Preformulation design of PLGA particulate system for multi-day drug delivery of the antidepressant mirtazapine.

In this experimental study, the biodegradable polylactide-co-glycolide (PLGA) microparticles (MP) loaded with the insoluble antidepressant mirtazapine were prepared by the simple o/w solvent evaporation method. The formation involved intrinsic variables, such as the content of polymer (700, 900 or 1200 mg), dichloromethane (5 or 10 ml) and/or drug (200 or 400 or 600 mg), and the volume of the aqueous emulsion phase (400, 600 or 800 ml). The influence of these parameters on the size and morphology of microparticles, encapsulation efficiency, and drug release behavior was observed. All MP were successfully prepared, and their size ranged between 165.34 ± 42.88 and 360.17 ± 121.59 μm. MP exhibited prolonged drug release (days), and some profiles had multiphasic character. It was found that the samples prepared with a  higher initial amount of PLGA were bigger with prolonged lag time up to 34.3 hours. On the other hand, higher drug concentrations reduced the lag time. The external phase volume reduction and multiplication of dichloromethane amount prolonged the mirtazapine release and decreased the encapsulation efficiency. These observations were further confirmed by multivariate data analysis.

The development of a silicone vaginal ring with a prostaglandin analogue for potential use in the treatment of canine reproductive disorders.

In veterinary medicine, vaginal rings (VRs) are rarely used. However, there are diseases of female dogs' reproductive system which represent a suitable possibility for their usage. An example of such a disease is canine pyometra which can be treated by lipophilic prostaglandin drugs, unfortunately with harmful side effects after systemic administration. The aim of the study was to prove that the matrix VR based on silicone and channel-forming substance can be successfully used as a carrier for a three-day delivery of prostaglandin E2 (PGE2). Based on an in-vitro release study, an optimum channel-forming substance and its concentration were selected. The results were implemented during the construction of VR from the medical grade silicone DDU-4840 with PGE2 (5 mg). Glucose anhydrous in the 30% concentration was chosen as the most functional channel-forming substance due to synergism of osmotic activity and solubility. The DDU-VR containing PGE2 and 30% of glucose anhydrous exhibited excellent mechanical characteristics and ensured 29% drug release through water-filled channels in first-order kinetic manner. This is eight times higher than a sample without glucose where molecular diffusion through the silicone matrix was dominating the release mechanism. Moreover, drug-free VRs were tested for mechanical resistance and the design of removal thread.

Development of Orodispersible Films Containing Benzydamine Hydrochloride Using a Modified Solvent Casting Method.

The aim of this study was to develop benzydamine hydrochloride-loaded orodispersible films using the modification of a solvent casting method. An innovative approach was developed when the drying process of a small-scale production was used based on a heated inert base for casting the film. During this process, two types of film-forming maltodextrins for rapid drug delivery were used. They were plasticized with two different polyols (xylitol and sorbitol). Superdisintegrant Kollidon® CL-F was tested as an excipient that can induce faster disintegration of the prepared films. The influence of the formulation parameters (dextrose equivalent of film-forming maltodextrins, a type of plasticizer, and the presence of superdisintegrant) on the disintegration time, mechanical properties, and moisture content of films was statistically evaluated using a multivariate data analysis. Orodispersible films containing maltodextrin with lower dextrose equivalent value showed better mechanical properties (tensile strength ranged from 886.6 ± 30.2 to 1484.2 ± 226.9 N cm-2), lower moisture content (0.5 ± 0.0 to 1.2 ± 0.2%), and shorter disintegration time (17.6 ± 2.9 to 27.8 ± 2.8 s). Films plasticized with xylitol showed shorter disintegration time (17.6 ± 2.9 to 29.2 ± 3.8 s) than films containing sorbitol (23.8 ± 2.9 to 31.7 ± 3.9 s). With the addition of superdisintegrant Kollidon® CL-F, a significant influence on disintegration time was not observed. The modified solvent casting method shows great promise in a small-scale laboratory production of orodispersible films, e.g., in a pharmacy lab.

Beer with reduced carbohydrates and alcohol content suitable for diabetics.

eer is for its glycemic index and for alcohol content inappropriate drink for patients with diabetes mellitus. Traditional social habits, however, lead diabetics to drinking the beer and it has negative health effects in these patients. On the other hand, beer contains substances with a beneficial health effect, such as flavionoids, saponins, prebiotics, vitamin B complex and others. Also, for its isotonicity with blood and a suitable pH value the beer is appropriate for supplementation of liquids during physical activities. Therefore, the beer with reduced content of sugar and alcohol could be a desirable functional food not only for diabetics. While there are both low-sugar beers and low-alcohol beers on the market, “non-alcoholic diabetic” is not yet commercially available. In this research we present the method of beer production by vacuum distillation with an alcohol content less than 1.2 vol % and with a maximum of sugar content not more than 0.75 g/100 ml.

[Development of dissolution method for warfarin sodium tablets]. / Vývoj disolucnej metódy pre tablety s obsahom warfarínu sodného.

Warfarin is intensively discussed drug with narrow therapeutic index. In the past, its generic substitution was identified as a cause of bleeding. Altered quality of the active substance or varying drug content was discussed. The substance quality can be evaluated with adequate dissolution method. An official dissolution method with aqueous medium exists, however this method is non-discriminatory. In the first 15 minutes the whole amount of the active pharmaceutical ingredient is released from a tested dosage form, which does not allow comparison between tablets from different producers and it also makes difficult to track the changes throughout stability testing. In the literature, there is a well known method using pH 6.8 buffer, which seems to be a suitable alternative to water. The aim of this study was to prove, that this alternative medium, when two stirring speeds for dissolution (50 or 25 rpm) are used, will be suitable for calculation of similarity and difference factor and if it will be eventually discriminatory with regard to particle size and radial hardness. For this purpose we prepared tablets with 10 mg of warfarin sodium in form of crystalline clathrate with isopropanol. Tablets differed by particle size of active pharmaceutical ingredient (d50 = 4.8, or d50 = 22.5 µm respectively) and by radial hardness (30, or 100 N respectively). The content uniformity of the tablets was determined using process capability index (Cpk) and Bergum method. It was confirmed that the dissolution medium with pH of 6.8 allows comparison of dissolution profiles by similarity and difference factors but under given conditions it is not discriminatory.Key words: warfarin dissolution method particle size distribution radial hardness similarity factor difference factor.

Clinical assessment of the lag-time and tmax of pellets with controlled release of glucose: in vitro/in vivo comparison using 13 C-breath test.

Maintaining a stable glycaemia in diabetes mellitus type 1 requires flexible insulin administration and carbohydrate intake to affected individuals. In real life, there might be some situations limiting the insulin-sugar balance control, e.g. night sleep or prolonged sporting activities. Glucose pellets with a pre-determined time lag between the pellet administration and glucose release were developed to mimic a 'snack eaten in advance'. In this article, a 13 C-glucose breath test was introduced to translate laboratory dissolution testing to clinical confirmation of the glucose release pattern using 5% δ abundance to differentiate the appearance of in 13 C exhaled breath. An independent two-sample t-test (p = 0.20) confirmed an average clinical lag time of 300 min and an in vitro time of 338 min to be identical at a level of significance of α = 0.05. Moreover, using the same statistical method, the clinical tmax (564 min) and the in vitro t50 (594 min) were also considered identical (p = 0.34). It was concluded that dissolution testing is a relevant method to determine the time lags of dosage forms with controlled release of glucose and that the 13 C-glucose breath test is a suitable clinical tool for lag time verification in clinical studies.

The influence of thermal treatment and type of insoluble poly(meth)acrylates on dissolution behavior of very soluble drug from hypromellose matrix tablets evaluated by multivariate data analysis.

Hypromellose matrices exhibit extended burst effect immediately after contact with aqueous medium, especially when a water-soluble drug is incorporated. The objective of this study was to reduce burst effect and maintain complete dissolution of a very soluble levetiracetam over 12 h period from hypromellose K4M matrices to obtain zero-order kinetics. Desired changes were achieved by applying water dispersions of insoluble Eudragits® (NE, NM, RL, RS) as a granulation liquid to the drug/microcrystalline cellulose mixture during high-shear granulation (non-thermal treated set) and consequently by thermally treating granules or final tablets (TT), respectively. Applying Eudragit® water dispersions to the drug/microcrystalline cellulose mixture was recognized as an effective method of significantly reducing the burst release (25.4-33.7%) of levetiracetam in comparison with a reference sample without Eudragit®. Multivariate data analysis showed that the addition of Eudragit® reduced burst effect, increased fitting with zero-order kinetics, and supported matrix erosion as the supplementary mechanism to predominant diffusion. Moreover, resulting PCA sub-model revealed the addition of Eudragit® RL and thermal treatment of tablets to be the most suitable method of all. For a 12 h dissolution profile, characterized by low burst effect and drug release close to 100% at the 12th hour, sample RL_TT was the most suitable.

The Chemical Composition of Achillea wilhelmsii C. Koch and Its Desirable Effects on Hyperglycemia, Inflammatory Mediators and Hypercholesterolemia as Risk Factors for Cardiometabolic Disease.

This study was done to identify the content compounds of Achillea wilhelmsii (A. wilhelmsii) and to evaluate its hypoglycemic and anti-hypercholesterolemic activity and effect on inflammatory mediators. The extracts and fractions of A. wilhelmsii were thoroughly analyzed using high performance liquid chromatography (HPLC), and the total content of phenols and flavonoids was determined. The hypoglycemic activity was evaluated in vivo using alloxan-induced diabetic mice. The effect upon inflammatory mediators was evaluated in vitro using the human monocytic leukemia cell line (THP-1). The anti-hypercholesterolemic activity was evaluated in vitro using the 3-hydroxy-3-methylglutaryl-CoA (HMG-CoA) reductase assay kit. The water extract (WE)-treated group showed the highest reduction in the fasting blood glucose levels (FBGL). The chloroform fraction (CF) and ethyl acetate fraction (EAF) both showed a significant ability to reduce the secretion of tumor necrosis factor alpha (TNF-α). The EAF, however, also attenuated the levels of matrix metalloproteinase-2 (MMP-2) and matrix metalloproteinase-9 (MMP-9). The CF showed the most significant 3-hydroxy-3-methylglutaryl-CoA reductase (HMGR) inhibition activity. The five main compounds in the CF were isolated and identified. Out of the five compounds in the CF, 1ß,10ß-epoxydesacetoxymatricarin (CP1) and leucodin (CP2) showed the highest anti-hypercholesterolemic potential. A molecular docking study provided corresponding results.

Interdiction of hypoglycemia in diabetic children by multiparticulate dosage form with controlled glucose release.

Patients tend to evade the occurrence of hypoglycemic episodes by excessive carbohydrate intake. Glucose pellets with delayed release in the time of the maximum effect of insulin can not only prevent hypoglycemia but also eliminate the preventive carbohydrate intake. The pellets can be administered in a mixture with semisolid food. The cores containing glucose in combination with osmotically active agents (croscarmellose sodium, carmellose sodium, polyethylene glycol, or carboxymethyl starch) were prepared by extrusion-spheronization and coated with 15% water ethylcellulose dispersion (Surelease® B NF) in Wurster column (Medipo, Havlíckuv Brod, Czech Republic) into four coating levels (12.5, 25, 35, and 50%). Mean particle size is 0.63-0.73 for cores and 0.82-0.98 for coated pellets. Cores and coated pellets have excellent or good flow properties according to Hausner ratio and Carr index. Aspect ratio ranges from 1.78 to 2.17 for cores and from 1.73 to 2.31 for coated pellets. Dissolution was performed using pH-independent method and method with continual change of pH. The suitable pH-independent release was achieved in the samples containing carboxymethyl starch or polyethylene glycol. Glucose release is enabled by a membrane rupture caused by core swelling. It can be, therefore, assumed that the glucose release profile will not be affected by food or transit time.

[Influence of drug concentration and blending technology on the content uniformity of mixture for low dose warfarin tablets]. / Hodnocení vlivu koncentrace úcinné látky a technologie mísení na obsahovou stejnomernost smesi pro prípravu tablet s nízkým obsahem warfarinu.

Warfarin is a drug with narrow therapeutic index. Individualization of dose and thorough therapy monitoring is compensated by long time use in praxis and low therapy cost. Considering the low dose usually administered, critical parameter of solid dosage form is its uniformity of content. It has to not only meet the criteria set by pharmacopoeia, but to meet them on statisticall significant level also.This experimental study asseses impact of warfarin concentration and blending time after adition of lubricant on uniformity of content of mixtures and tablets made of them. It concludes, that concentration in 2-2,7% range is optimal and its increase or decrease has a negative effect on uniformity of content. It also confirms 5 minutes of blending after lubricant addition to be adequate, as employing longer blending times leads to mixture overblending.Key words: content uniformity warfarin blending time narrow therapeutic index.

[Influence of the mesh of extrusion dies on the properties of cores intended for the preparation of pellets with controlled glucose release]. / Vliv velikosti oka extruzní prepázky na vlastnosti jader urcených k príprave pelet s rízeným uvolnováním glukosy.

UNLABELLED: Diabetes mellitus and its compensation are accompanied by serious complications. One of them is hypoglycaemia, which occurs in patients treated with insulin and/or certain peroral antidiabetics. Hypoglycaemic episodes can be prevented by a dosage form with controlled release of glucose. The pellet cores of four compositions and three different sizes corresponding to the diameter of extrusion screen mesh (0.6, 0.8, and 1.0 mm) were prepared for this purpose. The cores contain 75-80% of glucose combined with one of the following osmotically or swellable active agents: croscarmellose sodium (ADS), a mixture of microcrystalline cellulose and carmellose sodium Avicel RC 591 (RC), polyethylene glycol 6000 (PEG), and carboxymethyl starch (CMS). The cores were prepared by extrusion-spheronization and are intended for subsequent coating by a semipermeable membrane based on ethylcellulose. The aim of the work was to statistically evaluate the results of the physical evaluation of the pellets which were prepared and evaluated in previously published papers. The results are processed in the form of a meta-analysis using principle component analysis. The physical characteristics of the individual pellet sizes were different among themselves. Although the same compositions and manufacturing methods were used for all the pellets sizes, the cores produced through a 0.6 and 0.8 mm mesh screens showed similar properties while the properties of cores produced through a 1.0 mm mesh screen were rather different. KEY WORDS: hypoglycemia delayed release glucose principal component analysis PCA meta-analysis of data.

The development and in vitro evaluation of herbal pellets coated with Eudragit FS 30.

The objective of this study was to prepare pellets of thyme (Thymus vulgaris L.), stinging nettle (Urtica dioica L.) and sage (Salvia officinalis L.) dry extracts by extrusion-spheronization technique to improve technological properties and investigate dissolution profiles of pellets covered different levels of pH-sensitive polymer Eudragit® FS. Optimal sample of pellets were prepared using microcrystalline cellulose and lactose as excipients and demonstrated excellent technological quality properties such as Hausner ratio (1.07 ± 0.11) and compressibility index (6.73 ± 0.94%) value, spericity (0.87 ± 0.001) and friability (0.22 ± 0.08 N). Pellets were coated by 10-35% (w/w) of Eudragit® FS. Dissolution studies showed that less than 20% of coating could not prevent dissolution of phenols in pH 1.2, 20% Eudragit® FS coating is enough to prevent herbal extract against dissolution in the stomach. There were observed no statistical significant differences between 20% and 25% or higher amount of coating polymer to a dissolution of phenols in low pH.

[Optimization of technological processes for the preparation of tablets with a low content of warfarin by direct compression]. / Optimalizace technologických postupu pro prípravu tablet s nízkým obsahem warfarinu metodou prímého lisování

Warfarin is a rug with an arrow therapeutic index. It is commercially available in the form of tablets with immediate release from many generic manufacturers. Though attempts are being made to replace it with new drugs, in the U.S.A.it is still the antithrombotic agent of the first choice. In the past there were cases when after replacement of the original brand preparation with the generic one, the patient suffered from complications such as the loss of control of anticoagulation and increased frequency of patients visits to the physician. One of the critical parameters of tablets containing an active substance with an arrow therapeutic index (NTI) is content uniformity, which must comply with the pharmacopoeial requirements as well as the strict criteria of regulatory authorities in the validation of the manufacture of the solid dosage form. Content uniformity is affected by a number of factors such as density, particle shape and size distribution, electrostatic charge, and concentration of the individual components. Of the technological parameters, it is mainly the intensity and length of mixing, shape of the mixing vessel and the mixer, the size of the charge, or the degree of filling of the mixing device, etc. This paper deals with the influence of the mixing time and concentration of the drug on the content uniformity of warfarin-containing tablets. In mixing the mixtures of solid substances, where the active substance is included in alow concentration, there occurs the so-called mixing-out and segregation of the active substance. For this reason it is necessary to optimize the period of mixing. This study managed to optimize the mixing time of mixtures prepared with the use of the patented technology of the Veterinary and Pharmaceutical University Brno and further to prepare tablets with varying content of warfarin (2-10 mg) from acommon blend, which fulfil the pharmacopoeial requirements as well as the requirements of regulatory authorities for content uniformity.

Preparation of feed premix for veterinary purposes.

This experimental study describes the preparation of a veterinary medicated premix containing tetracycline hydrochloride for oral administration to aquatic animals. For the manufacture of the premix, commercially produced animal feed is used, which is intended for consumption in the form of pellets that were coated with a mixture of chlortetracycline hydrochloride and other excipients. Feed pellets were combined with a mixture of an active substance and excipients with a large specific surface (colloidal silica - Aerosil® 200) allowing an easy adhesion to the surface of the pellets, and a solid polymer with a low glass transition point (Eudragit® E) which ensures the formation of a hard coat. A mixture of these substances has been applied to the surface of the pellets either A) in the solid state simply by dry adhesion; B) by coating the pellets with the mixture and additional impregnation with ethanol; or C) the polymer was subsequently applied in solution. In the final stage, the pellets were heated in order to achieve the glass transition point of the polymer to create a solid and mechanically resistant coating. Coated pellets prepared by three methods described above are almost identical in their physical properties. With this technology it is possible to produce a feed mixture with a very low content of the active substance in situ without the need for a complex technological equipment.

Formulation of cores for the controlled release of glucose for prevention of hypoglycemia in diabetes patients.

Hypoglycemic episodes are a frequent and serious complication in both types of diabetes mellitus. The risk of hypoglycemic conditions can be managed by a coated pellet dosage form, which can release glucose in a delayed regime to achieve the maximum estimated effect of antidiabetics. The pellet cores, intended for coating with ethylcellulose, were prepared consisting of four osmotically active excipients: crosscarmellose (Ac-Di-Sol®), a mixture of microcrystalline cellulose and carmellose sodium (Avicel® RC 591), carboxymethyl starch sodium (Vivastar® P 5000) and macrogol 6000, respectively. The aim of this study was to increase the glucose content in the pellets to minimize their volume and to improve the administration to the patients. The content of glucose in the pellet cores was increased from 45 to 75 or 80%, respectively, for all compositions. All pellet samples had satisfactory mechanical and flow properties required for the coating process. The highest values of sphericity were achieved in the lower mean particle size sample containing 80% of glucose, 15% of Avicel® PH 101 and 5% of carboxymethyl starch sodium and the higher mean particle size sample containing 75% of glucose and 25% of Avicel® RC 591.

The effect of acid pH modifiers on the release characteristics of weakly basic drug from hydrophlilic-lipophilic matrices.

The solubility of weakly basic drugs within passage though GI tract leads to pH-dependent or even incomplete release of these drugs from extended release formulations and consequently to lower drug absorption and bioavailability. The aim of the study was to prepare and evaluate hydrophilic-lipophilic (hypromellose-montanglycol wax) matrix tablets ensuring the pH-independent delivery of the weakly basic drug verapamil-hydrochloride by an incorporation of three organic acidifiers (citric, fumaric, and itaconic acids) differing in their concentrations, pK a, and solubility. The dissolution studies were performed by the method of changing pH values, which better corresponded to the real conditions in the GI tract (2 h at pH 1.2 and then 10 h at pH 6.8). Within the same conditions, pH of matrix microenvironment was measured. To determine relationships between the above mentioned properties of acidifiers and the monitored effects (the amount of released drug and surface pH of gel layer in selected time intervals-360 and 480 min), the full factorial design method and partial least squares PLS-2 regression were used. The incorporation of the tested pH modifiers significantly increased the drug release rate from matrices. PLS-components explained 75% and 73% variation in the X- and Y-data, respectively. The obtained results indicated that the main crucial points (p < 0.01) were the concentration and strength of acidifier incorporated into the matrix. Contrary, the acid solubility surprisingly did not influence the selected effects except for the surface pH of gel layer in time 480 min.

The influence of process variables of preparation of oxycellulose beads on their dissolution profile.

Particles preparation from biodegradable polymers as carriers for the controlled release of drugs has been the focus of many investigations and the subject of a growing field of research in recent years. The aim of this study was to develop and optimize the preparation of oxycellulose beads containing diclofenac sodium as a model drug. Particle size, surface, drug content and encapsulation efficiency were evaluated, drug dissolution profiles were measured and drug release mechanism estimated. The prepared oxycellulose beads were uniform in size with encapsulation efficiency ranging from 53.2 to 74.9%. The lower temperature of the crosslinking solution and its saturation with diclofenac sodium increased the encapsulation efficiency, especially when both parameters were combined. The application of ultrasound had a negative effect on drug encapsulation. The dissolution of diclofenac sodium in pH 1.2 was close to zero as its solubility in this medium is very limited. The drug release in pH 6.8 lasted from 10 to 16 h showing biphasic behavior with a significant lag time. T1/2 decreased with increasing encapsulation efficiency and ultrasound application. Diclofenac sodium was released from the prepared oxycellulose particles by diffusion as well as by erosion process; ahigh correlation was found with zero order kinetics.

[Content uniformity of warfarin-containing mixtures and tablets]. / Obsahová stejnomernost smesí a tablet obsahujících warfarin.

This experimental study describes the method of direct compression of powder mixtures composed of warfarinum sodium salt. Warfarinum is a drug with a narrow therapeutics index. The aim of this study is to find a suitable composition and a process of preparing tablets with the best uniformity. The content uniformity is very important for the safety of the therapy. This study links up with the already published article including the results of content uniformity of mixtures and tablets prepared by direct compression. These mixtures contain fillers with different density and distribution size of the particles (excipients with digger particles were used in this experiment). The study is focused on the influence of magnesium stearate, which was added at the beginning of the homogenization or after the mixing of the other components. In addition to content uniformity and physical characteristics of the tablets, the study also evaluated the uniformity and physical characteristics of the mixtures. In this experimental study it has been found out that content uniformity is influenced by the total time of homogenization and the addition of magnesium stearate and much less by the distribution size of the particles of excipients in the mixtures. The appropriate selection of process parameters is important for obtaining tablets respecting the strict criterion of Bergum distribution. This distribution is a part of the GMP by the evaluation of the content uniformity in the U.S.

[Evaluation of the influence of sterilization method on the stability of carboxymethyl cellulose wound dressing]. / Hodnocení vlivu sterilizacní metody na stabilitu karboxymethylcelulosového krytí na rány.

Carboxymethyl cellulose, especially its sodium salt, is a versatile pharmaceutical excipient. From a therapeutic point of view, sodium salt of carboxymethyl cellulose is used in the production of modern wound dressings to allow moist wound healing. Wound dressings must be sterile and stable throughout their shelf life and have to be able to withstand different temperature conditions. At the present time, a number of sterilization methods are available. In the case of polymeric materials, the selected sterilization process must not induce any changes in the polymer structure, such as polymer chains cleavage, changes in cross-linking, etc. This paper evaluates the influence of different sterilization methods (γ-radiation, ß-radiation, ethylene oxide) on the stability of carboxymethyl cellulose and the results of long-term and accelerated stability testing. Evaluation of samples was performed using size-exclusion chromatography. The obtained results showed that ethylene oxide sterilization was the least aggressive variant of the sterilization methods tested. When the γ-radiation sterilization was used, the changes in the size of the carboxymethyl cellulose molecule occurred. In the course of accelerated and long term stability studies, no further degradation changes were observed, and thus sterilized samples are suitable for long term storage.

[Monitoring of formation of diclofenac sodium salt hydrates and their influence on the drug dissolution from prepared tablets]. / Sledování vzniku hydrátu diklofenaku sodné soli a jejich vlivu na disoluci léciva z pripravených tablet.

NIR spectroscopy together with multivariate data analysis were used to analyze the hydrates of diclofenac sodium prepared from the non-aqueous solvents tetrahydrofuran and methanol under standard laboratory conditions at 20 °C and relative humidity less than 60%. It was confirmed that the developed PLS regression model can monitor the process of formation of hydrates. It was also found that the hydrated form of diclofenac sodium arises during the preparation of the dosage form the using technology of impregnating the solid carrier by non-aqueous solvents, which resulted in reducing of the drug release rate from prepared tablets up to twice. NIR spectroscopy was confirmed as one of the effective PAT (Process Analytical Technology) methods.