1
|
Xu G, Xue Z, Fan J, Lu D, Xing H, Shum PP, Zhou Y, Cong L. Flexible Terahertz Metasurface Absorbers Empowered by Bound States in the Continuum. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2406526. [PMID: 39152935 DOI: 10.1002/adma.202406526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/06/2024] [Indexed: 08/19/2024]
Abstract
Terahertz absorbers are crucial to the cutting-edge techniques in the next-generation wireless communications, imaging, sensing, and radar stealth, as they fundamentally determine the performance of detectors and cloaking capabilities. It has long been a pressing task to find absorbers with customizable performance that can adapt to various environments with low cost and great flexibility. Here, perfect absorption empowered by bound states in the continuum (BICs) is demonstrated, allowing for the tailoring of absorption coefficient, bandwidth, and field of view. The one-port absorbers are interpreted using temporal coupled-mode theory highlighting the dominant role of BICs in the far-field radiation properties. Through a thorough investigation of BICs from the perspective of lattice symmetry, the radiation features of three BIC modes are unraveled using both multipolar and topological analysis. The versatile radiation capabilities of BICs provide ample freedom to meet specific requirements of absorbers, including tunable bandwidth, stable performance in a large field of view, and multiband absorption using a thin and flexible film without extreme geometric demands. These findings offer a systematic approach to developing optoelectronic devices and demonstrate the significant potential of BICs for optical and photonic applications, which will stimulate further studies on terahertz photonics and metasurfaces.
Collapse
Affiliation(s)
- Guizhen Xu
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Zhanqiang Xue
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Junxing Fan
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Dan Lu
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Hongyang Xing
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Perry Ping Shum
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
- Guangdong Key Laboratory of Integrated Optoelectronics Intellisense, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Ye Zhou
- China-UK Low Carbon College, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Longqing Cong
- State Key Laboratory of Optical Fiber and Cable Manufacture Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
- Guangdong Key Laboratory of Integrated Optoelectronics Intellisense, Southern University of Science and Technology, Shenzhen, 518055, China
| |
Collapse
|
2
|
Anuschek M, Skelbæk-Pedersen AL, Skibsted E, Kvistgaard Vilhelmsen T, Axel Zeitler J, Rantanen J. THz-TDS as a PAT tool for monitoring blend homogeneity in pharmaceutical manufacturing of solid oral dosage forms: A proof-of-concept study. Int J Pharm 2024; 662:124534. [PMID: 39079591 DOI: 10.1016/j.ijpharm.2024.124534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/26/2024] [Accepted: 07/26/2024] [Indexed: 08/05/2024]
Abstract
The process analytical technology (PAT) framework is well established and integral to facilitate process understanding, enable a transition from batch to continuous manufacturing, and improve product quality. Near-infrared (NIR) spectroscopy has been established as a standard PAT tool for many process analytical challenges, including monitoring powder blend homogeneity. However, alternative technologies for monitoring powder blending are of interest due to the importance of the blending step in manufacturing solid oral dosage forms. Terahertz time-domain spectroscopy (THz-TDS) is therefore explored in this study as an alternative tool for monitoring blend homogeneity with the potential for endpoint control in a batch blending process. Powder blends of microcrystalline cellulose (MCC) and dibasic calcium phosphate dihydrate and blends of MCC and granulated α-lactose monohydrate were investigated non-invasively at various compositions using THz-TDS in transmission mode for acquiring spectra from samples enclosed in the blending container. It was found that attenuation- and phase-related parameters acquired with THz-TDS could reliably resolve physical changes related to the homogeneity of the blend. Further evaluations revealed that changes in the bulk density of the blend, in addition to the intrinsic optical properties of the materials, played a critical role in the observed trends for both systems. In contrast, the scattering contribution of the powder was mainly crucial for the attenuation-related parameter in blends with materials of high refractive indices. Finally, THz-TDS measurements were acquired throughout a blending process mimicking a continuous acquisition. The method could follow blending dynamics and resulted in reasonable predictive errors of the content of 0.5 - 2.5 %. Relative standard deviations for high content blends (20 %) were acceptable (3 - 7 %) whereas at low contents (5 %) significantly higher values (9 - 35 %) were found. Based on these findings, THz-TDS is a feasible PAT tool for monitoring blend homogeneity and controlling high content blend processes, although precision and accuracy is considered to improve with a more suitable interface.
Collapse
Affiliation(s)
- Moritz Anuschek
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark; Novo Nordisk A/S, ET Oral Product Development, Måløv, Denmark.
| | | | - Erik Skibsted
- Novo Nordisk A/S, ET Oral Product Development, Måløv, Denmark
| | | | - J Axel Zeitler
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge, UK
| | - Jukka Rantanen
- Department of Pharmacy, University of Copenhagen, Copenhagen, Denmark
| |
Collapse
|
3
|
Aouali A, Chevalier S, Sommier A, Pradere C. Terahertz Constant Velocity Flying Spot for 3D Tomographic Imaging. J Imaging 2023; 9:112. [PMID: 37367460 DOI: 10.3390/jimaging9060112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 05/27/2023] [Accepted: 05/28/2023] [Indexed: 06/28/2023] Open
Abstract
This work reports on a terahertz tomography technique using constant velocity flying spot scanning as illumination. This technique is essentially based on the combination of a hyperspectral thermoconverter and an infrared camera used as a sensor, a source of terahertz radiation held on a translation scanner, and a vial of hydroalcoholic gel used as a sample and mounted on a rotating stage for the measurement of its absorbance at several angular positions. From the projections made in 2.5 h and expressed in terms of sinograms, the 3D volume of the absorption coefficient of the vial is reconstructed by a back-projection method based on the inverse Radon transform. This result confirms that this technique is usable on samples of complex and nonaxisymmetric shapes; moreover, it allows 3D qualitative chemical information with a possible phase separation in the terahertz spectral range to be obtained in heterogeneous and complex semitransparent media.
Collapse
Affiliation(s)
- Abderezak Aouali
- I2M TREFLE, UMR 5295 CNRS-UB-ENSAM, 351 Cours de la Libération, 33400 Talence, France
| | - Stéphane Chevalier
- I2M TREFLE, UMR 5295 CNRS-UB-ENSAM, 351 Cours de la Libération, 33400 Talence, France
| | - Alain Sommier
- I2M TREFLE, UMR 5295 CNRS-UB-ENSAM, 351 Cours de la Libération, 33400 Talence, France
| | - Christophe Pradere
- EPSYL-Alcen, Esplanade des Arts et Métiers, CEDEX, 33405 Talence, France
| |
Collapse
|
4
|
Terahertz frequency-domain sensing combined with quantitative multivariate analysis for pharmaceutical tablet inspection. Int J Pharm 2023; 632:122545. [PMID: 36581106 DOI: 10.1016/j.ijpharm.2022.122545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 12/09/2022] [Accepted: 12/21/2022] [Indexed: 12/27/2022]
Abstract
Near infrared (NIR) and Raman spectroscopy combined with multivariate analysis are established techniques for the identification and quantification of chemical properties of pharmaceutical tablets like the concentration of active pharmaceutical ingredients (API). However, these techniques suffer from a high sensitivity to particle size variations and are not ideal for the characterization of physical properties of tablets such as tablet density. In this work, we have explored the feasibility of terahertz frequency-domain spectroscopy, with the advantage of low scattering effects, combined with multivariate analysis to quantify API concentration and tablet density. We studied 33 tablets, consisting of Ibuprofen, Mannitol, and a lubricant with API concentration and filler particle size as the design factors. The terahertz signal was measured in transmission mode across the frequency range 750 GHz to 1.5 THz using a vector network analyzer, frequency extenders, horn antennas, and four off-axis parabolic mirrors. The attenuation spectral data were pre-processed and orthogonal partial least square (OPLS) regression was applied to the spectral data to obtain quantitative prediction models for API concentration and tablet density. The performance of the models was assessed using test sets. While a fair model was obtained for API concentration, a high-quality model was demonstrated for tablet density. The coefficient of determination (R2) for the calibration set was 0.97 for tablet density and 0.98 for API concentration, while the relative prediction errors for the test set were 0.7% and 6% for tablet density and API concentration models, respectively. In conclusion, terahertz spectroscopy demonstrated to be a complementary technique to Raman and NIR spectroscopy, which enables the characterization of physical properties of tablets like tablet density, and the characterization of API concentration with the advantage of low scattering effects.
Collapse
|
5
|
Sadeghi A, Naghavi SMH, Mozafari M, Afshari E. Nanoscale biomaterials for terahertz imaging: A non-invasive approach for early cancer detection. Transl Oncol 2023; 27:101565. [PMID: 36343417 PMCID: PMC9643578 DOI: 10.1016/j.tranon.2022.101565] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/12/2022] [Accepted: 10/09/2022] [Indexed: 11/06/2022] Open
Abstract
Terahertz (THz) technology is developing a non-invasive imaging system for biosensing and clinical diagnosis. THz medical imaging mainly benefits from great sensitivity in detecting changes in water content and structural variations in diseased cells versus normal tissues. Compared to healthy tissues, cancerous tumors contain a higher level of water molecules and show structural changes, resulting in different THz absorption. Here we described the principle of THz imaging and advancement in the field of translational biomedicine and early detection of pathologic tissue, with a particular focus on oncology. In addition, although the main forte of THz imaging relies on detecting differences in water content to distinguish the exact margin of tumor, THz displays limited contrast in living tissue for in-vivo clinical imaging. In the last few years, nanotechnology has attracted attention to aid THz medical imaging and various nanoparticles have been investigated as contrast enhancements to improve the accuracy, sensitivity, and specificity of THz images. Most of these multimodal contrast agents take advantage of the temperature-dependent of THz spectrum to the conformational variation of the water molecule. We discuss advances in developing THz contrast agents to accelerate the advancement of non-invasive THz imaging with improved sensitivity and specificity for translational clinical oncology.
Collapse
Affiliation(s)
- Ali Sadeghi
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA.
| | - S M Hossein Naghavi
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA
| | - Masoud Mozafari
- Mount Sinai Hospital, University of Toronto, Toronto, ON, Canada
| | - Ehsan Afshari
- Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA.
| |
Collapse
|
6
|
Nugrahani I, Susanti E, Adawiyah T, Santosa S, Laksana AN. Non-Covalent Reactions Supporting Antiviral Development. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27249051. [PMID: 36558183 PMCID: PMC9783875 DOI: 10.3390/molecules27249051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/08/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022]
Abstract
Viruses are the current big enemy of the world's healthcare systems. As the small infector causes various deadly diseases, from influenza and HIV to COVID-19, the virus continues to evolve from one type to its mutants. Therefore, the development of antivirals demands tremendous attention and resources for drug researchers around the world. Active pharmaceutical ingredients (API) development includes discovering new drug compounds and developing existing ones. However, to innovate a new antiviral takes a very long time to test its safety and effectiveness, from structure modeling to synthesis, and then requires various stages of clinical trials. Meanwhile, developing the existing API can be more efficient because it reduces many development stages. One approach in this effort is to modify the solid structures to improve their physicochemical properties and enhance their activity. This review discusses antiviral multicomponent systems under the research phase and has been marketed. The discussion includes the types of antivirals, their counterpart compound, screening, manufacturing methods, multicomponent systems yielded, characterization methods, physicochemical properties, and their effects on their pharmacological activities. It is hoped that the opportunities and challenges of solid antiviral drug modifications can be drawn in this review as important information for further antiviral development.
Collapse
|
7
|
Khanolkar A, Patil B, Thorat V, Samanta G. Development of Inline Near-Infrared Spectroscopy Method for Real-Time Monitoring of Blend Uniformity of Direct Compression and Granulation-Based Products at Commercial Scales. AAPS PharmSciTech 2022; 23:235. [PMID: 36002672 DOI: 10.1208/s12249-022-02392-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Accepted: 08/08/2022] [Indexed: 11/30/2022] Open
Abstract
Blending is a critical intermediate unit operation for all solid oral formulations. For blend uniformity testing, API content in the blend must be quantified precisely. A detailed study was conducted to demonstrate the suitability of inline NIR (near-infrared) spectroscopy for blend uniformity testing of two solid oral formulations: existing direct compression (DC) product with a multistep blending process and granulation-based product with API granules. Both qualitative and quantitative methods were developed at a laboratory scale using statistical moving block standard deviation (MBSD) and multivariate data analysis such as principal component analysis (PCA) and partial least squares (PLS) regression. The qualitative MBSD method demonstrated that there was no need for multiple steps for the existing DC product. Hence, a simplified single-step process was developed for blending. Quantitative PLS models for blending processes of both the products were developed, validated, and successfully implemented at a commercial scale for the real-time release of blends. Results obtained from the validated model were in good agreement with the current method of sampling and chromatography.
Collapse
Affiliation(s)
- Aruna Khanolkar
- QbD Department, Integrated Product Development, Cipla Ltd., Maharashtra, Mumbai, India
| | - Bhaskar Patil
- QbD Department, Integrated Product Development, Cipla Ltd., Maharashtra, Mumbai, India
| | - Viraj Thorat
- QbD Department, Integrated Product Development, Cipla Ltd., Maharashtra, Mumbai, India
| | - Gautam Samanta
- QbD Department, Integrated Product Development, Cipla Ltd., Maharashtra, Mumbai, India.
| |
Collapse
|
8
|
Datta S, Prasertsuk K, Khammata N, Rattanawan P, Chia JY, Jintamethasawat R, Chulapakorn T, Limpanuparb T. Terahertz Spectroscopic Analysis of Lactose in Infant Formula: Implications for Detection and Quantification. Molecules 2022; 27:5040. [PMID: 35956992 PMCID: PMC9370465 DOI: 10.3390/molecules27155040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 07/29/2022] [Accepted: 08/04/2022] [Indexed: 11/16/2022] Open
Abstract
Lactose plays a significant role in daily lives as a constituent of various food and pharmaceutical products. Yet, lactose intolerance conditions demand low-lactose and lactose-free products in the market. These increasing nutritional claims and labels on food products entail simple and reliable methods of analysis that can be used for meeting quality standards, nutritional claims and legal requirements. In this study, terahertz time-domain spectroscopy (THz-TDS) was employed to analyse α-lactose monohydrate qualitatively and quantitatively in food products. Both absorption spectra and absorption coefficient spectra were investigated for their prediction performance. Regression models for lactose quantification using peak area and height of the absorption peaks 0.53 and 1.37 THz were developed and assessed in infant formula samples. Satisfactory prediction results were achieved in ideal conditions with pure standards, but not in all predictions of infant formula samples. Reasons and further implications are discussed.
Collapse
Affiliation(s)
- Sopanant Datta
- Science Division, Mahidol University International College, Mahidol University, Salaya, Phutthamonthon, Nakhon Pathom 73170, Thailand
| | - Kiattiwut Prasertsuk
- National Electronics and Computer Technology, National Science and Technology Development Agency, 112 Thailand Science Park, Khlong Luang 12120, Thailand
| | - Nuttawat Khammata
- Department of Physics and Materials Science, Faculty of Science, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Patharakorn Rattanawan
- National Electronics and Computer Technology, National Science and Technology Development Agency, 112 Thailand Science Park, Khlong Luang 12120, Thailand
| | - Jia Yi Chia
- National Electronics and Computer Technology, National Science and Technology Development Agency, 112 Thailand Science Park, Khlong Luang 12120, Thailand
| | - Rungroj Jintamethasawat
- National Electronics and Computer Technology, National Science and Technology Development Agency, 112 Thailand Science Park, Khlong Luang 12120, Thailand
| | - Thawatchart Chulapakorn
- National Electronics and Computer Technology, National Science and Technology Development Agency, 112 Thailand Science Park, Khlong Luang 12120, Thailand
- Department of Construction Sciences, Lund University, 22100 Lund, Sweden
| | - Taweetham Limpanuparb
- Science Division, Mahidol University International College, Mahidol University, Salaya, Phutthamonthon, Nakhon Pathom 73170, Thailand
| |
Collapse
|
9
|
Substance Detection and Identification Using Frequency Doubling of the THz Broadband Pulse. CHEMOSENSORS 2022. [DOI: 10.3390/chemosensors10070275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We propose and discuss an effective tool for substance detection and identification using a broadband THz pulse that is based on frequency conversion near the substance absorption frequencies. With this aim, we analyze the evolution of spectral intensities at the doubled absorption frequencies in order to prove their similarity to those at which the absorption of THz pulse energy occurs. This analysis is provided for both artificial THz signals and the real signals reflected from the substances under consideration. We demonstrate the feasibility of the proposed approach in the detection and identification of substances with an inhomogeneous surface, which is the most difficult case for practice, by using the method of spectral dynamic analysis and integral correlation criteria.
Collapse
|
10
|
Yamamoto R, Kojima A, Koshida N, Morohashi I, Hirakawa K, Zhang Y. Thermal and Optical Properties of Porous Nanomesh Structures for Sensitive Terahertz Bolometric Detection. SENSORS 2022; 22:s22145109. [PMID: 35890788 PMCID: PMC9321974 DOI: 10.3390/s22145109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 06/22/2022] [Accepted: 07/06/2022] [Indexed: 02/01/2023]
Abstract
Terahertz (THz) electromagnetic waves are attractive for use in nondestructive and biocompatible sensing applications. Thermal sensors are widely used for THz detection owing to the small photon energies of THz radiation, where this requires materials with low thermal conductivity and a small heat capacity to ensure the sensitive and fast operation of the sensors. In this study, we investigated the thermal and optical properties of porous nanomesh structures for sensitive THz bolometric detection. Nanometer (nm)-scale hole array structures were formed on gallium arsenide (GaAs) microelectromechanical system (MEMS) beams to improve their thermal properties. The thermal conductance of the porous MEMS beams was obtained by measuring their thermal bandwidths; it was found to decrease by as much as ~90% when the porosity (P) of the porous nanostructure was increased to ~0.69. We also measured the THz absorptance of the porous hole array structure. The results show that although the porous nanostructure has a much smaller area than the bulk material, it maintained a high coefficient of THz absorptance because the featured size was much smaller than the THz wavelength. The measured absorptance agreed well with that calculated by using the Drude model. These results demonstrate that the porous nanomesh structure is promising for developing highly sensitive THz thermal sensors.
Collapse
Affiliation(s)
- Ryoko Yamamoto
- Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi 184-8588, Japan; (R.Y.); (A.K.); (N.K.)
| | - Akira Kojima
- Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi 184-8588, Japan; (R.Y.); (A.K.); (N.K.)
| | - Nobuyoshi Koshida
- Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi 184-8588, Japan; (R.Y.); (A.K.); (N.K.)
| | - Isao Morohashi
- National Institute of Information and Communications Technology, 4-2-1 Nukui-Kitamachi, Koganei-shi 184-8795, Japan;
| | - Kazuhiko Hirakawa
- Institute of Industrial Science, University of Tokyo, 4-6-1 Komaba, Meguro-ku 153-8505, Japan;
- Institute for Nano Quantum Information Electronics, University of Tokyo, 4-6-1 Komaba, Meguro-ku 153-8505, Japan
| | - Ya Zhang
- Institute of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei-shi 184-8588, Japan; (R.Y.); (A.K.); (N.K.)
- Correspondence:
| |
Collapse
|
11
|
Garg D, Bandyopadhyay A, Sengupta A. Critical spectroscopic considerations towards reliable detection of material using terahertz time-domain spectroscopy. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2022; 268:120632. [PMID: 34840050 DOI: 10.1016/j.saa.2021.120632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/12/2021] [Accepted: 11/12/2021] [Indexed: 06/13/2023]
Abstract
Terahertz (THz) time-domain spectroscopic (TDS) and imaging techniques have been recognized as important tools in recent times for non-contact and non-destructive evaluation of materials, such as, food, pharmaceuticals, and other composite materials of interest. The application of the THz-TDS technique in both material identification and quantification, however, involves the analyses of extremely complex response of the constituents of these composite materials. For a spectroscopist, therefore, it is essential to consider certain critical spectroscopic parameters while acquiring the spectroscopic data using THz-TDS. In this work, using sorbic acid, a widely used preservative in processed food as the typical sample for the spectroscopic measurements, we have systematically investigated the impact of all these critical factors on the spectroscopic identification, quantification, and repeatability of the same. We observed that any sample inhomogeneity or clusters formed inside the composite pellet of the sorbic acid mixed with Teflon during pellet preparation can lead to false spectral responses, depending on the choice of spectroscopic probing point on the sample and number of spectroscopic averages. Furthermore, we analyzed the THz-TDS acquisition in frequency-domain and noted the effect of pellet thickness and sample concentration on the resultant frequency bandwidth and absorption features. Besides THz spectroscopists, a clear understanding of these aspects addressed in this present work, will also assist material engineers in selecting optimum concentration and weight towards formulating advanced composites.
Collapse
Affiliation(s)
- Diksha Garg
- Department of Physics, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Aparajita Bandyopadhyay
- Joint Advanced Technology Center, Indian Institute of Technology Delhi, New Delhi 110016, India
| | - Amartya Sengupta
- Department of Physics, Indian Institute of Technology Delhi, New Delhi 110016, India; School of IT and Electrical Engineering, University of Queensland, QLD 4072, Australia
| |
Collapse
|
12
|
Kobayashi M, Hattori Y, Sasaki T, Nishizawa JI, Otsuka M. Characteristic evaluation of the pseudo-polymorphism of amorphous atorvastatin calcium hydrates by terahertz spectroscopy. Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2021.127551] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
13
|
Quality-by-design in pharmaceutical development: From current perspectives to practical applications. ACTA PHARMACEUTICA (ZAGREB, CROATIA) 2021; 71:497-526. [PMID: 36651549 DOI: 10.2478/acph-2021-0039] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/23/2020] [Indexed: 01/19/2023]
Abstract
Current pharmaceutical research directions tend to follow a systematic approach in the field of applied research and development. The concept of quality-by-design (QbD) has been the focus of the current progress of pharmaceutical sciences. It is based on, but not limited, to risk assessment, design of experiments and other computational methods and process analytical technology. These tools offer a well-organized methodology, both to identify and analyse the hazards that should be handled as critical, and are therefore applicable in the control strategy. Once implemented, the QbD approach will augment the comprehension of experts concerning the developed analytical technique or manufacturing process. The main activities are oriented towards the identification of the quality target product profiles, along with the critical quality attributes, the risk management of these and their analysis through in silico aided methods. This review aims to offer an overview of the current standpoints and general applications of QbD methods in pharmaceutical development.
Collapse
|
14
|
Shimura K, Mohara M, Aiko K, Sakamoto T, Ono T. Discrimination of Pharmaceutical Tablets Based on the Analysis of Solid-State Structures of Ingredients Using Terahertz Transmission Spectroscopy with the Injection-Seeded Parametric Generation Technique. ACS OMEGA 2021; 6:26707-26714. [PMID: 34661024 PMCID: PMC8515814 DOI: 10.1021/acsomega.1c04121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 09/21/2021] [Indexed: 06/13/2023]
Abstract
A frequency-domain terahertz (THz) spectrometer that uses a tunable source, called an injection-seeded THz parametric generator, was applied to the analysis of solid-state structures of ingredients in pharmaceutical tablets, and its performance on discriminating pharmaceutical products was evaluated. The spectrometer has a dynamic range of 70 dB at 2 THz and is suitable for analyzing materials such as pharmaceutical ingredients that often have characteristic absorption peaks between 0.5 and 2.5 THz. Nine ofloxacin (racemate) and four levofloxacin (levorotatory enantiomer) tablet products commercially available in Japan were used as samples. They contain 8-12 additives in addition to the API. The sample tablets were filed down to a thickness of 1.2 mm (ofloxacin tablets) and 1.6 mm (levofloxacin tablets) to obtain transmission spectra over the wide spectral range of 0.8-2.1 THz. The absorption spectra obtained from the spectrometer were preprocessed by the second derivative; then, principal component analysis (PCA) was conducted on the results. Next, quadratic discriminant analysis (DA) was conducted on the scores of the three PCA components. The accuracy of the DA for all 13 products was 96.1%. In addition to the difference in crystal forms of the active ingredient, the small differences in the formulation were clearly discriminated using the THz absorption spectra. The spectrometer combined with data analysis shows potential for applications such as identifying pharmaceutical tablets, monitoring the stability of production processes, evaluating the stability of formulations during storage, and detecting counterfeit drugs on the market.
Collapse
Affiliation(s)
- Kei Shimura
- Hitachi
High-Tech Corporation, Shinko-cho, Hitachinaka 312-8504, Japan
| | - Mizuki Mohara
- Hitachi
High-Tech Corporation, Shinko-cho, Hitachinaka 312-8504, Japan
| | - Kenji Aiko
- Hitachi
High-Tech Corporation, Shinko-cho, Hitachinaka 312-8504, Japan
| | - Tomoaki Sakamoto
- National
Institute of Health Sciences, Tonomachi, Kawasaki 210-9501, Japan
| | - Touya Ono
- Hitachi
High-Tech Corporation, Shinko-cho, Hitachinaka 312-8504, Japan
| |
Collapse
|
15
|
Stefani A, Henry Skelton J, Tuniz A. Bend losses in flexible polyurethane antiresonant terahertz waveguides. OPTICS EXPRESS 2021; 29:28692-28703. [PMID: 34614994 DOI: 10.1364/oe.435920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 08/13/2021] [Indexed: 06/13/2023]
Abstract
One important shortcoming of terahertz technology is the relative absence of convenient, flexible, and reconfigurable waveguides with low attenuation and small bend losses. While recent years have been marked by remarkable progress in lowering the impact of material losses using hollow-core guidance, such waveguides often have centimeter-scale diameter and are therefore not flexible. Here we experimentally and numerically investigate antiresonant dielectric waveguides made of thermoplastic polyurethane, a commonly used dielectric with a low Young's modulus. The hollow-core nature of antiresonant fibers leads to low transmission losses using simple structures, whereas the low Young's modulus of polyurethane makes them extremely flexible. The structures presented enable millimeter-wave manipulation in the same spirit as conventional (visible- and near-IR-) optical fibers, i.e. conveniently and reconfigurably, despite their centimeter-thick diameter. We investigate two canonical antiresonant geometries formed by one- and six-tubes, experimentally comparing their transmission, bend losses and mode profiles. The waveguides under investigation have loss below 1 dB/cm in their sub-THz transmission bands, increasing by 1 dB/cm for a bend radius of about 10 cm. We find that the six-tube waveguide outperforms its one-tube counterpart for smaller bend radii (here: 10cm); for larger bend radii, coupling to cladding tube modes can lead to a drop in transmission at specific frequencies in the six-tube waveguide that does not occur in the one-tube waveguide.
Collapse
|
16
|
Nugrahani I. Sustainable Pharmaceutical Preparation Methods and Solid-state Analysis Supporting Green Pharmacy. CURR PHARM ANAL 2021. [DOI: 10.2174/1573412916999200711150729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Every "entity" or compound has physical and chemical properties as references for the synthesis
and determination of the entity's structure. Thermodynamically, solid-state is the most stable
matter in the universe and to be the ideal form in structure elucidation of pharmaceutical. The dry
treatments, such as mechanochemistry, microwave heating, and the using of deep eutectic agent are
becoming popular. These techniques are viewed as futuristic methods for reducing environmental damage,
in line with "green pharmacy" concept. On the other hand, solid-state analysis methods from the
simplest to the most sophisticated one have been used in the long decades, but most are for qualitative
purposes. Recently many reports have proven that solid-state analysis instruments are reliable and prospective
for implementing in the quantitative measurement. Infrared spectroscopy, powder x-ray diffraction,
and differential scanning calorimetry have been employed in various kinetics and content determination
studies. A revolutionary method developed for structural elucidation is single-crystal diffraction,
which is capable of rapidly and accurately determining a three-dimensional chemical structure.
Hereby it is shown that the accurate, precise, economic, ease, rapid-speed, and reliability of solidstate
analysis methods are eco-benefits by reducing the reagent, catalyst, and organic solvent.
Collapse
Affiliation(s)
- Ilma Nugrahani
- Pharmacochemistry Department, School of Pharmacy, Bandung Institute of Technology, Bandung, Indonesia
| |
Collapse
|
17
|
Ishigaki M, Ito A, Hara R, Miyazaki SI, Murayama K, Yoshikiyo K, Yamamoto T, Ozaki Y. Method of Monitoring the Number of Amide Bonds in Peptides Using Near-Infrared Spectroscopy. Anal Chem 2021; 93:2758-2766. [PMID: 33356160 DOI: 10.1021/acs.analchem.0c03424] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Using near-infrared (NIR) spectroscopy, we aimed to develop a method of monitoring the increasing number of amide bonds with the elongation of the chain length of peptides. Because peptide synthesis can be monitored by evaluating the increasing number of amide bonds with dehydration occurring between amino acids, polyglycine, which has the simplest structure among polyamino acids, was studied, and the key bands whose absorption intensities increased with the elongation of the chain length, such as the bands attributed to glycine, diglycine, triglycine, and tetraglycine, were searched. The bands due to the combinations of the amide A and amide II/III modes in the region of 5000-4500 cm-1 were revealed to be good candidates for key bands, their second derivative intensities increased as the number of amide bonds increased, regardless of pH, solvent species, and the presence of protecting groups. The number of amide bonds was evaluated by a partial least square regression using the abovementioned combination bands, and a calibration model with a high determination coefficient (≥0.99) was constructed. These results not only have demonstrated the usefulness of NIR spectroscopy as a process analytical technology tool for the process of synthesizing the peptide in a microflow reactor but also have provided basic knowledge for analyzing amide bonds in the NIR spectra of proteins, polyamino acids, polypeptides, and polyamides.
Collapse
Affiliation(s)
- Mika Ishigaki
- Institute of Agricultural and Life Sciences, Academic Assembly, Shimane University, 1060 Nishikawatsu, Matsue, Shimane 690-8504, Japan.,Raman Project Center for Medical and Biological Applications, Shimane University, 1060 Nishikawatsu, Matsue, Shimane 690-8504, Japan
| | - Atsushi Ito
- Research and Development Department, Yokogawa Electric Corporation, 2-9-32 Nakacho, Musashino, Tokyo 180-8750, Japan
| | - Risa Hara
- Research and Development Department, Yokogawa Electric Corporation, 2-9-32 Nakacho, Musashino, Tokyo 180-8750, Japan
| | - Shun-Ichi Miyazaki
- Research and Development Department, Yokogawa Electric Corporation, 2-9-32 Nakacho, Musashino, Tokyo 180-8750, Japan
| | - Kodai Murayama
- Research and Development Department, Yokogawa Electric Corporation, 2-9-32 Nakacho, Musashino, Tokyo 180-8750, Japan
| | - Keisuke Yoshikiyo
- Institute of Agricultural and Life Sciences, Academic Assembly, Shimane University, 1060 Nishikawatsu, Matsue, Shimane 690-8504, Japan
| | - Tatsuyuki Yamamoto
- Institute of Agricultural and Life Sciences, Academic Assembly, Shimane University, 1060 Nishikawatsu, Matsue, Shimane 690-8504, Japan.,Raman Project Center for Medical and Biological Applications, Shimane University, 1060 Nishikawatsu, Matsue, Shimane 690-8504, Japan
| | - Yukihiro Ozaki
- School of Science and Technology, Kwansei Gakuin University, 2-1 Gakuen, Sanda, Hyogo 669-1337, Japan
| |
Collapse
|
18
|
Review of sensing technologies for measuring powder density variations during pharmaceutical solid dosage form manufacturing. Trends Analyt Chem 2021. [DOI: 10.1016/j.trac.2020.116147] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
|
19
|
Li X, Yin W, Khamas S. An Efficient Photomixer Based Slot Fed Terahertz Dielectric Resonator Antenna. SENSORS 2021; 21:s21030876. [PMID: 33525561 PMCID: PMC7866193 DOI: 10.3390/s21030876] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/21/2021] [Accepted: 01/25/2021] [Indexed: 02/01/2023]
Abstract
A slot fed terahertz dielectric resonator antenna driven by an optimized photomixer is proposed, and the interaction of the laser and photomixer is studied. It is demonstrated that in a continuous wave terahertz photomixing scheme, the generated THz power is proportional to the 4th power of the surface electric field of photocondutive layer. Consequently, the optical to THz conversion efficiency of the proposed photomixer has an enhancement factor of 487. This is due to the fact that the surface electric field of the proposed photomixer with a 2D-Photonic Crystal (PhC) superstrate has been improved from 2.1 to 9.9 V/m, which represents a substantial improvement. Moreover, the electrically thick Gallium-Arsenide (GaAs) supporting substrate of the device has been truncated to create a dielectric resonator antenna (DRA) that offers a typical radiation efficiency of more than 90%. By employing a traditional coplanar strip (CPS) biasing network, the matching efficiency has been improved to 24.4%. Therefore, the total efficiency has been considerably improved due to the enhancements in the laser-to-THz conversion, as well as radiation and matching efficiencies. Further, the antenna gain has been improved to 9dBi at the presence of GaAs superstrate. Numerical comparisons show that the proposed antenna can achieve a high gain with relatively smaller dimensions compared with traditional THz antenna with Si lens.
Collapse
Affiliation(s)
- Xiaohang Li
- Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S10 2TN, UK;
- Correspondence:
| | - Wenfei Yin
- School of Computer Science and Information Engineering, Hefei University of Technology, Hefei 230009, China;
| | - Salam Khamas
- Department of Electronic and Electrical Engineering, University of Sheffield, Sheffield S10 2TN, UK;
| |
Collapse
|
20
|
Patil MR, Ganorkar SB, Patil AS, Shirkhedkar AA. Terahertz Spectroscopy: Encoding the Discovery, Instrumentation, and Applications toward Pharmaceutical Prospectives. Crit Rev Anal Chem 2020; 52:343-355. [PMID: 32772866 DOI: 10.1080/10408347.2020.1802219] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Terahertz (THz) spectroscopy is an emerging field for quality control of pharmaceuticals, which uses T-waves for detection. T-waves fall in between infrared and microwave radiations while possessing some of the characteristics of both. THz spectroscopy reveals its existence in between 0.1 and 10 THz. These radiations have the ability to penetrate a broad range of non-conductive materials and it is nonionizing. The first article stating the use of THz radiations was found in late 1960 for the generation of the astronomical images. This review essentially creates attention toward different forms and instrumentation of THz spectroscopy along with the updates for timely and upbeat pharmaceutical applications. The most frequently used technique is THz-TDS which has profoundly privileged applicability for the pharmaceuticals. The existing literature of THz spectroscopy further created albeit interest to explore the applications for future implementation in concern with the pharmaceuticals. The review critically outlines here all the pharmaceutical applications of THz spectroscopy including protein analyses, crystallinity studies, evaluating tablet films and coats, medicinal aging variations, and detection of illicit drugs, along with the advantages over traditional techniques. The other side of THz spectroscopy stating limitations is also studied and taken into the note to present here. This review is a genuine attempt to quote and crucially assess the possible as well as anticipated prospectives for the pharmaceuticals. The present article will further promote the awareness, opportunities, and scientific exploration of this exciting technology as THz spectroscopy.
Collapse
Affiliation(s)
- Mangesh R Patil
- Central Instruments Facility(CIF), Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra, India
| | - Saurabh B Ganorkar
- Central Instruments Facility(CIF), Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra, India
| | - Amod S Patil
- Central Instruments Facility(CIF), Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra, India
| | - Atul A Shirkhedkar
- Central Instruments Facility(CIF), Department of Pharmaceutical Chemistry, R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra, India
| |
Collapse
|
21
|
Feng H, Mohan S. Application of Process Analytical Technology for Pharmaceutical Coating: Challenges, Pitfalls, and Trends. AAPS PharmSciTech 2020; 21:179. [PMID: 32596747 DOI: 10.1208/s12249-020-01727-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 06/08/2020] [Indexed: 12/31/2022] Open
Abstract
Coating process is a critical unit operation for manufacturing solid oral dosage forms. For a long time, the coating weight gain has been discerned as the most important, if not only, characteristic describing the coating quality. As the introduction of quality by design (QbD) and advancement of process analytical technology (PAT), nowadays more techniques are available to analyze other quality attributes which have been overlooked but have substantial impacts on the performance of coated products. The techniques that permit rapid and non-destructive measurements are of particular importance to improve process operation and product quality. This article reviews the analytical techniques that have been and potentially could be used as PAT tools for characterizing the quality of pharmaceutical coating product. By identifying the challenges and pitfalls encountered during PAT application, the review aims at fostering the adoption of PAT for paving the way to enhanced quality and efficiency of the coating processes.
Collapse
Affiliation(s)
- Hanzhou Feng
- Process analytical technology, Merck & Co., Inc., Rahway, New Jersey, USA.
| | - Shikhar Mohan
- Graduate School of Pharmaceutical Sciences, Duquesne University, 600 Forbes Avenue, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
22
|
Zhong J, Mori T, Fujii Y, Kashiwagi T, Terao W, Yamashiro M, Minami H, Tsujimoto M, Tanaka T, Kawashima H, Ito J, Kijima M, Iji M, Watanabe MM, Kadowaki K. Molecular vibration and Boson peak analysis of glucose polymers and ester via terahertz spectroscopy. Carbohydr Polym 2020; 232:115789. [PMID: 31952597 DOI: 10.1016/j.carbpol.2019.115789] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2019] [Revised: 12/22/2019] [Accepted: 12/26/2019] [Indexed: 10/25/2022]
Abstract
Complex permittivity spectra were obtained herein by performing broadband terahertz (THz) spectroscopy on cellulose, paramylon, and paramylon ester. Absorption peaks observed for cellulose and paramylon at approximately 3 THz are attributed to hydrogen bonds. In addition, a broad absorption peak around 2 THz was observed for all the polymers, demonstrating a general feature of polymer glasses derived from weak interatomic van der Waals forces. The boson peak was observed for cellulose and paramylon ester. The boson peak frequency for cellulose nearly equaled that for glassy glucose-a unit structure of the cellulose polymer. Additionally, the insensitivity of cellulose to the polymerization degree was consistent with recent results obtained via molecular dynamics simulations. In contrast, the boson peak frequency of paramylon ester was markedly smaller than that of cellulose. These results demonstrate the importance of hydrogen bonds as determinants of the boson peak frequency.
Collapse
Affiliation(s)
- Junlan Zhong
- Graduate School of Life and Environment Sciences, University of Tsukuba, Japan.
| | - Tatsuya Mori
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Yasuhiro Fujii
- Department of Physical Sciences, Ritsumeikan University, 1-1-1 Nojihigashi, Kusatsu 525-8577, Japan
| | - Takanari Kashiwagi
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Wakana Terao
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Midori Yamashiro
- System Platform Research Laboratories NEC Corporation, 34 Miyukigaoka, Tsukuba, Ibaraki 305-8501, Japan
| | - Hidotoshi Minami
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Manabu Tsujimoto
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Teruhiko Tanaka
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan; Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| | - Hidehisa Kawashima
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan
| | - Junko Ito
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| | - Masashi Kijima
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan; Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| | - Masatoshi Iji
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| | - Makoto M Watanabe
- Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| | - Kazuo Kadowaki
- Division of Materials Science, Faculty of Pure and Applied Sciences, University of Tsukuba, Japan; Algae Biomass and Energy System (ABES) Research and Development Center, University of Tsukuba, Japan
| |
Collapse
|
23
|
Mohan S, Kato E, Drennen JK, Anderson CA. Refractive Index Measurement of Pharmaceutical Solids: A Review of Measurement Methods and Pharmaceutical Applications. J Pharm Sci 2019; 108:3478-3495. [DOI: 10.1016/j.xphs.2019.06.029] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 06/20/2019] [Indexed: 11/29/2022]
|
24
|
Recognition of Pharmacological Bi-Heterocyclic Compounds by Using Terahertz Time Domain Spectroscopy and Chemometrics. SENSORS 2019; 19:s19153349. [PMID: 31366175 PMCID: PMC6696483 DOI: 10.3390/s19153349] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2019] [Revised: 07/20/2019] [Accepted: 07/27/2019] [Indexed: 12/22/2022]
Abstract
In this study, we presented the concept and implementation of a fully functional system for the recognition of bi-heterocyclic compounds. We have conducted research into the application of machine learning methods to correctly recognize compounds based on THz spectra, and we have described the process of selecting optimal parameters for the kernel support vector machine (KSVM) with an additional `unknown' class. The chemical compounds used in the study contain a target molecule, used in pharmacy to combat inflammatory states formed in living organisms. Ready-made medical products with similar properties are commonly referred to as non-steroidal anti-inflammatory drugs (NSAIDs) once authorised on the pharmaceutical market. It was crucial to clearly determine whether the tested sample is a chemical compound known to researchers or is a completely new structure which should be additionally tested using other spectrometric methods. Our approach allows us to achieve 100% accuracy of the classification of the tested chemical compounds in the time of several milliseconds counted for 30 samples of the test set. It fits perfectly into the concept of rapid recognition of bi-heterocyclic compounds without the need to analyse the percentage composition of compound components, assuming that the sample is classified in a known group. The method allows us to minimize testing costs and significant reduction of the time of analysis.
Collapse
|
25
|
Lepodise LM, Horvat J, Lewis RA. Superficial and Fundamental Correspondences in the Terahertz/IR (6-15 THz) Absorption Spectra of Aspirin and Benzoic Acid. J Phys Chem A 2018; 122:6886-6893. [PMID: 30060668 DOI: 10.1021/acs.jpca.8b05393] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The terahertz absorption spectra of aspirin and benzoic acid have been measured in the range 200-500 cm-1 (6-15 THz). Density-functional theory (DFT) modeling has assigned fundamental vibrational modes to the observed absorption bands. Hydrogen bonds between the crystalline planes of aspirin resulted in better agreement between the experimental and modeled spectra than for benzoic acid. The similar structure of these two molecules suggests a similar absorption spectrum, which indeed was obtained experimentally. However, the detailed crystal structure and molecular differences result in some of the apparently common absorption bands being assigned to different vibrational modes through the DFT modeling. Thus, our study importantly reveals that even though crystalline forms of two similar molecules may have similar experimental terahertz spectra, the resemblance may be superficial rather than fundamental.
Collapse
Affiliation(s)
- L M Lepodise
- Botswana International University of Science and Technology , Palapye , Botswana.,School of Physics and Institute for Superconducting and Electronic Materials , University of Wollongong , Wollongong , NSW 2522 , Australia
| | - J Horvat
- School of Physics and Institute for Superconducting and Electronic Materials , University of Wollongong , Wollongong , NSW 2522 , Australia
| | - R A Lewis
- School of Physics and Institute for Superconducting and Electronic Materials , University of Wollongong , Wollongong , NSW 2522 , Australia
| |
Collapse
|
26
|
Cassar Q, Al-Ibadi A, Mavarani L, Hillger P, Grzyb J, MacGrogan G, Zimmer T, Pfeiffer UR, Guillet JP, Mounaix P. Pilot study of freshly excised breast tissue response in the 300-600 GHz range. BIOMEDICAL OPTICS EXPRESS 2018; 9:2930-2942. [PMID: 29984076 PMCID: PMC6033580 DOI: 10.1364/boe.9.002930] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 01/09/2018] [Accepted: 04/24/2018] [Indexed: 05/25/2023]
Abstract
The failure to accurately define tumor margins during breast conserving surgery (BCS) results in a 20% re-excision rate. The present paper reports the investigation to evaluate the potential of terahertz imaging for breast tissue recognition within the under-explored 300 - 600 GHz range. Such a frequency window matches new BiCMOS technology capabilities and thus opens up the opportunity for near-field terahertz imaging using these devices. To assess the efficacy of this frequency band, data from 16 freshly excised breast tissue samples were collected and analyzed directly after excision. Complex refractive indices have been extracted over the as-mentioned frequency band, and amplitude frequency images show some contrast between tissue types. Principal component analysis (PCA) has also been applied to the data in an attempt to automate tissue classification. Our observations suggest that the dielectric response could potentially provide contrast for breast tissue recognition within the 300 - 600 GHz range. These results open the way for silicon-based terahertz subwavelength near field imager design, efficient up to 600 GHz to address ex vivo life-science applications.
Collapse
Affiliation(s)
- Quentin Cassar
- Integration: from Material to Systems Laboratory, UMR CNRS 5218, University of Bordeaux, 33400 Talence, France
| | - Amel Al-Ibadi
- Integration: from Material to Systems Laboratory, UMR CNRS 5218, University of Bordeaux, 33400 Talence, France
| | - Laven Mavarani
- Institute for High-Frequency and Communication Technology, University of Wuppertal, 42119 Wuppertal, Germany
| | - Philipp Hillger
- Institute for High-Frequency and Communication Technology, University of Wuppertal, 42119 Wuppertal, Germany
| | - Janusz Grzyb
- Institute for High-Frequency and Communication Technology, University of Wuppertal, 42119 Wuppertal, Germany
| | - Gaëtan MacGrogan
- Department of Pathology, Bergonié Institute, 33076 Bordeaux, France
| | - Thomas Zimmer
- Integration: from Material to Systems Laboratory, UMR CNRS 5218, University of Bordeaux, 33400 Talence, France
| | - Ullrich R. Pfeiffer
- Institute for High-Frequency and Communication Technology, University of Wuppertal, 42119 Wuppertal, Germany
| | - Jean-Paul Guillet
- Integration: from Material to Systems Laboratory, UMR CNRS 5218, University of Bordeaux, 33400 Talence, France
| | - Patrick Mounaix
- Integration: from Material to Systems Laboratory, UMR CNRS 5218, University of Bordeaux, 33400 Talence, France
| |
Collapse
|
27
|
Azuri I, Hirsch A, Reilly AM, Tkatchenko A, Kendler S, Hod O, Kronik L. Terahertz spectroscopy of 2,4,6-trinitrotoluene molecular solids from first principles. Beilstein J Org Chem 2018; 14:381-388. [PMID: 29507643 PMCID: PMC5815306 DOI: 10.3762/bjoc.14.26] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 01/22/2018] [Indexed: 11/25/2022] Open
Abstract
We present a computational analysis of the terahertz spectra of the monoclinic and the orthorhombic polymorphs of 2,4,6-trinitrotoluene. Very good agreement with experimental data is found when using density functional theory that includes Tkatchenko–Scheffler pair-wise dispersion interactions. Furthermore, we show that for these polymorphs the theoretical results are only weakly affected by many-body dispersion contributions. The absence of dispersion interactions, however, causes sizable shifts in vibrational frequencies and directly affects the spatial character of the vibrational modes. Mode assignment allows for a distinction between the contributions of the monoclinic and orthorhombic polymorphs and shows that modes in the range from 0 to ca. 3.3 THz comprise both inter- and intramolecular vibrations, with the former dominating below ca. 1.5 THz. We also find that intramolecular contributions primarily involve the nitro and methyl groups. Finally, we present a prediction for the terahertz spectrum of 1,3,5-trinitrobenzene, showing that a modest chemical change leads to a markedly different terahertz spectrum.
Collapse
Affiliation(s)
- Ido Azuri
- Department of Materials and Interfaces, Weizmann Institute of Science, Rehovoth 76100, Israel
| | - Anna Hirsch
- Department of Materials and Interfaces, Weizmann Institute of Science, Rehovoth 76100, Israel
| | - Anthony M Reilly
- School of Chemical Sciences, Dublin City University, Glasnevin, Dublin 9, Ireland
| | - Alexandre Tkatchenko
- Physics and Materials Research Unit, University of Luxembourg, L-1511 Luxembourg
| | - Shai Kendler
- Israel Institute for Biological Research, Ness Ziona 74100, Israel
| | - Oded Hod
- Department of Physical Chemistry, School of Chemistry, The Raymond and Beverly Sackler Faculty of Exact Sciences and The Sackler Center for Computational Molecular and Materials Science, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Leeor Kronik
- Department of Materials and Interfaces, Weizmann Institute of Science, Rehovoth 76100, Israel
| |
Collapse
|
28
|
Rovere A, Jeong YG, Piccoli R, Lee SH, Lee SC, Kwon OP, Jazbinsek M, Morandotti R, Razzari L. Generation of high-field terahertz pulses in an HMQ-TMS organic crystal pumped by an ytterbium laser at 1030 nm. OPTICS EXPRESS 2018; 26:2509-2516. [PMID: 29401789 DOI: 10.1364/oe.26.002509] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2017] [Accepted: 01/13/2018] [Indexed: 06/07/2023]
Abstract
We present the generation of high-peak-electric-field terahertz pulses via collinear optical rectification in a 2-(4-hydroxy-3-methoxystyryl)-1-methilquinolinium-2,4,6-trimethylbenzenesulfonate (HMQ-TMS) organic crystal. The crystal is pumped by an amplified ytterbium laser system, emitting 170-fs-long pulses centered at 1030 nm. A terahertz peak electric field greater than 200 kV/cm is obtained for 420 µJ of optical pump energy, with an energy conversion efficiency of 0.26% - about two orders of magnitude higher than in common inorganic crystals collinearly pumped by amplified femtosecond lasers. An open-aperture Z-scan measurement performed on an n-doped InGaAs thin film using such terahertz source shows a nonlinear increase in the terahertz transmission of about 2.2 times. Our findings demonstrate the potential of this terahertz generation scheme, based on ytterbium laser technology, as a simple and efficient alternative to the existing intense table-top terahertz sources. In particular, we show that it can be readily used to explore nonlinear effects at terahertz frequencies.
Collapse
|
29
|
Penkov N, Yashin V, Fesenko E, Manokhin A, Fesenko E. A Study of the Effect of a Protein on the Structure of Water in Solution Using Terahertz Time-Domain Spectroscopy. APPLIED SPECTROSCOPY 2018; 72:257-267. [PMID: 28922934 DOI: 10.1177/0003702817735551] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Terahertz time-domain spectroscopy (THz-TDS) was used to determine the spectra (range = 1.2-120 cm-1) of aqueous solutions of bovine serum albumin (BSA) at pH range 2.5-10. Under each of the selected pH, BSA molecules exist in a different conformation, compared to other pH values. The spectra were used to calculate the functions of the dielectric permittivity of BSA solutions. Dielectric functions of the aqueous phase of BSA solutions were calculated based on the Bruggeman model, without the contribution of BSA itself. Fitting of the dielectric functions was performed using a model which includes three water spectral bands: two relaxation bands with relaxation times of about 8.28 and 0.3 ps and a vibrational band with a maximum of about 180 cm-1. The parameters of these bands were determined through fitting and physical interpretation at the molecular level can be provided for each of them. A comparison between the values of model parameters of solutions with BSA and without BSA allowed to conclude that the main effect of BSA is the formation of strongly bound hydration shells in the immediate proximity to the protein molecule. At the same time, the structure of more distant layers of the hydration shells is destroyed, with an increased formation of free water molecules. Some differences are observed in the effect of different BSA conformations on the aqueous phase of solution. The proposed approach can be generalized and applied for studying of a wide class of biological macromolecules in aqueous solutions.
Collapse
Affiliation(s)
- Nikita Penkov
- 104705 Institute of Cell Biophysics of Russian Academy of Sciences, Moscow, Russia
| | - Valery Yashin
- 104705 Institute of Cell Biophysics of Russian Academy of Sciences, Moscow, Russia
| | - Eugeny Fesenko
- 104705 Institute of Cell Biophysics of Russian Academy of Sciences, Moscow, Russia
| | - Andrew Manokhin
- 104705 Institute of Cell Biophysics of Russian Academy of Sciences, Moscow, Russia
| | - Eugeny Fesenko
- 104705 Institute of Cell Biophysics of Russian Academy of Sciences, Moscow, Russia
| |
Collapse
|
30
|
Patel MA, Luthra S, Shamblin SL, Arora K, Krzyzaniak JF, Taylor LS. Impact of Solid-State Form on the Disproportionation of Miconazole Mesylate. Mol Pharm 2017; 15:40-52. [DOI: 10.1021/acs.molpharmaceut.7b00694] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Mitulkumar A. Patel
- Department
of Industrial and Physical Pharmacy, College of Pharmacy, Purdue University, West Lafayette, Indiana 47907, United States
| | - Suman Luthra
- Pfizer Inc, Worldwide Research and Development, Cambridge 02139, Massachusetts, United States
| | - Sheri L. Shamblin
- Pfizer Inc, Worldwide Research and Development, Groton 06340, Connecticut, United States
| | - Kapildev Arora
- Pfizer Inc, Worldwide Research and Development, Groton 06340, Connecticut, United States
| | - Joseph F. Krzyzaniak
- Pfizer Inc, Worldwide Research and Development, Groton 06340, Connecticut, United States
| | - Lynne S. Taylor
- Department
of Industrial and Physical Pharmacy, College of Pharmacy, Purdue University, West Lafayette, Indiana 47907, United States
| |
Collapse
|
31
|
Pindelska E, Sokal A, Kolodziejski W. Pharmaceutical cocrystals, salts and polymorphs: Advanced characterization techniques. Adv Drug Deliv Rev 2017; 117:111-146. [PMID: 28931472 DOI: 10.1016/j.addr.2017.09.014] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Revised: 08/21/2017] [Accepted: 09/14/2017] [Indexed: 12/11/2022]
Abstract
The main goal of a novel drug development is to obtain it with optimal physiochemical, pharmaceutical and biological properties. Pharmaceutical companies and scientists modify active pharmaceutical ingredients (APIs), which often are cocrystals, salts or carefully selected polymorphs, to improve the properties of a parent drug. To find the best form of a drug, various advanced characterization methods should be used. In this review, we have described such analytical methods, dedicated to solid drug forms. Thus, diffraction, spectroscopic, thermal and also pharmaceutical characterization methods are discussed. They all are necessary to study a solid API in its intrinsic complexity from bulk down to the molecular level, gain information on its structure, properties, purity and possible transformations, and make the characterization efficient, comprehensive and complete. Furthermore, these methods can be used to monitor and investigate physical processes, involved in the drug development, in situ and in real time. The main aim of this paper is to gather information on the current advancements in the analytical methods and highlight their pharmaceutical relevance.
Collapse
|
32
|
Swithenbank M, Burnett AD, Russell C, Li LH, Davies AG, Linfield EH, Cunningham JE, Wood CD. On-Chip Terahertz-Frequency Measurements of Liquids. Anal Chem 2017; 89:7981-7987. [DOI: 10.1021/acs.analchem.7b01235] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Matthew Swithenbank
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Andrew D. Burnett
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Christopher Russell
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Lianhe H. Li
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Alexander Giles Davies
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Edmund H. Linfield
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - John E. Cunningham
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| | - Christopher D. Wood
- School
of Electronic and Electrical Engineering, and ‡School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
| |
Collapse
|
33
|
Born P, Holldack K. Analysis of granular packing structure by scattering of THz radiation. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2017; 88:051802. [PMID: 28571462 DOI: 10.1063/1.4983045] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Scattering methods are widely used to characterize the structure and constituents of matter on small length scales. This motivates this introductory text on identifying prospective approaches to scattering-based methods for granular media. A survey to light scattering by particles and particle ensembles is given. It is elaborated why the established scattering methods using X-rays and visible light cannot in general be transferred to granular media. Spectroscopic measurements using terahertz radiation are highlighted as they probe the scattering properties of granular media, which are sensitive to the packing structure. Experimental details to optimize a spectrometer for measurements on granular media are discussed. We perform transmission measurements on static and agitated granular media using Fourier transform spectroscopy at the THz beamline of the Bessy II storage ring. The measurements demonstrate the potential to evaluate degrees of order in the media and to track transient structural states in agitated bulk granular media.
Collapse
Affiliation(s)
- Philip Born
- Institut für Materialphysik im Weltraum, Deutsches Zentrum für Luft- und Raumfahrt e.V., 51170 Cologne, Germany
| | - Karsten Holldack
- Institut für Methoden und Instrumentierung der Forschung mit Synchrotronstrahlung, Helmholtz-Zentrum Berlin für Materialien und Energie GmbH, Albert-Einstein-Str. 15, 12489 Berlin, Germany
| |
Collapse
|
34
|
Mumtaz M, Mahmood A, Khan SD, Zia MA, Ahmed M, Ahmad I. Investigation of Dielectric Properties of Polymers and their Discrimination Using Terahertz Time-Domain Spectroscopy with Principal Component Analysis. APPLIED SPECTROSCOPY 2017; 71:456-462. [PMID: 27798383 DOI: 10.1177/0003702816675361] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Polymers are among the most commonly used materials in our everyday life. They are generally transparent to terahertz (THz) radiation, but are quite difficult to differentiate using optical techniques as few or no characteristic features exist in the spectral range of <2.0 THz for small and portable radiation systems. In this work, we report experimental measurement of refractive indices and absorption coefficients of styrene acrylonitrile (SAN) and Bakelite in the spectral range of 0.2-2.0 THz for the first time. Additionally, we demonstrate that by combining principle component analysis (PCA) with THz time-domain spectroscopy one can differentiate such polymers. In this analysis, the first three principle components PC1, PC2, and PC3 depict >94% variance with a distribution of 72.45%, 11.52%, and 9.38%, respectively.
Collapse
Affiliation(s)
- Muhammad Mumtaz
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| | - Ahsan Mahmood
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| | - Sabih D Khan
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| | - M Aslam Zia
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| | - Mushtaq Ahmed
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| | - Izhar Ahmad
- National Institute of Lasers and Optronics, Nilore, Islamabad, Pakistan
| |
Collapse
|
35
|
|
36
|
Ruggiero MT, Gooch J, Zubieta J, Korter TM. Evaluation of Range-Corrected Density Functionals for the Simulation of Pyridinium-Containing Molecular Crystals. J Phys Chem A 2016; 120:939-47. [PMID: 26814572 DOI: 10.1021/acs.jpca.5b11458] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Michael T. Ruggiero
- Department of Chemistry, Syracuse University, 1-014 Center
for Science and Technology, Syracuse, New York 13244-4100, United States
| | - Jonathan Gooch
- Department of Chemistry, Syracuse University, 1-014 Center
for Science and Technology, Syracuse, New York 13244-4100, United States
| | - Jon Zubieta
- Department of Chemistry, Syracuse University, 1-014 Center
for Science and Technology, Syracuse, New York 13244-4100, United States
| | - Timothy M. Korter
- Department of Chemistry, Syracuse University, 1-014 Center
for Science and Technology, Syracuse, New York 13244-4100, United States
| |
Collapse
|
37
|
|
38
|
Neumaier PFX, Schmalz K, Borngräber J, Wylde R, Hübers HW. Terahertz gas-phase spectroscopy: chemometrics for security and medical applications. Analyst 2015; 140:213-22. [PMID: 25406969 DOI: 10.1039/c4an01570c] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
We describe a spectrometer consisting of a vector network analyzer, a gas absorption cell, and a quasi-optical bench that acquires terahertz spectra of gaseous substances and mixtures. We tested volatile organic compounds that are medical biomarkers or chemicals which can be found on the US Environment Protection Agency list of harmful substances. Absorption spectra at gas pressures between 10 Pa and 5000 Pa were recorded. A subsequent multivariate data analysis demonstrated excellent qualitative and quantitative identification of pure substances and complex mixtures. The applied multivariate algorithms are principal components analysis, partial least square regression and soft independent modelling of class analogy.
Collapse
Affiliation(s)
- P F-X Neumaier
- German Aerospace Center, Institute of Optical Sensor Systems, Rutherfordstr. 2, 12489 Berlin, Germany.
| | | | | | | | | |
Collapse
|
39
|
Mallah MA, Sherazi STH, Bhanger MI, Mahesar SA, Bajeer MA. A rapid Fourier-transform infrared (FTIR) spectroscopic method for direct quantification of paracetamol content in solid pharmaceutical formulations. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2015; 141:64-70. [PMID: 25659814 DOI: 10.1016/j.saa.2015.01.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Revised: 01/17/2015] [Accepted: 01/20/2015] [Indexed: 06/04/2023]
Abstract
A transmission FTIR spectroscopic method was developed for direct, inexpensive and fast quantification of paracetamol content in solid pharmaceutical formulations. In this method paracetamol content is directly analyzed without solvent extraction. KBr pellets were formulated for the acquisition of FTIR spectra in transmission mode. Two chemometric models: simple Beer's law and partial least squares employed over the spectral region of 1800-1000 cm(-1) for quantification of paracetamol content had a regression coefficient of (R(2)) of 0.999. The limits of detection and quantification using FTIR spectroscopy were 0.005 mg g(-(1) and 0.018 mg g(-1), respectively. Study for interference was also done to check effect of the excipients. There was no significant interference from the sample matrix. The results obviously showed the sensitivity of transmission FTIR spectroscopic method for pharmaceutical analysis. This method is green in the sense that it does not require large volumes of hazardous solvents or long run times and avoids prior sample preparation.
Collapse
Affiliation(s)
- Muhammad Ali Mallah
- National Centre of Excellence in Analytical Chemistry, University of Sindh Jamshoro, Pakistan.
| | | | - Muhammad Iqbal Bhanger
- HEJ Research Institute of Chemistry, International Center for Chemical and Biological Sciences, University of Karachi, 75270, Pakistan
| | - Sarfaraz Ahmed Mahesar
- National Centre of Excellence in Analytical Chemistry, University of Sindh Jamshoro, Pakistan
| | - Muhammad Ashraf Bajeer
- National Centre of Excellence in Analytical Chemistry, University of Sindh Jamshoro, Pakistan
| |
Collapse
|
40
|
Simon LL, Pataki H, Marosi G, Meemken F, Hungerbühler K, Baiker A, Tummala S, Glennon B, Kuentz M, Steele G, Kramer HJM, Rydzak JW, Chen Z, Morris J, Kjell F, Singh R, Gani R, Gernaey KV, Louhi-Kultanen M, O’Reilly J, Sandler N, Antikainen O, Yliruusi J, Frohberg P, Ulrich J, Braatz RD, Leyssens T, von Stosch M, Oliveira R, Tan RBH, Wu H, Khan M, O’Grady D, Pandey A, Westra R, Delle-Case E, Pape D, Angelosante D, Maret Y, Steiger O, Lenner M, Abbou-Oucherif K, Nagy ZK, Litster JD, Kamaraju VK, Chiu MS. Assessment of Recent Process Analytical Technology (PAT) Trends: A Multiauthor Review. Org Process Res Dev 2015. [DOI: 10.1021/op500261y] [Citation(s) in RCA: 269] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
| | - Hajnalka Pataki
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - György Marosi
- Department
of Organic Chemistry and Technology, Budapest University of Technology and Economics, Műegyetem rkp. 3, H-1111 Budapest, Hungary
| | - Fabian Meemken
- Department
of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg
1, 8093 Zürich, Switzerland
| | - Konrad Hungerbühler
- Department
of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg
1, 8093 Zürich, Switzerland
| | - Alfons Baiker
- Department
of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg
1, 8093 Zürich, Switzerland
| | - Srinivas Tummala
- Chemical
Development, Bristol-Myers Squibb Company, One Squibb Dr, New Brunswick, New Jersey 08903, United States
| | - Brian Glennon
- Synthesis
and Solid State Pharmaceutical Centre, School of Chemical and Bioprocess
Engineering, University College Dublin, Belfield, Dublin 4, Ireland
- APC Ltd, Belfield Innovation
Park, Dublin 4, Ireland
| | - Martin Kuentz
- School of Life
Sciences, Institute of Pharma Technology, University of Applied Sciences and Arts Northwestern Switzerland, Gründenstrasse 40, 4132 Muttenz, Switzerland
| | - Gerry Steele
- PharmaCryst Consulting
Ltd., Loughborough, Leicestershire LE11 3HN, U.K
| | - Herman J. M. Kramer
- Intensified Reaction & Separation Systems, Delft University of Technology, Leeghwaterstraat 39, 2628 CB Delft, The Netherlands
| | - James W. Rydzak
- GlaxoSmithKline Pharmaceuticals, 709 Swedeland Rd, King of
Prussia, Pennsylvania 19406, United States
| | - Zengping Chen
- State Key
Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry
and Chemical Engineering, Hunan University, Changsha, Hunan 410082, PR China
| | - Julian Morris
- Centre for Process Analytics & Control Technology, School of Chemical Engineering & Advanced Materials, Newcastle University, Newcastle upon Tyne, Tyne and Wear NE17RU, U.K
| | - Francois Kjell
- Siemens nv/sa,
Industry
Automation − SIPAT Industry Software, Marie Curie Square 30, 1070 Brussels, Belgium
| | - Ravendra Singh
- CAPEC-PROCESS,
Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU), Building 229, DK-2800 Lyngby, Denmark
| | - Rafiqul Gani
- CAPEC-PROCESS,
Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU), Building 229, DK-2800 Lyngby, Denmark
| | - Krist V. Gernaey
- CAPEC-PROCESS,
Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU), Building 229, DK-2800 Lyngby, Denmark
| | - Marjatta Louhi-Kultanen
- Department
of Chemical Technology, Lappeenranta University of Technology, P.O. Box 20, FI-53851 Lappeenranta, Finland
| | - John O’Reilly
- Roche Ireland
Limited, Clarecastle, Co. Clare, Ireland
| | - Niklas Sandler
- Pharmaceutical
Sciences Laboratory, Department of Biosciences, Abo Akademi University, Artillerigatan 6, 20520 Turku, Finland
| | - Osmo Antikainen
- Division
of Pharmaceutical Technology, Faculty of Pharmacy, University of Helsinki, Yliopistonkatu 4, 00100 Helsinki, Finland
| | - Jouko Yliruusi
- Division
of Pharmaceutical Technology, Faculty of Pharmacy, University of Helsinki, Yliopistonkatu 4, 00100 Helsinki, Finland
| | - Patrick Frohberg
- Center of
Engineering Science, Thermal Process Engineering, Martin Luther University Halle-Wittenberg, D-06099 Halle (Saale), Germany
| | - Joachim Ulrich
- Center of
Engineering Science, Thermal Process Engineering, Martin Luther University Halle-Wittenberg, D-06099 Halle (Saale), Germany
| | - Richard D. Braatz
- Massachusetts Institute
of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, United States
| | - Tom Leyssens
- Institute
of Condensed Matter and Nanosciences, Université Catholique de Louvain, Place Louis Pasteur 1, 1348 Louvain-la-Neuve, Belgium
| | - Moritz von Stosch
- REQUIMTE
- Departamento de Química, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 1099-085 Caparica, Portugal
- HybPAT, Caparica, Portugal
| | - Rui Oliveira
- REQUIMTE
- Departamento de Química, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 1099-085 Caparica, Portugal
- HybPAT, Caparica, Portugal
| | - Reginald B. H. Tan
- Institute
of Chemical and Engineering Sciences, A*Star, 1 Pesek Road, Singapore 627833
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117576
| | - Huiquan Wu
- Division
of Product Quality Research, Office of Testing and Research, Office
of Pharmaceutical Science, Center for Drug Evaluation and Research, US Food and Drug Administration (FDA), Silver Spring, Maryland 20993, United States
| | - Mansoor Khan
- Division
of Product Quality Research, Office of Testing and Research, Office
of Pharmaceutical Science, Center for Drug Evaluation and Research, US Food and Drug Administration (FDA), Silver Spring, Maryland 20993, United States
| | - Des O’Grady
- Mettler Toledo
AutoChem, 7075 Samuel Morse Drive, Columbia, Maryland 20146, United States
| | - Anjan Pandey
- Mettler Toledo
AutoChem, 7075 Samuel Morse Drive, Columbia, Maryland 20146, United States
| | - Remko Westra
- FMC Technologies B.V., Delta 101, 6825 MN Arnhem, The Netherlands
| | - Emmanuel Delle-Case
- University of Tulsa, 800 South Tucker
Drive, Tulsa, Oklahoma 74104, United States
| | - Detlef Pape
- ABB Corporate Research Center, Segelhofstrasse
1K, 5405, Dättwil, Baden, Switzerland
| | - Daniele Angelosante
- ABB Corporate Research Center, Segelhofstrasse
1K, 5405, Dättwil, Baden, Switzerland
| | - Yannick Maret
- ABB Corporate Research Center, Segelhofstrasse
1K, 5405, Dättwil, Baden, Switzerland
| | - Olivier Steiger
- ABB Corporate Research Center, Segelhofstrasse
1K, 5405, Dättwil, Baden, Switzerland
| | - Miklós Lenner
- ABB Corporate Research Center, Segelhofstrasse
1K, 5405, Dättwil, Baden, Switzerland
| | - Kaoutar Abbou-Oucherif
- School of
Chemical Engineering, Purdue University, West Lafayette, Indiana 47906, United States
| | - Zoltan K. Nagy
- School of
Chemical Engineering, Purdue University, West Lafayette, Indiana 47906, United States
- Chemical
Engineering Department, Loughborough University, Loughborough, LE11 3TU, U.K
| | - James D. Litster
- School of
Chemical Engineering, Purdue University, West Lafayette, Indiana 47906, United States
| | - Vamsi Krishna Kamaraju
- Synthesis
and Solid State Pharmaceutical Centre, School of Chemical and Bioprocess
Engineering, University College Dublin, Belfield, Dublin 4, Ireland
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117576
| | - Min-Sen Chiu
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117576
| |
Collapse
|
41
|
Bawuah P, Pierotic Mendia A, Silfsten P, Pääkkönen P, Ervasti T, Ketolainen J, Zeitler JA, Peiponen KE. Detection of porosity of pharmaceutical compacts by terahertz radiation transmission and light reflection measurement techniques. Int J Pharm 2014; 465:70-6. [DOI: 10.1016/j.ijpharm.2014.02.011] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 02/03/2014] [Accepted: 02/08/2014] [Indexed: 11/28/2022]
|
42
|
Sibik J, Sargent MJ, Franklin M, Zeitler JA. Crystallization and phase changes in paracetamol from the amorphous solid to the liquid phase. Mol Pharm 2014; 11:1326-34. [PMID: 24579729 PMCID: PMC3980750 DOI: 10.1021/mp400768m] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
For the case of paracetamol, we show how terahertz time-domain spectroscopy can be used to characterize the solid and liquid phase dynamics. Heating of supercooled amorphous paracetamol from 295 K in a covered sample under vacuum leads to its crystallization at 330 K. First, form III is formed followed by the transformation of form III to form II at 375 K, to form I at 405 K, and finally melting is observed around 455 K. We discuss the difference between the featureless spectra of the supercooled liquid and its liquid melt. Lastly, we studied the onset of crystallization from the supercooled liquid in detail and quantified its kinetics based on the Avrami-Erofeev model. We determined an effective rate constant of k = 0.056 min(-1) with a corresponding onset of crystallization at T = 329.5 K for a heating rate of 0.4 K min(-1).
Collapse
Affiliation(s)
- Juraj Sibik
- Department of Chemical Engineering and Biotechnology, University of Cambridge , New Museums Site, Pembroke Street, Cambridge CB2 3RA, United Kingdom
| | | | | | | |
Collapse
|
43
|
Tang J, Yang B, Llewellyn I, Cutler RR, Donnan RS. Bacillus spores and their relevant chemicals studied by terahertz time domain spectroscopy. Chem Phys Lett 2014. [DOI: 10.1016/j.cplett.2013.12.061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
|
44
|
Pellizzeri S, Witko EM, Korter TM, Zubieta J. A solid-state density functional theory investigation of the effect of metal substitution (Metal=Mn, Cd, Co) on the terahertz spectra of isomorphous molecular metal 5-(4-pyridyl)tetrazolato complexes. J Mol Struct 2013. [DOI: 10.1016/j.molstruc.2013.05.055] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
|
45
|
Terahertz pulsed imaging as an advanced characterisation tool for film coatings--a review. Int J Pharm 2013; 457:510-20. [PMID: 23570960 DOI: 10.1016/j.ijpharm.2013.03.053] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2012] [Revised: 03/28/2013] [Accepted: 03/28/2013] [Indexed: 11/23/2022]
Abstract
Solid dosage forms are the pharmaceutical drug delivery systems of choice for oral drug delivery. These solid dosage forms are often coated to modify the physico-chemical properties of the active pharmaceutical ingredients (APIs), in particular to alter release kinetics. Since the product performance of coated dosage forms is a function of their critical coating attributes, including coating thickness, uniformity, and density, more advanced quality control techniques than weight gain are required. A recently introduced non-destructive method to quantitatively characterise coating quality is terahertz pulsed imaging (TPI). The ability of terahertz radiation to penetrate many pharmaceutical materials enables structural features of coated solid dosage forms to be probed at depth, which is not readily achievable with other established imaging techniques, e.g. near-infrared (NIR) and Raman spectroscopy. In this review TPI is introduced and various applications of the technique in pharmaceutical coating analysis are discussed. These include evaluation of coating thickness, uniformity, surface morphology, density, defects and buried structures as well as correlation between TPI measurements and drug release performance, coating process monitoring and scale up. Furthermore, challenges and limitations of the technique are discussed.
Collapse
|
46
|
Peiponen KE, Silfsten P, Pajander J, Ketolainen J. Broadening of a THz pulse as a measure of the porosity of pharmaceutical tablets. Int J Pharm 2013; 447:7-11. [DOI: 10.1016/j.ijpharm.2013.02.041] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 02/12/2013] [Accepted: 02/13/2013] [Indexed: 11/25/2022]
|
47
|
Charron DM, Ajito K, Kim JY, Ueno Y. Chemical Mapping of Pharmaceutical Cocrystals Using Terahertz Spectroscopic Imaging. Anal Chem 2013; 85:1980-4. [DOI: 10.1021/ac302852n] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Danielle M. Charron
- NTT Microsystem Integration Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa
243-0198 Japan
| | - Katsuhiro Ajito
- NTT Microsystem Integration Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa
243-0198 Japan
| | - Jae-Young Kim
- NTT Microsystem Integration Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa
243-0198 Japan
| | - Yuko Ueno
- NTT Microsystem Integration Laboratories, NTT Corporation, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa
243-0198 Japan
| |
Collapse
|
48
|
Wu H, Khan M. THz spectroscopy: An emerging technology for pharmaceutical development and pharmaceutical Process Analytical Technology (PAT) applications. J Mol Struct 2012. [DOI: 10.1016/j.molstruc.2012.04.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|
49
|
Cui M, Hovenier JN, Ren Y, Polo A, Gao JR. Terahertz wavefronts measured using the Hartmann sensor principle. OPTICS EXPRESS 2012; 20:14380-14391. [PMID: 22714499 DOI: 10.1364/oe.20.014380] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
We demonstrate for the first time that the Hartmann wavefront sensor (HWS) principle can be applied for characterizing the wavefronts of terahertz (THz) electromagnetic radiation. The THz Hartmann wavefront sensor consists of a metallic plate with an array of holes and a two-dimensional scanable pyro-electric detector. The THz radiation with different wavefronts was generated by a far-infrared gas laser operated at 2.5 THz in combination with a number of objects that result in known wavefronts. To measure the wavefront, a beam passing through an array of holes generates intensity spots, for which the positions of the individual spot centroids are measured and compared with reference positions. The reconstructed wavefronts are in good agreement with the model expectations.
Collapse
Affiliation(s)
- M Cui
- SRON Netherlands Institute for Space Research, Sorbonnelaan 2, 3584 CA Utrecht, The Netherlands.
| | | | | | | | | |
Collapse
|
50
|
Franz M, Fischer BM, Walther M. Probing structure and phase-transitions in molecular crystals by terahertz time-domain spectroscopy. J Mol Struct 2011. [DOI: 10.1016/j.molstruc.2011.05.061] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|