Quantitative determination of fatty acid compositions in micro-encapsulated fish-oil supplements using Fourier transform infrared (FTIR) spectroscopy |
| |
Authors: | Vongsvivut Jitraporn Heraud Philip Zhang Wei Kralovec Jaroslav A McNaughton Don Barrow Colin J |
| |
Affiliation: | School of Life and Environmental Sciences, Deakin University, Pigdons Road, Waurn Ponds, Victoria 3217, Australia. p.vongsvivut@deakin.edu.au |
| |
Abstract: | The research describes a rapid method for the determination of fatty acid (FA) contents in a micro-encapsulated fish-oil (μEFO) supplement by using attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopic technique and partial least square regression (PLSR) analysis. Using the ATR-FTIR technique, the μEFO powder samples can be directly analysed without any pre-treatment required, and our developed PLSR strategic approach based on the acquired spectral data led to production of a good linear calibration with R(2)=0.99. In addition, the subsequent predictions acquired from an independent validation set for the target FA compositions (i.e., total oil, total omega-3 fatty acids, EPA and DHA) were highly accurate when compared to the actual values obtained from standard GC-based technique, with plots between predicted versus actual values resulting in excellent linear fitting (R(2)≥0.96) in all cases. The study therefore demonstrated not only the substantial advantage of the ATR-FTIR technique in terms of rapidness and cost effectiveness, but also its potential application as a rapid, potentially automated, online monitoring technique for the routine analysis of FA composition in industrial processes when used together with the multivariate data analysis modelling. |
| |
Keywords: | Micro-encapsulated fish-oil supplement Polyunsaturated fatty acids (PUFAs) Attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopy Partial least square regression (PLSR) analysis |
本文献已被 ScienceDirect PubMed 等数据库收录! |
|