Phase separation in coamorphous systems: in silico prediction and the experimental challenge of detection.

Combinatorial chemistry has enabled the production of very potent drugs that might otherwise suffer from poor solubility and low oral bioavailability. One approach to increase solubility is to make the drug amorphous, which leads to problems associated with drug stability. To improve stability, one option is to molecularly disperse the drug in a matrix. However, the primary reason for the failed stabilization with this approach is phase separation, which has been carefully studied in polymeric systems. Nevertheless, the amorphous-amorphous phase separation in coamorphous small molecule mixtures has not yet been reported. The goal of the present study was to experimentally detect the amorphous-amorphous phase separation between two small molecules. A modified in silico method for predicting miscibility by the Flory-Huggins interaction parameter is presented, where conformational variations of the studied molecules were taken into account. A series of drug-drug mixtures, with different mixture ratios, were analyzed by conventional differential scanning calorimetry (DSC(conv)) to detect possible amorphous-amorphous phase separations. The phase separation of coamorphous drug-drug mixtures was also monitored by temperature modulated DSC (MDSC) and Fourier transform infrared (FT-IR) imaging at temperatures above Tg for prolonged time periods. Amorphous-amorphous phase separation was not detected with DSC(conv), probably due to the slow kinetics of phase separation. However, the melting of the separated and subsequently crystallized phases was detected by MDSC. Furthermore, FT-IR imaging was able to detect the separation of the two amorphous phases, which demonstrates the ability of this method to detect small molecule phase separations.

Continuous direct compression of a commercially batch-manufactured tablet formulation with two different processing lines.

The transfer from batch-based to continuous tablet manufacturing increases the quality and efficiency of processes. Nonetheless, as in the development of a batch process, the continuous process design requires optimization studies to ensure a robust process. In this study, processing of a commercially batch-manufactured tablet product was tested with two continuous direct compression lines while keeping the original formulation composition and tablet quality requirements. Tableting runs were conducted with different values of process parameters. Changes in parameter settings were found to cause differences in tablet properties. Most of these quality properties could be controlled and maintained within the set limits effortlessly already at this stage of studies. However, the API content and content uniformity seemed to require more investigation. The observed content uniformity challenges were traced to individual tablets with a high amount of API. This was suspected to be caused by API micro-agglomerates since tablet weight variability did not explain the issue. This could be solved by adding a mill between two blenders in the process line. Overall, this case study produced promising results with both tested manufacturing lines since many tablet properties complied with the test result limits without optimization of process parameter settings.

Microscale freeze-drying with Raman spectroscopy as a tool for process development.

Until recently, the freeze-drying process and formulation development have suffered from a lack of microscale analytical tools. Using such an analytical tool should decrease the required sample volume and also shorten the duration of the experiment compared to a laboratory scale setup. This study evaluated the applicability of Raman spectroscopy for in-line monitoring of a microscale freeze-drying process. The effect of cooling rate and annealing step on the solid-state formation of mannitol was studied. Raman spectra were subjected to principal component analysis to gain a qualitative understanding of the process behavior. In addition, mannitol solid-state form ratios were semiquantitatively analyzed during the process with a classical least-squares regression. A standard cooling rate of 1 °C/min with or without an annealing step at -10 °C resulted in a mixture of α, ß, δ, and amorphous forms of mannitol. However, a standard cooling rate induced the formation of mannitol hemihydrate, and a secondary drying temperature of +60 °C was required to transform the hemihydrate form to the more stable anhydrous polymorphs. A fast cooling rate of 10 °C/min mainly produced δ and amorphous forms of mannitol, regardless of annealing. These results are consistent with those from larger scale equipment. In-line monitoring the solid-state form of a sample is feasible with a Raman spectrometer coupled microscale freeze-drying stage. These results demonstrate the utility of a rapid, in-line, low sample volume method for the semiquantitative analysis of the process and formulation development of freeze-dried products on the microscale.

In-line multipoint near-infrared spectroscopy for moisture content quantification during freeze-drying.

During the past decade, near-infrared (NIR) spectroscopy has been applied for in-line moisture content quantification during a freeze-drying process. However, NIR has been used as a single-vial technique and thus is not representative of the entire batch. This has been considered as one of the main barriers for NIR spectroscopy becoming widely used in process analytical technology (PAT) for freeze-drying. Clearly it would be essential to monitor samples that reliably represent the whole batch. The present study evaluated multipoint NIR spectroscopy for in-line moisture content quantification during a freeze-drying process. Aqueous sucrose solutions were used as model formulations. NIR data was calibrated to predict the moisture content using partial least-squares (PLS) regression with Karl Fischer titration being used as a reference method. PLS calibrations resulted in root-mean-square error of prediction (RMSEP) values lower than 0.13%. Three noncontact, diffuse reflectance NIR probe heads were positioned on the freeze-dryer shelf to measure the moisture content in a noninvasive manner, through the side of the glass vials. The results showed that the detection of unequal sublimation rates within a freeze-dryer shelf was possible with the multipoint NIR system in use. Furthermore, in-line moisture content quantification was reliable especially toward the end of the process. These findings indicate that the use of multipoint NIR spectroscopy can achieve representative quantification of moisture content and hence a drying end point determination to a desired residual moisture level.

Flowsheet modelling of a powder continuous feeder-mixer system.

In this study, an integrated flowsheet model of the continuous feeder-mixer system was calibrated, simulated and compared against experimental data. The feeding process was first investigated using two major components (ibuprofen and microcrystalline cellulose (MCC)), in a formulation comprised of: 30 wt% of ibuprofen, 67.5 wt% MCC, 2 wt% of sodium starch glycolate and 0.5 wt% of magnesium stearate. The impact of a refill on feeder performance was experimentally evaluated for different operating conditions. Results showed that it had no influence on feeder performance. While simulations with the feeder model fairly reproduced the material behaviour observed in the feeder, unintended disturbances were underpredicted due to the model's low complexity. Experimentally, mixer's efficiency was assessed based on ibuprofen residence time distribution. Mean residence time pointed to a higher mixer's efficiency at lower flow rates. Blend homogeneity results showed that for the entire set of experiments, ibuprofen RSD < 5%, irrespective of process variables. A feeder-mixer flowsheet model was calibrated, after regressing the axial model coefficients. The regression curves exhibited a R2 above 0.96, whereas the RMSE varied from 1.58x10-4 to 1.06x10-3 s-1 across all fitted curves. Simulations confirmed that flowsheet model captured the powder dynamics inside the mixer and qualitatively predicted the mixer's filtering ability against feeding composition fluctuations, as well as ibuprofen RSD in blend, in line with real experiments.

Physicochemical stability of high-concentration cefuroxime aqueous injection reconstituted by a centralised intravenous additive service.

OBJECTIVES: Hospital pharmacies provide centralised intravenous additive services (CIVAS), such as antibiotic reconstitution. The aim of this study was to demonstrate the physicochemical stability of high-concentration cefuroxime sodium in aqueous injections, which is mandatory for the centralised preparation of products with automation. METHODS: The physicochemical stability of three high-concentration injections (1.5 g of cefuroxime sodium in 15 mL, 16 mL and 18 mL of water for injection (WFI)) were studied in two primary packing materials (glass vials and polypropylene syringes). The samples were reconstituted with automation in three mid-sized hospital pharmacies in a good manufacturing practice (GMP) grade A/B cleanroom. During the study, the samples were stored in refrigerated conditions (4°C) and 1.5 g/15 mL solution in ambient temperature (22°C). Cefuroxime and descarbamoyl cefuroxime were analysed by high-performance liquid chromatography with UV detection. In addition, the appearance, pH and uniformity of dosage units were investigated. RESULTS: The freshly prepared cefuroxime injections fulfilled the criteria of content uniformity (acceptance value (AV) <15). A significant decrease in concentration of cefuroxime and increase in content of descarbamoyl cefuroxime was observed in all injections. Cefuroxime aqueous injections were physiochemically stable for up to 14 days under refrigeration storage. The relative content of descarbamoyl cefuroxime remained under 3% at 4°C. The solution of 1.5 g/15 mL was stable for only 20 hours in formulations stored for the first 14 days at 4°C and then transferred to 22°C. The colour of the solution changed from light yellow to a darker yellow, and the pH value of the solutions increased during storage. Neither primary packing materials, commercial source of cefuroxime sodium nor exposure to light had any significant effect on the stability of formulations. CONCLUSIONS: Although limited, we found the shelf life of high-concentration cefuroxime injections in refrigerated conditions sufficient for centralised antibiotic preparation in hospital pharmacy with automation. The limited shelf life of high-concentration cefuroxime injections must be considered when using these formulations.

Challenges encountered in the transfer of atorvastatin tablet manufacturing - commercial batch-based production as a basis for small-scale continuous tablet manufacturing tests.

As is the case with batch-based tableting processes, continuous tablet manufacturing can be conducted by direct compression or with a granulation step such as dry or wet granulation included in the production procedure. In this work, continuous manufacturing tests were performed with a commercial tablet formulation, while maintaining its original material composition. Challenges were encountered with the feeding performance of the API during initial tests which required designing different powder pre-blend compositions. After the pre-blend optimization phase, granules were prepared with a roller compactor. Tableting was conducted with the granules and an additional brief continuous direct compression run was completed with some ungranulated mixture. The tablets were assessed with off-line tests, applying the quality requirements demanded for the batch-manufactured product. Chemical maps were obtained by Raman mapping and elemental maps by scanning electron microscopy with energy-dispersive X-ray spectroscopy. Large variations in both tablet weights and breaking forces were observed in all tested samples, resulting in significant quality complications. It was suspected that the API tended to adhere to the process equipment, accounting for the low API content in the powder mixture and tablets. These results suggest that this API or the tablet composition was unsuitable for manufacturing in a continuous line; further testing could be continued with different materials and changes in the process.

Computational approach for fast screening of small molecular candidates to inhibit crystallization in amorphous drugs.

The applicability of the computational docking approach was investigated to create a novel method for quick additive screening to inhibit the crystallization taking place in amorphous drugs. Surface energy and attachment energy were utilized to recognize the morphologically most important crystal faces. The surfaces (100), (001), and (010) were identified as target faces, and the estimated free energies of binding of additives on these surfaces were computationally determined. The molecule of the crystallizing compound was included in the group of the modeled additives as the reference and for the validation of the approach. Additives having a lower estimated free energy of binding than the reference molecule itself were considered as potential crystallization inhibitors. Salicylamide, salicylic acid, and sulfanilamide with computationally prescreened additives were melt-quenched, and the nucleation and crystal growth rates were subsequently monitored by polarized light microscopy. As a result, computationally screened additives decelerated the nucleation and crystal growth rates of the studied drugs while the pure drugs crystallized too fast to be measured. The use of a computational approach enabled fast and cost-effective additive selection to retard nucleation and crystal growth, thus facilitating the production of amorphous binary small molecular compounds with stabilized disordered structures.

Surface chemistry, reactivity, and pore structure of porous silicon oxidized by various methods.

Oxidation is the most commonly used method of passivating porous silicon (PSi) surfaces against unwanted reactions with guest molecules and temporal changes during storage or use. In the present study, several oxidation methods were compared in order to find optimal methods able to generate inert surfaces free of reactive hydrides but would cause minimal changes in the pore structure of PSi. The studied methods included thermal oxidations, liquid-phase oxidations, annealings, and their combinations. The surface-oxidized samples were studied by Fourier transform infrared spectroscopy, isothermal titration microcalorimetry, nitrogen sorption, ellipsometry, X-ray diffraction, electron paramagnetic resonance spectroscopy, and scanning electron microscopy imaging. Treatment at high temperature was found to have two advantages. First, it enables the generation of surfaces free of hydrides, which is not possible at low temperatures in a liquid or a gas phase. Second, it allows the silicon framework to partially accommodate a volume expansion because of oxidation, whereas at low temperature the volume expansion significantly consumes the free pore volume. The most promising methods were further optimized to minimize the negative effects on the pore structure. Simple thermal oxidation at 700 °C was found to be an effective oxidation method although it causes a large decrease in the pore volume. A novel combination of thermal oxidation, annealing, and liquid-phase oxidation was also effective and caused a smaller decrease in the pore volume with no significant change in the pore diameter but was more complicated to perform. Both methods produced surfaces that were not found to react with a model drug cinnarizine in isothermal titration microcalorimetry experiments. The study enables a reasonable choice of oxidation method for PSi applications.

Parameter optimization in a continuous direct compression process of commercially batch-produced bisoprolol tablets.

Continuous tablet manufacturing is a competitive option to replace the traditional batch manufacturing approach. The aim of this study was to evaluate technology transfer from batch-based direct compression of a commercial tablet formulation to continuous direct compression without changes to the composition of the formulation. Some powder studies were conducted with the raw materials and multi-tip punches were utilized in the tableting studies. To lower the high level of tablet weight variability that was evident during preliminary tests, a process parameter optimization was performed using an experimental design with different rpm values of force feeder and mixer impeller. By selecting the most appropriate settings of these parameters for the studied product, the weights of the tablets could be controlled adequately to meet the specification criteria. The functionality of the best-performing parameter settings was investigated with a three-hour-long tableting run. The tablets were evaluated with the same quality criteria as the commercial batch-produced tablets, and they passed all the tests performed in this study. Despite the challenging material properties according to the flowability tests, production of tablets with the desired quality was achieved using the original composition with continuous direct compression.

Detecting different amorphous - Amorphous phase separation patterns in co-amorphous mixtures with high resolution imaging FTIR spectroscopy.

Many active pharmaceutical ingredients (API) in development suffer from low aqueous solubilities. Instead of the crystal form, the amorphous state can be used to improve the API's apparent solubility. However, the amorphous state has a higher Gibb's free energy and is inherently unstable and tends to transform back to the more stable crystal form. In co-amorphous mixtures, phase separation needs to occur before there can be crystallization. The aim of this study was to devise a method to study amorphous-amorphous phase separation with high resolution imaging Fourier transform infrared (FTIR) spectroscopy with seven 1:1 M ratio API-API binary mixtures being examined. The binary mixtures were amorphized by melt-quenching and stored above their glass transition temperature (Tg) to monitor their phase separation. Thermodynamic properties (crystallization tendency, melting point (Tm) and Tg) of these mixtures were measured with differential scanning calorimetry (DSC) to verify the amorphization method and to assess the optimal storage temperature. The phase separation was examined with FTIR imaging in the transmission mode. Furthermore, measurements with two pure APIs were performed to ensure that the alterations occurring in the spectra were caused by phase separation not storage stress. In addition, the reproducibility of the imaging FTIR spectrometer was verified. The spectra were analyzed with principal component analysis (PCA) and a characteristic peak comparison method. Scatter-plots were produced from the amount of phase separated pixels in the measurement area as a way of visualizing the progress of phase separation. The results indicated that imaging with FTIR spectroscopy can produce reproducible results and the progress of phase separation can be detected as either a sigmoidal or as a start-to-finish linear pattern depending on the substances.

Near-infrared analysis of nanofibrillated cellulose aerogel manufacturing.

Biomaterial aerogel fabrication by freeze-drying must be further improved to reduce the costs of lengthy freeze-drying cycles and to avoid the formation of spongy cryogels and collapse of the aerogel structures. Residual water content is a critical quality attribute of the freeze-dried product, which can be monitored in-line with near-infrared (NIR) spectroscopy. Predictive models of NIR have not been previously applied for biomaterials and the models were mostly focused on the prediction of only one formulation at a time. We recorded NIR spectra of different nanofibrillated cellulose (NFC) hydrogel formulations during the secondary drying and set up a partial least square regression model to predict their residual water contents. The model can be generalized to measure residual water of formulations with different NFC concentrations and the excipients, and the NFC fiber concentrations and excipients can be separated with the principal component analysis. Our results provide valuable information about the freeze-drying of biomaterials and aerogel fabrication, and how NIR spectroscopy can be utilized in the optimization of residual water content.

Production and stability of amorphous solid dispersions produced by a Freeze-drying method from DMSO.

Freeze drying is known to be able to produce an amorphous product, but this approach has been mostly used with water-based media. With APIs which are virtually water insoluble, a more appropriate freeze-drying medium would be an organic solvent. Little is known about this approach in terms of forming a stable freeze-dried amorphous product stabilized by small molecule excipient out of organic solvents. In the present study, freeze-drying of APIs from DMSO solutions was used to produce stable solid dispersions from binary mixtures of APIs containing at least one poorly water soluble or practically water-insoluble API. The developed freeze-drying method produced amorphous binary solid dispersions which remained amorphous for at least two days while the 13 best binary dispersions remained stable at room temperature for the entire study period of 127 days. Average residual DMSO levels in dried dispersions were 3.5% ± 1.6%. The developed method proved feasible in producing relatively stable amorphous solid dispersions from practically water insoluble drug compounds which could subsequently be used in further research purposes.

Preservation of biomaterials and cells by freeze-drying: Change of paradigm.

Freeze-drying is the most widespread method to preserve protein drugs and vaccines in a dry form facilitating their storage and transportation without the laborious and expensive cold chain. Extending this method for the preservation of natural biomaterials and cells in a dry form would provide similar benefits, but most results in the domain are still below expectations. In this review, rather than consider freeze-drying as a traditional black box we "break it" through a detailed process thinking approach. We discuss freeze-drying from process thinking aspects, introduce the chemical, physical, and mechanical environments important in this process, and present advanced biophotonic process analytical technology. In the end, we review the state of the art in the freeze-drying of the biomaterials, extracellular vesicles, and cells. We suggest that the rational design of the experiment and implementation of advanced biophotonic tools are required to successfully preserve the natural biomaterials and cells by freeze-drying. We discuss this change of paradigm with existing literature and elaborate on our perspective based on our new unpublished results.

Determination of Residence Time Distribution in a Continuous Powder Mixing Process With Supervised and Unsupervised Modeling of In-line Near Infrared (NIR) Spectroscopic Data.

Successful implementation of continuous manufacturing processes requires robust methods to assess and control product quality in a real-time mode. In this study, the residence time distribution of a continuous powder mixing process was investigated via pulse tracer experiments using near infrared spectroscopy for tracer detection in an in-line mode. The residence time distribution was modeled by applying the continuous stirred tank reactor in series model for achieving the tracer (paracetamol) concentration profiles. Partial least squares discriminant analysis and principal component analysis of the near infrared spectroscopy data were applied to investigate both supervised and unsupervised chemometric modeling approaches. Additionally, the mean residence time for three powder systems was measured with different process settings. It was found that a significant change in the mean residence time occurred when comparing powder systems with different flowability and mixing process settings. This study also confirmed that the partial least squares discriminant analysis applied as a supervised chemometric model enabled an efficient and fast estimate of the mean residence time based on pulse tracer experiments.

Preparation and characterization of hot-melt extruded polycaprolactone-based filaments intended for 3D-printing of tablets.

Hot-melt extruded (HME) filaments are an essential intermediate product for the three- dimensional (3D) printing of drug delivery systems (DDSs) by the fused deposition modelling (FDM) process. The aim of this study was to design novel polymeric 3D-printable HME filaments loaded with active pharmaceutical ingredients (APIs). The physical solid-state properties, mechanical properties, drug release and short-term storage stability of the filaments and 3D-printed DDSs were studied. Physical powder mixtures of polycaprolactone (PCL), plasticizer and API were manually blended, extruded by a single-screw extruder, and printed by a table-top FDM 3D-printing system. The composition of PCL and arabic gum (ARA) enabled the incorporation of 20%, 30% and 40% (w/w) of indomethacin (IND) and theophylline (THEO) into the HME filaments. The uneven distribution of API throughout the filaments impaired 3D printing. The HME filaments loaded with 20% IND or THEO were selected for the further analysis and printing tests (the ratio of PCL, ARA and IND or THEO was 7:1:2, respectively). The IND filaments were yellowish, mechanically strong and flexible, and they had a uniform filament diameter and smooth outer surface. The filaments containing THEO were smooth and off-white. The 3D-printed tablets fabricated from IND or THEO-loaded filaments showed sustained drug release in vitro. The drug release rate, however, significantly increased by changing the geometry of 3D-printed tablets from a conventional tablet structure to an unorthodox lattice ("honeycomb") structure. Overall, the combination of PCL and ARA provides an interesting novel polymeric carrier system for 3D-printable HME filaments and tablets.

Molecular Insights on Successful Reconstitution of Freeze-Dried Nanofibrillated Cellulose Hydrogel.

The diversity and safety of nanofibrillated cellulose (NFC) hydrogels have gained a vast amount of interest at the pharmaceutical site in recent years. Moreover, this biomaterial has a high potential to be utilized as a protective matrix during the freeze-drying of heat-sensitive pharmaceuticals and biologics to increase their properties for long-term storing at room temperature and transportation. Since freeze-drying and subsequent reconstitution have not been optimized for this biomaterial, we must find a wider understanding of the process itself as well as the molecular level interactions between the NFC hydrogel and the most suitable lyoprotectants. Herein we optimized the reconstitution of the freeze-dried NFC hydrogel by considering critical quality attributes required to ensure the success of the process and gained insights of the obtained experimental data by simulating the effects of the used lyoprotectants on water and NFC. We discovered the correlation between the measured characteristics and molecular dynamics simulations and obtained successful freeze-drying and subsequent reconstitution of NFC hydrogel with the presence of 300 mM of sucrose. These findings demonstrated the possibility of using the simulations together with the experimental measurements to obtain a more comprehensive way to design a successful freeze-drying process, which could be utilized in future pharmaceutical applications.

Biopharmaceutics of Topical Ophthalmic Suspensions: Importance of Viscosity and Particle Size in Ocular Absorption of Indomethacin.

Eye drops of poorly soluble drugs are frequently formulated as suspensions. Bioavailability of suspended drug depends on the retention and dissolution of drug particles in the tear fluid, but these factors are still poorly understood. We investigated seven ocular indomethacin suspensions (experimental suspensions with two particle sizes and three viscosities, one commercial suspension) in physical and biological tests. The median particle size (d50) categories of the experimental suspensions were 0.37-1.33 and 3.12-3.50 µm and their viscosity levels were 1.3, 7.0, and 15 mPa·s. Smaller particle size facilitated ocular absorption of indomethacin to the aqueous humor of albino rabbits. In aqueous humor the AUC values of indomethacin suspensions with different particle sizes, but equal viscosity, differed over a 1.5 to 2.3-fold range. Higher viscosity increased ocular absorption 3.4-4.3-fold for the suspensions with similar particle sizes. Overall, the bioavailability range for the suspensions was about 8-fold. Instillation of larger particles resulted in higher tear fluid AUC values of total indomethacin (suspended and dissolved) as compared to application of smaller particles. Despite these tear fluid AUC values of total indomethacin, instillation of the larger particles resulted in smaller AUC levels of indomethacin in the aqueous humor. This suggests that the small particles yielded higher concentrations of dissolved indomethacin in the tear fluid, thereby leading to improved ocular bioavailability. This new conclusion was supported by ocular pharmacokinetic modeling. Both particle size and viscosity have a significant impact on drug concentrations in the tear fluid and ocular drug bioavailability from topical suspensions. Viscosity and particle size are the key players in the complex interplay of drug retention and dissolution in the tear fluid, thereby defining ocular drug absorption and bioequivalence of ocular suspensions.

Predicting the formation and stability of amorphous small molecule binary mixtures from computationally determined Flory-Huggins interaction parameter and phase diagram.

The Flory-Huggins interaction parameter has been shown to be useful in predicting the thermodynamic miscibility of a polymer and a small molecule in a binary mixture. In the present paper, this concept was extended and evaluated to determine whether or not the Flory-Huggins interaction parameter can be applied to small molecule binary mixtures and if this parameter can predict the phase stability of such amorphous binary mixtures. This study was based on the assumption that a thermodynamically miscible binary system is stable and cannot crystallize, and that phase separation is essential before the individual components can crystallize. The stabilization of a binary system is thought to derive from molecular interactions between components in a solid dispersion, which are characterized by the Flory-Huggins interaction parameter. Based on DSC experiments, drug molecules (39) in the present study were classified into three different categories according to their crystallization tendency; i.e., highly crystallizing, moderately crystallizing and noncrystallizing compounds. The Flory-Huggins interaction parameter was systematically calculated for each drug pair. The validity of this approach was empirically verified by hot-stage polarized light microscopy. If both compounds in the pair belonged to the category of highly crystallizing compound, the Flory-Huggins interaction predicted an amorphous or crystalline phase with approximately 88% (23 out of 26) confidence. If one or both compounds of the pair were either moderately crystallizing or noncrystallizing compounds, the binary mixture remained in the amorphous phase during the cooling phase regardless of the interaction parameter. The Flory-Huggins interaction parameter was found to be a reasonably good indicator for predicting the phase stability of small molecule binary mixtures. The method described can enable fast screening of the potential stabilizers needed to produce a stable amorphous binary mixture.

Continuous Pharmaceutical Manufacturing.

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