Cargando…
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)...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1783613043988496384 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7684643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT berzinskarlis qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT harrisonsamueldl qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT leongclaudia qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT frasermillersaraj qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT harpermichellej qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT dianaaly qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT gibsonrosalinds qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT houghtonlisaa qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk AT gordonkeithc qualitativeandquantitativevibrationalspectroscopicanalysisofmacronutrientsinbreastmilk |