Direct comparison of low- and mid-frequency Raman spectroscopy for quantitative solid-state pharmaceutical analysis

被引:38
作者
Lipiainen, Tiina [1 ]
Fraser-Miller, Sara J. [2 ]
Gordon, Keith C. [2 ]
Strachan, Clare J. [1 ]
机构
[1] Univ Helsinki, Fac Pharm, Formulat & Ind Pharm, Div Pharmaceut Chem & Technol, Viikinkaari 5 E POB 56, FIN-00014 Helsinki, Finland
[2] Univ Otago, Dept Chem, Dodd Walls Ctr Photon & Quantum Technol, Union Pl West, Dunedin 9016, New Zealand
关键词
Low-frequency Raman spectroscopy; Terahertz Raman spectroscopy; Quantitative analysis; Piroxicam; Solid-state; Crystal form mixture; TERAHERTZ PULSED SPECTROSCOPY; DOSAGE FORMS; X-RAY; PIROXICAM; CRYSTALLINITY; CHEMOMETRICS; POLYMORPHISM; TRANSITIONS; SPECTRA; TABLETS;
D O I
10.1016/j.jpba.2017.11.013
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This study considers the potential of low-frequency (terahertz) Raman spectroscopy in the quantitative analysis of ternary mixtures of solid-state forms. Direct comparison between low-frequency and mid-frequency spectral regions for quantitative analysis of crystal form mixtures, without confounding sampling and instrumental variations, is reported for the first time. Piroxicam was used as a model drug, and the low-frequency spectra of piroxicam forms beta, alpha 2 and monohydrate are presented for the first time. These forms show clear spectral differences in both the low- and mid-frequency regions. Both spectral regions provided quantitative models suitable for predicting the mixture compositions using partial least squares regression (PLSR), but the low-frequency data gave better models, based on lower errors of prediction (2.7, 3.1 and 3.2% root-mean-square errors of prediction [RMSEP] values for the beta, alpha 2 and monohydrate forms, respectively) than the mid-frequency data (63, 5.4 and 4.8%, for the beta, alpha 2 and mono hydrate forms, respectively). The better performance of low-frequency Raman analysis was attributed to larger spectral differences between the solid-state forms, combined with a higher signal-to-noise ratio. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:343 / 350
页数:8
相关论文
共 36 条
[1]   In-line monitoring of solid-state transitions during fluidisation [J].
Aaltonen, Jaakko ;
Kogermann, Karin ;
Strachan, Clare J. ;
Rantanen, Jukka .
CHEMICAL ENGINEERING SCIENCE, 2007, 62 (1-2) :408-415
[2]   Perspectives in the use of spectroscopy to characterise pharmaceutical solids [J].
Aaltonen, Jaakko ;
Gordon, Keith C. ;
Strachan, Clare J. ;
Rades, Thomas .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2008, 364 (02) :159-169
[3]  
[Anonymous], 2013, Multi- and megavariate data analysis basic principles and applications
[4]   Ultra-low frequency Stokes and anti-Stokes Raman spectroscopy at 785nm with volume holographic grating filters [J].
Carriere, James T. ;
Havermeyer, Frank .
BIOMEDICAL VIBRATIONAL SPECTROSCOPY V: ADVANCES IN RESEARCH AND INDUSTRY, 2012, 8219
[5]   An overview of recent studies on the analysis of pharmaceutical polymorphs [J].
Chieng, Norman ;
Rades, Thomas ;
Aaltonen, Jaakko .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2011, 55 (04) :618-644
[6]   Mixture design design generation, PLS analysis, and model usage [J].
Eriksson, L ;
Johansson, E ;
Wikström, C .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1998, 43 (1-2) :1-24
[7]   Spectra and structure of silicon-containing compounds.: XXXVI -: Raman and infrared spectra, conformational stability, ab initio calculations and vibrational assignment of ethyldibromosilane [J].
Guirgis, GA ;
Klaboe, P ;
Shen, SY ;
Powell, DL ;
Gruodis, A ;
Aleksa, V ;
Nielsen, CJ ;
Tao, J ;
Zheng, C ;
Durig, JR .
JOURNAL OF RAMAN SPECTROSCOPY, 2003, 34 (04) :322-336
[8]   Pharmaceutical solvates, hydrates and amorphous forms: A special emphasis on cocrystals [J].
Healy, Anne Marie ;
Worku, Zelalem Ayenew ;
Kumar, Dinesh ;
Madi, Atif M. .
ADVANCED DRUG DELIVERY REVIEWS, 2017, 117 :25-46
[9]   The contribution of Raman spectroscopy to the analysis of phase transformations in pharmaceutical compounds [J].
Hedoux, Alain ;
Guinet, Yannick ;
Descamps, Marc .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2011, 417 (1-2) :17-31
[10]   Quantifying ternary mixtures of different solid-state forms of indomethacin by Raman and near-infrared spectroscopy [J].
Heinz, Andrea ;
Savolainen, Marja ;
Rades, Thomas ;
Strachan, Clare J. .
EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2007, 32 (03) :182-192