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The objective of present study was to explore the utility of "mixed solvency" concept to enhance the solubility of poorly-water soluble drug, candesartan cilexetil (CC) in modified solubilizer system. Also to propose an alternate system of solubilizer to provide novel surfactant/cosurfactant system, to aid traditionally involved components in formulation of SEDDS. The present study showed that "mixed solvency" concept was successfully employed in solubility enhancement of CC in TB3Mix upto 303 mg/g of blend. The study showed that alternate system of solubilizers also helped in reducing the surfactant concentration usually required to design nanoemulsions. Our study demonstrated the promising use of "mixed solvency" concept in solubility enhancement of poorly-water soluble drugs and tool to reduce the net surfactant concentration employed in designing of SEDDS.
Nowadays, an increasing number of new chemical entities and many existing drugs exhibit low solubility in water, which may lead to poor oral absorption, high intra- and inter-subject variability and lack of dose proportionality. Thus, for such compounds of BCS II type, the absorption rate and degree from the gastrointestinal tract (GIT) are usually controlled and limited by dissolution process (Amidon et al., 1995). To overcome the problem, various formulation strategies have been adopted including the use of cyclodextrins, nanoparticles, solid dispersions and permeation enhancers (Aungst, 1993). In recent years, much attention has been paid to self-emulsifying drug delivery systems (SEDDS), which have shown lots of reasonable successes in improving oral bioavailability of poorly soluble drugs (Kommuru et al., 2001; Gursoy and Benita, 2004; Kang et al., 2004). SEDDS are usually composed of a mixture of oil and surfactant or cosurfactant and are capable of forming fine oil-in-water emulsions upon gentle agitation provided by the GIT motion. After oral administration, SEDDS can maintain the poorly soluble drugs dissolved in the fine oil droplets when transiting through the GIT.
In the present study, an attempt was made to enhance the solubility of candesartan cilexetil by formulating it as SEDDS incorporating modified system of solubilizer along with the conventional components used, for filling into hard gelatin capsules. Candesartan cilexetil is an esterified prodrug of candesartan, a nonpeptide angiotensin II type 1 receptor antagonist used in the treatment of hypertension. Based on its solubility across physiologically relevant pH conditions and absorption characteristics, candesartan cilexetil is classified in the Biopharmaceutics Classification System as a class II drug. Low solubility of candesartan cilexetil across the physiological pH range is reported to result in incomplete absorption from the gastrointestinal (GI) tract and hence is reported to have an oral bioavailability of about 15%. Candesartan cilexetil is a highly lipophilic compound and has good solubility in tri- and diglyceride oils. These factors, therefore, may contribute toward absorption via the lymphatic route.
2. Materials and Methods
Candesartan cilexetil was generous gift from Dr. Reddy's Laboratories Ltd., Hyderabad, India, and medium chain triglyceride oil (Capryol-90), macrogolglyceride (Labrasol), Tween 80, Labrafac CC, Lauroglycol 90, Transcutol were generous gift from Gattefosse (Mumbai), India. Capmul PG-8 was generous gift from Abitech Coroporation, USA. Acrysol K-140 was generous gift from Corel Pharma Chem, Ahmedabad, India. Cremophor RH 40, Cremophor EL and Lutrol-F68 were generous gift from BASF (Mumbai), India. L-Camphor, Vanillin, Menthol were generous gift from Shagun Pharmaceuticals (Indore), India. Soybean oil, Castor oil, Olive oil, Oleic acid were purchased from local market. Acetonitrile was of HPLC grade purchased from SRL Chemicals, India. Water, double distilled in all glass still, was used in all experiments. All other chemicals used were of analytical grade. All chemicals were used as received.
2.2.1 Solubility studies
The objective of solubility studies is to determine the solubilization capacity for drug in given vehicles. Vehicles which show highest solubility are then used for formulation of SEDDS. The solubility of CC in various vehicles, i.e. oils (Capryol-90, Soybean Oil, Corn Oil, Capmul PG-8, Olive Oil, Oleic acid, Castor Oil, Labrafac PG), surfactants (Acrysol, Cremophor EL, Labrasol, Tween 80, Tween 20, Span 20) and cosurfactants (PEG 400, Lauroglycol 90, Transcutol, Lutrol F-68,) was determined initially.
The solubility of CC was also determined in modified solubilizer systems (Camphor 30% in ethanol (wt/wt), Camphor 60% in ethanol (wt/wt), Menthol 30% in ethanol (wt/wt), Menthol 60% in ethanol (wt/wt), Vanillin 30% in ethanol (wt/wt), Vanillin 60% in ethanol (wt/wt), Lutrol F-68 30% in ethanol (wt/wt), Lutrol F-68 60% in ethanol (wt/wt), and combinations of thereof viz. C/V 20/20, C/V 20/40, C/V 40/20, V/L 20/20, V/L 20/40, V/L 40 /20, C/L 20/20, C/L 20/40, C/L 40/20, C/V/L 10/10/10, C/V/L 20/20/20 where C denotes Camphor, V denotes Vanillin, L denotes Lutrol F-68, and digits denotes the percentage of components (Camphor, Vanillin, Lutrol- F68) in solution in ethanol (wt/wt). For example C/V/L 20/20/20 denotes 20% Camphor, 20% Vanillin, and 20% Lutrol F-68 in ethanol (wt/wt).
A total of 5 mL of each of the selected vehicles were added to each cap vial containing an excess of CC and the mixture was gently heated at 45-60Â°C in a water bath under continuous stirring using vortex mixer to facilitate drug solubilization. Vials were kept at ambient temperature for 72 h to attain equilibrium. After reaching equilibrium, each vial was centrifuged at 2000 rpm for 20 min, and excess insoluble CC was discarded by filtration using syringe filter (Millipore Millex- HN Nylon 0.45 Âµm). Aliquots of supernatant were diluted with methanol and the concentration of solubilized CC dissolved in various vehicles was quantified by HPLC method at 254 nm.
Table 1: Solubility of Candesartan Cilexetil in different vehicles and % Transmittance in selected Vehicles
176.83 Â± 2.28
21.31 Â± 3.26
44.60 Â± 1.31
7.19 Â± 1.19
253.47 Â± 2.20
3.8 Â± 0.81
183.47 Â± 0.95
1.63 Â± 0.44
Lutrol F-68 60%**
59.22 Â± 0.27
1.38 Â± 0.81
C/V/L 20/20/20 (B3)**
303.79 Â± 2.24
1.18 Â± 0.27
282.81 Â± 6.73
0.66 Â± 0.05
145.26 Â± 1.20
0.32 Â± 0.02
30.98 Â± 0.18
121.97 Â± 0.86
146.07 Â± 3.81
Lutrol F-68 30%**
33.34 Â± 0.18
241.80 Â± 9.40
193.32 Â± 2.65
217.84 Â± 5.85
219.18 Â± 1.70
21.93 Â± 1.48
265.34 Â± 1.71
103.80 Â± 1.99
107.79 Â± 1.86
114.29 Â± 4.32
98.93 Â± 1.40
137.55 Â± 3.48
80.51 Â± 2.38
134.53 Â± 3.27
103.26 Â± 3.37
118.10 Â± 1.09
89.51 Â± 4.32
214.59 Â± 4.96
4.96 Â± 2.78
210.65 Â± 1.39
** Solution of cosurfactant(s) in ethanol (wt/wt); C=Camphor, V=Vanillin, L=Lutrol F-68
Digits shows the % of component in solution (wt/wt); B3= 20%Camphor+20%Vanillin+20%Lutrol F-68 in ethanol (wt/wt)
TB3Mix= Transcutol P + B3 (1:1)
2.2.2 HPLC analysis
The HPLC analysis was carried out using Merck Lachrome high performance liquid chromatography system (Lachrome, Merck Hitachi). Chromatographic separation was accomplished using an ODS column (LichrosphereÂ® 100), C18, 250 mm x 4.6 mm, 5Âµm stainless steel column. The mobile phase consisted of a mixture of buffer (0.02 M monobasic potassium phosphate), acetonitrile, and triethylamine in the ratio of 40:60:0.2, with pH adjusted to 6.0 using phosphoric acid. The mobile phase was pumped isocratically at a flow rate of 2.0 ml/min during analysis. The amount of drug dissolved at each sampling point was estimated using UV wavelength of 254 nm.
2.2.3 Screening of surfactants for emulsifying ability
Emulsiï¬cation ability of various surfactants was screened. Brieï¬‚y, 300mg of surfactant was added to 300 mg of the selected oily phase. The mixture was gently heated at 45-60Â°C for homogenization. The isotropic mixture, 50 mg, was accurately weighed and diluted with double distilled water to 50 ml to yield fine emulsion. The ease of formation of emulsion was monitored by noting the number of volumetric flask inversions required to give uniform emulsion. The resulting emulsions were allow to stand for 2 h and their transmittance was assessed at 633 nm by UV-160A double beam spectrophotometer (Shimadzu, Japan) using double distilled water as blank.
2.2.4 Screening of cosurfactants
The turbidimetric method was used to assess relative efficacy of the cosurfactants to improve the nano-emulsification ability of the surfactant and also to select best cosurfactant from the large pool of cosurfactant available for design of formulation. AcrysolÂ®, 200 mg was mixed with 100 mg of cosurfactant. Capryol90 (CAE), 300 mg, was added to this mixture and the mixture was homogenized with the aid of the gentle heat (45-60 â-¦C).The isotropic mixture, 50 mg, was accurately weighed and diluted to 50ml with double distilled water to yield ï¬ne emulsion. The ease of formation of emulsions was noted by noting the number of ï¬‚ask inversions required to give uniform emulsion. The resulting emulsions were observed visually for the relative turbidity. The emulsions were allowed to stand for 2 h and their transmittance was measured at 638.2 nm by UV-160A double beam spectrophotometer (Shimadzu, Japan) using double distilled water as blank. As the ratio of cosurfactants to surfactants is the same, the turbidity of resulting nanoemulsions will help in assessing the relative efï¬cacy of the cosurfactants to improve the nanoemulsiï¬cation ability of surfactants.
2.2.5 Pseudoternary phase diagram studies
In order to identify self-emulsifying regions as well as suitable components, pseudo-ternary phase diagrams containing oil, surfactant, co-surfactant, and water were constructed by aqueous titration method. On the basis of solubility studies of CC in different vehicles, Capryol-90 were selected as the oil phase, On the basis of solubility and emulsifying ability Acrysol was selected as surfactant. The sizes of the nanoemulsion region in the diagrams were compared. Briefly, various self-emulsifying formulations were prepared by mixing oil and surfactant/co-surfactant mixture in varying volume ratio from 9:1, 8:2, 7:3, 6:4, 5:5, 4:6, 3:7, 2:8, and 1:9, in separate glass vials. Cosurfactant system ratio containing Transcutol P and B3Mix was maintained constant at 1:1, 1:2 and 2:1. Mixtures were homogenized with the aid of gentle heat (45-60°C). Pseudo-ternary phase diagrams were developed using aqueous titration method and were mapped with the help of Sigma Plot software (version 11.0). Slow titration with aqueous phase was done to each weight ratio of oil and Smix and visual observation was carried out for transparent and easily ï¬‚owable nano-emulsions. The physical state of the nanoemulsion was marked on a pseudo-three-component phase diagram with one axis representing aqueous phase, the other representing oil and the third representing a mixture of surfactant and cosurfactant at ï¬xed weight ratios (Smix ratio). The phase diagrams are shown in Fig 1 to Fig 5.
Fig. 1: Pseudoternary Phase Diagram for Capryol-90 as
Oil Phase, AcrysolÂ® as Surfactant and Water
Fig. 2: Pseudoternary Phase Diagram for Capryol-90 as
Oil Phase, AcrysolÂ®: TB3Mix (1:1) as Smix and Water
Fig. 3: Pseudoternary Phase Diagram for Capryol-90 as
Oil Phase, AcrysolÂ®: TB3Mix (2:1) as Smix and Water
Fig. 4: Pseudoternary Phase Diagram for Capryol-90 as
Oil Phase, AcrysolÂ®: TB3Mix (1:2) as Smix and Water
Fig. 5: Comparative Pseudoternary Phase Diagram for Capryol-90 as
Oil Phase, AcrysolÂ®: TB3Mix as Smix and Water
2.2.6 Construction of ternary phase diagrams
A series of self-emulsifying formulations were prepared with varying concentrations of oil, surfactant, and co-surfactant. Concentration of capryol-90 was varied from 10-55% (w/w) as an oil phase, AcrysolÂ® from 30-75% (w/w) as surfactant and TB3Mix from 0-40% (w/w) as cosurfactant at an interval of 5%. Total of the oil, surfactant, and co-surfactant always added upto 100% in each mixture. Each formulation was homogenized with the help of gentle heat upto 45-60°C. Accurately weighed 50 mg of each of 47 mixtures was then emulsified to 50 ml with distilled water separately, under the conditions of gentle shaking and the resultant emulsion was allowed to stand undisturbed for 15 min for equilibration. The selection of emulsification range was done on the visual clearance and % transmittance. Only those compositions having % transmittance more than 70% and clear appearance were considered desirable and were used in plotting the ternary phase diagram. Ternary phase diagrams were plotted using Sigma Plot software (version 11.0). Desirable self-emulsifying region and concentration range of each component were identified as shaded are from the phase diagram shown in Fig 6.
Fig. 6: Ternary Phase Diagram for Capryol-90, AcrysolÂ® and TB3Mix
2.2.7 Optimization of SEDDS formulation using Mixture D-optimal design
The pre-optimization studies concluded the ranges of oil (Capryol 90), surfactant (AcrysolÂ®) and cosurfactant, TB3Mix [Transcutol P: B3Mix (1:1)] were 10-30 %, 40-70 % and 10-40 % respectively. These concentrations were subjected to optimization using Design Expert software (Version 8.0.3) of Stat-Ease, Inc. Minneapolis, USA. A variation in concentration of any of these components causes a change in the droplet size, isotropicity, polydispersity index, drug release as well as other properties of the formulation. Thus, concentration of oil, surfactant and cosurfactant were chosen as the independent variables or factors. The lower and upper limits of each factor were selected on the basis of the pre-optimization studies as well as compatibility of possible combinations by software. The sum total of all the three components in a formulation always summed upto 100%. The variables along with their ranges are recorded in table 2.
Table 2: Independent and Dependent Variables with Their Ranges for Optimization of SEDDS Formulation
Amount of oil
Amount of surfactant
Amount of cosurfactant
Cumulative % drug release in 30 minutes
Average particle size
Target to 75
Constraint Applied for Independent Variables
Amount of oil + Amount of surfactant + Amount of cosurfactant = 100%
Amount of surfactant â‰¥ Amount of co-surfactant
Four responses include cumulative % drug release in 30 minutes (Y1) Average droplet size (nm) (Y2), polydispersity index (Y3), and turbidity (Y4) since they are generally regarded as significant factors for assessing the qualities of SEDDS. A two-factor, two levels D-Optimal Mixture Design was undertaken to investigate the main effects and the interactions of the two factors on the four responses. The design consist of 16 runs viz. 6 model formulations, 5 runs to estimate lack of fit, and 5 replicate runs. The purpose of replication was to estimate experimental error and increase the precision. The independent and dependent variables are shown in Table 2, and the experimental runs with observed responses are shown in Table 3. Based on the experimental design, the factor combinations- yielded different responses.
The results obtained were statistically analyzed for response variables by using Design expert software (8.0.3 version) of Stat-Ease, Inc. Minneapolis, USA.
3 Preparation and characterization of optimized batches of Candesartan Cilexetil SEDDS
3.1 Preparation of Optimized batches of Candesartan Cilxetil SEDDS
The optimized formulations obtained by the Design-Expert software (Table 6), were prepared by spontaneous emulsification method. All the three components of the system were accurately weighed in the required amounts in glass vials. They were then homogenized by gentle heating upto 45-60°C. The mixtures were then stirred using vortex stirrer for 5 min for proper mixing of the components. Sixteen mg of drug was added to each formulation and mixed using vortex stirrer for 10 min for proper solubilization of drug and development of a homogeneous formulation.
Formulation containing 16 mg of the drug was finally filled in size '2' capsule with the help of a micropipette. The capsule shell was then sealed by applying 1% gelatin solution and subsequently 70% w/v solution of alcohol on the joint and cooling.
Table 6: Composition of Optimized SEDDS Formulations of Candesartan Cilexetil
Ingredients of SEDDS
Formulation Batch Code
Amount of Capryol-90 (mg)
Amount of AcrysolÂ® (mg)
Amount of Transcutol P(mg)
Amount of Camphor (mg)
Amount of Vanillin (mg)
Amount of Lutrol F-68 (mg)
Amount of Ethanol (mg)
3.2 Characterization of Optimized batches of Candesartan Cilxetil SEDDS
3.2.1 Visual Observation
A visual test to assess the self-emulsification properties reported by Craig et al. (7) was modified and adopted in the present study. In this method, a predetermined weight of formulation (50 mg) was introduced into 500 ml of water in a glass beaker that was maintained at 37 Â°C, and the contents mixed gently using a magnetic stirrer. The tendency to emulsify spontaneously and progress of emulsion droplets were observed. The tendency to form emulsion was judged qualitatively as "good" when droplets spread easily in water and formed a fine transparent emulsion, and it was rated "bad" when there was milky or no emulsion formation with immediate coalescence of oil droplets, especially when stirring was stopped. All the trials were carried out in duplicate, with similar observations being made between repeats.
3.2.2 Determination of droplet size and zeta-potential
Droplet size of SEDDS is a critical step in the pathway of enhancing drug bioavailability. To investigate the globule size of resultant emulsion, fifty mg of the formulations was diluted to 50 ml with distilled water and was allowed to equilibrate for 15 min. Droplet size, distribution and zeta potential of the resulting emulsion was then measured by laser particle size analyzer (Malvern Zetasizer Nano S, Malvern Co., UK). The detection range was from 2 to 5000 nm. Each sample was analyzed in triplicate. Result
3.2.3 Cloud point determination
The coloud point is the temperature above which the formulation clarity turns into cloudiness. At higher temperatures, phase separation can occur due to dehydration of polyethyleneoxide moiety of the non-ionic surfactant. Since both drug solubilization and formulation stability will decline with this phase separation, the cloud point of the formulation should be over 37â-¦C. The cloud point value is affected by factors such as drug hydrophobicity, kind, combination, mixing ratio and amount of each of the oils, surfactants and co-surfactants used (Itohetal.,2002;Zhangetal.,2008). To measure the cloud point, 1 ml of the formulation was diluted with 250 ml distilled water, and temperature of the resulting emulsion was gradually increased at increments of 2°C. The temperature at which turbidity appeared was noted down. In this study, cloud point of F4 formulation was very high as reported in Table5
3.2.4 In vitro release studies
An in-vitro drug release study for the optimized formulations was performed using USP paddle apparatus. The dissolution media used for study is recommended by USFDA, comprising 900 ml of 0.35% polysorbate 20 in 0.05 M phosphate buffer of pH 6.5 at 50 rpm (paddle rotation). A 166 mg aliquot of the formulation (equivalent to 16 mg of candesartan cilexetil with 10.7 % drug loading in 150 mg formulation blend) in prefilled capsule shell was placed in dissolution media and temperature was maintained at 37°CÂ±0.5°C. Placebo formulations were also tested to check interference, if any. Samples were collected periodically and replaced with fresh dissolution medium. Samples after filtration through syringe filter (Millipore Millex-HN, Nylon 0.45 Âµm) were analyzed by HPLC method at 254 nm for candesartan cilexetil content. 100Âµl samples were drawn out at the predetermined intervals, and the same volume of fresh dissolution medium was replenished. The release of candesartan cilexetil from SMEDDS formulation was compared with the marketed tablet of candesartan cilexetil containing the same quantity of drug. A sample (20Âµl) was injected into HPLC.
4 Results and discussion
SEDDS exhibited potential to improve oral bioavailability of similar lipophilic drug facing metabolic deterrents such as atorvastatin (Ref shen & Zhang 2006) and amphotericin B (Ref wasen et al 2009).
SNEDDS spontaneously form nano emulsions when exposed to GIT fluids. The spontaneous formation of nano emulsion advantageously present the drug in a dissolved form. The resultant small droplet size provides a large interfacial surface area for drug release and absorption. In addition, the specific system componets promote the solubility by alternate methods as well as intestinal lymphatic transport of drugs. Main mechanisms include increase membrane fluidity to facilitate transcellular absorption, opening of tight junctions to allow paracellular transport, inhibiting P-glycoprotein /chylomicron production by lipid.
Order to prepare an efficient SEDDS of Candesartan Cilexetil, the formulation should be tailored for such a drug. Proper type & ratio of oily phase, surfactant, solubilizer system and proper globule size should be selected. Furthermore optimal formulation should possess a cloud point higher than 37Â°C and a promising release profile, as detailed in the following sections.
4.1 Solubility studies
The solubility of drug was tested in different oils that are of natural origin and most of them are commonly utilized for SEDDS formulations (Chen 2008 or Pouton 2008). Solubilizing capacity of an oily phase is the perspective of consideration regarding oil selection (Pouton and porter 2008). Results of solubility studies are depicted in (Table 1). The table demonstrates that solubility of the lipophilic drug Candesartan Cilexetil was found to the highest in the Capryol-90 oil. Regarding surfactants and cosurfactant selection, drug solubility would come second to the main selection perspective: emulsification efficiency (Date and Nagarsenkar, 2007).
4.2 Preliminary screening of surfactants
Non-ionic surfactants are generally considered less toxic than ionic surfactants. They are usually accepted for oral ingestion (Pouton and porter 2008). The surfactants were compared for their emulsification efficiencies using different oily phases. It has been reported that well formulated SEDDS in dispersed within no time under gentle stirring conditions (Pouton and Porter 2008). Transmittance value of different mixtures are demonstrated in Table 1. Results inferred that the oily phase Capryol-90 exhibited the highest emulsification efficiency with all surfactant employed with. Acrysol ranking first (93.7%) resulting only 4 seconds (4 flask inversions) for homologous emulsion formation. It was reported that oils of medium chain length and higer HLB values such as Capryol-90 (HLB-6) are better than longer chain length such as Labrafac.
On the other hand, Acrysol which poly oxy hydrogenated castor oil utilized in one of the few marketed SEDDS products NeoralÂ®(Cremophor-RH 40).
As regarded in Table 1 drug solubility in Acrysol was lower than in other surfactants. Nevertheless, it exhibited the highest emulsification efficiency with all oils utilized. Emulsification ability and bioactive aspect (inhibiting P-glycoprotein- CYP34A) provoked Acrysol selection for further study.
4.3 Preliminary screening of co-surfactants and modified solubilizers
Addition of a cosurfactant to the surfactant- containing formulation was reported to improve dispersibility and drug absorption from the formulation (Porter et al 2008). In present investigation different solubilizers also incorporated with cosurfactant- solubilizer system to improve the drug loading feature within cosurfactant-solubilizer system. As depicted in Table 1 different cosurfactant & solubilizer investigated individually for solubilization capacity of candesartan cilexetil as well as emulsification ability of mixture formed thereof. In view of current investigation Transutol P with modified solubilizer system (B3Mix) in ratio of 1:1 showed maximum transmittance & solubility. Hence TB3Mix (Transcutol P: B3Mix :: 1:1) selected as cosurfactant solubilizer system. The ratio of surfactant to the cosurfactant-solubilizer system was also confirmed by Pseudoternary phase diagram where Acrysol to the TB3Mix in ratio of 1:1 showed highest zone of clear emulsion formed as compared to Acrysol:TB3Mix (1:2 & 2:1). The detailed study involving the determination of range of concentration used in formulation was carried out via ternary phase diagram.
4.4 Phase diagram study
Based on the result of preliminary screening, ternary phase diagrams of selected oily phase, surfactant and cosurfactant-solubilizer, were constructed. The shaded colored region indicates nano emulsion region. Wider region indicates better nano-self emulsification ability. The Pseudoternary phase diagrams (Fig 1 to Fig 5) depicted that the formulation containing Smix (1:1) have wider zone of clear emulsion than formulations containing Smix in (1:2 & 2:1) ratios. On the basis of visual observation of clarity and transmittance values of different formulation ranging different concentration of surfactant, cosurfactant and oil, ternary plot was constructed as fig 6 showing shaded colored region containing formulations formed clear emulsions with transmittance value more than 70% (data not shown).The range of components selected for further optimization is shown in Table ??. It is noteworthy that surfactant concentration less than 40% resulted in turbid and crude emulsions (data not shown). This could justify the minimum surfactant concentrations 40%. The maximum oil can be used in formulation was 30% rest was cosurfactant-solubilizer system.
4.5 Computer-Aided optimization of SEDDS by D-Optimal mixture design
The concentration ranges of components obtained from ternary plots are further get subjected to Design Expert Software (Stat.,,,,\) for further optimized. The upper and lower limit of independent factors, were selected on the basis of pre-optimization studies as well as the compatibility of possible combinations by software & target values of reponse variables were selected as given in table 2.
The software generated 16 optimization batches according to the constraint applied to the system during computer aided optimization. The generated 16 optimization batches along with data obtained by evaluation of these batches is reported in table 3. The generated data further feed into the software and mathematical models were applied which in the form of mathematical polynomial equation depict the relationship between the response variable and independent variable as listed in table 3.
The optimization batches were selected on the basis of desirability function. Those formulations having desirability factor near 1.0 were selected. Good correlation was found between the observed and predicted values of the response. Moreover the p-values of response was found to be less than 0.05, confirming the agreement between predicted and observed values which further validate the results (Table 4 & table 5).
Table 3: Evaluation of Optimization Batches of SEDDS Formulation
Formulation batch code
Amount of Oil (%)(wt/wt)
Amount of Surfactant (%) (wt/wt)
Amount of Cosurfactant (%) (wt/wt)
Release in 30 Min (%)
Avg. Droplet Size (nm)
Polydispersity Index (PDI)
* Turbidity, 0 = clear emulsion and 1 = turbid emulsion
The mathematical relationships in the form of polynomial equations for the measured responses are listed in Table 6. The statistical summary of response variables is summarized in Table 4.
Table 6: Mathematical Relationship For Measured Responses As Polynomial Equation
Cumulative % Drug Release in 30 Minutes(Y1)
Avg. droplet size (nm) (Y2)
+0.01482 *Surfactant *Cosurfactant
Polydispersity Index (PDI) (Y3)
-0.04192 * Oil
+0.00512 * Surfactant
+0.28316 * Cosurfactant
+0.00160* Oil * Surfactant
-0.006050* Oil * Cosurfactant
-0.00587* Surfactant * Cosurfactant
+0.00009 * Oil * Surfactant * Cosurfactant
+0.00004 * Oil * Surfactant * (Oil-Surfactant)
-0.00002 * Oil * Cosurfactant * (Oil-Cosurfactant)
+0.00005 * Surfactant * Cosurfactant *
-0.30455 * Oil
+0.00440* Oil * Surfactant
+0.00390* Oil * Cosurfactant
-0.00276* Surfactant * Cosurfactant
Table 4: Statistical Summary for the Response Variable
3.6 Preparation of Candesartan cilexetil-
Candesartan cilexetil 16-mg was added to the four optimized batches generated by Design Expert Software (Stat Easeâ€¦..) Table 6.
3.7 Evaluation of optimized SEDDS of Candesartan Cilexetil
3.7.1 Determination of droplet size & zeta potential-