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

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%<sub>w/w</sub>), three paddle speeds, and two filler ratios. Instrument-related variability was assessed through verification runs at 1.00%<sub>w/w</sub> drug load using a second LIF spectrometer prototype. Step-change experiments (1.00% → 0.90% → 1.10%<sub>w/w</sub>) 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.

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Publication Details

Journal
Analytical Chemistry
Published
2026-02-18
DOI
https://doi.org/10.1021/acs.analchem.5c06314
Primary Topic
Spectroscopy and Chemometric Analyses
Type
article
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article

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

Andrew E. Anderson, Denílson Mendes de Oliveira, Gregory Doddridge, Chris Vervaet et al.
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Spectroscopy and Chemometric Analyses
article

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

Andrew E. Anderson, Denílson Mendes de Oliveira, Gregory Doddridge, Chris Vervaet, T. Van den Kerkhof, Valérie Vanhoorne, Mario Hellings, Philip John Deamer, Peter Brush, William F. Hug, Gordon R. Lambertus, Ke Hong, L. Bouckaert, T. De Beer, R. Bhartia, Ken Nguyen, Tomas Vermeire, Zhenqi Shi, Ray Reid, Dong Xiang, Jason Micklewright
article en

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%<sub>w/w</sub>), three paddle speeds, and two filler ratios. Instrument-related variability was assessed through verification runs at 1.00%<sub>w/w</sub> drug load using a second LIF spectrometer prototype. Step-change experiments (1.00% → 0.90% → 1.10%<sub>w/w</sub>) 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.

Analytical ChemistryVol. 98(8)
Roche (Switzerland) (CH), Merck & Co., Inc., Rahway, NJ, USA (United States) (US), Bristol-Myers Squibb (Germany) (DE), Eli Lilly (United States) (US), Pfizer (United States) (US), Analytical Services (US), AbbVie (United States) (US), Ghent University (BE), Manufacturing Technology Centre (United Kingdom) (GB), EP Analytics (United States) (US), Photon Systems (United States) (US), Johnson & Johnson (Israel) (IL), Drug Discovery Laboratory (Norway) (NO), Synthetic Biologics (United States) (US), AbbVie (Japan)
Openalex Percentile: Top 50%
Spectroscopy and Chemometric Analyses
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