Literature DB >> 33672675

Testing the Limits of a Portable NIR Spectrometer: Content Uniformity of Complex Powder Mixtures Followed by Calibration Transfer for In-Line Blend Monitoring.

Tibor Casian1, Alexandru Gavan2, Sonia Iurian1, Alina Porfire1, Valentin Toma3, Rares Stiufiuc3, Ioan Tomuta1.   

Abstract

(1) Background: Portable NIR spectrometers gain more and more ground in the field of Process Analytical Technology due to the easy on-site flexibility and interfacing versatility. These advantages that originate from the instrument miniaturization, also come with a downside with respect to performance compared to benchtop devices. The objective of this work was to evaluate the performance of MicroNIR in a pharmaceutical powder blend application, having three active ingredients and 5 excipients. (2)
Methods: Spectral data was recorded in reflectance mode using static and dynamic acquisition, on calibration set samples developed using an experimental design. (3)
Results: The developed method accurately predicted the content uniformity of these complex mixtures, moreover it was validated in the entire calibration range using ±10% acceptance limits. With respect to at-line prediction, the method presented lower performance compared to a previously studied benchtop spectrometer. Regarding the in-line monitoring of the blending process, it was shown that the spectral variability-induced by dynamic acquisition could be efficiently managed using spectral pre-processing. (4) Conclusions: The in-line process monitoring resulted in accurate concentration profiles, highlighting differences in the mixing behaviour of the investigated ingredients. For the low dose component homogeneity was not reached due to an inefficient dispersive mixing.

Entities:  

Keywords:  PAT; blending; multivariate calibration; portable NIR; validation

Mesh:

Substances:

Year:  2021        PMID: 33672675      PMCID: PMC7924328          DOI: 10.3390/molecules26041129

Source DB:  PubMed          Journal:  Molecules        ISSN: 1420-3049            Impact factor:   4.411


  23 in total

1.  Harmonization of strategies for the validation of quantitative analytical procedures. A SFSTP proposal--Part I.

Authors:  Ph Hubert; J-J Nguyen-Huu; B Boulanger; E Chapuzet; P Chiap; N Cohen; P-A Compagnon; W Dewé; M Feinberg; M Lallier; M Laurentie; N Mercier; G Muzard; C Nivet; L Valat
Journal:  J Pharm Biomed Anal       Date:  2004-11-15       Impact factor: 3.935

2.  Applications of NIR in early stage formulation development. Part II. Content uniformity evaluation of low dose tablets by principal component analysis.

Authors:  Weiyong Li; Laurent Bagnol; Maxine Berman; Renato A Chiarella; Michael Gerber
Journal:  Int J Pharm       Date:  2009-07-02       Impact factor: 5.875

3.  Near infrared spectroscopy for rapid and in-line detection of particle size distribution variability in lactose during mixing.

Authors:  Wee Beng Lee; Effendi Widjaja; Paul Wan Sia Heng; Lai Wah Chan
Journal:  Int J Pharm       Date:  2019-06-03       Impact factor: 5.875

4.  Assessment of blend uniformity in a continuous tablet manufacturing process.

Authors:  Nobel O Sierra-Vega; Andrés Román-Ospino; James Scicolone; Fernando J Muzzio; Rodolfo J Romañach; Rafael Méndez
Journal:  Int J Pharm       Date:  2019-02-11       Impact factor: 5.875

5.  Development, validation and comparison of near infrared and Raman spectroscopic methods for fast characterization of tablets with amlodipine and valsartan.

Authors:  Tibor Casian; Andra Reznek; Andreea Loredana Vonica-Gligor; Jeroen Van Renterghem; Thomas De Beer; Ioan Tomuță
Journal:  Talanta       Date:  2017-02-07       Impact factor: 6.057

6.  In situ monitoring of powder blending by non-invasive Raman spectrometry with wide area illumination.

Authors:  Pamela Allan; Luke J Bellamy; Alison Nordon; David Littlejohn; John Andrews; Paul Dallin
Journal:  J Pharm Biomed Anal       Date:  2012-12-13       Impact factor: 3.935

7.  High-throughput NIR-chemometric methods for determination of drug content and pharmaceutical properties of indapamide tablets.

Authors:  Ioan Tomuta; Lucia Rus; Rares Iovanov; Luca Liviu Rus
Journal:  J Pharm Biomed Anal       Date:  2012-12-22       Impact factor: 3.935

8.  In-line monitoring of the drug content of powder mixtures and tablets by near-infrared spectroscopy during the continuous direct compression tableting process.

Authors:  Kristiina Järvinen; Wolfgang Hoehe; Maiju Järvinen; Sami Poutiainen; Mikko Juuti; Sven Borchert
Journal:  Eur J Pharm Sci       Date:  2013-01-10       Impact factor: 4.384

9.  Use of near-infrared spectroscopy to quantify drug content on a continuous blending process: influence of mass flow and rotation speed variations.

Authors:  Lizbeth Martínez; Antonio Peinado; Lorenz Liesum; Gabriele Betz
Journal:  Eur J Pharm Biopharm       Date:  2013-02-16       Impact factor: 5.571

10.  Residence time distribution modelling and in line monitoring of drug concentration in a tablet press feed frame containing dead zones.

Authors:  Shinji Tanimura; Ravendra Singh; Andrés D Román-Ospino; Marianthi Ierapetritou
Journal:  Int J Pharm       Date:  2020-11-05       Impact factor: 5.875

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  1 in total

Review 1.  Challenges and Opportunities of Implementing Data Fusion in Process Analytical Technology-A Review.

Authors:  Tibor Casian; Brigitta Nagy; Béla Kovács; Dorián László Galata; Edit Hirsch; Attila Farkas
Journal:  Molecules       Date:  2022-07-28       Impact factor: 4.927

  1 in total

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