Fatty Acid Determination in Human Milk Using Attenuated Total Reflection Infrared Spectroscopy and Solvent-Free Lipid Separation.
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Autores de IIS La Fe
Participantes ajenos a IIS La Fe
- Akhgar CK
- Nürnberger V
- Nadvornik M
- Schwaighofer A
- Rosenberg E
- Lendl B
Grupos
Abstract
This study introduces the first mid-infrared (IR)-based method for determining the fatty acid composition of human milk. A representative milk lipid fraction was obtained by applying a rapid and solvent-free two-step centrifugation method. Attenuated total reflection Fourier transform infrared (ATR FT-IR) spectroscopy was applied to record absorbance spectra of pure milk fat. The obtained spectra were compared to whole human milk transmission spectra, revealing the significantly higher degree of fatty acid-related spectral features in ATR FT-IR spectra. Partial least squares (PLS)-based multivariate regression equations were established by relating ATR FT-IR spectra to fatty acid reference concentrations, obtained with gas chromatography-mass spectrometry (GC-MS). Good predictions were achieved for the most important fatty acid sum parameters: saturated fatty acids (SAT, R(2)(CV) = 0.94), monounsaturated fatty acids (MONO, R(2)(CV) = 0.85), polyunsaturated fatty acids (PUFA, R(2)(CV) = 0.87), unsaturated fatty acids (UNSAT, R(2)(CV) = 0.91), short-chain fatty acids (SCFA, R(2)(CV) = 0.79), medium-chain fatty acids (MCFA, R(2)(CV) = 0.97), and long-chain fatty acids (LCFA, R(2)(CV) = 0.88). The PLS selectivity ratio (SR) was calculated in order to optimize and verify each individual calibration model. All mid-IR regions with high SR could be assigned to absorbances from fatty acids, indicating high validity of the obtained models.
Datos de la publicación
- ISSN/ISSNe:
- 0003-7028, 1943-3530
- Tipo:
- Article
- Páginas:
- 730-736
- PubMed:
- 35119320
- Factor de Impacto:
- 0,509 SCImago ℠
- Cuartil:
- Q2 SCImago ℠
APPLIED SPECTROSCOPY SAGE PUBLICATIONS INC
Citas Recibidas en Web of Science: 10
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Filiaciones
Keywords
- Mid-infrared spectroscopy; attenuated total reflection; fatty acids; human milk; partial least squares regression
Cita
Akhgar CK,Nürnberger V,Nadvornik M,RAMOS V,TEN I,KULIGOWSKI J,Schwaighofer A,Rosenberg E,Lendl B. Fatty Acid Determination in Human Milk Using Attenuated Total Reflection Infrared Spectroscopy and Solvent-Free Lipid Separation. Appl. Spectrosc. 2022. 76. (6):p. 730-736. IF:3,500. (1).
Portal de investigación