Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Preparation of Filaments by HME
2.3. Production Tablets by FFF
2.4. Mechanical Testing
2.4.1. Dynamic Mechanical Analysis
2.4.2. Filament Stiffness
2.4.3. Filament Brittleness
2.5. Melt Flow Indexing
2.6. Differential Scanning Calorimetry
2.7. Mass Loss Studies
2.8. Direct Compression
2.9. Drug Release Studies
2.10. Scanning Electron Microscopy
2.11. Statistical Analysis
3. Results
3.1. Mechanical Characterization
3.1.1. Filament Stiffness
3.1.2. Filament Brittleness
3.1.3. Dynamic Mechanical Analysis
3.2. Thermal Characterization
3.3. Dissolution Studies
3.3.1. Mass Loss
3.3.2. Cumulative Drug Release
4. Discussion
4.1. Material Formulation Rationale
4.2. Filament Production
4.3. Filament Characterization
4.4. 3D Printing of Flat-Faced Tablets
4.5. Tablet Properties
4.6. Material Considerations
5. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Name | Composition by Weight (%) | |||
---|---|---|---|---|
PVP-VA | P188 | PCL | PEO | |
PVP-VA | 100 | - | - | - |
PCL | - | - | 100 | - |
F1 | 90 | 10 | - | - |
F2 | 90 | - | 10 | - |
F3 | 90 | - | - | 10 |
F4 | 80 | - | 20 | - |
F5 | 80 | - | - | 20 |
F6 | 70 | - | 30 | - |
F7 | 60 | - | 40 | - |
F8 | 50 | - | 50 | - |
F9 | 60 | - | 30 | 10 |
F10 | 60 | 10 | 30 | - |
F11 | 30 | - | 60 | 10 |
Name | Composition by Weight (%) | |||
---|---|---|---|---|
PVP-VA | PCL | PEO | Caffeine | |
DC 30% PVP-VA | 30 | 55 | 10 | 5 |
DC 60% PVP-VA | 60 | 25 | 10 | 5 |
3DP 30% PVP-VA | 30 | 55 | 10 | 5 |
3DP 40% PVP-VA | 40 | −45 | 10 | 5 |
3DP 60% PVP-VA | 60 | 25 | 10 | 5 |
Temperature (°C) | |||||||
---|---|---|---|---|---|---|---|
Zone 1 | Zone 2 | Zone 3 | Zone 4 | Zone 5 | Zone 6 | Flange | Die |
80 | 90 | 100 | 110 | 120 | 130 | 140 | 140 |
Formulation | B (%Pa) (104) | εb (%) | E′ (Pa) |
---|---|---|---|
PVP-VA | 6.22 | 0.85 ± 0.19 | 1897.89 ± 2.27 |
PCL | 0.35 | 59.07 ± 1.38 | 481.99 ± 0.04 |
F1 | 8.33 | 0.68 ± 0.08 | 1768.03 ± 61.47 |
F2 | 5.75 | 0.93 ± 0.12 | 1877.50 ± 19.19 |
F3 | 2.10 | 2.34 ± 0.85 | 2033.35 ± 24.26 |
F4 | 3.24 | 2.41 ± 0.67 | 1277.84 ± 2.76 |
F5 | 1.89 | 2.29 ± 0.82 | 2314.50 ± 6.26 |
F6 | 1.21 | 3.73 ± 2.28 | 2223.50 ± 59.54 |
F7 | 0.10 | 78.58 ± 5.65 | 1295.80 ± 305.20 |
F8 | 0.62 | 13.82 ± 5.34 | 1175.02 ± 34.18 |
F9 | 0.15 | 54.46 ± 30.79 | 1223.47 ± 1.55 |
F10 | 0.15 | 73.06 ± 4.15 | 935.16 ± 1.08 |
F11 | 0.14 | 72.23 ± 6.67 | 995.94 ± 1.87 |
Name | Extruder Torque | Melt Flow Rate at 140 °C | Melt Flow Rate at 150 °C |
---|---|---|---|
(%) | (g/10 min) | (g/10 min) | |
PVP-VA | 40 | 0.00 ± 0.00 | 5.14 ± 0.12 |
PCL | 10 | 11.10 ± 0.04 | 17.23 ± 0.77 |
F1 | 15 | 4.51 ± 0.04 | 9.51 ± 0.17 |
F2 | 20 | 3.01 ± 0.03 | 4.65 ± 0.70 |
F3 | 15 | 2.33 ± 0.03 | 3.12 ± 0.30 |
F4 | 20 | 2.89 ± 0.15 | 12.42 ± 0.41 |
F5 | 15 | 0.55 ± 0.01 | 1.8 ± 0.01 |
F6 | 15 | 4.74 ± 0.06 | 5.88 ± 0.15 |
F7 | 10 | 6.88 ± 0.07 | 8.37 ± 0.04 |
F8 | 10 | 7.06 ± 0.07 | 7.24 ± 0.05 |
F9 | 10 | 3.56 ± 0.05 | 6.93 ± 0.07 |
F10 | 10 | 9.30 ± 0.11 | 22.87 ± 0.69 |
F11 | 10 | 7.52 ± 0.06 | 10.53 ± 0.02 |
Zone | Material Property | Comments |
---|---|---|
Feed | Filament stiffness | A very stiff filament will not permit winding onto spools. Therefore, the filament remains in the vertical axis and length will be limited by room height or other obstructions. Above a certain stiffness, feed length will be determined by height, which can self-support weight. For pre-screening, material stiffness can be measured in a number of different modes, tensile, flexural, or torsion. We utilized a DMA in the single cantilever, but a universal tester (tensile, flexural, and torsion) or a texture analyser can also be used [13,73]. Zhang et al. [13] allocated the breaking stress as a quantification of filament stiffness as tested by using a texture analyzer. |
Filament brittleness | Brittle filaments can snap in the driving gears and prevent feeding. Brittleness (B) can be calculated from strain-at-break (εb) and storage modulus (E′) using the Brostow-Hagg Lobland-Narkis Equation (see Equation (2)) for brittleness [37]. Primarily elongation-at break (%) is the value calculated for εb and the values are obtained from tensile testing if the correct test specimens are available [74]. Our modified approach was to test filament lengths to obtain strain-at-break from 3-point bending directly. Others have performed similar tests but solely defined the strain-at-break data as a brittleness measurement [13,73]. We calculate that B should be less than 0.0002 %Pa for materials to make suitable filaments. | |
Column strength | Since most filaments act as a piston on the melt-front in the liquefier, the ability of the filament to withstand compressive force without buckling is an important variable [68,75]. Venkataraman et al. [68] determined a critical ratio for ceramic-based filaments above which a filament will withstand buckling. The ratio states that, if the elastic modulus of the filament is greater than the apparent viscosity by 3–5 × 105 s−1 then the filament will maintain sufficient column strength during printing. Most thermoplastic materials will maintain the critical ratio [75], but it is a useful pre-screening tool for untypical materials or highly-filled materials. | |
Filament softness | Soft materials can be squeezed between driving gears, which would limite or prevent feeding. Material hardness can be measured a number of ways, but the Shore durometer method is the most common approach [76]. | |
Dimensional consistency | Filament consistency will determine the feed rate to the heating end. Consistency is more than just a measure of filament diameter and can include ovality, pockmarks, gaps, and general deformities. Visual inspection is sufficient for eliminating the majority of the irregular filament. | |
Filament diameter | Diameter ultimately determines feed rate to the heating end. Inconsistent filament diameter will result in inconsistent deposition and poor prints. Extrusion flow surging is a problem that occurs due to fluctuations in the feed or transition zone in the extrusion process [45]. A melt pump will eradicate the problem and produce a uniform filament but at added capital cost. Consistent material feeding and a correct temperature profile that permits stable melt formation can eliminate most surging. Die design can reduce the phenomenon and a longer land length by promoting a consistent melt output. Filament diameter is best measured at the point of filament production using laser micrometers or ultrasonic gauges. | |
Hot | Melt viscosity | As material softens and begins to melt, feeding from the melt to the nozzle is dependent on the back pressure formed due to the action of the driving gears forcing the filament downwards. High viscosity and the back pressure will be insufficient to force the melt through the nozzle die. Too high a force can lead to buckling of the filament [68]. Low viscosity and too much material will be pushed through the nozzle by preventing proper deposition. Melt viscosity is determined by a rheometer. A capillary rheometer at low shear is best suited since it most closely resembles the FFF extruder setup. |
Softening | Filament entering past the driving gear acts as a piston on the molten polymer below and, therefore, must maintain sufficient stiffness before melting to create the required back pressure. If the filament softens too soon, piston action efficiency will decrease and hinder melt deposition. A DMA storage modulus curve is a good representation of the stiffness of the material over an elevated temperature range. | |
Deposition | Melt flow rate | Melt flow rate is related to viscosity and is temperature dependent. High flow rate materials will more easily be pushed through the liquefier and nozzle. Too high and melt deposition will be uncontrollable. Low flow rate materials will be harder to push through the liquefier and nozzle. Too low of a flow rate and melt deposition becomes unachievable. The melt flow rate is determined by a melt flow indexer. Wang et al. [77] have recently determined that commercial filament grades should be greater than 10 g/10 min to achieve acceptable print quality. |
Melt feed consistency | The homogeneous flow of material is a critical necessity for a successful 3DP part. Surge feeding or starvation of material result in imperfection in the part’s building process. Most common signs of feed inconsistency are missing layers, layers misalignment, weak infill, low dimensional accuracy, and layer splitting. Feedstock material with consistent dimensions is crucial. | |
Coalescence | Poor layer coalescence leads to inconsistencies in the structure of the printed parts, which creates critical points of failure, poor performance, and geometrical discrepancies. Coalescence increases with decreases in melt viscosity since there is greater polymer chain mobility and intermingling between layers [78]. Therefore, poor interlayer adhesion may be improved through higher printing temperatures. If deposited layers fail to adhere, print quality suffers considerably. Finished parts with the strong layer-to-layer union will possess higher mechanical toughness [79]. | |
Shrinkage and Warpage | Parts with subpar adhesion to the printing bed could exhibit warping due to deposited layers cooling down and contracting because of internal stresses, which results in partial deformation. If material fails to stick properly to the printing bed, a higher printing bed temperature might be necessary. The use of Kapton tape or Scotch™ blue painters tape improves the adhesion of materials to the printing bed and protects the bed from scratches. Environmental conditions, such as room temperature, should be taken into consideration when dealing with poor adhesion or warping since thermal gradients are the primary cause of internal stress [70]. Correction factors can be applied at the design stage to accommodate for known print shrinkage of specific materials. These factors are prevalent for common materials and are a common feature of 3D printing software. Kaveh 2015 et al. [80] describe a means for determining correction factors for material through the printing of a series of cubes, cylinders, and stairs. | |
Moisture content | Trapped water will evaporate by exiting the nozzle and creating bubbles inside the extruded material, which disrupts the steady deposition of layers [81]. When using hygroscopic materials for long printing processes, it is important to consider the storage conditions of the feedstock material used for manufacturing. Production could fail due to absorption of moisture by the material. Adequate drying procedures should be adopted for an improperly stored filament. | |
Die swell | Die swell is a well-established issue in polymer extrusion. The phenomena relates to the exiting diameter of the extrudate being greater than the diameter of the die and is related to the viscoelastic nature of the polymer. Die swell increases with increasing polymer molecular weight. It will affect the quality of the final print since it reduces the dimensional accuracy of the deposited layer. Die swell from the liquefier nozzle may be reduced through changes to the material formulation or changes in the nozzle design. However, the short land length of FFF printer nozzles may preclude the latter option. The primary means of dealing with die swell is to accommodate the design by specifying the deposited layer thickness to be 1.2–1.5 times the nozzle die diameter [82]. Material die swell can be measured using a capillary die rheometer [83]. |
© 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
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Fuenmayor, E.; Forde, M.; Healy, A.V.; Devine, D.M.; Lyons, J.G.; McConville, C.; Major, I. Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms. Pharmaceutics 2018, 10, 44. https://doi.org/10.3390/pharmaceutics10020044
Fuenmayor E, Forde M, Healy AV, Devine DM, Lyons JG, McConville C, Major I. Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms. Pharmaceutics. 2018; 10(2):44. https://doi.org/10.3390/pharmaceutics10020044
Chicago/Turabian StyleFuenmayor, Evert, Martin Forde, Andrew V. Healy, Declan M. Devine, John G. Lyons, Christopher McConville, and Ian Major. 2018. "Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms" Pharmaceutics 10, no. 2: 44. https://doi.org/10.3390/pharmaceutics10020044
APA StyleFuenmayor, E., Forde, M., Healy, A. V., Devine, D. M., Lyons, J. G., McConville, C., & Major, I. (2018). Material Considerations for Fused-Filament Fabrication of Solid Dosage Forms. Pharmaceutics, 10(2), 44. https://doi.org/10.3390/pharmaceutics10020044