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Fast and non-destructive pore structure analysis using terahertz time-domain spectroscopy
Open accessAbstract
Pharmaceutical tablets are typically manufactured by the uni-axial compaction of powder that is confined radially by a rigid die. The directional nature of the compaction process yields not only anisotropic mechanical properties (e.g. tensile strength) but also directional properties of the pore structure in the porous compact. This study derives a new quantitative parameter, S a, to describe the anisotropy in pore structure of pharmaceutical tablets based on terahertz time-domain spectroscopy measurements. The S a parameter analysis was applied to three different data sets including tablets with only one excipient (functionalised calcium carbonate), samples with one excipient (microcrystalline cellulose) and one drug (indomethacin), and a complex formulation (granulated product comprising several excipients and one drug). The overall porosity, tablet thickness, initial particle size distribution as well as the granule density were all found to affect the significant structural anisotropies that were observed in all investigated tablets. The S a parameter provides new insights into the microstructure of a tablet and its potential was particularly demonstrated for the analysis of formulations comprising several components. The results clearly indicate that material attributes, such as particle size and granule density, cause a change of the pore structure, which, therefore, directly impacts the liquid imbibition that is part of the disintegration process. We show, for the first time, how the granule density impacts the pore structure, which will also affect the performance of the tablet. It is thus of great importance to gain a better understanding of the relationship of the physical properties of material attributes (e.g. intragranular porosity, particle shape), the compaction process and the microstructure of the finished product.
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THz-TDS has been demonstrated to measure porosity of rocks and pharmaceutical tablets and to analyze anisotropy of pore structures.
“This method has been demonstrated to measure the porosity of rocks [20] and pharmaceutical tablets [21,22,23] as well as to analyze the anisotropy of pore structures [18,24].”
From Measuring Open Porosity of Porous Materials Using THz-TDS and an Index-Matching Medium (2020) · cites this paper as [18]
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Cites
A review of disintegration mechanisms and measurement techniques
Markl, D., & Zeitler, J. A. (2017) · Pharmaceutical Research · doi:10.1007/s11095-017-2129-z · Cited by 439
Self-citationDie wissenschaftlichen Grundlagen der Trocknungstechnik
Krischer, O. (1956) · Springer eBooks · doi:10.1007/978-3-662-26010-4 · Cited by 352
Jepsen, P. U., Møller, U., & Merbold, H. (2007) · Optics Express · doi:10.1364/oe.15.014717 · Cited by 245
Nyström, C., Alderborn, G., Duberg, M., & Karehill, P.-G. (1993) · Drug Development and Industrial Pharmacy · doi:10.3109/03639049309047189 · Cited by 237
Permeability Description by Characteristic Length, Tortuosity, Constriction and Porosity
Berg, C. F. (2014) · Transport in Porous Media · doi:10.1007/s11242-014-0307-6 · Cited by 234
Yassin, S., Goodwin, D., Anderson, A., Šibík, J., Wilson, D. I., Gladden, L. F., & Zeitler, J. A. (2015) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.24544 · Cited by 149
Self-citationSun, C. C., & Grant, D. J. W. (2001) · International Journal of Pharmaceutics · doi:10.1016/s0378-5173(00)00701-8 · Cited by 122
Parrott, E. P. J., Zeitler, J. A., Friščić, T., Pepper, M., Jones, W., Day, G. M., & Gladden, L. F. (2009) · Crystal Growth & Design · doi:10.1021/cg8008893 · Cited by 111
Self-citationInfluence of inertia on liquid absorption into paper coating structures
Schoelkopf, J., & Matthews, G. P. (2000) · Nordic Pulp & Paper Research Journal · doi:10.3183/npprj-2000-15-05-p422-430 · Cited by 89
Li, R., Zeitler, J. A., Tomerini, D., Parrott, E. P. J., Gladden, L. F., & Day, G. M. (2010) · Physical Chemistry Chemical Physics · doi:10.1039/b926536h · Cited by 79
Self-citationMarkl, D., Wang, P., Ridgway, C., Karttunen, A.-P., Chakraborty, M., Bawuah, P., Pääkkönen, P., Gane, P., Ketolainen, J., Peiponen, K.-E., et al. (2017) · Journal of Pharmaceutical Sciences · doi:10.1016/j.xphs.2017.02.028 · Cited by 77
Self-citationMarkl, D., Sauerwein, J., Goodwin, D. J., van den Ban, S., & Zeitler, J. A. (2017) · Pharmaceutical Research · doi:10.1007/s11095-017-2108-4 · Cited by 73
Wikberg, M., & Alderborn, G. (1990) · International Journal of Pharmaceutics · doi:10.1016/0378-5173(90)90236-w · Cited by 68
Diffusion and Swelling Measurements in Pharmaceutical Powder Compacts Using Terahertz Pulsed Imaging
Yassin, S., Su, K., Lin, H., Gladden, L. F., & Zeitler, J. A. (2015) · Journal of Pharmaceutical Sciences · doi:10.1002/jps.24376 · Cited by 68
Self-citationThe Impact of Granule Density on Tabletting and Pharmaceutical Product Performance
van den Ban, S., & Goodwin, D. (2017) · Pharmaceutical Research · doi:10.1007/s11095-017-2115-5 · Cited by 63
Self-citationEiliazadeh, B., Briscoe, B. J., Sheng, Y., & Pitt, K. G. (2003) · Particulate Science And Technology · doi:10.1080/716100572 · Cited by 53
Effects of punch geometry on powder movement during pharmaceutical tabletting processes
Eiliazadeh, B., Pitt, K. G., & Briscoe, B. J. (2004) · International Journal of Solids and Structures · doi:10.1016/j.ijsolstr.2004.05.055 · Cited by 51
Bawuah, P., Tan, N., Tweneboah, S. N. A., Ervasti, T., Axel Zeitler, J., Ketolainen, J., & Peiponen, K.-E. (2016) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2016.06.007 · Cited by 42
Self-citationMechanical property anisotropy of pharmaceutical excipient compacts
Mullarney, M. P., & Hancock, B. C. (2006) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2005.12.052 · Cited by 40
Materials with on-demand refractive indices in the terahertz range
Kadlec, C., Kadlec, F., Kužel, P., Blary, K., & Mounaix, P. (2008) · Optics Letters · doi:10.1364/ol.33.002275 · Cited by 29
Nondestructive Viscoelastic Analysis of Anisotropy in Compressed Tablets
Moe, D. V., & Rippie, E. G. (1997) · Journal of Pharmaceutical Sciences · doi:10.1021/js960267p · Cited by 26
Tuononen, H., Fukunaga, K., Kuosmanen, M., Ketolainen, J., & Peiponen∥, K.-E. (2010) · Applied Spectroscopy · doi:10.1366/000370210792966170 · Cited by 25
Self-citationRidgway, C., Bawuah, P., Markl, D., Zeitler, J. A., Ketolainen, J., Peiponen, K.-E., & Gane, P. (2017) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2017.04.038 · Cited by 22
Self-citationBawuah, P., Chakraborty, M., Ervasti, T., Zeitler, J. A., Ketolainen, J., Gane, P. A. C., & Peiponen, K.-E. (2016) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2016.04.026 · Cited by 21
Self-citationSpontaneous Inertial Imbibition in Porous Media Using a Fractal Representation of Pore Wall Rugosity
Liu, G., Zhang, M., Ridgway, C. J., & Gane, P. A. C. (2014) · Transport in Porous Media · doi:10.1007/s11242-014-0331-6 · Cited by 17
Self-citationDescription of Wiener bounds of multicomponent composites by barycentric coordinates
Peiponen∥, K.-E., & Gornov, E. (2006) · Optics Letters · doi:10.1364/ol.31.002202 · Cited by 14
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- Wiener, 1912, Die Mittelwertsätze für Kraft, Polarisation und Energie, Abhandlungen der Math. Klasse der Königlich-Sächsischen Gesellschaft der Wissenschaften, 32, 509
Cited by
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Naftaly, M., Vieweg, N., & Deninger, A. J. (2019) · Sensors · doi:10.3390/s19194203 · Cited by 329
Characterisation of pore structures of pharmaceutical tablets: A review
Markl, D., Strobel, A., Schlossnikl, R., Bøtker, J., Bawuah, P., Ridgway, C., Rantanen, J., Rades, T., Gane, P., Peiponen, K.-E., et al. (2018) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2018.01.017 · Cited by 154
Self-citationRecent advances in terahertz imaging: 1999 to 2021
Castro-Camus, E., Koch, M., & Mittleman, D. M. (2021) · Applied Physics B · doi:10.1007/s00340-021-07732-4 · Cited by 139
Advances in terahertz time-domain spectroscopy of pharmaceutical solids: A review
Bawuah, P., & Zeitler, J. A. (2021) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2021.116272 · Cited by 127
Self-citationMarkl, D., Warman, M., Dumarey, M., Bergman, E.-L., Folestad, S., Shi, Z., Manley, L. F., Goodwin, D., & Zeitler, J. A. (2020) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2020.119353 · Cited by 108
Self-citationTerahertz-Based Porosity Measurement of Pharmaceutical Tablets: a Tutorial
Bawuah, P., Markl, D., Farrell, D., Evans, M., Portieri, A., Anderson, A., Goodwin, D., Lucas, R., & Zeitler, J. A. (2020) · Journal of Infrared Millimeter and Terahertz Waves · doi:10.1007/s10762-019-00659-0 · Cited by 92
Self-citationRapid sensing of hidden objects and defects using a single-pixel diffractive terahertz sensor
Li, J., Li, X., Yardimci, N. T., Hu, J., Li, Y., Chen, J., Hung, Y.-C., Jarrahi, M., & Özcan, A. (2023) · Nature Communications · doi:10.1038/s41467-023-42554-2 · Cited by 73
Kindness, S. J., Almond, N. W., Michailow, W., Wei, B., Jakob, L. A., Delfanazari, K., Braeuninger‐Weimer, P., Hofmann, S., Beere, H. E., Ritchie, D. A., et al. (2019) · ACS Photonics · doi:10.1021/acsphotonics.9b00411 · Cited by 57
Al‐Sharabi, M., Markl, D., Mudley, T., Bawuah, P., Karttunen, A.-P., Ridgway, C. J., Gane, P. A. C., Ketolainen, J., Peiponen∥, K.-E., Rades, T., et al. (2020) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2020.119380 · Cited by 52
Self-citationLi, Q., Tong, L., & Sun, D. (2023) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2023.2165032 · Cited by 48
Terahertz detection of porosity and porous microstructure in pharmaceutical tablets: A review
Lu, X.-X., Sun, H., Chang, T., Zhang, J., & Cui, H. (2020) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2020.120006 · Cited by 44
Characterization of Mechanical Property Distributions on Tablet Surfaces
Cabiscol, R., Finke, J. H., Zetzener, H., & Kwade, A. (2018) · Pharmaceutics · doi:10.3390/pharmaceutics10040184 · Cited by 37
Ultrabroadband terahertz time-domain spectroscopy using III-V photoconductive membranes on silicon
Kohlhaas, R. B., Breuer, S., Mutschall, S., Kehrt, M., Nellen, S., Liebermeister, L., Schell, M. A., & Globisch, B. (2022) · Optics Express · doi:10.1364/oe.454447 · Cited by 36
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Self-citationLiang, J., Guo, Q., Chang, T., Li, K., & Cui, H. (2018) · Optik · doi:10.1016/j.ijleo.2018.08.050 · Cited by 25
Application of UV dissolution imaging to pharmaceutical systems
Brown, B., Ward, A., Fazili, Z., Østergaard, J., & Asare‐Addo, K. (2021) · Advanced Drug Delivery Reviews · doi:10.1016/j.addr.2021.113949 · Cited by 22
Selected Applications of Terahertz Pulses in Medicine and Industry
Taday, P. F., Pepper, M., & Arnone, D. D. (2022) · Applied Sciences · doi:10.3390/app12126169 · Cited by 19
Terahertz conductivity of two-dimensional materials: a review
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Analysis of sugars and sweeteners via terahertz time-domain spectroscopy
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Recent applications of near infrared to pharmaceutical process monitoring and quality control
Zhang, C., Liu, Y., Tang, Z., Chen, X., Zhang, H., Liu, N., Huo, C., Wang, Z., & Zheng, A. (2025) · Analytical Sciences · doi:10.1007/s44211-025-00794-w · Cited by 15
Application of terahertz spectroscopy and imaging techniques in biomedicine
Duan, X., Han, S., Yao, Y., Shen, J., Dai, Y., Mi, J., & Wang, Z. (2025) · iScience · doi:10.1016/j.isci.2025.113990 · Cited by 14
Anuschek, M., Bawuah, P., & Zeitler, J. A. (2021) · International Journal of Pharmaceutics X · doi:10.1016/j.ijpx.2021.100079 · Cited by 13
Self-citationLiu, L., Gao, Y., Wu, X., Chang, T., Li, Y., Lv, J., Jiang, D., Zhao, B., & Wang, Z. (2022) · Optik · doi:10.1016/j.ijleo.2022.169718 · Cited by 10
Krupa, A., Tabor, Z., Tarasiuk, J., Strach, B., Pociecha, K., Wyska, E., Wroński, S., Łyszczarz, E., & Jachowicz, R. (2018) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2018.04.023 · Cited by 9
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la Rosa, J. C., Locquet, A., Bouscaud, D., Berveiller, S., & Citrin, D. S. (2021) · IEEE Transactions on Terahertz Science and Technology · doi:10.1109/tthz.2021.3063804 · Cited by 8
Nakanishi, A., Akiyama, K., Hayashi, S., Satozono, H., & Fujita, K. (2021) · Analytical Methods · doi:10.1039/d1ay01670a · Cited by 7
Bawuah, P., Karttunen, A.-P., Markl, D., Ridgway, C., Korhonen, O., Gane, P., Zeitler, J. A., Ketolainen, J., & Peiponen, K.-E. (2018) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2018.04.043 · Cited by 6
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Quality by Design (QbD) Concept for Formulation of Oral Formulations for Tablets
Ansari, M. T., Alahmed, T. A. A., & Sami, F. M. (2024) · Springer eBooks · doi:10.1007/978-981-99-8034-5_7 · Cited by 5
Dongli, Q., Yu, Z., Peng, P., Wu, Y., Yu, Y., Yang, Y., Guangtao, A., & Wang, Y. (2026) · Journal of Pharmaceutical Innovation · doi:10.1007/s12247-026-10565-3 · Cited by 3
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Metadata
- Authors
- Markl, D., Bawuah, P., Ridgway, C., van den Ban, S., Goodwin, D. J., Ketolainen, J., Gane, P., Peiponen, K.-E., & Zeitler, J. A.
- Affiliations
- University of Cambridge (GB)
- University of Eastern Finland (FI)
- Omya (Switzerland) (CH)
- GlaxoSmithKline (United Kingdom) (GB)
- Corresponding author
- Markl, Daniel
- Venue
- International Journal of Pharmaceutics
- Publisher
- Elsevier BV
- Published
- 2018-02
- Volume
- 537
- Issue
- 1-2
- Pages
- 102-110
- ISSN
- 0378-5173 (ISSN-L)
- OpenAlex
- W2775088375
- Cited by
- 42
- References
- 26
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 4 · 2023: 5 · 2022: 4 · 2021: 6 · 2020: 5 · 2019: 3 · 2018: 5
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- Locations
- International Journal of Pharmaceutics (publishedVersion)
- PubMed (publishedVersion)
- UEF eRepo (University of Eastern Finland) (acceptedVersion)
- Strathprints: The University of Strathclyde institutional repository (University of Strathclyde) (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by-nc-nd)
- Apollo
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Terahertz technology and applications
- Physical Sciences › Engineering › Computational Mechanics › Granular flow and fluidized beds
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Drug Solubulity and Delivery Systems
- Keywords
- tablets, pore structure, anisotropy, terahertz time-domain spectroscopy, granule density, particle size distribution, compaction, tablet microstructure, indomethacin, microcrystalline cellulose, disintegration, liquid imbibition, porosity
- MeSH terms
- Calcium Carbonate, Cellulose, Chemistry, Pharmaceutical, Excipients, Particle Size, Powders, Tablets, Tensile Strength, Porosity, Anisotropy, Terahertz Spectroscopy
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