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Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk

Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyze 208 breast milk samples as part of a larger research study. Comprehensive qualitative and quantitative analysis was carried out using chemometric methods: principal component analysis (PCA)...

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Autores principales: Bērziņš, Kārlis, Harrison, Samuel D.L., Leong, Claudia, Fraser-Miller, Sara J., Harper, Michelle J., Diana, Aly, Gibson, Rosalind S., Houghton, Lisa A., Gordon, Keith C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7684643/
https://www.ncbi.nlm.nih.gov/pubmed/33017792
http://dx.doi.org/10.1016/j.saa.2020.118982
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author Bērziņš, Kārlis
Harrison, Samuel D.L.
Leong, Claudia
Fraser-Miller, Sara J.
Harper, Michelle J.
Diana, Aly
Gibson, Rosalind S.
Houghton, Lisa A.
Gordon, Keith C.
author_facet Bērziņš, Kārlis
Harrison, Samuel D.L.
Leong, Claudia
Fraser-Miller, Sara J.
Harper, Michelle J.
Diana, Aly
Gibson, Rosalind S.
Houghton, Lisa A.
Gordon, Keith C.
author_sort Bērziņš, Kārlis
collection PubMed
description Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyze 208 breast milk samples as part of a larger research study. Comprehensive qualitative and quantitative analysis was carried out using chemometric methods: principal component analysis (PCA) and partial least squares (PLS) regression. The obtained information on the main macronutrients (protein, fat and carbohydrate) were primarily evaluated in relation to the available metadata of the samples, where study location and respective primary food sources revealed a stronger differentiation in fat composition than its absolute content. The limitations and challenges of using both spectroscopic techniques for the type of analysis are also highlighted.
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spelling pubmed-76846432021-02-05 Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk Bērziņš, Kārlis Harrison, Samuel D.L. Leong, Claudia Fraser-Miller, Sara J. Harper, Michelle J. Diana, Aly Gibson, Rosalind S. Houghton, Lisa A. Gordon, Keith C. Spectrochim Acta A Mol Biomol Spectrosc Article Raman and attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy were used to analyze 208 breast milk samples as part of a larger research study. Comprehensive qualitative and quantitative analysis was carried out using chemometric methods: principal component analysis (PCA) and partial least squares (PLS) regression. The obtained information on the main macronutrients (protein, fat and carbohydrate) were primarily evaluated in relation to the available metadata of the samples, where study location and respective primary food sources revealed a stronger differentiation in fat composition than its absolute content. The limitations and challenges of using both spectroscopic techniques for the type of analysis are also highlighted. Elsevier 2021-02-05 /pmc/articles/PMC7684643/ /pubmed/33017792 http://dx.doi.org/10.1016/j.saa.2020.118982 Text en © 2020 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bērziņš, Kārlis
Harrison, Samuel D.L.
Leong, Claudia
Fraser-Miller, Sara J.
Harper, Michelle J.
Diana, Aly
Gibson, Rosalind S.
Houghton, Lisa A.
Gordon, Keith C.
Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title_full Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title_fullStr Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title_full_unstemmed Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title_short Qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
title_sort qualitative and quantitative vibrational spectroscopic analysis of macronutrients in breast milk
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7684643/
https://www.ncbi.nlm.nih.gov/pubmed/33017792
http://dx.doi.org/10.1016/j.saa.2020.118982
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