Literature DB >> 32599486

Feasibility of a portable, low-cost near-infrared spectrophotometer for the quality screening of omega-3 dietary supplements.

Maria C Hespanhol1, Jamille Carvalho Souza2, Celio Pasquini3.   

Abstract

The quality of omega-3 supplements, commercialized at substantial high prices and supplied by several manufacturers, must be assessed. The existing reference methods to attest the quality of omega-3 supplements are based on chromatography, which requires expensive equipment, a cumbersome analytical protocol to determine the contents of the active components, and operates ex-situ. This work evaluates, comprehensively, the feasibility of a low-cost near-infrared spectrophotometer and simple chemometrics to achieve fast and robust characterization of omega-3 supplements. The necessary attention, very often neglected, to the performance of the low-cost portable equipment is highlighted, and an appropriate sample measurement protocol is established. A non-conventional way to construct multivariate regression models based on partial least square regression to evaluated the omega-3 content in the supplements was proposed using few references values and completing the data set with the label values selected using the X-Y relation outliers plots. The results showed that the simple, fast and inexpensive approach proposed could deliver in situ relevant information related to the quality of the supplements such as identification several raw materials employed in its fabrication, screening for the content of the active components, identify frauds/non-conformities, and report on unscrupulous marketing practices.
Copyright © 2020 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Low-cost NIR spectrophotometer; Multivariate analysis; Near-infrared spectroscopy (NIR); Omega-3 supplements characterization; Partial least square regression (PLSR) based on label content; Portable NIR spectrophotometer

Mesh:

Substances:

Year:  2020        PMID: 32599486     DOI: 10.1016/j.jpba.2020.113436

Source DB:  PubMed          Journal:  J Pharm Biomed Anal        ISSN: 0731-7085            Impact factor:   3.935


  3 in total

Review 1.  QCM Sensor Arrays, Electroanalytical Techniques and NIR Spectroscopy Coupled to Multivariate Analysis for Quality Assessment of Food Products, Raw Materials, Ingredients and Foodborne Pathogen Detection: Challenges and Breakthroughs.

Authors:  David K Bwambok; Noureen Siraj; Samantha Macchi; Nathaniel E Larm; Gary A Baker; Rocío L Pérez; Caitlan E Ayala; Charuksha Walgama; David Pollard; Jason D Rodriguez; Souvik Banerjee; Brianda Elzey; Isiah M Warner; Sayo O Fakayode
Journal:  Sensors (Basel)       Date:  2020-12-07       Impact factor: 3.576

2.  Improvement of Oil Valorization Extracted from Fish By-Products Using a Handheld near Infrared Spectrometer Coupled with Chemometrics.

Authors:  Sonia Nieto-Ortega; Idoia Olabarrieta; Eduardo Saitua; Gorka Arana; Giuseppe Foti; Ángela Melado-Herreros
Journal:  Foods       Date:  2022-04-10

3.  Monitoring the quality of ethanol-based hand sanitizers by low-cost near-infrared spectroscopy.

Authors:  Celio Pasquini; Maria C Hespanhol; Kaíque A M L Cruz; Alexandre F Pereira
Journal:  Microchem J       Date:  2020-08-17       Impact factor: 4.821

  3 in total

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