Predicting the physical properties of tablets from ATR-FTIR spectra using partial least squares regression

References

• Manne R. Analysis of 2 Partial-Least-Squares algorithms for multivariate calibration. Chemometrics Intelligent Lab Syst 1987;2:187–197.
   Web of Science ®Google Scholar
• Otto M. Chemometrics: Statistics and computer application in analytical chemistry. Weinheim: Wiley-VCH; 1999.
   Google Scholar
• Chilkoti A, Schmierer AE, Perezluna V, Ratner BD. Investigating the relationship between surface-chemistry and endothelial-cell growth – partial least-squares regression of the static secondary-ion mass-spectra of oxygen-containing plasma-deposited films. Analyt Chem 1995;67:2883–2891.
   PubMed Web of Science ®Google Scholar
• Ferrari S, Ratner BD. ToF-SIMS quantification of albumin adsorbed on plasma-deposited fluoropolymers by partial least-squares regression. Surface Interface Analysis 2000;29:837–844.
   Google Scholar
• Perezluna VH, Horbett TA, Ratner BD. Developing correlations between fibrinogen adsorption and surface-properties using multivariate-statistics. J Biomed Materials Res 1994;28:1111–1126.
   PubMedGoogle Scholar
• Shen MC, Wagner MS, Castner DG, Ratner BD, Horbett TA. Multivariate surface analysis of plasma-deposited tetraglyme for reduction of protein adsorption and monocyte adhesion. Langmuir 2003;19:1692–1699.
   Web of Science ®Google Scholar
• Urquhart AJ, Taylor M, Anderson DG, Langer R, Davies MC, Alexander MR. TOF-SIMS analysis of a 576 micropatterned copolymer array to reveal surface moieties that control wettability. Analyt Chem 2008;80:135–142.
   PubMed Web of Science ®Google Scholar
• Virtanen S, Antikainen O, Yliruusi J. Determination of the crushing strength of intact tablets using Raman spectroscopy. Int J Pharm 2008;360:40–46.
   PubMedGoogle Scholar
• Haware RV, Tho I, Bauer-Brandl A. Application of multivariate methods to compression behavior evaluation of directly compressible materials. Eur J Pharm Biopharm 2009;72:148–155.
   PubMed Web of Science ®Google Scholar
• Taylor M, Urquhart AJ, Anderson DG, Langer R, Davies MC, Alexander MR. Partial Least Squares Regression as a powerful tool for investigating large combinatorial polymer libraries. Surface Interface Analysis 2009;41:127–135.
   PubMedGoogle Scholar
• Khanmohammadi M, Mobedi E, Garmarudi AB, Mobedi H, Kargosha K. Simultaneous determination of levodopa and carbidopa in levodopa-carbidopa tablets by ATR-FTIR spectrometry. Pharm Dev Technol 2007;12:573–580.
   PubMed Web of Science ®Google Scholar
• Reitz C, Strachan C, Kleinebudde P. Solid lipid extrudates as sustained-release matrices: The effect of surface structure on drug release properties. Eur J Pharm Sci 2008;35:335–343.
   PubMed Web of Science ®Google Scholar
• Wartewig S, Neubert RHH. Pharmaceutical applications of mid-IR and Raman spectroscopy. Adv Drug Deliv Rev 2005;57:1144–1170.
   PubMed Web of Science ®Google Scholar
• Taylor M, Urquhart AJ, Zelzer M, Davies MC, Alexander MR. Picoliter water contact angle measurement on polymers. Langmuir 2007;23:6875–6878.
   PubMed Web of Science ®Google Scholar
• Zhang L, Zhang LM, Li Y, Liu BP, Wang XF, Wang JD. Application and improvement of partial-least-squares in Fourier transform infrared spectroscopy. Spectrosc Spectr Anal 2005;25:1610–1613.
   Web of Science ®Google Scholar
• Xu QS, de Jong S, Lewi P, Massart DL. Partial least squares regression with Curds and Whey. Chemometrics Intelligent Lab Syst 2004;71:21–31.
   Google Scholar
• Everall EJ, Chalmers JM, Griffiths PR. Vibrational spectroscopy of polymers: Principles and practice. Chichester: John Wiley & Sons Ltd; 2007.
   Google Scholar
• Garbassi F, Morra M, Occhiello E. Polymer surfaces: From physics to technology. Chichester: John Wiley & Sons Ltd; 1998.
   Google Scholar
• Adeagbo AA, Alebiowu G. Evaluation of cocoa butter as potential lubricant for coprocessing in pharmaceutical tablets. Pharm Dev Technol 2008;13:197–204.
   PubMed Web of Science ®Google Scholar
• Socrates G. Infrared and Raman characteristic group frequencies: Tables and charts. 3rd ed. Chichester: John Wiley & Sons Ltd; 2001.
   Google Scholar
• Bolhuis GK, Smallenbroek AJ, Lerk CF.Interaction of tablet disintegrants and magnesium stearate during mixing. 1. Effect on tablet disintegration. J Pharm Sci 1981;70:1328–1330.
   PubMed Web of Science ®Google Scholar
• Williams RO, McGinity JW. Compaction properties of microcrystalline cellulose and sodium sulfathiazole in combination with talc or magnesium stearate. J Pharm Sci 1989;78:1025–1034.
   PubMed Web of Science ®Google Scholar
• Lerk CF, Bolhuis GK, Smallenbroek AJ, Zuurman K. Interaction of tablet disintegrants and magnesium stearate during the mixing process before direct compression. Acta Pharmaceut Suecica 1981;18:80–80.
   Google Scholar
• Aulton MEe. Pharmaceutics: The science of dosage form design. 2nd ed. London: Churchill Livingstone; 2002.
   Google Scholar
• Bro R, Rinnan A, Faber NM. Standard error of prediction for multilinear PLS – 2. Practical implementation in fluorescence spectroscopy. Chemometrics Intelligent Lab Syst 2005;75:69–76.
   Web of Science ®Google Scholar