Factorial Design Based Formulation and Characterization of the Controlled Release Methotrexate Beads
1Indukaka Ipcowala College of Pharmacy, New Vallabh Vidyanagar-388121, Vithal Udyognagar, Gujarat, India
2A.R. College of Pharmacy Vallabh Vidyanagar-388120, Anand, Gujarat, India
*Corresponding Author E-mail: rajlec_qa@yahoo.com
ABSTRACT
Methotrexate is an ideal candidate for incorporation in a controlled release device to diminish its adverse effect after oral administration. Beads were prepared by using chitosan as a polymer and Tripolyphosphate as a gelling agent. In this investigation, 32 full factorial design was used to investigate the joint influence of two variables: the concentration of Tripolyphosphate (X1) and concentration of Span 80 (X2) on the drug content (DC) and time for 50% drug dissolution (t50). A statistical model with significant terms is derived to predict DC and t50. The DC value and t50 value for the nine batches showed the response ranges from a 30.61 to 58.56 % and 120 to 300 min, respectively. The beads of best batch (CH1) were found comparatively smooth, spherical in shape and free flowing. The size analysis study revealed that the beads mean particle sizes ranging from 500 to1000. The results of similarity factor, f2, confirmed that the release of drug from prepared formulation was similar to that of desired drug release profile. The results of multiple linear regression analysis concluded that for obtaining controlled drug release with high drug content, the beads should be prepared using relatively lower levels of Tripolyphosphate and Span 80.
KEYWORDS: Factorial design, Methotrexate, chitosan, span 80, tripolyphosphate
INTRODUCTION:
Chitosan is a cationic polysaccharide derived from chitin, which is a copolymer of glucosamine and N-acetyl glucosamine units1,2. It has been extensively studied in the pharmaceutical industry as a carrier for drugs owing to its biocompatibility and biodegradibilty3-5. Chitosan is polycationic in acidic media (pKa 6.5) and can form a gel matrix with counter-ions such as sodium tripolyphosphate (TPP)6-8. TPP is a non-toxic and multivalent anion that can form either inert or intra-molecular link with positively charged amino groups of chitosan 9-11. This characteristic can be employed to prepare cross-linked chitosan beads. The interaction of chitosan with TPP leads to formation of biocompatible cross-linked chitosan beads, which can be efficiently employed in drug delivery. The cross-linking density, crystallinity, and hydrophilicity of cross-linked chitosan can allow modulation of drug release and extend its range of potential applications in drug delivery.
Methotrexate (MTX), a folic acid analogue, anticancer agent, immunosuppressive agent, selected as a model drug. MTX was chosen, because it is a cell-cycle phase specific drug where by prolonged exposure of drug to the cancer cells, is necessary for optimal efficacy11. Methotrexate competitively and reversibly inhibits dihydrofolate reductase (DHFR), an enzyme that participates in the tetrahydrofolate synthesis.
The affinity of methotrexate for DHFR is about one thousand-fold that of folate for DHFR. Dihydrofolate reductase catalyzed the conversion of dihydrofolate to the active tetrahydrofolate. Folic acid is needed for the de novo synthesis of the nucleoside thymidine, required for DNA synthesis. Also, folate is needed for purine base synthesis, so all purine synthesis will be inhibited. Methotrexate, therefore, inhibits the synthesis of DNA, RNA, thymidylates, and proteins. Methotrexate acts specifically during DNA and RNA synthesis, and thus it is cytotoxic during the S-phase of the cell cycle. Logically, it therefore has a greater toxic effect on rapidly dividing cells (such as malignant and myeloid cells, and GI and oral mucosa), which replicate their DNA more frequently, and thus inhibits the growth and proliferation of these non-cancerous cells as well as causing the side effects listed above. Methotrexate is a weak dicarboxylic acid with pKa 4.8 and 5.5, and thus it is mostly ionized at physiologic pH. When it is given orally has a short elimination half life and can cause gastrointestinal irritation, diarrhoea and ulcerative stomatis. Oral absorption is saturatable and thus dose-dependent, with doses less than 40 mg/M2 having 42% bioavailability and doses greater than 40 mg/M2 only 18%. Mean oral bioavailability is 33% (13-76% range), and there is no clear benefit to subdividing an oral dose. Mean intramuscular bioavailability is 76%. Methotrexate is metabolized by intestinal bacteria to the inactive metabolite 4-amino-4-deoxy-N-methylpteroic acid (DAMPA) and accounts for less than 5% loss of the oral dose12-15
Table1 Formulation summary as per 32 factorial design
Batch no. |
X1 |
X2 |
Mean particle size (µm) |
DC % |
t50 min |
|
CH1 |
-1 |
-1 |
770 |
58.56 |
218 |
|
CH2 |
0 |
-1 |
751 |
42.30 |
240 |
|
CH3 |
1 |
-1 |
742 |
35.70 |
300 |
|
CH4 |
-1 |
0 |
670 |
49.70 |
183 |
|
CH5 |
0 |
0 |
634 |
40.16 |
200 |
|
CH6 |
1 |
0 |
664 |
33.46 |
230 |
|
CH7 |
-1 |
1 |
544 |
39.48 |
120 |
|
CH8 |
0 |
1 |
556 |
36.43 |
153 |
|
CH9
|
1
|
1
|
543 |
30.61
|
170
|
|
Coded value |
Actual values |
|||||
X1 |
X2 |
|||||
-1 |
1 |
0.5 |
||||
0 |
2 |
1.0 |
||||
1 |
3 |
1.5 |
||||
X1 = Concentration of TPP (%), X2 = Concentration of Span 80 (%)
Thus, the objectives of present study are to prepare MTX containing sustained release chitosan beads by using 32 factorial design which eliminate the inherent drawbacks experienced with oral administration. The concentration of TPP (X1) and the concentration of Span 80 (X2) were selected as independent variables. The DC and t50 were selected as dependent variables. These various concentrations of TPP (1%, 2%, 3%) and Span 80 (0.5%, 1%, 1.5%) were used to investigate the influence of these varied concentration on release and physical characterization of beads.
MATERIALS AND METHODS:
Materials:
Chitosan and MTX were procured from Central Institute of Fisheries, Cochin and Sun Pharmaceuticals, Mumbai respectively. Tripolyphosphate (TPP), Sorbitan mono-oleate (Span 80), Glacial acetic acid, and other reagents were procured from SD fine Chemicals Ltd. Mumbai.
Methods of preparation:
Beads were prepared by Ionotropic gelation method with some modifications16-18. The MTX (50 mg) was dispersed in 10 mL of 1 % wt/vol chitosan solution previously prepared in aqueous acetic acid (Disperse phase). The beads were formed by dropping the bubble-free dispersion through 18 gauge disposable syringe (10 mL) into a gently agitated (Magnetic stirrer Remi equipment, Mumbai, Model ms 500) 1 % wt/vol aqueous TPP solution containing 0.5 % vol/vol Span 80 (Continuous phase). The chitosan beads were separated after 15 minutes by filtration and rinsed with distilled water. Beads were oven dried at 600C for 6 h and dried beads were stored for their characterization.
CHARACTERIZATION OF BEADS:
Factorial design:
Well established statistical tools such as factorial designs are very essential to understand the complexity of pharmaceutical formulations. The number of experiments required for these studies are dependent on the number of independent variables selected by the formulator. For simplicity, it was decided to perform a two variable study as three experimental levels to achieve the set objectives efficiently. The concentration of TPP (X1) and the concentration of Span 80 (X2) were selected as independent variables. The DC and t50 were selected as dependent variables. These various concentrations of TPP (1%, 2%, 3%) and Span 80 (0.5%, 1%, 1.5%) were used to investigate the influence of these varied concentration on release and physical characterization of beads. Various compositions of formulations as per the 32 factorial design were shown in Table 1. The statistical analysis of the factorial batches was performed by multiple regression analysis using Microsoft Excel followed by ANOVA. The results are depicted in Table 2.
Figure 1 Response surface plot of effect of X1 and X2 on DC
Drug content (DC):
The MTX-Chitosan beads were tested for their DC. The beads containing drug were extracted with 0.1N HCl solution for 36 h. The content was filtered and absorbance of the filtrate was measured at 303 nm, using 0.1N HCl as the blank by spectrophotometer (UV 1601 Shimandzu Corp., Japan Model) and DC were determined.
In-vitro release study:19
The release properties of beads were studied in 0.1N HCl using USP XXI rotating paddle apparatus (Scientific USP stds, Model DA). The dissolution medium 500 mL, was maintained at (37 ± 0.50C), and stirring speed was set at 100 rpm. Beads (50 mg) were added to the dissolution medium and aliquots of 1mL were taken and replaced with fresh medium at predetermined time intervals. The concentration of MTX in each filtered sample was determined by UV spectrophotometer at wave length of 303 nm using corresponding blank.
Size distribution of beads:
The size distribution of beads into various size fractions was carried out using mechanical sieve shaker. The mean particle sizes of the beads were determined by sieving method.20,21 Beads were separated into different size fractions by sieving for 10 minutes using mechanical sieve shaker (Cuprit Electrical Co. India) containing standard sieves having apertures of 1000,
Table 2 Summary results of Analysis of Variance for measured responses*
Parameters |
df |
SS |
MS |
F |
Significant F |
For DC |
|
||||
Regression |
5 |
588.8141 |
117.7628 |
27.2537 |
0.010527 |
Residual |
3 |
12.96295 |
4.320984 |
|
|
Total |
8 |
601.7771 |
|
|
|
For t50 |
|
||||
Regression |
5 |
22236.44 |
4447.289 |
36.67587 |
0.006834 |
Residual |
3 |
363.7778 |
121.2593 |
|
|
Total |
8 |
22600.22 |
|
|
|
* df indicate degree of freedom; SS, sum of square; MS, mean sum of square; and F, Fischer’s ration.
T50 X1 = A: TPP X2 = B: span 80
Figure 2 Response surface plot
of effect of X1 and X2 on t50
710, 500, 355, 250 and 180 µm (Indian Pharmacopoeia, 1996). The particle size distribution of the beads for all the formulations was determined and mean particle size of beads was calculated by using the following formula.
Similarity factor:
The following criteria were established for the desired drug release profile; (a) 20 %< Y60<40%; (b) 50 %< Y360<70%; (c) 65 %< Y480<80 %22. Based on these criteria, a desired drug release profile was established and compare with best batch (CH1) as shown in the figure1. For the purpose of comparison, the similarity factor between the two formulations was determined using the data obtained from the drug release studies. The data were analyzed by the formula23 shown in Equation (1)
f2 = 50 log { [1+(1/N)Σ(Ri - Ti)2]-0.5 × 100} (1)
Where,
N- Number of time points
Ri and Ti – Dissolution of reference and test product at time i
If f2>50, it is consider that two products share similar drug release behavior.
RESULTS AND DISCUSSION:
A statistical model [Eq. (2)] incorporating interactive and polynomial terms was used to evaluate the selected responses.
Y=b0+b1X1+b2X2+b11X12+ b22X22+b1b2X1X2 (2)
where Y is the dependent variable, b0 is the arithmetic mean response of the 9 runs, and bi is the estimated coefficient for the factor Xi. The main effects (X1 and X2) represent the average result of changing 1 factor at a time from its low to high value. The interaction terms (X1X2) show how the response changes when 2 factors are simultaneously changed. The polynomial terms (X12 and X22) are included to investigate nonlinearity.
Figure 3 Comparison of dissolution profile of batch CH1 and desired drug release profile.
The fitted equation relating the response (DC) to the transformed factors is shown in Eq. (3)
DC = 40.02-7.995X1-5.0X2+1.621X12-0.593X22+3.49X1X2 (3)
(R=0.9784)
The DC value for the nine batches showed a wide variation i.e. the response ranges from a minimum of 30.61 to a maximum of 58.56 %. These data indicates that the DC value is dependent on the factors.
The significant level of coefficients of b12 and b22 were found to be 0.350461 and 0.713508 respectively and hence they were removed from regression Eq. (3) to generate the reduced model. The coefficients b1, b2 and b1b2 showed significant values of less than 0.05 and hence they were retained in the reduced model. [Eq. (4)]
DC = 40.02-7.995X1-5.0X2+3.49X1X2 (4)
It was concluded that the low levels of X1 (TPP concentration) and X2 (Span 80 concentration) appears to favor the preparation of beads with better DC. The Eq. (4) is presented in the form of a response surface plot in Fig. 1 to visualize the impact of changing independent variables on DC.
It was found that as the concentration of Span 80 and TPP increases the DC was decreased. Here the span 80 is a representative of non ionic dispersing agent which was used to stabilize the system. It has the HLB value 4.3 and is expected to have a high dispersity by reducing the surface tension at the interface. Thus, greater amount of Span 80 might be included in the beads which resulted in the decreased DC.
The decreases DC value with higher concentration of TPP attributed to solubility of MTX in the TPP solution and loss of the drug from disperse phase to continuous phase. An increase in concentration of TPP in continuous phase leads to increased solubility of MTX in the TPP solution and lower the DC in the beads. Results showed similar decreased in the DC, as found by R. Bodmeier [17].
t50 = 200.44+29.83 X1-52.5X2+5.83X12-4.166X22-8.0X1X2 (5)
(R=0.9839)
The t50 value for the nine batches showed a wide variation i.e. the response ranges from a minimum of 120 to a maximum of 300 min. The data clearly indicates that the t50 value is strongly dependent on the factors.
The significant level of coefficients of b12, b22 and b1b2 were found to be 0.508153, 0.629694 and 0.242176 respectively and hence they were removed from regression Eq. (5) to generate the reduced model. The coefficients b1 and b2 showed significant values of less than 0.05 and hence they were retained in the reduced model. [Eq. (6)]
t50 = 200.44+29.83 X1-52.5X2 (6)
It was concluded that the high level of X1 (TPP concentration) and low level of X2 (span 80 concentration) appears to favor the preparation of controlled release beads of MTX. The Eq. (6) is presented in the form of a response surface plot in Fig. 2 to visualize the impact of changing independent variables on t50.
It was found that as the concentration of TPP increases the drug release in terms of t50 value was decreased. This was due to the fact that as the concentration of TPP increases the cross linking between TPP and chitosan was also increased which reduces the degree of swelling with subsequent decreased in rate of drug release. The same tendency was seen in this study. The MTX release in terms of t50 was decreased with increasing concentration of TPP in 0.1N HCl.
It was also found that as concentration of Span 80 increases the drug release in terms of t50 value was decreased. This may be attributed to the presence of more free drug on the surface of beads with increasing concentration of span 80 and also the presence of Span 80 prevented the aggregation of beads, provided greater the surface area for dissolution resulted in faster release of the drug.
The beads of batch CH1 were found comparatively smooth, spherical in shape and free flowing. The size analysis study revealed that the beads mean particle sizes ranging from 500 to1000 (see Table 1). Most of the particles were smaller than 600 µm, and only a few particles were larger than 700 µm, with none larger than 1000 µm.24
As reported the swelling of chitosan beads was dependent on the dissolution medium. More specifically it was reported that when chitosan beads wetted by the acidic dissolution medium they swelled extensively, and formed a hydrogel matrix before they dissolved completely. They did not swell or dissolve in simulated intestinal fluid. Thus in present investigation the dissolution study was performed in 0.1N HCl dissolution medium. The dissolution data of beads of batch CH1, a potential candidate for 12 h in vitro release (Fig. 3).
Similarity factor:
The principal purposes of dissolution testing are 3-fold: (1) for quality control, to ensure the uniformity of product from batch to batch; (2) to help to predict bioavailability for formulation development; and (3) as a measure of change when formulation changes are made to existing formulation. The so called f2 method can be used to compare 2 dissolution profiles. Similarity factors analysis between prepared formulation (CH1) and predicted dissolution profile showed an f2 factor (f2 = 90.90072) greater than 50. Thus, the f2 factor confirms that the release of drug from prepared formulation was similar to that of desired drug release profile.
CONCLUSION:
MTx containing chitosan beads can be prepared successfully by an ionotropic gelation technique using 32 full factorial design. The DC value and t50 value showed the response ranges from a 30.61 to 58.56 % and 120 to 300 min, respectively. The beads of best batch (CH1) were found comparatively smooth, spherical in shape and free flowing. The size analysis study revealed that the beads mean particle sizes ranging from 500 to1000. The results of similarity factor, f2, confirmed that the release of drug from prepared formulation was similar to that of desired drug release profile. The results of multiple linear regression analysis concluded that for obtaining controlled drug release with high drug content, the beads should be prepared using relatively lower levels of Tripolyphosphate and Span 80.
REFERENCES:
1. Mi FL, Shyu SS, Lee ST, Wong TB. Kinetic study of chitosan tripolyphosphate complex reaction and acid resistive properties of chitosan triployphospahte gel beads prepared by in-liquid curing method. Journal of Polymer Science: Part B: Polymer Physics. 1999;37: 1551-1564.
2. Ravi Kumar MNV. A review of chitin and chitosan applications. Reactive and Functional Polymers. 2001;6: 1-27.
3. Bayomi MA, Al-Suwayeh SA, El-Helw AM, Mesnad AF. Preparation of casein chitosan microspheres containing diltiazem HCl by an aqueous coacervation technique. Pharmaceutics Acta Helvetiae. 1998;73: 187-192.
4. Genta I, Costatini M, Asta A, Conti B, Montanari L. Influence of glutaraldehyde on drug release and mucoadhesive properties of chitosan microspheres. Carbohydrate Polymers. 1998;36: 81-88.
5. Mi FL, Shyu SS, Lee ST, Lu KT, Jang SF. Chitosan polyelectrolyte complexation for the preparation of gel beads and controlled release of anticancer drug. I. enzymatic hydrolysis of polymer. Journal of Applied Polymer Science. 1999;74: 1868-1879.
6. Bodmeier R, Kyoung-Hee O, Yashoda P. Preparation and evaluation of drug containing chitosan beads. Drug Dev Ind Pharm. 1989;15(9):1475-1494.
7. Shiraishi S, Imai T, Otagiri M. Controlled release of indomethacin by chitosan-polyelectrolyte complex: optimization and in vivo/in vitro evaluation. J Control Release. 1993;25: 217-225.
8. Calvo P, Remunan-Lopez C, Vila-Jato JL, Alonso MJ. Novel hydrophilic chitosan polyethylene oxide nano particles as protein carriers. Journal of Applied Polymer Science. 1997;63: 125-132.
9. Aral C, Akbuga J. Alternative approach to the preparation of chitosan beads. International Journal of Pharmaceutics. 1998;168(1): 9-15.
10. Mi FL, Shyu SS, Chen CT, Schoung JY. Porous chitosan microspheres for controlling the antigen release of Newcastle disease vaccine: preparation of antigen adsorbed microsphere e and in vitro release. Biomaterials. 1999;20: 1603-1612.
11. Shu XZ, Zhu KJ. A novel approach to prepare tripolyphosphate/chitosan complex beads for controlled release drug delivery. Int J Pharm. 2000;201:51-58.
12. Patlak, M. Targeting Leukemia: From Bench to Bedside. The Journal of the Federation of American Societies for Experimental Biology. 2002;16:273E-273e article
13. Johnston A, Gudjonsson JE, Sigmundsdottir H, Ludviksson BR, Valdimarsson H. The anti-inflammatory action of methotrexate is not mediated by lymphocyte apoptosis, but by the suppression of activation and adhesion molecules. Clin Immunol. 2005;114: 154–163. doi:.
14. Klareskog L, van der Heijde D, de Jager JP, Gough A, Kalden J, Malaise M, Martin Mola E, Pavelka K, Sany J, Settas L, Wajdula J, Pedersen R, Fatenejad S, Sanda M. Therapeutic effect of the combination of etanercept and methotrexate compared with each treatment alone in patients with rheumatoid arthritis: double-blind randomised controlled trial. Lancet. 2004;363 (9410): 675–81. doi:.
15. http://www.drugs.com/sfx/methotrexate-side-effects.html
16. Dhanaraj SA, Gowthamarajan K, Shanthi K, Suresh B. Albumin microspheres containing Methotrexate: A lung specific delivery system. Indian J. Pharm. Sci. 2001;63(3):196-199.
17. Bodmeier R, Paeratakul O. Spherical agglomerates of water-insoluble drugs. J Pharm Sci. 1989;78: 964-967.
18. Dhawan S, Singla AK, Sinha VR. Evaluation of Mucoadhesive Properties of Chitosan Microspheres Prepared by Different Methods. AAPS Pharm Sci Tech. 2004;5(4): article 67.
19. Vanichtanunkul D, Vayumhasuwan P, Nimmannit U. The effect of core-to-wall ratio and span-80 concentration on the properties of Ascorbic acid microcapsules. J Microencapsul. 1998;15(6):753-759.
20. Sahoo SK, Mallick AA, Barik BB, Senapati PC. Preparation and in vitro evaluation of ethyl cellulose microspheres containing stavudine by the double emulsion method. Pharmazie 2007; 62: 117-121
21. Sahoo SK, Mallick AA, Barik BB, Senapati PC. Formulation and in vitro Evaluation of Eudragit® Microspheres of Stavudine. Tropical Journal of Pharmaceutical Research 2005; 4: 369-375
22. Gohel MC, Amin AF. Formulation optimization of controlled release diclofenac sodium micropshers using factorial design, Journal of Controlled Release, 1998;51: 115-122.
23. Boltan S, Bon C. Pharmaceutical statistics: practical and clinical application. New York, NY: Marcel Decker; 2004.
24. Alexandre L, et al., Trisacryl Gelatin Microspheres for Therapeutic Embolization, I: Development and In Vitro Evaluation. AJNRAmJNeuroradio 1996;l17: 533–540.
Received on 16.08.2009 Modified on 23.08.2009
Accepted on 12.09.2009 © RJPT All right reserved
Research J. Pharm. and Tech.2 (3): July-Sept. 2009,;Page 592-596