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SPECTROSCOPIC IMAGING OF COMPACTED PHARMACEUTICAL TABLETS
K. L. Andrew Chan, Noha Elkhider, Sergei G. Kazarian,
Department of Chemical Engineering
MotivationGreat interest is often focused on the distribution of differentcomponents in the tablet as this would affect the integrity of the tablet and ultimately the bioavailability and effectiveness of the
pharmaceutical product. This poster presented the application of attenuated total
reflection infrared spectroscopic imaging method to study tablet compaction in situ, including:
• Revealing the distribution of different components[2] in a tablet
• Quantitative analysis of the imaging data with univariate(single band integration) and multivariate approaches (classical least square).
• Studying the effect of additives and humidity to the compaction properties such as the density distribution at the
surface of the tablet
Diamond ATR Crystal
Tablet
Punch
Gate
Screw hole
Torque
Infrared beam
•Focal plane array detector in combination with a diamond ATR accessory[3] for FTIR images acquisition.•Tablets are compacted directly on the diamond and measurements are followed without removing the tablets.•Custom made compaction cell for in situ compaction and FTIR imaging measurement•Compaction pressure used = 120 MPa
Approach
Classical Least Square (CLS) data treatment
A spectral data cube D containing 1000 data points for each spectrum, 4096 spectra and 3 components in the system, the size of the matrix D, T and C will be 4096 x 1000, 3 x 1000 and 4096 x 3 respectively. T represents the pure components matrix and C represents the “concentration” matrix.
D
4096
10
00 = C
4096
3T
3
x
Compaction study of avicel with different concentration of paracetamol
Wavenumber/cm-1
RGB image shown the result from the CLS
analysis of the tablet made of three components
with similar spectral features
Comparison of reconstructed spectra (grey line) with original spectra (dark line)
Avicel rich
HPMC rich
Lactose rich
Band integration
Av
icel
Caff
ein
e
Band integration Band integrationCLS CLS CLS
90% Avicel 10% Caffeine 50% Avicel 50% Caffeine 10% Avicel 90% Caffeine
100
µm
100% HPMC
95% HPMC 5%
Magnesium stearate
60% RH 80% RH
Diamond
Tablet
CLS/Band integration
FPA
Effect of humidity to HPMC compaction
Effect of additive to HPMC compaction
• Distribution of different components in a compacted tablet has been studied in situ without the need of staining or chemical
marking of components. • With the aid of the new compaction cell, the compaction force can be controlled and measured which lead to the possibility of
studying the effect of compaction force on distribution of different components in a tablet. • Close agreement between the results obtained from both multi- and univariate analysis demonstrated the reliability of the multivariate approach.
• The power of multivariate approach was demonstrated to distinguish different components when the absorption bands overlap. This approach is extremely useful for the analysis of formulations containing many ingredients.
• The addition of 5 wt% MgS increases the density of the tablet by lubricating the HPMC particles causing an increase in absorbance which was detected via FTIR imaging. This quantitative information is important for design of tablets with high resistance to shock and abrasion and for optimisation of tablet production in pharmaceutical powder compaction technology.
Conclusions
Wavenumber
Wavenumber
Comparison of reconstructed spectra
(grey line) with original spectra (dark line)
Absorb
anc
eA
bsorb
anc
e
Reference:[1] K. L. A. Chan, N. Elkhider, S. G. Kazarian, Chemical Engineering Research and Design,83 (2005), 1303-1310 .
[2] K. L. A. Chan, S. V. Hammond, S. G. Kazarian, Analytical Chemistry 75, (2003), 2140-2146 [3] K. L. A. Chan, S. G. Kazarian, Applied Spectroscopy 57, (2003), 381-389
Acknowledgements: Dr. Jaap van der Weerd, Richard, EPSRC, Bruker Optics, Specac