Innovations in Drug Spectroscopy Methods for Pharmaceutical Compounds
Inovasi dalam Metode Spektroskopi Obat untuk Senyawa Farmasi
DOI:
https://doi.org/10.21070/ijhsm.v1i2.38Keywords:
pectroscopy, Pharmaceutical Analysis, UV-Vis, FTIR, NMRAbstract
General Background: Spectroscopy is a pivotal analytical technique in pharmaceutical research, enabling precise analysis of molecular structures and compositions through the interaction of light with matter. Specific Background: Spectroscopic methods have significantly advanced pharmaceutical analysis since the mid-20th century, addressing challenges like drug resistance and the need for improved drug purity and stability. Techniques such as UV-Visible, Fourier Transform Infrared (FTIR), and Nuclear Magnetic Resonance (NMR) spectroscopy are widely employed for drug discovery, quality control, and structural elucidation. Knowledge Gap: Despite their extensive use, limitations persist, such as spectral complexity, overlapping bands, and the need for costly instrumentation, leaving room for improvement in sensitivity, efficiency, and cost-effectiveness. Aims: This study aims to consolidate the principles, applications, and advancements of key spectroscopic methods in pharmaceutical analysis while highlighting emerging trends to overcome existing limitations. Results: The analysis demonstrates that UV-Visible spectroscopy provides high-speed, non-destructive analysis for drug quantification; FTIR offers qualitative and quantitative insights into functional groups; and NMR remains unparalleled for structural determination. Recent advancements include the integration of spectroscopy with machine learning for enhanced data interpretation and the development of hybrid techniques to improve sensitivity. Novelty: The study underscores the evolution of spectroscopy into a cornerstone of modern pharmaceutical analysis, driven by technological innovation and regulatory emphasis on accurate, reliable methods. Novel applications in drug design, impurity profiling, and real-time monitoring further exemplify its versatility. Implications: These findings emphasize the necessity of continued research into cost-effective, automated spectroscopic techniques to enhance pharmaceutical quality and safety, meeting the growing demands of global healthcare. Spectroscopy's integration into regulatory frameworks and novel drug development processes cements its role as a critical tool for advancing pharmaceutical science.
Highlights:
- Spectroscopy ensures drug quality, purity, and safety in pharmaceuticals.
- UV-Vis, FTIR, and NMR are key for structural and impurity analysis.
- Innovations improve accuracy, efficiency, and broaden applications in drug analysis.
Keywords: pectroscopy, Pharmaceutical Analysis, UV-Vis, FTIR, NMR
References
C. R. Baiz, B. Błasiak, J. Bredenbeck, M. Cho, J. H. Choi, S. A. Corcelli, ... and M. T. Zanni, "Vibrational Spectroscopic Map, Vibrational Spectroscopy, and Intermolecular Interaction," Chem. Rev., vol. 120, no. 15, pp. 7152-7218, 2020.
M. Li, W. Xu, and Y. Su, "Solid-State NMR Spectroscopy in Pharmaceutical Sciences," TrAC Trends Anal. Chem., vol. 145, pp. 115269, 2021.
N. S. Arden, A. C. Fisher, K. Tyner, X. Y. Lawrence, S. L. Lee, and M. Kopcha, "Industry 4.0 for Pharmaceutical Manufacturing: Preparing for the Smart Factories of the Future," Int. J. Pharm., vol. 602, p. 120554, 2021.
A. Raal, A. Meos, T. Hinrikus, J. Heinämäki, E. Romāne, V. Gudienė, ... and H. T. Nguyen, "Dragendorff's Reagent: Historical Perspectives and Current Status of a Versatile Reagent Introduced Over 150 Years Ago at the University of Dorpat, Tartu, Estonia," Die Pharmazie - An Int. J. Pharm. Sci., vol. 75, no. 7, pp. 299-306, 2020.
M. E. Badawy, M. A. El-Nouby, P. K. Kimani, L. W. Lim, and E. I. Rabea, "A Review of the Modern Principles and Applications of Solid-Phase Extraction Techniques in Chromatographic Analysis," Anal. Sci., vol. 38, no. 12, pp. 1457-1487, 2022.
L. Rolinger, M. Ruedt, and J. Hubbuch, "A Critical Review of Recent Trends, and a Future Perspective of Optical Spectroscopy as PAT in Biopharmaceutical Downstream Processing," Anal. Bioanal. Chem., vol. 412, pp. 3459-3478, 2020.
K. B. Beć, J. Grabska, and C. W. Huck, "Miniaturized NIR Spectroscopy in Food Analysis and Quality Control: Promises, Challenges, and Perspectives," Foods, vol. 11, no. 5, p. 648, 2022.
K. B. Beć, J. Grabska, and C. W. Huck, "NIR Spectroscopy of Natural Medicines Supported by Novel Instrumentation and Methods for Data Analysis and Interpretation," J. Pharm. Biomed. Anal., vol. 193, p. 113686, 2021.
J. Zhuang, M. Li, Y. Pu, A. J. Ragauskas, and C. G. Yoo, "Observation of Potential Contaminants in Processed Biomass Using Fourier Transform Infrared Spectroscopy," Appl. Sci., vol. 10, no. 21, p. 7538, 2020.
F. Guemari, S. E. Laouini, A. Rebiai, A. Bouafia, S. Meneceur, A. Tliba, ... and A. Barhoum, "UV-Visible Spectroscopic Technique-Data Mining Tool as a Reliable, Fast, and Cost-Effective Method for the Prediction of Total Polyphenol Contents: Validation in a Bunch of Medicinal Plant Extracts," Appl. Sci., vol. 12, no. 19, p. 9430, 2022.
S. Mofavvaz, M. R. Sohrabi, and A. Heydari, "Application of UV/Vis Spectrophotometry Based on Using Least Squares Support Vector Machine and Continuous Wavelet Transform Methods for the Simultaneous Analysis," Optik, vol. 206, p. 164246, 2020.
Y. Guo, C. Liu, R. Ye, and Q. Duan, "Advances on Water Quality Detection by UV-Vis Spectroscopy," Appl. Sci., vol. 10, no. 4, p. 1204, 2020.
P. M. Costa, D. A. Learmonth, D. B. Gomes, M. P. Cautela, A. C. Oliveira, R. Andrade, ... and R. A. Sousa, "Mussel-Inspired Catechol Functionalisation as a Strategy to Enhance Biomaterial Adhesion: A Systematic Review," Polymers, vol. 13, no. 19, p. 3317, 2021.
K. B. Beć, J. Grabska, and C. W. Huck, "Near-Infrared Spectroscopy in Bio-Applications," Molecules, vol. 25, no. 5, p. 1064, 2020.
O. M. Salo-Ahen, I. Alanko, R. Bhadane, A. M. Bonvin, R. V. Honorato, S. Hossain, ... and M. Vanmeert, "Molecular Dynamics Simulations in Drug Discovery and Pharmaceutical Development," Processes, vol. 9, no. 1, p. 71, 2020.
V. K. Singh, D. K. Tripathi, Y. Deguchi, and Z. Wang, "Laser Induced Breakdown Spectroscopy (LIBS): Concepts, Instrumentation, Data Analysis and Applications, 2 Volume Set," [Online]. Available: [HTML].
M. Alonzo, R. Alder, L. Clancy, and S. Fu, "Portable Testing Techniques for the Analysis of Drug Materials," Wiley Interdiscip. Rev. Forensic Sci., vol. 4, no. 6, p. e1461, 2022.
R. Houhou and T. Bocklitz, "Trends in Artificial Intelligence, Machine Learning, and Chemometrics Applied to Chemical Data," Anal. Sci. Adv., vol. 1, pp. 1-18, 2021.
C. Weis, A. Cuénod, B. Rieck, O. Dubuis, S. Graf, C. Lang, ... and A. Egli, "Direct Antimicrobial Resistance Prediction from Clinical MALDI-TOF Mass Spectra Using Machine Learning," Nat. Med., vol. 28, no. 1, pp. 164-174, 2022.
C. A. Meza Ramirez, M. Greenop, L. Ashton, and I. U. Rehman, "Applications of Machine Learning in Spectroscopy," Appl. Spectrosc. Rev., vol. 56, no. 8-10, pp. 733-763, 2021.
A. Balekundri and V. Mannur, "Quality Control of the Traditional Herbs and Herbal Products: A Review," Future J. Pharm. Sci., vol. 6, no. 1, pp. 1-20, 2020.
A. Malvandi, H. Feng, and M. Kamruzzaman, "Application of NIR Spectroscopy and Multivariate Analysis for Non-Destructive Evaluation of Apple Moisture Content During Ultrasonic Drying," Spectrochim. Acta Part A Mol. Biomol. Spectrosc., vol. 269, p. 120733, 2022.
A. Silge, K. Weber, D. Cialla-May, L. Müller-Bötticher, D. Fischer, and J. Popp, "Trends in Pharmaceutical Analysis and Quality Control by Modern Raman Spectroscopic Techniques," TrAC Trends Anal. Chem., vol. 153, p. 116623, 2022.
T. Fiore and C. Pellerito, "Infrared Absorption Spectroscopy," in Spectroscopy for Materials Characterization, pp. 129-167, 2021.
S. Tamara, M. A. den Boer, and A. J. R. Heck, "High-Resolution Native Mass Spectrometry," Chem. Rev., vol. 121, no. 9, pp. 5478-5510, 2021.
M. C. Christodoulou, J. C. Orellana Palacios, G. Hesami, S. Jafarzadeh, J. M. Lorenzo, R. Domínguez, ... and M. Hadidi, "Spectrophotometric Methods for Measurement of Antioxidant Activity in Food and Pharmaceuticals," Antioxidants, vol. 11, no. 11, p. 2213, 2022.
M. M. Coelho, C. Fernandes, F. Remião, and M. E. Tiritan, "Enantioselectivity in Drug Pharmacokinetics and Toxicity: Pharmacological Relevance and Analytical Methods," Molecules, vol. 26, no. 7, p. 1915, 2021.
S. Z. Alshawwa, A. A. Kassem, R. M. Farid, S. K. Mostafa, and G. S. Labib, "Nanocarrier Drug Delivery Systems: Characterization, Limitations, Future Perspectives and Implementation of Artificial Intelligence," Pharmaceutics, vol. 14, no. 4, p. 883, 2022.
H. Gergeroglu, S. Yildirim, and M. F. Ebeoglugil, "Nano-Carbons in Biosensor Applications: An Overview of Carbon Nanotubes (CNTs) and Fullerenes (C60)," SN Appl. Sci., vol. 2, no. 7, pp. 1-15, 2020.