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Kaialy W. On the effects of blending, physicochemical properties, and their interactions on the performance of carrier-based dry powders for inhalation - A review. Adv Colloid Interface Sci 2016; 235:70-89. [PMID: 27291646 DOI: 10.1016/j.cis.2016.05.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 05/04/2016] [Accepted: 05/28/2016] [Indexed: 11/25/2022]
Abstract
Blending drug and carrier powders to produce homogeneous drug-carrier adhesive mixtures is a key step in the production of dry powder inhaler (DPI) formulations. Although the blending conditions can result in different conclusions or probably change the outcome of a study entirely if being selected differently, there is a scarcity of data on the influence of blending processes on the physicochemical properties of bulk powder formulations and the follow-on effects on DPI performance. This paper provides an overview of the interactions between variables related to blending conditions (e.g. blending equipment, time, speed and sequence as well as environmental humidity) and powder physicochemical properties (e.g. size distribution, shape distribution, density, anomeric composition, electrostatic charge, surface, and bulk properties), and their effects on the performance of adhesive mixtures for inhalation in terms of drug content homogeneity, drug-carrier adhesion, and drug aerosolisation behaviour. The relevance of carrier payload, batch size and segregation was also discussed. Challenges and future directions were identified. This review therefore contributes towards a better understanding of the blending process, powder physicochemical properties, and their interlinked effects on the fundamental understanding of adhesive mixtures for inhalation. The knowledge gained is essential to ensure optimum blending and thereby controlled functionality of DPIs.
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Yang J, Wu CY, Adams M. Three-dimensional DEM-CFD analysis of air-flow-induced detachment of API particles from carrier particles in dry powder inhalers. Acta Pharm Sin B 2014; 4:52-9. [PMID: 26579364 PMCID: PMC4590728 DOI: 10.1016/j.apsb.2013.11.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Revised: 10/15/2013] [Accepted: 11/14/2013] [Indexed: 11/16/2022] Open
Abstract
Air flow and particle–particle/wall impacts are considered as two primary dispersion mechanisms for dry powder inhalers (DPIs). Hence, an understanding of these mechanisms is critical for the development of DPIs. In this study, a coupled DEM–CFD (discrete element method–computational fluid dynamics) is employed to investigate the influence of air flow on the dispersion performance of the carrier-based DPI formulations. A carrier-based agglomerate is initially formed and then dispersed in a uniformed air flow. It is found that air flow can drag API particles away from the carrier and those in the downstream air flow regions are prone to be dispersed. Furthermore, the influence of the air velocity and work of adhesion are also examined. It is shown that the dispersion number (i.e., the number of API particles detached from the carrier) increases with increasing air velocity, and decreases with increasing the work of adhesion, indicating that the DPI performance is controlled by the balance of the removal and adhesive forces. It is also shown that the cumulative Weibull distribution function can be used to describe the DPI performance, which is governed by the ratio of the fluid drag force to the pull-off force.
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Affiliation(s)
- Jiecheng Yang
- School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK
- Department of Chemical and Process Engineering, University of Surrey, Guildford GU2 7XH, UK
- Corresponding author at: School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK. Tel.: +44 7528533634.
| | - Chuan-Yu Wu
- Department of Chemical and Process Engineering, University of Surrey, Guildford GU2 7XH, UK
| | - Michael Adams
- School of Chemical Engineering, University of Birmingham, Birmingham B15 2TT, UK
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Grasmeijer F, Hagedoorn P, Frijlink HW, de Boer AH. Drug content effects on the dispersion performance of adhesive mixtures for inhalation. PLoS One 2013; 8:e71339. [PMID: 23967195 PMCID: PMC3743805 DOI: 10.1371/journal.pone.0071339] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2013] [Accepted: 07/02/2013] [Indexed: 11/19/2022] Open
Abstract
The drug content in adhesive mixtures for inhalation is known to influence their dispersion performance, but the direction and magnitude of this influence depends on other variables. In the past decades several mechanisms have been postulated to explain this finding and a number of possible interacting variables have been identified. Still, the role of drug content in the formulation of adhesive mixtures for inhalation, which includes its significance as an interacting variable to other parameters, is poorly understood. Therefore, the results from a series of drug detachment experiments are presented in which the effect of drug content and its dependence on flow rate, the mixing time and the type of drug is studied. Furthermore, it is investigated whether the effect depends on the range within which the drug content is changed. Quantitative and qualitative multiple order interactions are observed between these variables, which may be explained by a shifting balance between three different mechanisms. The results therefore demonstrate that accounting for (multiple order) interactions between variables has to be part of quality by design activities and the rational design of future experiments.
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Affiliation(s)
- Floris Grasmeijer
- Department of Pharmaceutical Technology and Biopharmacy, University of Groningen, Groningen, The Netherlands.
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Friebel C, Steckel H, Müller BW. Rational design of a dry powder inhaler: device design and optimisation. J Pharm Pharmacol 2012; 64:1303-15. [PMID: 22881442 DOI: 10.1111/j.2042-7158.2012.01525.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVES As part of the development of a dry powder inhalation system for the treatment of asthma and chronic obstructive pulmonary disease, this work specifically aimed at the systematic, however, cost-effective and efficient development of an inhalation device. METHODS Based on theoretical design considerations and an initial inhaler prototype, the concept of a modular inhaler was developed. The modular inhaler was used for the systematic evaluation of the influence of the inhaler's inner dimensions on the resistance to the air flow and the in-vitro deposition characteristics of the inhalation system by using statistical design of experiments and cascade impaction analysis. KEY FINDINGS A reliable statistical model enabled the accurate prediction of the device resistance of any combination of inner dimensions of the inhaler. In conjunction with results from in-vitro deposition studies, this allowed for the definition of optimised inner dimensions of the inhaler to maximise the fine particle fraction and minimise oropharyngeal deposition within the desired range of the inhaler's resistance to air flow. CONCLUSIONS The concept of the modular inhaler and statistical design and evaluation of experiments proved to be important tools for an efficient and successful product development. Eventually, the approaches described and the knowledge obtained enabled the cost-effective development and design of a technically feasible and competitive dry powder inhaler.
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Littringer EM, Mescher A, Schroettner H, Achelis L, Walzel P, Urbanetz NA. Spray dried mannitol carrier particles with tailored surface properties--the influence of carrier surface roughness and shape. Eur J Pharm Biopharm 2012; 82:194-204. [PMID: 22595133 DOI: 10.1016/j.ejpb.2012.05.001] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2011] [Revised: 05/02/2012] [Accepted: 05/03/2012] [Indexed: 11/27/2022]
Abstract
The aim of this work was to study the performance of mannitol carrier particles of tailored surface roughness in dry powder inhaler formulations. Carrier particles of different surface roughness were prepared by spray drying of aqueous mannitol solutions at different outlet temperatures at a pilot-scale spray dryer. However, the carrier particles did not only change in surface roughness but also in shape. This is why the impact of carrier shape on the performance of carrier based dry powder inhalates was evaluated also. The highest fine particle fraction (FPF), that is the amount of active pharmaceutical substance, delivered to the deep lung, is achieved when using rough, spherical carrier particles (FPF=29.23 ± 4.73%, mean arithmetic average surface roughness (mean R(a))=140.33 ± 27.75 nm, aspect ratio=0.925). A decrease of surface roughness (mean R(a)=88.73 ± 22.25 nm) leads to lower FPFs (FPF=14.62 ± 1.18%, aspect ratio=0.918). The FPF further decreases when irregular shaped particles are used. For those particles, the micronized active accumulates within the cavities of the carrier surface during the preparation of the powder mixtures. Upon inhalation, the cavities may protect the active from being detached from the carrier.
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Affiliation(s)
- E M Littringer
- Research Center Pharmaceutical Engineering GmbH, Graz, Austria.
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Oravisjärvi K, Pietikäinen M, Ruuskanen J, Rautio A, Voutilainen A, Keiski RL. Effects of physical activity on the deposition of traffic-related particles into the human lungs in silico. THE SCIENCE OF THE TOTAL ENVIRONMENT 2011; 409:4511-8. [PMID: 21871649 DOI: 10.1016/j.scitotenv.2011.07.020] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 07/01/2011] [Accepted: 07/05/2011] [Indexed: 05/05/2023]
Abstract
Traffic-related particle emissions have been a great concern over a number of years due to their adverse health effects. In this research project, traffic-related particle deposition in the human lungs is studied using lung deposition estimates based on the ICRP 66 model. This study covers four human groups, i.e. adult males, adult females and two groups of children aged 5 and 10 years. The study examines particle deposition in the human lungs in relation to four different physical exercise levels, i.e. sleeping, sitting, light exercise and heavy exercise. To conduct the study, the particle size distributions of diesel and compressed natural gas (CNG) busses were monitored in field laboratory conditions. The study indicates that the total number of diesel particles measured is greater than the total number of CNG particles. The results further display that most of the diesel particles measured are smaller than 0.2 μm, whereas the CNG particles are smaller than 0.05 μm in aerodynamic diameter. The level of physical exercise, as well as the age and gender of a person affects the deposition of particles in the lungs. An increase in the physical activity results in larger amounts of small-size particles penetrating deeper into the respiratory system. The lung deposition of particles in males was substantially different compared to that of females and children. The deposited dose of particles was generally lower for females than for males and further lower for children than for females. This article argues that these groups should be discussed separately when conducting exposure assessments and that the level of physical activity should be taken into account when assessing potential health consequences.
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Affiliation(s)
- Kati Oravisjärvi
- Department of Process and Environmental Engineering, P.O. Box 4300, FI-90014 University of Oulu, Finland.
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The kinetics of cohesive powder de-agglomeration from three inhaler devices. Int J Pharm 2011; 421:72-81. [PMID: 21963469 DOI: 10.1016/j.ijpharm.2011.09.024] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2011] [Revised: 08/20/2011] [Accepted: 09/19/2011] [Indexed: 11/22/2022]
Abstract
PURPOSE The purpose of the current investigation is to understand the kinetics of de-agglomeration (k(d)) of micronised salbutamol sulphate (SS) and lactohale 300 (LH300) under varying air flow rates (30-180l min(-1)) from three dry powder inhaler devices (DPIs), Rotahaler (RH), Monodose Inhaler (MI) and Handihaler (HH). RESULTS Cumulative fine particle mass vs. time profiles were obtained from the powder concentration, emitted mass and volume percent <5.4 μm, embedded in the particle size distributions of the aerosol at specific times. The rate of de-agglomeration (k(d)), estimated from non-linear least squares modelling, increased with increasing air flow rates. The k(d)vs. air flow rate profiles of SS and LH300 were significantly different at high air flow rates. The k(d) was highest from RH and lowest from MI. Differences in k(d) between the devices were related to device mode of operation while the differences between the materials were due to the powder bed structure. CONCLUSION This approach provided a methodology to measure the rate constant for cohesive powder de-agglomeration following aerosolisation from commercial devices and an initial understanding of the influence of device, air flow rate and material on these rate constants.
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de Boer AH, Hagedoorn P, Gjaltema D, Goede J, Frijlink HW. Air classifier technology (ACT) in dry powder inhalation. Int J Pharm 2006; 310:72-80. [PMID: 16442248 DOI: 10.1016/j.ijpharm.2005.11.030] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2005] [Revised: 11/07/2005] [Accepted: 11/07/2005] [Indexed: 11/24/2022]
Abstract
In this study, the design of a multifarious classifier family for different applications is described. The main design and development steps are presented as well as some special techniques that have been applied to achieve preset objectives. It is shown by increasing the number of air supply channels to the classifier chamber (from 2 to 8), that the fine particle losses from adhesion onto the classifier walls can be reduced from 75% to less than 5% of the real dose for soft (spherical) agglomerates. By applying a bypass flow that is arranged as a co-axial sheath of clean air around the aerosol cloud from the classifier, the airflow resistance of the classifier can be controlled over a relatively wide range of values (0.023-0.041 kPa(0.5) min l(-1)). This, without affecting the fine particle dose or increasing the fine particle losses in the inhaler. Moreover, the sheath flow can be modelled to reduce the depositions in the induction port to the cascade impactor or in the patient's mouth, which are the result of back flows in these regions. The principle of powder induced pressure drop reduction across a classifier enables assessment of the amount of powder in the classifier at any moment during inhalation, from which classifier loading (from the dose system) and discharge rates can be derived. This principle has been applied to study the residence time of a dose in the classifier as function of the carrier size fraction and the flow rate. It has been found that this residence time can be controlled in order to obtain an optimal balance between the generated fine particle fraction and the inhalation manoeuvre of the patient. A residence time between 0.5 and 2 s at 60 l/min is considered favourable, as this yields a high fine particle dose (depending on the type of formulation used) and leaves sufficient inhaled volume for particle transport into the deep lung.
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Affiliation(s)
- A H de Boer
- Department of Pharmaceutical Technology and Biopharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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de Boer AH, Hagedoorn P, Gjaltema D, Goede J, Frijlink HW. Air classifier technology (ACT) in dry powder inhalation. Int J Pharm 2006; 310:81-9. [PMID: 16442246 DOI: 10.1016/j.ijpharm.2005.11.029] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2004] [Revised: 11/02/2005] [Accepted: 11/07/2005] [Indexed: 11/27/2022]
Abstract
In this study, the in vitro fine particle deposition from a multi dose dry powder inhaler (Novolizer) with air classifier technology has been investigated. It is shown that different target values for the fine particle fraction (fpf<5 microm) of the same drug can be achieved in a well-controlled way. This is particularly relevant to the application of generic formulations in the inhaler. The well-controlled and predictable fpf is achieved through dispersion of different types of formulations in exactly the same classifier concept. On the other hand, it is shown that air classifier-based inhalers are less sensitive to the carrier surface and bulk properties than competitive inhalers like the Diskus. For 10 randomly selected lactose carriers for inhalation from four different suppliers, the budesonide fpf (at 4 kPa) from the Novolizer varied between 30 and 46% (of the measured dose; R.S.D.=14.2%), whereas the extremes in fpf from the Diskus dpi were 7 and 44% (R.S.D.=56.2%) for the same formulations. The fpf from a classifier-based inhaler appears to be less dependent of the amount of lactose (carrier) fines (<15 microm) in the mixture too. Classifier-based inhalers perform best with coarse carriers that have relatively wide size distributions (e.g. 50-350 microm) and surface discontinuities inside which drug particles can find shelter from press-on forces during mixing. Coarse carrier fractions have good flow properties, which increases the dose measuring accuracy and reproducibility. The fpf from the Novolizer increases with increasing pressure drop across the device. On theoretical grounds, it can be argued that this yields a more reproducible therapy, because it compensates for a shift in deposition to larger airways when the flow rate is increased. Support for this reasoning based on lung deposition modelling studies has been found in a scintigraphic study with the Novolizer. Finally, it is shown that this inhaler produces a finer aerosol than competitor devices, within the fpf<5 microm, subfractions of particles (e.g. <1, 1-2, 2-3, 3-4 and 4-5 microm) are higher.
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Affiliation(s)
- A H de Boer
- Department of Pharmaceutical Technology and Biopharmacy, University of Groningen, A. Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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de Boer AH, Dickhoff BHJ, Hagedoorn P, Gjaltema D, Goede J, Lambregts D, Frijlink HW. A critical evaluation of the relevant parameters for drug redispersion from adhesive mixtures during inhalation. Int J Pharm 2005; 294:173-84. [PMID: 15814242 DOI: 10.1016/j.ijpharm.2005.01.035] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2004] [Revised: 01/18/2005] [Accepted: 01/24/2005] [Indexed: 10/25/2022]
Abstract
In this paper, the parameters that are relevant to the drug redispersion from adhesive mixtures during inhalation are discussed and evaluated. The results obtained with air classifier technology give strong evidence for a dominating influence of carrier surface properties on the fraction of drug detached during inhalation at a low carrier payload (< or =1%, w/w), versus a dominating effect of carrier bulk properties at higher payloads. Furthermore, the results indicate that there is a fundamental difference between so-called active carrier sites and large surface discontinuities. The difference refers to the saturation concentrations, the rates of saturation and their effects on drug detachment during inhalation. The degree of saturation of the active sites appears to be proportional with the square root of the carrier surface payload (after 10 min mixing time in a Turbula mixer at 90 rpm). The storage volume of the discontinuities seems largely independent of the carrier diameter for particles derived from the same batch of crystalline lactose. Saturation of these discontinuities is completed at a much lower carrier surface payload than saturation of the active sites. Relatively large discontinuities are beneficial to de-agglomeration principles that make use of inertial separation forces during inhalation, as they provide shelter from inertial and frictional press-on forces during mixing which increase the strength of the interparticulate bonds in the powder mixture. For de-agglomeration principles generating frictional, drag or lift forces, carrier surface depressions and projections are disadvantageous however, as they also provide shelter from these removal forces.
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Affiliation(s)
- A H de Boer
- Department of Pharmaceutical Technology and Biopharmacy, Groningen University Institute for Drug Exploration (GUIDE), Ant. Deusinglaan 1, 9713 AV Groningen, The Netherlands.
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Frijlink HW, de Boer AH. Trends in the technology-driven development of new inhalation devices. DRUG DISCOVERY TODAY. TECHNOLOGIES 2005; 2:47-57. [PMID: 24981755 DOI: 10.1016/j.ddtec.2005.05.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Inhalation technology diverges rapidly along various lines. A variety of technological solutions are currently under development to overcome the many problems related to adequate aerosol generation both for dry powder inhalation systems and for liquid inhalation systems. Many of the improvements are related to the fine particle fraction in the generated aerosol, particularly its dependency on the patients' inspiratory flow profile and the velocity of the aerosol.:
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Affiliation(s)
- Henderik W Frijlink
- Department of Pharmaceutical Technology and Biopharmacy, Groningen University Institute for Drug Exploration (GUIDE), A. Deusinglaan 1, 9713 AV Groningen, The Netherlands.
| | - Anne H de Boer
- Department of Pharmaceutical Technology and Biopharmacy, Groningen University Institute for Drug Exploration (GUIDE), A. Deusinglaan 1, 9713 AV Groningen, The Netherlands
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de Boer AH, Hagedoorn P, Gjaltema D, Lambregts D, Irngartinger M, Frijlink HW. The Mode of Drug Particle Detachment from Carrier Crystals in an Air Classifier-Based Inhaler. Pharm Res 2004; 21:2167-74. [PMID: 15648247 DOI: 10.1007/s11095-004-5171-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
PURPOSE To investigate the mode of drug particle detachment from carrier crystals in an air classifier as a function of the carrier size fraction, payload, and the circulation time in the classifier. METHODS Laser diffraction analysis of the aerosol cloud from the classifier has been performed at 10, 20, 30, and 60 l/min, using a special adapter, for different adhesive mixture compositions. RESULTS A significant part of the drug particles is detached from carrier crystals during inhalation as small agglomerates. Such agglomerates originate from the starting material or are newly formed on the carrier surface during mixing. The degree of agglomeration during mixing depends on the carrier size, payload, and surface rugosity. The size of the agglomerates that are formed during mixing, increases with the size of the carrier particles. Predominantly the largest drug particles and agglomerates are detached within the first 0.5 s of inhalation. After 0.5 s, smaller primary particles are dislodged. CONCLUSIONS A high ratio of removal forces to adhesive forces causes a high drug detachment rate from carrier crystals in a classifier within the first 0.5 s of inhalation. The high ratio can be explained by dislodgment of agglomerates and the largest primary particles in the early phases of inhalation. At higher flow rates, detached agglomerates may be further disintegrated into primary particles before they are discharged from the classifier. Agglomeration of drug particles on the carrier surface is the result of the same forces that are responsible for pressing these particles firmly to the carrier crystals during mixing.
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Affiliation(s)
- Anne H de Boer
- Department of Pharmaceutical Technology and Biopharmacy, Groningen University Institute for Drug Exploration, 9713 AV Groningen, The Netherlands.
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