Nondestructive Prediction of Drug Release from Tablets Using Near-Infrared Spectroscopy
Defense Date
11-28-2007
Graduation Date
Spring 1-1-2007
Availability
Campus Only
Submission Type
thesis
Degree Name
MS
Department
Pharmaceutics
School
School of Pharmacy
Committee Chair
James K. Drennen, III
Committee Member
Carl A. Anderson
Committee Member
Peter L. D. Wildfong
Committee Member
David A. Johnson
Keywords
chemometrics, near-infrared spectroscopy (NIR), pharmaceutics, process analytical technology (PAT, tablet disintegration, tablet dissolution
Abstract
The use of Process Analytical Technology (PAT) calls for rapid, accurate, and reliable sensors to detect physical and chemical variance in samples. Near-infrared spectroscopy has been the most popular PAT tool for these reasons. Tablet dissolution testing has been a quality control standard of practice for several years. Dissolution testing, however, is a time-consuming and labor-intensive experiment. In this study, NIR spectroscopy was evaluated as a potential replacement to traditional in vitro dissolution and disintegration testing as quality control methods. The percent dissolution efficiency (%DE), percent dissolved and disintegration time were predicted for tablets manufactured by direct compression, roll compaction, and wet granulation. Predictions were made by first correlating dissolution metrics to the spectral data by partial least squares regression. Prediction of %DE, percent dissolved, and disintegration times were successfully made with low root mean squared error and high R2 for tablets analyzed by reflectance and transmittance NIR.
Format
Language
English
Recommended Citation
Voytilla, R. (2007). Nondestructive Prediction of Drug Release from Tablets Using Near-Infrared Spectroscopy (Master's thesis, Duquesne University). Retrieved from https://dsc.duq.edu/etd/1636