In-Line Blend Potency Measurements of Low-Dose Formulations Using a Novel Deep-UV LIF Probe in the Feed Frame of a Rotary Tablet Press

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Authors: Louis Bouckaert, R. Bhartia, Zhenqi Shi, Ray Reid, Ken Nguyen, Jason Micklewright, William F. Hug, Andrew E. Anderson, Tom Van den Kerkhof, Mario Hellings, Philip John Deamer, Ke Hong
+9 more Peter Brush, Tomas Vermeire, Dong Xiang, Gregory D. Doddridge, Gordon R. Lambertus, Denílson Mendes de Oliveira, Chris Vervaet, Valérie Vanhoorne, T. De Beer
Cited by: 1
References: 28

Abstract

The increasing demand for nondestructive quantification of active pharmaceutical ingredients in low-dose formulations has highlighted the sensitivity limitations of existing in-line process analytical technology tools. This study integrates a deep-UV light-induced fluorescence (LIF) sensor into the feed frame of a rotary tablet press for in-line monitoring of blend potency. Two five-component, low-dose model formulations containing caffeine or indomethacin were evaluated. Partial Least Squares (PLS) regression was used to calibrate models based on spectra collected across a range of blend potencies (0.65 to 1.35% w/w ), three paddle speeds, and two filler ratios. Instrument-related variability was assessed through verification runs at 1.00% w/w drug load using a second LIF spectrometer prototype. Step-change experiments (1.00% → 0.90% → 1.10% w/w ) were conducted to evaluate model performance for the two instruments. Results showed that higher paddle speeds and increased formulation density enhanced LIF response. Instrument-to-instrument and day-to-day variability were observed but were mitigated through chemometric modeling. After evaluating development and performance metrics, the LIF sensor demonstrated adequate sensitivity and robust performance, supporting its potential application as an in-line PAT tool for the continuous manufacturing of low-dose formulations.

Fields of Study & Subjects

Spectroscopy and Chemometric Analyses Biosensors and Analytical Detection Innovative Microfluidic and Catalytic Techniques Innovation

Publication details

Journal / source
Analytical Chemistry
Publisher
American Chemical Society (ACS)
Volume
98
Issue
8
Pages
5976–5988
Publication date
18 February 2026
Language
EN