Regarding time factor, single layer tablet production increases its capacity with at least 60-70% as compared to bilayer one. The advantage of binary mixtures is that both intimately mixed granular portions interact with each other at a particle/particle level, while in bilayer structure two granule portions only interact at their interface. That is why weak mechanical strength of bilayer tablets is of a great concern, especially when a modified tablet press is used instead of highly sophisticated one. This can lead to enormous financial losses especially when costly drugs are involved (
31). Intimate mixing of granules in binary mixtures can be measured by checking fluctuations in tablets’ weight and hardness. Furthermore, uniform distribution of lubricant, which will affect efficient movement of granules into dies, can be considered as an intimate mixing index. The average drug loading capacity reported for conventional dry or wet granulated tablets is usually 50% or less. By contrast, it is reported 85% theoretically and up to 66% actually for melt granulation technique (
5,
32). Rise in cetyl alcohol amount (20 to 60 mg) led to highly compactible, stiffer tablets with lower friability. Furthermore, increased HPMC K100M loading (30 to 70 mg) as well as starch 1500
® (2 to 42 mg) contributed to this phenomenon. With reference to F1 and F2 formulation contents and physical properties, it is evident that reduction in Avicel PH102
® (100 to 60 mg) seems to have no significant effect on hardness of prepared tablets (
Table 5,
Table 7). In addition, preliminary studies revealed no significant effect on drug release, too (data not shown). Ideal powder flow properties and content uniformity of the optimized formulation were verified by an acceptable tablet weight variation and assay (
Table 6). Melt granulation was previously employed to produce tablets with higher hardness and lower friability than that of wet granulation (
5). Likewise, melt granulation technology was applied to improve tableting properties of poorly compactible metformin HCl at high dose (
33). Extra granular HPMC addition to acetaminophen matrices was reported to increase its hardness (
34). Slight compression force increment for the optimized formulation provided stiffer tablets with lower friability and thickness (
Table 6). Although tablets became stiffer, no significant difference in release profile was observed when compared with the predicted one (
Table 11). The finding complies with what several authors have stated in which the compression force is a statistically significant factor regarding tablet hardness, but its effect on drug release from HPMC tablets was found to be minimal (
35,
36). By contrast, Crowley
et al. (2004) reported that guaifenesin release rate decreased with increasing compaction force in ethyl cellulose matrix tablets prepared by direct compression owing to greater densification of the powder bed (
37). Mathematical relationships revealed that X
3 (HPMC K100M) was an overriding factor in all response variables. X
3 had the main effect, which means greater change in responses caused by varying X
3 levels (Equations 6-12). The larger SME values of X
3 strengthened this importance (
Table 9). Two interactions were found between X
2 (starch 1500
®) and X
3 in Y
1h and Y
2h. The interactions precluded drug release in hours 1 and 2. X
1 (cetyl alcohol) had its own retarding effect on responses Y
4h, Y
6h and Y
8h with no interaction. X
3 alone, governed drug release in hours 10 and 12. Combination of fatty acids, alcohols like cetyl alcohol or waxes at low concentrations (≤ 7.5% w/w) with HPMC reported possibility in attaining the extended release of metformin, a highly water soluble active (
38). In one study, incorporation of starch 1500
® in HPMC matrix tablets caused slower drug release via forming an integral structure within HPMC gel layer (
39). By contrast, the super disintegrant prejel
® (starch 1500
®) significantly affected initial water uptake by HPMC tablets of acetaminophen (
40).
Figures 1a and
2a represent somewhat linear increasing trends toward release retardation with augmentation of HPMC K100M and starch 1500
® amounts. On the other hand,
Figures 3a,
4a and
5a depict somewhat linear increasing trends toward higher drug release with lowering the amount of HPMC K100M or increasing cetyl alcohol quantities (40 to 60 mg). Response surface plots represent these findings in a 3D graphical representation. The slope of shifts in guaifenesin release “%” due to quantity variations in HPMC K100M and starch 1500
® seems to be higher for Y
2h in comparison with Y
1h (
Figures 1b and
2b). Relatively larger regression coefficient of X
23 for Y
2h in relation to Y
1h strengthens this finding (Equations 6 and 7). As the color gets darker (blue), guaifenesin release “%” decreases. Comparing 3D surface plots of Y
4h, Y
6h and Y
8h, it is evident that darker regions are becoming limited when this period (4-8 h) is passing. Reduced regression coefficient of X
3 (overriding factor) in Equations 8-10, supports this evidence (
Figures 3b to
5b). Composite desirability (D) graph shows limited number of combinations among cetyl alcohol and starch 1500
® levels (green regions in design space) to reach target values for all the responses. In contrast, there is a large zone in which D is zero (dark blue regions) (
Figure 6). The optimum formulation obtained out of a feasible factor space region, represented a similar release profile as Mucinex
® (
Figure 7). Release profile of the optimum formulation was not affected by the changes in pH of the medium.
Figure 8 depicts faster release of guaifenesin in acid medium (HCl 0.1N), which was not significant and reported for guaifenesin tablets containing Carbopol
® 971P NF polymer, too (
41). HPMC polymers are non-ionic; thereby minimize interaction problems when used in acidic, basic or other electrolytic systems (
42). Cetyl alcohol is chemically inert and insoluble in water. Hence, these attributes impart pH change insensitivity and safe application in human to cetyl alcohol as well as HPMC polymers (
4,
6). However, according to FDA, an approved maximum potency levels of HPMC K100M and cetyl alcohol in oral extended release formulations are 480 mg and 59 mg, respectively (
43). The optimized formulation and Mucinex
® release profiles were not significantly affected by dissolution apparatus type and medium volume change, represented condition independent dissolution (
Figures 9 and
10). SR layer of Mucinex
® did not show any similarity in release profile to the optimum formulation. Interestingly, the burst effect appeared in optimum formulation with no predetermined IR layer (
Figure 11). When HPMC (especially high-viscosity grade) matrices of highly water-soluble drugs
e.g. guaifenesin undergo hydration to form a protective gel layer (lag time), an initial burst release may occur. This phenomenon may be ascribed to the rapid dissolution of the drug from the surface and near the surface of the matrix (
39,
44). As seen in formulations with HPMC K100M at 70 mg, swelling was not sufficient to cause complete gelation; therefore, interior of the tablets formed a dry core. Hence, an incomplete drug release was observed within 12 h. In contrast, formulations with HPMC K100M at 30 mg with respect to cetyl alcohol and starch 1500
® quantities, released the entire drug within 4-6 h (
Table 8). This was ascribed to thinner gel layer formed. Crowley
et al. (2004) reported ethyl cellulose matrix tablets of guaifenesin with sustained release of 6-8 h (
37). Mean guaifenesin release “%” obtained for IR layer of Mucinex
® confirmed its complete dissolution within 1 h (
45). The average sum of individual layers’ release “%” were equivalent to bilayer tablet in predetermined time points (
Table 16). Regarding R
2 values of different release kinetic Equations, closer to one shows more linearity. This implied Higuchi model for both optimum and Mucinex
® formulations (
Table 12). However, R
2 values of Higuchi model showed more linearity in condition b (optimum formulation: 0.9821
vs. 0.9641- Mucinex
®: 0.9900
vs. 0.9805). In addition, an n-value of about 0.5 showed diffusion control mechanism. The K values of 1.56 for both the optimum and Mucinex® formulations showed an identical burst drug releases. As reported for diffusional exponent of matrix tablets, an n-value of about 0.5 indicates diffusion control (Fickian diffusion), an n-value of about one denotes erosion or relaxation control (Zero order or type II transport). Intermediate values suggest that diffusion and erosion contribute to the overall release mechanism (non-Fickian or anomalous phenomena, first order kinetic) (
46). All formulations, except those with HPMC K100M at 30 mg, showed diffusion (Fickian) release mechanism. However, HPMC K100M rise in 70 mg accompanied cetyl alcohol rise in 60 mg led to first order kinetic (n = 0.6962). Incorporating lipid-based excipients like cetyl alcohol in HPMC matrices shown to reduce water uptake rate, drug dissolution and diffusion front of the matrix (
4,
47). In general, for highly water-soluble drugs like guaifenesin, it is possible to achieve release kinetics controlled by diffusion using high viscosity HPMC (
39). According to percolation theory, the existence of the critical points where the kinetic properties undergo important changes can be attributed to the modification of the matrix structure close to percolation thresholds (
48). Evaluating release profile results as well as release mechanisms indicated the existence of critical points situated between 30 to 50 mg of HPMC K100M, 20 to 40 mg of cetyl alcohol and 42 to 22 mg of starch 1500
® related to their percolation thresholds. Above the thresholds, an infinite cluster of components formed which is able to control the hydration and release rate. Below the thresholds, the release controlling agents do not percolate the system and the drug release is not controlled (
48). With this in mind, to ensure batch to batch consistency, it would be advisable to use around 50 or 50 to 70 mg HPMC K100M, around 40 mg cetyl alcohol and approximately 22 mg of starch 1500
®. These quantities were close to the optimum independent variable values determined by design expert
®. The superimposed FT-IR spectra of guaifenesin and granules of the optimized formulation were fitted well. Although the intensity of granules band reduced, the characteristic peaks of guaifenesin shown indicates absence of any interaction between drug and carrier upon mixing them together (
Figure 12). In an industrial scale, high shear granulator, fluidized bed melt granulator, tumbling melt granulator and recently twin-screw extruder, which is favorable for developing high-dose modified release tablets, are used for melt granulation. High shear granulator is a batch process, whereas melt extruder is a continuous process (
5). In an industrial scale melt granulation has a few controlling parameters in comparison to wet granulation (
49). These parameters in this study might be a good suggestion for future research.