A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets

The use of near infrared (NIR) spectroscopy to predict the concentration of two active pharmaceutical ingredients (APIs), paracetamol and caffeine, in intact tablets, has been evaluated in this study. A partial least squares (PLS) regression model was developed using spectral data obtained on a cali...

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Main Authors: Dana MUNTEAN, Alina PORFIRE, Cristian ALECU, Sonia IURIAN, Tibor CASIAN, Alexandru GÂVAN, Ioan TOMUTA
Format: Article
Language:English
Published: Amaltea Medical Publishing House 2021-06-01
Series:Romanian Journal of Pharmaceutical Practice
Subjects:
Online Access:https://farma.com.ro/articles/2021.2/RJPhP_2021_2_Art-02.pdf
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spelling doaj-6d5b1461819147608ab77517aa0defd72021-09-13T16:24:39ZengAmaltea Medical Publishing HouseRomanian Journal of Pharmaceutical Practice2066-55632069-66712021-06-01142687510.37897/RJPhP.2021.2.2A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tabletsDana MUNTEAN0Alina PORFIRE1Cristian ALECU2Sonia IURIAN3Tibor CASIAN4Alexandru GÂVAN5Ioan TOMUTA6Department of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaDepartment of Pharmaceutical Technology and Biopharmacy, “Iuliu Hatieganu“ University of Medicine and Pharmacy, Cluj-Napoca, RomaniaThe use of near infrared (NIR) spectroscopy to predict the concentration of two active pharmaceutical ingredients (APIs), paracetamol and caffeine, in intact tablets, has been evaluated in this study. A partial least squares (PLS) regression model was developed using spectral data obtained on a calibration set consisting of 28 formulations containing 80, 90, 100, 110 and 120% of each API. Regression models were developed for each API, both using un-processed spectral data as well as after applying various spectra pre-processing methods. Cross-validation was used to select best calibration model. The selected model was validated in terms of precision, trueness, accuracy and linearity in a concentration ranging from 90 to 110% of the targeted APIs concentration. The applicability of the method was tested on tablets containing 300 mg paracetamol and 30 mg caffeine as targeted composition, and the API content predicted by the proposed NIR-chemometric method was not statistically different from the one obtained by HPLC method, used as a reference method. Thus, the method presented in the current paper is a step forward towards the implementation NIR as useful tool for monitoring the manufacturing process of fixed-dose combination tablets with paracetamol and caffeine.https://farma.com.ro/articles/2021.2/RJPhP_2021_2_Art-02.pdfnir spectroscopychemometryparacetamolcaffeinetabletsapi assay
collection DOAJ
language English
format Article
sources DOAJ
author Dana MUNTEAN
Alina PORFIRE
Cristian ALECU
Sonia IURIAN
Tibor CASIAN
Alexandru GÂVAN
Ioan TOMUTA
spellingShingle Dana MUNTEAN
Alina PORFIRE
Cristian ALECU
Sonia IURIAN
Tibor CASIAN
Alexandru GÂVAN
Ioan TOMUTA
A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
Romanian Journal of Pharmaceutical Practice
nir spectroscopy
chemometry
paracetamol
caffeine
tablets
api assay
author_facet Dana MUNTEAN
Alina PORFIRE
Cristian ALECU
Sonia IURIAN
Tibor CASIAN
Alexandru GÂVAN
Ioan TOMUTA
author_sort Dana MUNTEAN
title A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
title_short A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
title_full A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
title_fullStr A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
title_full_unstemmed A non-destructive NIR spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
title_sort non-destructive nir spectroscopic method combined with chemometry for simultaneous assay of paracetamol and caffeine in tablets
publisher Amaltea Medical Publishing House
series Romanian Journal of Pharmaceutical Practice
issn 2066-5563
2069-6671
publishDate 2021-06-01
description The use of near infrared (NIR) spectroscopy to predict the concentration of two active pharmaceutical ingredients (APIs), paracetamol and caffeine, in intact tablets, has been evaluated in this study. A partial least squares (PLS) regression model was developed using spectral data obtained on a calibration set consisting of 28 formulations containing 80, 90, 100, 110 and 120% of each API. Regression models were developed for each API, both using un-processed spectral data as well as after applying various spectra pre-processing methods. Cross-validation was used to select best calibration model. The selected model was validated in terms of precision, trueness, accuracy and linearity in a concentration ranging from 90 to 110% of the targeted APIs concentration. The applicability of the method was tested on tablets containing 300 mg paracetamol and 30 mg caffeine as targeted composition, and the API content predicted by the proposed NIR-chemometric method was not statistically different from the one obtained by HPLC method, used as a reference method. Thus, the method presented in the current paper is a step forward towards the implementation NIR as useful tool for monitoring the manufacturing process of fixed-dose combination tablets with paracetamol and caffeine.
topic nir spectroscopy
chemometry
paracetamol
caffeine
tablets
api assay
url https://farma.com.ro/articles/2021.2/RJPhP_2021_2_Art-02.pdf
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