine pores but retained a rough surface. In NIM-4, the surface smoothened and larger undulations in the particles were emphasized. This trend continued for NIM-5 and NIM-6, where an increase in the PVA content resulted in smoother surfaces and deeper undulations in the particle structure. NIM-6 displayed such severe shrinkage that the innermost folds of the particle undulations were not visible. These morphological features align with the Reynolds theory, suggesting that an increase in the viscosity of the hydrophilic substrate PVA reduces solute diffusion during spray drying, causing the particles to fold more significantly and indent.61 While the overall size of the manufactured NIM particles remained similar, the smoothness or roughness of the surface and the degree of particle undulation significantly affected the aerodynamic performance. Previous studies have suggested that rough or porous surfaces can enhance particle adhesion.62 Furthermore, small undulations such as dimples can improve the aerodynamic inhalation efficiency, whereas larger macroscale undulations may cause interlocking among particles, thereby reducing the inhalation efficiency.
Particle Size Distribution (PSD) by Laser Diffraction
The particle size distributions of the formulations are summarized in Figure 2A. The NSs were prepared using raw ITZ and PVA during milling. In the final ITZ-NS formulation (Table S3), the particle size of ITZ was 270 nm ± 5 nm, with a PDI of 0.17 ± 0.02. Following spray drying, all formulations had a Dv50 value within the range of 1–5 μm with monodisperse distribution, making the particle size suitable for pulmonary delivery. The incorporation of PVA into the formulation increased the geometric size of the spray-dried particles. The distribution was monodispersed in all cases (span < 2.0), which was essential for accurate dosing.63,64 To avoid mucociliary clearance and macrophage uptake during the determination of nano particle size, the Dv90 value (μm) was set below 0.3 μm (Figure S1). PDI typically allows monodispersed below 1, with a criterion set below 0.2 to producing more uniform particles.65 The MMAD may vary depending on particle density or shape. Nonetheless, particles larger than 5 μm generally cannot follow the airflow direction changes at the upper and branching airway bifurcations due to inertial impaction. Particles smaller than 1 μm are typically exhaled. Ultimately, the required particle size range for pulmonary therapy falls within a diameter of 1–5 μm.66
Crystallinity
The crystal state was determined by DSC and PXRD. In the thermal analysis depicted in Figure 2B, DSC was employed to evaluate the impact of excipients and processing conditions on the physical properties of the ITZ. PVA exhibited no endothermic peaks during DSC analysis.67 The DSC thermograms of raw ITZ displayed a pronounced endothermic peak at 167.4°C, indicative of its melting point and crystalline nature.68,69 Following milling and spray drying, the DSC thermograms consistently showed broader endothermic peaks for ITZ, suggesting a reduction in drug crystallinity. The decrease in the melting temperature of the residual ITZ crystals in the formulations relative to those in the raw ITZ can be attributed to the reduced particle size and increased amorphization facilitated by PVA. Comparison with the PXRD data revealed no alterations in the crystal state (Figure 2C), including no shifts or deformations in the crystal structure. Although there were no changes in the molecular structure or crystallinity of the compound, the addition of PVA diminished the agglomeration energy of the particles, thereby lowering the melting point of the ITZ. During the spray drying process employed in the manufacture of NIM, the melting point of the drug is reduced, yet the molecular structure and crystallinity remain unaltered.
As illustrated in Figure 2C, the PXRD patterns were used to characterize the crystalline state of the ITZ after preparation. The XRD patterns of the raw materials confirm the crystalline structure of the ITZ, as anticipated. Specifically, raw ITZ exhibited characteristic diffraction peaks with the highest intensities at 8.9°, 10.9°, 14.5°, 17.5°, 20.5°, 23.6°, 25.5°, and 27.2° 2-theta, indicative of its crystalline nature.68,70 However, in the formulations, the intensities of these characteristic peaks were diminished. The incorporation of PVA and SLS had no discernible influence on the diffractograms. Throughout the milling and spray-drying processes, a notable reduction in crystallinity was apparent. This reduction was quantified by measuring the decrease in the total area under the curve of the characteristic peaks relative to those of the physical mixtures.71
Fourier Transform Infrared (FT-IR)
The FT-IR spectrum of the raw ITZ is shown in Figure 2D. The predominant peaks of raw ITZ were identified at 3382, 3130, 3072, 2964, 2825, 1695, 1509, 1452, 734, and 673 cm−1. The absorption bands ranging from 2800 cm−1 to 3200 cm−1 correspond to the stretching vibrations of C-H bonds, encompassing both alkane and aromatic types. Specifically, the band at 3382 cm−1 was attributed to the stretching vibration of the CH group in the furan ring, and the band at 734 cm−1 was associated with C-Cl stretching within the ITZ molecule. Additionally, the bands at 3130 and 3072 cm−1 are due to the stretching vibrations of the amino group. The pronounced band at 1695 cm−1 is indicative of C=O stretching, whereas the bands at 1509 and 1452 cm−1 correspond to the stretching vibrations of C=C and C-N bonds, respectively.72
In-Vitro Aerodynamic Performance Study
The aerodynamic parameters of the test tubes are listed in Table 2. The MMAD of the manufactured formulations ranged from 2.5 to 3.2 μm. The FPF values of the samples varied from 64.6% to 89.9%. The stagewise distribution of next-generation impactors is shown in Figure S2. The JM sample exhibited approximately 30% deposition in the induction port simulating the upper airways and showed lower FPF values (58.7%) and higher MMAD values (3.5 μm) compared to the NIM formulation. Among the NIM formulations, the lowest PVA concentration resulted in the highest FPF value (89.9%), as can be discussed similarly to the SEM images. The application of PVA influenced the surface characteristics of the particles, with higher PVA concentrations reducing the aerosolization of the product owing to particle agglomeration or folding.73,74 Formulations with lower PVA concentrations achieved deeper deposition in the NGI, utilizing smaller MMAD (2.5 μm) and higher FPF (89.9%). In contrast, all NIM formulations exhibited high level of emitted dose percentages (ED%) (84.8–91.1%) and demonstrated superior FPF (64.6–89.9%). All the formulations exhibited uniform aerodynamic parameters. Compared with the JM formulations, the NIM formulations demonstrated even greater uniformity in their aerodynamic parameters. Minimal variations in ED and FPF are crucial to ensure the efficacy and safety of the designed medication. An important point of this study is that the results are consistent with the findings of the morphological study.62,75,76 NIM-1 and NIM-2, which have pores and small undulations, exhibited very high inhalation efficiencies, with a FPF of over 85%. As the PVA ratio increased and the undulations became relatively large, FPF decreased slightly. However, all NIM formulations still demonstrated high inhalation efficiency, with an FPF of over 60%.
In-Vitro Behavior of NIMs in Artificial Mucus (AM) Layer
Upon arrival of NIM in the lungs, its behavior within the mucus layer and its potential absorption into the body were simulated. This study aimed to confirm that the NIM formulation delivered nanoparticles to the lungs and verify their behavior an in-vitro. Figure 3 confirms the presence of particles on the Franz diffusion cell membrane initially and after 30 min, indicating the loading of NIM onto the membrane. Both NIM-1, without the post-addition of PVA, and NIM-2, with the post-addition of PVA at a ratio of 0.1 compared to ITZ, exhibited abundant microparticles on the membrane surface even after 30 min. In contrast, no microparticles were observed for NIM-4 or NIM-6. However, NIM-4 showed some signs of membrane surface alteration compared with NIM-6, although microparticles were not evident. As the PVA ratio increased, the hydrophilicity of the particles increased. Consequently, in NIM-1 and NIM-2, many particles remained intact on the membrane, whereas in NIM-6, the particles were almost completely disintegrated and penetrated, fully revealing the membrane structure. In NIM-4, the particles partially dissolved to the extent that their forms were not visible; however, they did not completely disintegrate. Instead, they appeared to cover the pores of the membrane in a suspended state.77
Figure 4 illustrates the characteristics of the permeated nanoparticles. The particles that penetrated the membrane exhibited a morphology like that of the initially prepared ITZ-NS, indicating that the drug remained undissolved and redistributed (Figure 4A). Although the initial nano particle shape and size were indiscernible in formulations with low PVA concentrations (NIM-1, 2), formulations with high PVA concentrations (NIM-4, 6) showed measurable size distributions like those of the initial nanoparticles (Figure 4A and C). Additionally, quantitative analysis of drug concentrations in the receptor phase revealed that formulations with higher PVA concentrations exhibited sequential disintegration of microparticles acting as carriers and drug permeation rates (Figure 4B). The increased ratio of PVA led to an increased disintegration rate of the NIMs with increased redispersion rates of the nanoparticles. The amount of the drug diffusing from the simulated pulmonary AM into the epithelium was measured (Figure 4D). When the PVA concentration of the NIM formulations changes, the extent to which nanoparticles of NIM diffuse into the AM differs.78 The amount of ITZ on the apical side was measured in the following order: RAW ITZ, JM, NIM 1, 2, 4, 6 formulations, with concentrations of 47.4±6.5, 43.9±8.0, 48.4±28.3, 51.7±16.1, 13.5±2.0, and 16.1 ± 4.2 g/ mL, respectively. Substantial amounts of the drug were detected in formulations with poor disintegration (RAW ITZ, JM, and NIM 1 and 2), indicating that the drug in particulate form was not absorbed by the artificial mucosal barrier. Conversely, following RAW ITZ, JM, NIM 1, 2, 4, 6 formulations the amount of ITZ within the AM was measured at 8.3±5.2, 15.3±10.3, 2.8±0.7, 7.5±6.4, 43.7±6.7, 49.1±8.9 μg/mL, respectively. This suggests that the nanoparticles rapidly dissolved in the mucus layer due to the solubility of PVA.79 This aspect is a crucial factor in the design of NIM. To maximize the advantages of microparticles during storage and inhalation, promote nanoparticle absorption upon reaching the lungs, and evade phagocytosis, it is essential for the nanoparticles to rapidly dissolve in the mucus layer, which serves as the first barrier encountered in the lungs.
Macrophage Uptake
After confirming the behavior of the nanoparticles within the mucosal layer, the resistance of the NIM formulations to phagocytosis by macrophages was evaluated in-vitro (Figure 5A). Additionally, quantification of ITZ in RAW 264.7, incubated in uninfected medium, is presented in Figure 5B. The amount of ITZ uptake by RAW 264.7 cells treated with ITZ-NS, NIM-3, NIM-4, NIM-5, and NIM-6 was negligible. In contrast, the intracellular ITZ concentrations of JM, NIM-1, and NIM-2 were 24.4 ± 1.0, 10.7 ± 0.8, and 6.2 ± 0.7 μg/mL, respectively. Furthermore, medium concentrations of ITZ reflected a trend opposite to that of the uptake by Raw264.7 cells. It is generally known that phagocytosis can be promoted by particle characteristics such as size and shape. The conditions that most enhance the uptake by representative alveolar macrophages include particles of 100–200 nm and 1–6 μm in size, spherical shape, hard and non-porous structure, and insoluble and hydrophobic properties.80–82 Therefore, the high phagocytic activity of the JM particles may originate from their size, shape, and solubility. As the PVA content increased in the NIM formulations, nanoparticles were swiftly transported through the mucus before macrophage phagocytosis occurred. Some studies have highlighted the significance of ITZ in the mucus and BALF, underscoring the importance of these mechanisms in enhancing ITZ efficacy.11,12,83,84 Therefore, evasion of phagocytic action and rapid drug delivery into the mucosa are expected to maximize the effectiveness of ITZ.
In-Vivo Pharmacokinetic Studies
A. fumigatus, which causes aspergillosis, thrives in the pulmonary tract. Therefore, direct drug delivery to the lesion sites is crucial for effective treatment. Previous studies have underscored the importance of evaluating the transition and behavior of the ITZ in mucus or BALF, emphasizing the need for adequate drug distribution not only in blood and lung tissue, but also in BALF.85,86 Pharmacokinetic studies were conducted following a single oral dose of raw ITZ (10 mg/kg) and the intratracheal administration of ITZ in different formulations (JM, NIM-1, NIM-4, and NIM-6) at the same dose. The bioavailability of orally administered ITZ and JM were relatively similar, as shown in Figure 6A. However, the NIM-4 and NIM-6 formulations exhibited slightly increased Cmax and AUC values compared to oral administration, with minimal differences between the two formulations (Table 3 and Figure 6B). These enhancements in plasma drug concentrations may be attributed to the rapid mucosal transit and evasion of macrophages observed prior in-vitro assessments. Pharmacokinetic analyses of lung tissue and BALF were also performed (Figure 6C–F). While oral administration showed almost no ITZ in the lung tissues and BALF, intratracheal administration of JM enabled the identification of ITZ in both the lung tissue and BALF, validating the rationale for the intrapulmonary administration of ITZ. NIM-1 exhibited a drug transition like JM, but NIM-4 and NIM-6 showed a more than two-fold increase in the distribution of ITZ in the BALF (Figure 6F). The BALF serves as an indicator of the lung cavity, pulmonary mucus layer, and sputum. High drug distribution and retention in the pulmonary mucus layer are crucial for the effectiveness of ITZ against Aspergillosis.87,88 The results of this in-vivo study were consistent with those of previous in-vitro studies. The NIM-4 and NIM-6 formulations, which effectively dispersed nanoparticles in the mucus layer, showed relatively high AUC values owing to the enhanced absorption and evasion of phagocytosis by the nanoparticles. In addition, by maintaining the characteristics of the nanoparticles in the mucus layer, these formulations resulted in significantly higher concentrations of ITZ in the pulmonary cavity and mucus layers than the NIM-1 formulation. This can have a significant impact on the efficacy against fungi residing in the lungs.
In-Vivo Pharmacodynamics Studies
Effectiveness and Hepatotoxicity
An acute pulmonary infection model caused by A. fumigatus was developed to evaluate the in-vivo antifungal efficacy of NIM-6 in vivo. We investigated the efficacy of NIM-6 in a rat model of acute invasive pulmonary A. fumigatus.89,90 The rats were divided into five experimental groups (n=4): no A. fumigatus infection group (NC), untreated control group (PC), group treated with raw ITZ at 10 mg/kg orally (PO_Raw ITZ), group treated with ITZ via intratracheal administration of the JM formulation (ITI_JM), and group treated with ITZ via intratracheal administration of the NIM-6 formulation (ITI_NIM-6). As shown in Figure 7, acute invasive pulmonary infection increased A. fumigatus in the PC group compared to the NC group, but ITI_NIM-6 significantly decreased acute invasive pulmonary A. fumigatus infection compared to the PC group. Notably, 75% of the rats in the ITI_NIM-6 treatment group survived for 14 d post-infection, whereas all rats in the PC group died within 6 d, and those in the oral treatment group died within 12 d (Figure 7A). Figure 7B illustrates the changes in body weight among the groups. The PC group exhibited a statistically significant weight loss compared to other groups, showing approximately 77% of its initial body weight on day 7. In contrast, the orally treated group retained 94% of its initial body weight on day 11, the JM intratracheal administration group reached 100% on day 12, and the NIM-6 intratracheal administration group achieved 102% on day 13. These results indicate that the orally treated group showed a slight trend of weight loss compared to the intratracheally treated groups. Figure 7C shows the results of ELISA for serum GM concentrations. GM is a structural component of the cell wall of Aspergillus species and can be used as a symptomatic indicator.91,92 While serum GM concentrations were significantly increased in the PC-and orally administered groups, they were significantly decreased in the groups treated intratracheally with IT_JM and ITI_NIM-6. Figure 7D shows the plasma levels of ALT and ALP, which are typical hepatotoxicity biomarkers. Azole antifungals are potent inhibitors of the liver cytochrome P450 enzymes, potentially leading to increased levels of ALT and ALP, which are indicative of hepatotoxicity.93 Thus, while the untreated PC group exhibited normal ALT and ALP levels, the orally treated group showed a four-fold increase in ALT and ALP levels compared to the PC group. In contrast, the ITI_JM and ITI_NIM-6 groups exhibited ALT and ALP levels like those of the PC group.94 This study confirmed the therapeutic efficacy and safety of intratracheally administered ITI_JM and ITI_NIM-6 compared with those of PC or orally administered groups. Intratracheal administration maintained normal hepatotoxicity levels while demonstrating a more potent antifungal effect through galactomannan analysis, thereby showing differences in survival rates and weight maintenance.95
Pulmonary Fungal Burden
To determine whether NIM-6 effectively inhibited the penetration of A. fumigatus into the BALF and lung tissue, CFU analysis was conducted.96,97 When fungal suppression was assessed by CFU determination, the untreated control group (PC) showed the highest CFU values. However, the CFU values were significantly decreased in the treated group and observed visually (Figure 8A and B). Notably, in Aiv and Biv, the fungal growth area was significantly reduced compared to the other groups. As confirmed in the pharmacokinetic studies, the ITI_NIM-6 group exhibited a consistently higher ITZ concentration in BALF compared to the other groups. Figure 8C illustrates the quantitative CFU in the BALF, and Figure 8D presents the quantitative CFU in the lung tissue. The PC group showed significantly higher values in both the BALF and lung tissues. More specifically, the CFU counts in BALF for the PC, PO_Raw ITZ, ITI_JM, and ITI_NIM-6 groups were 9817, 3638, 1642, and 465 CFU/g(mL), respectively (Figure 8C), and in lung tissue, they were 953, 552, 193, and 69 CFU/g(mL), respectively (Figure 8D). This study presents an endpoint evaluation of the studies. The NIM-6 formulation, which effectively dispersed nanoparticles in the mucus layer while maintaining their characteristics upon reaching the lungs, facilitated rapid absorption while evading phagocytosis, thus allowing them to remain in the pulmonary cavity and lung tissue. This is believed to effectively reduce the number of fungi present in the lungs and positively affect the survival rates.
Histopathology of Lung
These results demonstrated that NIM-6 enhanced survival rates, reduced symptomatic indicators, and decreased lesion sites in A. fumigatus infection model. However, these studies did not elucidate the pathological mechanisms of action of NIM-6 in A. fumigatus infection model. To investigate this further, lung tissues and serum were collected from the A. fumigatus infection model. H&E staining was used to visualize the bronchial and alveolar structures of lung tissues, as depicted in Figure 9A and B. The NC group showed intact structures with no evidence of edema or hemorrhage in the lungs. Although direct observation of A. fumigatus hyphae was not possible by H&E staining of the PC-and orally treated groups, lesions within the bronchi and alveoli were observed. Severe damage and loss of bronchial epithelial cells were noted in both the PC and ITZ MP_PO groups, along with hemorrhage (indicated by black arrows in Figure 9A and B).98 Figure 9C shows the measurement and quantification of the thickness of the epithelial cell layer within the bronchi.99 The epithelial cell layer was eradicated or undetectable in the PC and PO_Raw ITZ groups. Both the ITI_JM and ITI_NIM-6 groups exhibited similar structures and thicknesses of primary bronchial epithelial cells as those observed in the NC group. These histopathological findings were consistent with the survival data, symptomatic indicators, and CFU data, indicating less invasive disease and vascular invasion in the aerosolized groups, resulting in improved survival rates.100 However, we emphasize once again that the histopathological findings, along with symptomatic indicators and CFU data in this study, were derived from experiments conducted in SD rats. Therefore, further investigations are required to determine whether absorption and pathological mechanisms in humans exhibit similar behavior.
Conclusion
In conclusion, the inhalable ITZ-NIM formulation was optimized using a spray drying method with adjusted polymer and surfactant concentrations. This formulation achieved uniform fine particle dispersion without altering ITZ crystallinity or molecular structure, as confirmed by stable 2θ peaks and FT-IR spectra. A reduced enthalpy peak suggested partial amorphization around the drug particles. The appropriate blend of an insoluble drug and hydrophilic polymer improved particle solubility and local therapeutic efficiency, resulting in superior aerosol performance. The NIM-4 and NIM-6 formulations, which have a higher hydrophilic polymer content, exhibited higher drug concentrations in the mucus layer and demonstrated resistance to mucociliary clearance and alveolar macrophage phagocytosis. Analysis of BALF, representing the mucosal or alveolar compartments, revealed higher drug residues in formulations with higher hydrophilic polymer content. For pulmonary infections such as aspergillosis, effective drug delivery to target sites while avoiding pulmonary epithelial and alveolar actions has proven to be highly effective and safe.
Furthermore, drug movement and retention within the bronchial lumen or epithelium are more critical for treating lung infections caused by A. fumigatus than systemic absorption or drug translocation into the pulmonary tissues. Specifically, the NIM-6 formulation significantly increases drug penetration into the bronchial lumen or epithelium of rats, thereby improving infection indicators, pathological factors, and survival rates, while substantially reducing antifungal toxicity.101 These results suggest that NIM-6 is a promising novel antifungal formulation with reduced side effects and improved ITZ efficacy.
Data Sharing Statement
The data that support the findings of this study are available from the corresponding author, Professor Chun-Woong Park, upon reasonable request.
Funding
This work was supported by the National Research Foundation of Korea Grant funded by the Korean Government (NRF-2021R1A2C4002746). Additionally, this research was supported by a grant of the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, Republic of Korea (grant number: RS-2024-00335798). Furthermore, this work was supported by Chungbuk National University BK21 program (2024).
Disclosure
The authors report no conflicts of interest in this work.
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer
© 2025. This work is licensed under https://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Abstract
Purpose: Pulmonary aspergillosis (PA) presents a substantial therapeutic challenge, especially in immunocompromised patients, where conventional systemic treatments like oral and intravenous routes often result in limited efficacy and increased adverse effects. This study focuses on the development and evaluation of an inhalable itraconazole (ITZ) formulation within a nanoparticles-in-microparticles (NIM) system.
Methods: Polyvinyl alcohol 500 (PVA), used in varying concentrations, played a crucial role as a stabilizer in both the wet bead milling and spray drying processes, enhancing drug release and aerodynamic performance. The influence of PVA ratios on drug penetration into pulmonary mucus and interactions with pulmonary defense mechanisms were thoroughly investigated through in-vitro simulations.
Results: Pharmacokinetic analysis in Sprague-Dawley (SD) rats revealed enhanced distribution of ITZ-NIMs in pulmonary tissues and bronchoalveolar lavage fluid (BALF), representing a significant improvement in localized drug concentration. Efficacy against Aspergillus fumigatus was confirmed by a reduction in galactomannan levels, inhibition of fungal growth in lung tissues, and increased survival rates. Importantly, pulmonary delivery of ITZ significantly reduced hepatotoxicity markers, including alanine aminotransferase (ALT) and alkaline phosphatase (ALP), when compared to oral administration.
Conclusion: The incorporation of PVA in NIM technology demonstrated not only improved pulmonary targeting and drug release but also minimized systemic toxicity, highlighting the potential of nanoparticle-based inhalation systems in treating respiratory fungal infections like aspergillosis. These findings emphasize the pivotal role of PVA in the formulation, stability, and therapeutic efficacy of NIM-based drug delivery systems for pulmonary applications, advancing the use of nanoparticle technology in respiratory drug delivery.
You have requested "on-the-fly" machine translation of selected content from our databases. This functionality is provided solely for your convenience and is in no way intended to replace human translation. Show full disclaimer
Neither ProQuest nor its licensors make any representations or warranties with respect to the translations. The translations are automatically generated "AS IS" and "AS AVAILABLE" and are not retained in our systems. PROQUEST AND ITS LICENSORS SPECIFICALLY DISCLAIM ANY AND ALL EXPRESS OR IMPLIED WARRANTIES, INCLUDING WITHOUT LIMITATION, ANY WARRANTIES FOR AVAILABILITY, ACCURACY, TIMELINESS, COMPLETENESS, NON-INFRINGMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Your use of the translations is subject to all use restrictions contained in your Electronic Products License Agreement and by using the translation functionality you agree to forgo any and all claims against ProQuest or its licensors for your use of the translation functionality and any output derived there from. Hide full disclaimer