Optimization of spray drying process for formulation of solid dispersion containing polypeptide-k powder through quality by design approach Puneet Kaur, Sachin Kumar Singh, Varun Garg, Monica Gulati, Yogyata Vaidya PII: DOI: Reference:
S0032-5910(15)00492-1 doi: 10.1016/j.powtec.2015.06.034 PTEC 11077
To appear in:
Powder Technology
Received date: Revised date: Accepted date:
22 January 2015 10 June 2015 13 June 2015
Please cite this article as: Puneet Kaur, Sachin Kumar Singh, Varun Garg, Monica Gulati, Yogyata Vaidya, Optimization of spray drying process for formulation of solid dispersion containing polypeptide-k powder through quality by design approach, Powder Technology (2015), doi: 10.1016/j.powtec.2015.06.034
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ACCEPTED MANUSCRIPT Optimization of spray drying process for formulation of solid dispersion containing polypeptide-k powder through quality by design approach
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Puneet Kaur, Sachin Kumar Singh*, Varun Garg, Monica Gulati, Yogyata Vaidya
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School of Pharmaceutical Sciences, Lovely Professional University, Phagwara-144411, Punjab, India.
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* Corresponding Author: School of Pharmaceutical Sciences, Lovely Professional University, Phagwara - 144411, Punjab, India. Tel.:
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+919888720835; Fax: +91 1824501900; E-mail address:
[email protected];
[email protected]
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ACCEPTED MANUSCRIPT ABSTRACT Polypeptide-k is an antidiabetic phytochemical isolated from dried and ripened seeds of
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Momordica charantia. The peptide has not been able to find much clinical use despite its
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established therapeutic effect. This is mainly attributed to its poor aqueous solubility. Present
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study presents the formulation of solid dispersion containing polypeptide-k to enhance its aqueous solubility. The study was carried out by employing the optimization approach using
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spray drying technique. Variables were evaluated using Box Behnken Design. These include, trehalose to drug ratio, tween-80 to drug ratio, inlet air temperature and feed flow rate.
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Responses measured were moisture content, solubility, product yield and angle of repose. Data analysis by ANOVA test indicated that ratio of trehalose to PPK significantly affected
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product flow properties and yield, whereas ratio of tween-80 to PPK was found to
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significantly affect moisture content, solubility and flow properties of the resultant formulation. Inlet air temperature significantly influenced moisture content while feed flow
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significantly affected moisture content and product yield. The optimized batch of formulation exhibited higher solubility in water as well as various aqueous buffers as compared to pure
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polypeptide-k. Through PXRD and SEM, it was inferred that enhanced solubility was due to reduced particle size and increased surface area of the formulation. Keywords: Polypeptide-k, Poor solubility, Spray drying, Solid dispersion, Box Behnken Design, ANOVA
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ACCEPTED MANUSCRIPT 1. Introduction Polypeptide-k (PPK) is obtained from the dried seeds and ripened fruits of Momordica
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charantia, family Cucurbitaceae [1]. This phytochemical is known for its anti-diabetic
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potential and has gained importance in therapy of diabetes in last few decades. It is available
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in Asian markets as sublingual tablets [1, 2]. Past decade has witnessed extensive research in order to fully explore its antidiabetic potential. PPK shows high homology to human insulin and has been reported to activate the inactive insulin [1]. In addition, it is also known to
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rejuvenate pancreas [1]. Till date, the goal of oral delivery of PPK has not been achieved.
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Major impediment in this direction has been poor aqueous solubility of PPK which results in its reduced bioavailability. Several approaches have been explored to enhance solubility and
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dissolution rate of poorly soluble drugs. These include, particle size reduction to micron and
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submicron levels [3, 4]; complexation with cyclodextrins [5]; preparation of metastable polymorphs [6]; nanoemulsion; conversion of crystalline drug candidates to amorphous one
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[7-9]; liquisolid compacts [10]; solid dispersion [11] etc. However, all techniques suffer from one or more limitations. Micro or nanoparticles tend to undergo Ostwald’s ripening during
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storage, which leads to increase in particle size. Thus in order to improve the stability of micro or nanoparticles concentration of steric (e.g. hydroxypropylmethyl cellulose (HPMC), hydroxypropyl cellulose (HPC), povidone (PVP K-30), pluronics (F68 and F127)) and electrostatic stabilizers like surfactants (polysorbate (Tween-80), sodium lauryl sulfate (SLS)) are required to be added to the formulation [12]. These additives adversely affect the safety profiles of these formulations [4, 13]. Amorphous systems are thermodynamically unstable and tend to recrystallize during manufacturing or storage [14, 15]. Cyclodextrins have generated interest in the fields of pharmaceuticals due to their ability to modify physical, chemical and biological properties of hydrophobic drugs. Cyclodextrins form inclusion complexes with these drugs [16, 17]. However, due to their high molecular
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ACCEPTED MANUSCRIPT weight, relatively low water solubility and possible parenteral toxicity, the amount of cyclodextrins that can be used in most pharmaceutical formulations is limited [18].
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Solid-dispersion technique is a simple and economical method and has, till date, proven to be
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the most successful in improving the dissolution and bioavailability of poorly soluble, active
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pharmaceutical ingredients. Preparation of solid dispersion involves deposition of drug on the surface of an inert carrier resulting in larger surface area of the drug. This leads to a faster dissolution rate. A variety of hydrophilic inert substances with high surface area have been
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employed for the preparation of solid dispersions [11, 19]. Commonly reported excipients
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used in preparation of solid dispersion include propylene glycol (PG), polyethylene glycol (PEG) 4000, 6000 and 8000, Tween – 80 and Povidone (PVPK-30) [11]. For converting solid
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dispersed powders into a free flowing powder and protecting them from heat generated
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during drying process, suitable carriers like sugars are added into the formulation. Lactose, mannitol, sorbitol and trehalose etc. [20], have been commonly used for this purpose. They
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have been reported not only to improve flow properties of the powders but also to improve their stability (as cryoprotectant) as well as solubility [21, 22].The technique has proven to be
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very useful for protein and peptide drugs. The techniques that are routinely used for the preparation of solid dispersions include solvent evaporation method, melt extrusion, kneading, co-grinding as well as co-precipitation method [11, 23]. Solvent evaporation technique is the most preferred choice because thermal decomposition of drugs or carriers can be prevented due to the relatively low temperatures required for the evaporation of solvents [24]. Choice of drying technique employed to evaporate solvent plays a major role in the product performance. On the other hand, a welldesigned drying protocol also helps in improving the interaction of poorly soluble drug with the inert carriers, which ultimately results in increased solubility and better flow property of the drug. The drying processes routinely used are: rotary evaporation, freeze drying and spray
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ACCEPTED MANUSCRIPT drying. Amongst these, spray and freeze drying processes have shown better performance in terms of product yield and ease of scale up. These are, in particular, more suitable for drying
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of proteins and peptides.
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The technique of solid dispersion has never been explored to enhance the aqueous solubility
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of PPK [25]. In the present study, an attempt has been made to develop and optimize a solid dispersion system of poorly soluble polypeptide-k using different drug to carrier ratios and altering the conditions for spray drying process. Final product has low water activity and
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lesser weight which results in easy storage and transportation. Spray drying technique
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involves atomization of a liquid product in hot gas current to obtain instantaneous powder [26, 27, 28, 29]. Air is the most preferred choice as a drying gas, however, in some of the
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cases nitrogen gas has also been used [30]. Physicochemical properties of the final product
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mainly depend on inlet temperature, air flow rate, feed flow rate and type of carrier used. The formulation and processing parameters were optimized using response surface methodology
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(RSM). RSM uses a group of mathematical and statistical techniques to investigate the relationships between response and the independent variables [31-33]. Box Behnken design
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was used to investigate ratio of drug to carriers, feed flow and inlet temperature in order to optimize the best formulation. Best formulation was said to be the one which had better solubility, good powder flow, better product yield and least moisture content. 2. Materials and methods 2.1. Materials Polypeptide-k (PPK) was isolated from dried seeds of ripened fruits of Momordica charantia by the procedure reported by Khanna (2004). Poly ethylene glycol 200, 400, 600, 4000 and 6000, propylene glycol (PG), tween 20, 60 and 80, span 20, 40, 60 and 80 and Pluronic F-68 were purchased from Central Drug House (CDH), New Delhi, India. Formic acid, trehalose, mannitol and sorbitol were purchased from Lobachemie, Mumbai, India. Spray dryer,
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ACCEPTED MANUSCRIPT SprayMate, Jay Instruments and systems, Navi Mumbai, India was used for drying the solid dispersion of PPK. UV-Visible double beam spectrophotometer, UV-1800, Shimadzu, Japan
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was used for quantitative estimation of the drug. Magnetic Stirrer, REMI, India was used for
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2.2. Isolation of Polypeptide-K from Momordica Charantia
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mixing of solutions.
Dried seeds of Momordica charantia were collected from the ripened fruits. As polypeptide-k is a storage protein, it is found in more quantity in the dried seeds. Seeds were ground to a
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fine powder. The pulverised seeds were treated for de-oiling with a mixture of water and
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acetone in the ratio of 3:1. The powder was dried and suspended in a mixture of water and acetone. The resultant powder was dried and dispersed in quantity sufficient water and pH
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was adjusted to 9.5 by using ammonium hydroxide. The supernatant was collected by
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centrifugation and its pH was adjusted to 3 by using diluted sulphuric acid. The flocculent precipitate so formed was collected and dried. The dried mass was powdered and grounded
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powder was washed with a mixture of water and acetone (3:1) to remove oil, salts and undesirable material till this gave a single spot on HPTLC and TLC [1].
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2.3. Preliminary studies to select the suitable solubilizers PEG 200, 400, 600, 4000 and 6000, propylene glycol (PG), tween 20, 40, 60 and 80, span 20, 40, 60 and 80 and Pluronic F-68 were evaluated for their solubility enhancing effect on polypeptide-k (PPK). Liquid solubilizers were used as such, whereas, solid agents (1g each) were dissolved in 10 ml water. In each case, 50 mg of PPK samples were added to 2 ml of solubilizer and the mixtures were vortexed for 2 min at regular time intervals for 48 h. Solutions were centrifuged at 3500 rpm for 15 min and the supernatant was collected. Suitable dilutions were made and solution was passed through 0.45 µm membrane filter. Filtered solutions were analyzed through UV-visible double beam spectrophotometer at 272.23 nm.
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ACCEPTED MANUSCRIPT 2.4. Preliminary studies to select the suitable solid carrier A suitable carrier is required to adsorb the liquid solution of drug properly and provide free
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flow without aggregation of the powder [20-22]. Trehalose, mannitol and sorbitol were
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evaluated for their flow improving properties. It was found from the solubility studies carried
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out in different aqueous and organic solvents that 10 % v/v formic acid (in water) was the only solvent in which PPK was found to exhibit significant solubility. Though the percentage of formic acid used in the present study was just 10 % v/v in water, which is a very dilute
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solution, for safety purpose mask and gloves were used to cover our body parts.
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PPK (10g) was added in 10% v/v formic acid solution containing 0.2% of tween-80. Solution was divided into three equal parts and trehalose, mannitol and sorbitol were added separately
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to one of the parts. Solutions were spray dried at an inlet temperature of 125°C, feed rate 18
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ml/min and aspiration air flow rate of 1200 rpm. Dried powder was collected and evaluated for angle of repose, moisture content and particle agglomeration through scanning electron
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microscopy (SEM).
2.5. Design of experiments
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A set of experiments with Box–Behnken Design (BBD) was adopted to develop the PPK solid dispersion system by spray drying technique. Initial screening trials were carried out for evaluating the formation and processing aspects of solid dispersion. Results from the initial screening trials suggested that carrier to drug ratio, surfactant to drug ratio, feed flow and inlet air temperature were the main factors which affected the powder flow, moisture content, product yield and solubility. Based on the number of factors and their level, a Box–Behnken design was used to evaluate the effect of formulation and processing parameters affecting the physical properties of solid dispersion system. The four independent factors identified for this study were carrier to drug ratio, surfactant to drug ratio, feed flow and inlet air temperature. All these factors were operated at three levels (+1, 0, −1). The concentration of drug, type of
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ACCEPTED MANUSCRIPT carrier and type of surfactant were kept same for all the experiments. Design-Expert 9.0.3 software was used to conduct the study. A total of 25 experiments were designed by the
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software with 2 center points. Experiments were run in random order to increase the
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predictability of the model. Table 1 shows the independent factors and their design level used
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in this study. 2.6. Procedure for preparation of solid dispersion system
Results of solubility studies of PPK using various solubilizing agents and flow properties of
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powders using three different carriers indicated that PPK was most soluble in tween-80 while
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trehalose provided the best flow with least moisture content (see results and discussion section). Hence, tween-80 was selected as solubilizer and trehalose as carrier and
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cryoprotectant. The use of trehalose as cryoprotectant to retain the structure and thereby
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stability of protein has been well proven in previous research [34-36]. It is pertinent to mention here that since the drug is a poorly soluble peptide, combination of tween-80 and
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trehalose would not only enhance its solubility but also to increase its stability to withstand higher temperatures encountered during drying [37]. In order to formulate solid dispersion
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system, tween-80 and trehalose were dissolved in aqueous solution of 10% v/v formic acid and then PPK was added in the dispersion. Dispersion was mixed for 30 min homogenously on a magnetic stirrer before subjecting to spray drying. Table 2 enlists the composition of solid dispersion system as mentioned in design of experiment (DoE). Different batches of solid dispersion were dried using spray dryer (Spray Dryer Model: SprayMate, Jay Instruments, Navi Mumbai, India) under the following set of conditions: inlet temperature, 120-130°C; recorded outlet temperature was in the range of 60-65°C; and feed rate, 16-20 ml/min (Table 1). 2.7. Evaluation of prepared solid dispersion system 2.7.1. Moisture content determination
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ACCEPTED MANUSCRIPT Samples were weighed and wet weight of samples were recorded. Wet samples were then dried to a constant weight, at a temperature not exceeding 101°C using hot air oven and
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subsequently allowed to cool. Cooled samples were weighed again, and dry weight of the
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samples were recorded. Moisture content of the samples was calculated using the following
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equation: %W = (A-B)/B × 100
Eq. (1)
%W = Percentage of moisture in the sample,
B = Weight of dry sample (grams)
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A = Weight of wet sample (grams), and
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Where:
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2.7.2. Calculation for assay and equivalent weight of PPK to be taken from solid dispersion
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for solubility studies
In order to calculate the percentage of PPK present in the solid dispersion, assay of
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formulation was carried out by the following procedure. Solid dispersion (1 g) was taken and dissolved in 10 % v/v formic acid. From this, 5 mL of solution was withdrawn and filtered
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through 0.2 µm filter. The solution was diluted to 10 mL using 10 % v/v formic acid and subjected for UV analysis 272.23 nm and % drug content was calculated. The assay of PPK in the solid dispersion was found 85 %. Amount of PPK added in 1g of solid dispersion (before spray drying) was 0.50 g (i.e. 500 mg). Amount of PPK recovered in 1g of solid dispersion (after spray drying) was 0.425 g (i.e. 425 mg) Hence, in order to take PPK equivalent to 0.05g (i.e. 50 mg), 0.118 g (118 mg) of solid dispersion was taken for solubility studies.
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ACCEPTED MANUSCRIPT 2.7.3. Solubility studies For design of experiments solubility studies were carried out in flask containing 200 ml
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double distilled water as per the design shown in Table 3.
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In order to compare the enhancement in solubility of prepared solid dispersion systems (PPK-
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SD) with respect pure PPK in distilled water as well as different aqueous buffers, PPK (50 mg) and its equivalent powder from optimized batch of solid dispersions (PPK-SD) prepared by spray drying were added separately to a flask containing 200 ml double distilled water;
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0.1N HCl pH 1.2, acetate buffer pH 4.6 and 5.0, phosphate buffer pH 6.8, and, alkaline borate
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buffer pH 9.6, respectively.
Flasks were shaken on a mechanical shaker for 48 h at room temperature. The solutions were
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then filtered (Cut-off 0.2µm, Ministart SRP 25, Sartorius) and analyzed. The studies were
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performed in triplicate.
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2.7.4. Bulk Drug Properties 2.7.4.1. Angle of repose
The static angle of repose, α, was measured according to the Fixed Funnel and Free Standing
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Cone method. A funnel was clamped with its tip 7 cm above a graph paper placed on a flat horizontal surface. The powders were carefully poured through the funnel until the apex of the cone, thus formed, just reached the tip of the funnel. Mean diameters of the base of the powder cones were determined and tangent of the angle of repose calculated using the equation [38, 39]: tan α = 2h/D
Eq. (2)
Where, h is the height of the heap of powder and D is the diameter of the base of the heap of powder. 2.7.4.2. Bulk Density
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ACCEPTED MANUSCRIPT Apparent bulk density (ρb) was determined by pouring the blend into a graduated cylinder. Bulk volume (Vb) and weight of the powder (M) from optimized batch (PPK-SD) was
ρb = M/Vb
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Eq. (3)
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determined. Bulk density was calculated using the formula [40, 41].
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2.7.4.3. Tapped Density
The measuring cylinder containing a known mass of blend was tapped 100 times. Minimum volume (Vt) occupied by the blend in the cylinder and the weight (M) of the blend (optimized
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batch, PPK-SD) was measured. Tapped density (ρt) was calculated using the following
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formula [42, 43]. ρt = M/ Vt
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2.7.4.4. Compressibility Index
Eq. (4)
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Carr’s Compressibility index is an indirect measure of bulk density, size and shape, surface area, moisture content and cohesiveness of a material as all these factors can influence the
formula [42, 43].
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compressibility index. Carr’s compressibility index was calculated using the following
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CI= Bulk density – Tap density/Bulk density x 100
Eq. (5)
2.8. Powder X-ray diffraction analysis Powder X-ray diffraction (PXRD) patterns of pure PPK and PPK-SD were recorded using an X-ray diffractometer (Bruker axs, D8 Advance) with Cu line as the source of radiation. Standard runs using a 40-kV voltage, a 40-mA current, at a scanning rate of 0.010°min-1 over a 2θ range of 3–45° were used [4]. 2.9. Scanning Electron Microscopy (SEM) SEM was carried out as reported in Renuka et al. (2014). The surface morphology of the pure PPK and PPK-SD were studied by scanning electron microscopy (SEM). A metallic stub with double-sided conductive tape of 12 mm diameter was taken and the samples were 11
ACCEPTED MANUSCRIPT fixed over it. A Supra 35 VP (Oberkochen, Zeiss, Germany) data station with an acceleration voltage of 1.00 kV and a secondary detector was used in the study [6].
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2.10. Particle size measurement
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The particle size of optimized batch of solid dispersion and initial grounded powder was
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measured using Malvern Zetasizer Version 7.11. Both the powders were dispersed in water and diluted 100 times using water only. Each sample was measured at least three times. The
2.11. Differential scanning calorimetry
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average values of particle size of 100 time diluted samples were recorded.
In order to check the degradation of polypeptide-k in the optimized formulation, DSC was
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carried out for pure PPK and optimized formulation. About 1 mg of pure polypeptide-k and optimized formulation were crimped separately in an aluminium pan. Each sample was
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heated from 0 to 3000C at a heating rate of 10 0C/min under a stream of nitrogen at a flow rate of 50 ml/min. An empty aluminium pan was used as reference. The melting points (Tm)
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were determined using TA-Universal Analysis 2000 software (version 4.7A).
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2.12. Fourier Transform Infrared Spectroscopy (FT-IR) Further structural degradation of polypeptide-k in the optimized formulation was checked through Fourier Transform Infrared Spectroscopy (FTIR). The KBr sample discs were
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prepared using 1 mg of pure polypeptide-k and optimized formulation were compressed individually into discs under pressure of 10,000 to 15,000 pounds per square inch. The infrared spectrum was recorded in the wave number range of 4000-400 cm-1 using FTIR spectrophotometer and the characteristic bands of pure polypeptide were compared with optimized formulation. 3. Results and discussions 3.1. Selection of solubilizer Solubilities of PPK achieved by using different solubilizers are shown in Fig. 1. As maximum solubility of PPK was observed with tween-80 (544.86 µg/mL), it was selected as the solubilizer for preparing solid dispersion of PPK. 3.2. Evaluation of solid carriers 12
ACCEPTED MANUSCRIPT The ratio of various carriers to drug was varied as - 0.025-1, 0.050-1, 0.075-1, 0.10, 0.125 w/w, and evaluated for angle of repose. The results are shown in Fig.2. It appeared that with
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an increase in the content of carriers, angle of repose value was increasing. For trehalose the
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angle of repose value was found least at all the ratios as compared to other carriers, whereas,
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for sorbitol the angle of repose value was found maximum. It was also observed that with increase in concentration of carriers, agglomeration of particles also increased. The increase in angle of repose with increase in amount of carriers in the formulation could be due to
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increase in particle agglomeration. Since, trehalose has shown comparatively better flow
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properties, it was selected for final formulation development. It was also observed from Fig.2 that there was no much change in angle of repose value of formulations containing trehalose
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as carrier with increase in amount of trehalose.
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Furthermore, to justify selection of trehalose as suitable carrier exploratory studies has been carried out, wherein, trehalose, mannitol and sorbitol at constant ratio (keeping carrier to drug
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ratio 0.075-1.0 w/w) were evaluated. The value of carrier to drug ration was taken 0.075-1 w/w for comparison because at this value angle of repose value for all the three carriers used
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were nearby and comparable. Hence, by comparing other parameters like moisture content and particle judicious The parameters of angle of repose, moisture content and particle agglomeration of the prepared dispersion were studied. Among the three solid carriers, trehalose was found to yield best flow properties [44]. Angle of repose of PPK solid dispersion with trehalose was found to be 26.22°. Dispersion had least moisture content and did not exhibit any agglomeration or lump formation. The results are shown in Table 4. 3.3. Effect of independent factor on moisture content (Y1), product yield (Y2), solubility (Y3) and angle of repose (Y4) A total of 25 experiments were carried out to study the effect of formulation and processing parameters on moisture content (Y1), product yield (Y2), solubility (Y3) and angle of repose
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ACCEPTED MANUSCRIPT (Y4) of solid dispersion system. Response data for all experimental runs of Box–Behnken experimental design is presented in Table 3.
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The responses obtained for this study are well modelled by a linear function of the
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independent variables; hence first order polynomial equation was used for approximating the
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function as shown in Eq. (6). Y = β + β1X1 + β2X2 + β3X3 + β4X4 + €
Eq. (6)
Where, € represents noise or error, X represents independent variable, Y represents response
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and β represents coefficient. The value of various responses like moisture content (Y1),
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product yield (Y2), solubility (Y3) and angle of repose (Y4) ranges from 0.01 to 0.1 %, 34.48 to 66.18 %, 4.82 to 8.02 mg/ml and 16.12 to 26.22°, respectively. Ratio of maximum to
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minimum for the four responses, Y1, Y2, Y3 and Y4 is 10, 1.92, 1.66 and 1.63 respectively.
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Since a value above 10 indicates the requirement of power transformation, in all the four cases power transformation was not applied. Analysis of variance (ANOVA) was applied to
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determine the significance and magnitude of the effects of the main variables and their interactions. Regression model thus obtained was used to generate the counter plots for
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independent factors. ANOVA table confirms the adequacy of the model (i.e. F < 0.05) as shown in Table 5. It also identifies the significant factors that affect the responses Y1-Y4 of solid dispersion.
The perturbation plots for all factors and responses are shown in Figs. 3 A-D. It is pertinent to add here that a steep slope or curvature in a plot shows that the response is sensitive to that particular factor. A relatively flat line shows lack of dependence of response on the said factor [4]. Results show that ratio of tween-80 to PPK (B), inlet air temperature (C) and feed flow (D) are the major factors influencing moisture content (Y1) of the drug product (Fig. 3A). However, for product yield (Y2), the critical factors include ratio of trehalose (A) to PPK and feed flow rate (D) (Fig. 3B). Product yield was also found to be influenced by inlet
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ACCEPTED MANUSCRIPT air temperature (C). However, the influence was not very significant. As shown in Fig. 3C, there was a significant influence of the ratio of tween-80 to PPK (B) on the solubility of PPK
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(Y3). Factors A, C and D also influenced solubility, however, the effects were not significant.
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Fig. 3D indicates that ratio of trehalose to PPK (A) and ratio of tween-80 to PPK (B)
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influenced angle of repose (Y4) to a greater extent. The effect of inlet air temperature (C) and feed flow rate (D) on angle of repose (Y4) was found to be negligible. Final mathematical model in terms of coded factors as determined by Design-Expert software
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is shown below in Eqs. 7-10 for responses Y1, Y2, Y3 and Y4, respectively.
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Y1 (Moisture content) = + 0.040 – 8.33 * A + 0.010 * B – 0.014 * C + 1.00 * D
Eq. (7)
Y2 (Product Yield) = + 50.75 + 3.05 * A – 1.03 * B - 0.47 * C – 10.65 * D
Eq. (8)
Y3 (Solubility) = + 6.17 – 0.21 * A + 1.12 * B + 0.024 * C – 0.12 * D
Eq. (9) Eq.
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Y4 (Angle of repose) = + 21.91 – 2.18 * A + 1.51 * B – 0.20 * C - 0.49 * D (10)
effect [4].
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A positive sign represents the synergistic effect, while a negative sign indicates antagonistic
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In the case of response Y1 (Moisture content), negative coefficients of A and C of the model indicate a decrease in moisture content on increasing trehalose to PPK ratio (A) and higher level of inlet air temperature (C), respectively (Eq. (7)). On the other hand, positive coefficients of B and D point towards increase in moisture content with increase in ratio of tween-80 to PPK and feed flow rate, respectively. Decrease in moisture content with increase in trehalose content is attributed to better moisture adsorbing capacity of trehalose, which accounts for better flow of solid dispersion. Decrease in moisture content with increase in inlet air temperature is directly related to the loss of water from the formulation with increase in temperature. Increase in moisture content with increase in tween-80 concentration is linked to the liquid nature of tween-80 which completely wets the formulation. Moisture content
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ACCEPTED MANUSCRIPT was found to be increased with increase in feed flow rate. Increased feed flow rate introduces relatively larger volume of solution in the drying chamber resulting in inefficient heat transfer
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to liquid droplets. Increase in moisture content in turn, increases the chances of aggregation
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of particles in the dispersion.
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In case of response Y2 (product yield), negative coefficients of B, C and D of the model refer to decreased product yield at higher level of tween-80 to PPK ratio and higher level of inlet air temperature and higher feed flow, respectively (Eq. (8)). However, the positive coefficient
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of A indicates the increase in product yield with increase in ratio of trehalose to PPK. Initial
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trials carried out to evaluate the important variables that could affect the product yield indicated sharp decline in product yield when drying was carried out without trehalose.
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Addition of trehalose increased the yield upto 50%. Similar results were obtained after
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applying design of experiments. Thus, addition of trehalose to the formulation was found to increase overall product yield, decrease angle of repose and thus positively affected the flow
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of prepared dispersion. In addition, it also acted as a cryoprotectant. The decrease in product yield (Y2) due to higher inlet temperature (C) and feed rate (D) was observed. This is
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probably due to slow heat and mass transfer with higher feed flow rate. Moreover, when higher feed flow rates were used, part of the feed passed straight to the chamber without atomization resulting in a higher of process waste and a lower process yield [45, 46]. Similar results were observed by Toneli et al. (2006), who have reported spray drying of inulin. An increase in the mass production was observed with decreasing pump speeds, which is lower feed flow rate [45]. Increase in factors B and C increased the aqueous solubility (Y3) of PPK (Eq. (9)). Tween-80 decreased the interfacial tension between poorly soluble drug (PPK) and aqueous medium, resulting in increased solubility of PPK. With increase in temperature, the interaction of tween-80 and PPK might have increased in the drying chamber and the resulting product so
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ACCEPTED MANUSCRIPT formed would exhibit higher solubility. Decrease in solubility with increase in ratio of trehalose to PPK (A) could be attributed to the fact that the increase in the trehalose would
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reduce the interaction between solubilizer (tween-80) and PPK. At lower concentrations of
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trehalose, more tween-80 will be absorbed on the surface of PPK. As trehalose competes with
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tween-80 for adsorption on the surface of PPK, increasing trehalose ultimately results in decrease adsorption of tween-80 on the surface of PPK, thereby reducing its solubility.
ultimately decreased the solubility of PPK.
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Increase in feed flow (D) reduced the interaction time between tween-80 and PPK, which
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Angle of repose (response Y4) decreased with increase in trehalose to PPK ratio (A) and inlet air temperature (B). However, as shown in Fig. 3D, the influence of inlet air temperature and
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feed flow rate was negligible on flow properties. Hence, it can be inferred that trehalose plays
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a major role in improving the flow of spray dried powder. There are a number of reports in literature that indicate the potential of trehalose in improving flow properties of powders over
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other cryoprotectants [20, 47, 48]. Reducing sugars like lactose monohydrate have an impact on the stability of proteins and peptides as they tend to interact with the functional groups of
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proteins and peptides [49, 50]. In such cases polyhydric alcohols like sorbitol, mannitol or erythritol prove to be better alternatives. However, they fail to produce efficient dispersion of drugs [51]. Trehalose is a disaccharide and is classified under non reducing sugars. It is reported to increase the stability of proteins and peptides by reducing their degradation. It also increases powder flow by inhibiting agglomeration and aids efficient dispersion of drug in the formulation [20]. The use of trehalose with polysorbates (e.g. tween-80) is reported to further enhance the stability of proteins and peptides [37]. It also reduces the aggregation of powder, which could be one of the reasons for decrease in angle of repose with increase in trehalose concentration in the formulation. Angle of repose lesser than 30 indicates good flow of powders [44].
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ACCEPTED MANUSCRIPT 3.4. Optimization of parameters using graphical optimization method A total of 25 trials were performed to optimize the parameters for preparing solid dispersion
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of PPK. Factors A–D were used in such a manner that final moisture content (Y1) was in the
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range of 0.01 to 0.1 %, product yield (Y2) in the range of 34.48 to 66.18 %, solubility (Y3) in
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the range of 4.82-8.02 mg/mL and angle of repose (Y4) was in the range of 16.12 to 26.22°, respectively. For a batch size of 5 g, the values of Y1-Y4 were predicted in the required range, where A (ratio of trehalose to PPK) was 0.075 to 1 w/w , B (ratio of tween-80 to PPK)
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was 0.15 to 1 w/w, C (inlet air temperature) was 125°C and D (feed flow rate) was 18
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mL/min . By using these values of factors three different batches of solid dispersions of PPK were prepared. Fig. 4 represents an overlay plot showing the optimized parameters suggested
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by DoE software to get the responses in required range.
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3.5. Evaluation of physicochemical and bulk drug properties of optimized batch The optimized batch of PPK-SD was evaluated for moisture content, angle of repose, bulk
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and tapped density and compressibility index. The results are shown in Table 6. All the parameters were found to be within pharmacopoeial limits.
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3.6. Solubility studies of optimized batch (PPK-SD) In order to evaluate the improvement in solubility of PPK by solid dispersion technique, pure PPK and PPK-SD were subjected to solubility studies. The result of these studies is shown in Fig. 5. A marked increase in solubility of PPK-SD was observed in water as well as all the aqueous buffers as compared to pure PPK. In water about 50.6 % enhancement in solubility was observed. About 21.65, 72.11, 33.33, 23.29, 38.38 and 65.42 % increase in solubility for PPK-SD over pure PPK was observed in pH 1.2, 4.6, 5.0, 6.8, 7.4 and 9.6 buffers respectively. 3.7. Powder X-ray diffraction (PXRD) studies
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ACCEPTED MANUSCRIPT The PXRD patterns of pure PPK and solid dispersions (PPK-SD) are shown in Figs. 6a and 6b. Diffraction pattern of the solid dispersion indicates changes in the crystalline nature of the
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drug. The diffraction pattern of pure PPK shows a sharp peak at 21.66° with 100 % relative
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intensity. For PPK-SD samples, appearance of sharp peak at 21.60° with 100 % relative
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intensity indicated that no polymorphic changes occurred in PPK during the spray drying process. Minor decrease in peak intensity is attributed to decrease in the particle size of drug during spray drying (which was further confirmed by SEM analysis) as well as complete
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3.8. Scanning Electron Microscopy (SEM)
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miscibility of PPK with trehalose and tween-80.
Fig. 7a shows the crystalline structure of pure PPK with average diameters of 8.57 μm. Fig.
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7b shows solid dispersions of PPK (PPK-SD), which revealed irregular structure due to the
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porous nature of the carrier with the fine particles of the drug deposited on it. Moreover, a reduction in the particle size of PPK was also observed in PPK-SD formulation. Thus,
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reduced particle size, increased surface area and closer contact between the hydrophilic carriers and the drug, could be the major attributing factors for enhanced solubility of PPK in
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solid dispersions (PPK-SD) [52]. In previous contributions also it has been proven that the solubility of poorly soluble drugs have been improved by formulation of solid dispersion systems wherein the reduced particle size without agglomeration of fine particles increased the exposed surface area of the drug [53, 54]. In addition, the carrier material may contribute to increase the solubility/dissolution rate through its solubilizing and wettability-enhancing properties [53]. There are several researches in which different methods have been reported to reduce the particle size of drugs such as micronization, recrystallization, freeze drying and spray drying [53]. However, such fine particles produced by these techniques may cause aggregation and agglomeration of fine particles. In addition, poor wettability of fine powders may reduce the solubility/dissolution rate [55]. Through the application of solid dispersion in
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ACCEPTED MANUSCRIPT combination with spray drying/freeze drying one can achieve fine particles without or, minimum agglomeration [53]. Judicious selection of ratio of carriers and surfactants (like
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tween-80 used in the present study) in the formulation one can control the particle size of
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prepared solid dispersion of a poorly soluble drug [3, 11, 12].
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3.9. Particle size analysis
The average particle size of optimized batch of solid dispersion and initially grounded powder of PPK was found to be 25.31 nm (0.02531µm) and 1222 nm (1.222µm),
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respectively. The polydispersity index (PDI) of optimized batch of solid dispersion (A) and
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initially grounded powder of PPK (B) is shown in Figs.8a and 8b. The particle size analysis revealed that the particle size of optimized batch of solid dispersion is about 50 times smaller
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than that of initially grounded powder of PPK. Hence the findings of SEM analysis is well
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supported by particle size analysis. It is pertinent to note here that the PDI value of prepared
distribution.
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solid dispersion (Fig.8a) is found to be 0.489 which is an indication of very good particle size
3.10. DSC analysis
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The DSC thermograms of pure PPK showed the single melting peak of drug at 103.310C. The melting peak of optimized formulation containing PPK (PPK-SD) was observed at 102.260C. There were no additional melting peaks observed in the DSC thermograms before as well as after the melting peak of PPK-SD. Moreover, no shift in the melting peak was observed which could evidence about degradation or, polymorphic behaviour of PPK during melting. This confirmed that the PPK-SD did not degrade during spray drying process. The overlay of DSC thermograms of pure PPK and PPK-SD is shown in Fig. 9. 3.11. Fourier Transform Infrared (FTIR) Spectroscopy The vibrational frequency peaks for pure PPK and optimized formulation (PPK-SD) are shown in Fig. 10. Since PPK contains 18 amino acids linked with peptide linkage, Fig.10
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ACCEPTED MANUSCRIPT shows the presence of vibrational peaks of acidic carbonyl group (- C = O) at 1650 – 1660 cm-1, amino group at 3284 cm-1. It can be clearly observed from the figure that vibrational
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frequencies of all major peaks are matching for pure PPK and optimized formulation
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containing PPK (PPK-SD). This confirms the DSC findings that PPK did not get degraded
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during spray drying process which could be due to the presence of trehalose. 4. Conclusion
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The study presents the application of quality by design in optimization of solid dispersion formulation and process variables of polypeptide-k (PPK-SD) prepared by spray drying
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technique. It was observed that ratio of trehalose to PPK significantly affected the product flow properties (angle of repose) and yield. The ratio of tween-80 to PPK was found to
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significantly affect moisture content, solubility and angle of repose of the developed solid
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dispersion system, whereas, inlet air temperature significantly influenced moisture content and feed flow significantly affected moisture content and product yield. Enhanced solubility
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in water as well as aqueous buffers of different pH was achieved in the optimized formulation. Hence, it can be concluded that prepared solid dispersion system with enhanced
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solubility can further enhance oral bioavailability of polypeptide-k, when administered orally. However, it has yet to be proven by in-vivo studies. Acknowledgements
We are highly thankful to Science and Engineering Research Board, Department of Science and Technology, New Delhi, India for providing financial support for this project under Fasttrack Young Scientist Scheme (SB/YS/LS – 102/2013). Conflict of interest Declared none. References
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ACCEPTED MANUSCRIPT List of Figures Fig.1. Solubility results of PPK in various solubilizers. Fig.2. Angle of repose value to evaluate flow properties of formulations prepared by various carriers.
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Fig.5. Solubility of pure PPK and PPK-SD in various media.
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Fig.4. Overlay plot for optimized parameters of solid dispersions of PPK.
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Fig.3. Perturbation plot showing influence of individual factors on moisture content (Y1) (Fig.3A.), product yield (Y2) (Fig.3B.), solubility (Fig.3C.) and angle of repose (Fig. 3D.).
Fig.6. X-ray diffraction peaks of pure PPK (Fig. 6a) and PPK solid dispersion (PPK-SD) (Fig. 6b). Fig.7. SEM images of pure PPK (Fig. 7a) and PPK-solid dispersion (PPK-SD) (Fig. 7b). Fig.8. Particle size analysis of optimized batch of solid dispersion (8a) and initially grounded powder (8b).
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Fig.9. DSC thermograms of pure PPK and optimized formulation.
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Fig.10. Overlay of IR Spectra showing vibrational frequencies of pure PPK and PPK-SD.
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ACCEPTED MANUSCRIPT
500 400
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300 200 100 0 1
PEG 400
PEG 600
Tween 20
Tween 40
Tween 60
Span 40
Span 60
Span 80
PEG 4000
PEG 6000
Tween 80
Span 20
PG
Pluronic F-68
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PEG 200
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Solubilizing agents
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Amount of PPK soluble (µg/mL)
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Fig.1. Solubility results of PPK in various solubilizers.
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Angle of repose (Ө)
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Carriers
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Trehalose 0.05-1
Trehalose 0.075-1
Trehalose 0.1-1
Trehalose 0.125-1
Sorbtol 0.025-1
Sorbtol 0.05-1
Sorbitol 0.075-1
Sorbitol 0.1-1
Sorbitol 0.125-1
Mannitol 0.025-1
Mannitol 0.075-1
Mannitol 0.1-1
Mannitol 0.125-1
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Trehalose 0.025-1
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Mannitol 0.05-1
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Fig.2. Angle of repose value to evaluate flow properties of formulations prepared by various carriers.
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Fig.3. Perturbation plot showing influence of individual factors on moisture content (Y1) (Fig.3A.), product yield (Y2) (Fig.3B.), solubility (Fig.3C.) and angle of repose (Fig. 3D.).
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Fig.4. Overlay plot for optimized parameters of solid dispersions of PPK.
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200
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0 pH 1.2
pH 4.6 Pure PPK
pH 5
pH 6.8
PPK-SD
pH 7.4
pH 9.6
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Water
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Solubility of PPK in mg/L
250
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Fig.5. Solubility of pure PPK and PPK-SD in various media.
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ACCEPTED MANUSCRIPT Counts
6a.
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Fig. 6. X-ray diffraction peaks of pure PPK (Fig. 6a) and PPK solid dispersion (PPK-SD) (Fig. 6b).
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Fig.7a. SEM of Pure PPK
Fig.7b. SEM of PPK-SD Fig.7. SEM images of pure PPK (Fig. 7a) and PPK-solid dispersion (PPK-SD) (Fig. 7b).
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Fig.8a
Fig.8. Particle size analysis of optimized batch of solid dispersion (8a) and initially grounded powder (8b).
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PPK-Solid dispersion (PPK-SD)
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102.26°C
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103.31°C
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Pure PPK
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Fig.9. DSC thermograms of pure PPK and optimized formulation containing PPK (PPK-SD).
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Pure PPK
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Vibrational peaks of pure PPK and PPK-Solid dispersion (PPK-SD). Vibrational Major Functional Vibrational Major frequencies of groups present in frequencies of Functional groups major peaks pure the pure PPK major peaks PPK- present in the PPK (cm-1) SD (cm-1) PPK-SD 1556.61 -NH bend 1539.25 -NH bend 1653.05 Carbonyl peak of 1651.12 Carbonyl peak of acid (-COOH) acid (-COOH) 2929.97 -CH stretch 2929.97 -CH stretch 3284.88 -NH stretch 3284.88 -NH stretch
PPK-Solid dispersion
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Fig.10. Overlay of IR Spectra showing vibrational frequencies of pure PPK and PPK-SD.
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ACCEPTED MANUSCRIPT List of Tables Table 1. Variables for Box-Behnken study. Table 2. Formula composition of PPK solid dispersion system.
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Table 3. Factor level and response data for Box Behnken design for spray dried batches of Polypeptide-k solid dispersion system.
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Table 4. Evaluation solid carriers.
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Table 5. ANOVA summary report of responses obtained from Box-Behnken design.
Table 6. Physicochemical and physicomechanical properties of optimized batch polypeptide-k solid dispersion
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(PPK-SD).
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ACCEPTED MANUSCRIPT Table 1. Variables for Box-Behnken study.
Inlet air temperature (°C)
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Feed flow rate (ml/min)
D (X4)
T
B (X2)
Design Level Coded -1 0 +1 -1 0 +1 -1 0 +1 -1 0 +1
IP
Solubilizer to drug ratio (w/w)
Uncoded 0.050-1.0 0.075-1.0 0.100-1.0 0.10-1.0 0.15-1.0 0.20-1.0 120 125 130 16 18 20
SC R
Coded A (X1)
AC
CE P
TE
D
MA
NU
Independent Factors Uncoded Carrier to drug ratio (w/w)
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ACCEPTED MANUSCRIPT
Table 2. Formula composition of PPK solid dispersion system.
IP
T
Quantity/batch (g) 5 0.25-0.5 0.50-1
AC
CE P
TE
D
MA
NU
SC R
Ingredients Polypeptide-k Trehalose Tween-80
42
ACCEPTED MANUSCRIPT Table 3. Factor level and response data for Box Behnken design for spray dried batches of Polypeptide-k solid dispersion system.
120 120 125 130 130 125 125 125 125 120 125 125 120 125 125 125 130 125 130 125 130 120 130 120 125
18 18 16 18 16 18 16 20 18 18 18 16 16 18 20 20 18 18 18 16 20 18 18 20 20
0.02 0.04 0.1 0.04 0.02 0.07 0.05 0.09 0.04 0.09 0.07 0.03 0.07 0.08 0.08 0.07 0.06 0.05 0.01 0.03 0.02 0.05 0.02 0.07 0.09
Response 2 Product yield (g)
Response 3 Solubility (mg/mL)
T
Response 1 Moisture (%)
MA
NU
SC R
IP
Factor 4 D: Feed flow (mL/min)
D
0.1 0.05 0.075 0.075 0.075 0.1 0.075 0.075 0.075 0.075 0.05 0.1 0.075 0.1 0.1 0.075 0.075 0.05 0.1 0.05 0.075 0.075 0.05 0.075 0.05
Factor 3 C: Inlet temperature (Degree)
TE
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
Factor 2 B: Drug to Tween 80 ratio (w/w) 0.15 0.15 0.2 0.1 0.15 0.1 0.1 0.2 0.15 0.2 0.1 0.15 0.15 0.2 0.15 0.1 0.2 0.2 0.15 0.15 0.15 0.1 0.15 0.15 0.15
CE P
Factor 1 A: Drug to trehalose ratio (w/w)
53.18 47.18 57.59 51.24 60.12 55.12 62.10 38.68 52.18 53.45 52.18 66.18 62.10 47.68 43.12 40.14 53.45 49.68 54.44 51.82 53.17 36.88 52.16 46.44 40.12
5.88 6.78 7.54 4.9 6.76 4.9 5.01 7.23 6.42 6.96 6.42 5.32 6.1 8.02 5.22 4.82 7.16 7.48 5.76 5.88 6.61 4.96 5.91 6.13 5.11
Response 4 Angle of repose (degree)
18.18 24.12 23.18 21.18 20.18 16.12 26.22 24.18 22.41 26.18 22.41 19.52 23.11 22.10 19.47 20.16 23.18 24.56 19.22 22.18 20.82 19.16 24.21 20.48 23.34
AC
Run
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ACCEPTED MANUSCRIPT
Table 4. Evaluation solid carriers (Keeping carrier to drug ratio 0.075-1.0 w/w).
*↑ - Less
Moisture Content (%) 0.04 0.12 0.09
Particle agglomeration Nil ↑* ↑↑**
T
Angle of repose (°) 26.22 31.54 38.46
IP
Solid Carrier Trehalose Mannitol Sorbitol
AC
CE P
TE
D
MA
NU
SC R
**↑↑ - Comparatively higher
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ACCEPTED MANUSCRIPT
Table 5. ANOVA summary report of responses obtained from Box-Behnken design.
*R2 – A value above 0.50 indicates very good regression of the model.
***P value 0.020 < 0.0001 < 0.0001 0.0002
T
Regression parameters **Fcal 3.12 62.32 14.59 8.37
IP
Moisture content (Y1) Product yield (Y2) Solubility (Y3) Angle of repose (Y4)
*R2 0.76 0.91 0.71 0.58
SC R
Responses
**Fcal – A value above 3.00 and P value less than 0.05 indicates that the developed is highly significant.
AC
CE P
TE
D
MA
NU
***P value – A value less than 0.05 indicates that the developed is highly significant.
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ACCEPTED MANUSCRIPT
Table 6. Physicochemical and physicomechanical properties of optimized batch polypeptide-k solid dispersion (PPKSD).
Solubility in
Angle of repose
Bulk Density 3
water (mg/ml)
(°)
(g/cm )
0.038
5.92
21.32
0.47
(g/cm )
index (%)
0.59
20.3
AC
CE P
TE
D
MA
NU
*(Mean ± SD) – Mean of triplicate studies
Compressibility
3
SC R
content (%)
Tapped Density
IP
Moisture
T
(Mean ± SD)*
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ACCEPTED MANUSCRIPT Graphical abstract
Trehalose Tween-80
SC R
IP
T
Polypeptide-k
Pure PPK
CE P
TE
D
250 200 150 100 50 0
Spray dryer (SprayMate)
Spray Dried Polypeptide-k solid dispersion (PPK-SD)
PPK-SD
AC
Solubility of PPK in mg/L
MA
NU
Spray Drying
47
ACCEPTED MANUSCRIPT
Research Highlights
CE P
TE
D
MA
NU
SC R
IP
T
Solid dispersion of polypeptide-k (PPK) was formulated through spray drying. Optimization of formulation was done using Box Behnken design. Optimized batch has higher solubility in different media used compared to pure PPK.
AC
48