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Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test

[Image: see text] Lipoprotein profiling of human blood by (1)H nuclear magnetic resonance (NMR) spectroscopy is a rapid and promising approach to monitor health and disease states in medicine and nutrition. However, lack of standardization of measurement protocols has prevented the use of NMR-based...

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Autores principales: Monsonis Centelles, Sandra, Hoefsloot, Huub C. J., Khakimov, Bekzod, Ebrahimi, Parvaneh, Lind, Mads V., Kristensen, Mette, de Roo, Niels, Jacobs, Doris M., van Duynhoven, John, Cannet, Claire, Fang, Fang, Humpfer, Eberhard, Schäfer, Hartmut, Spraul, Manfred, Engelsen, Søren B., Smilde, Age K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2017
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5541326/
https://www.ncbi.nlm.nih.gov/pubmed/28692288
http://dx.doi.org/10.1021/acs.analchem.7b01329
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author Monsonis Centelles, Sandra
Hoefsloot, Huub C. J.
Khakimov, Bekzod
Ebrahimi, Parvaneh
Lind, Mads V.
Kristensen, Mette
de Roo, Niels
Jacobs, Doris M.
van Duynhoven, John
Cannet, Claire
Fang, Fang
Humpfer, Eberhard
Schäfer, Hartmut
Spraul, Manfred
Engelsen, Søren B.
Smilde, Age K.
author_facet Monsonis Centelles, Sandra
Hoefsloot, Huub C. J.
Khakimov, Bekzod
Ebrahimi, Parvaneh
Lind, Mads V.
Kristensen, Mette
de Roo, Niels
Jacobs, Doris M.
van Duynhoven, John
Cannet, Claire
Fang, Fang
Humpfer, Eberhard
Schäfer, Hartmut
Spraul, Manfred
Engelsen, Søren B.
Smilde, Age K.
author_sort Monsonis Centelles, Sandra
collection PubMed
description [Image: see text] Lipoprotein profiling of human blood by (1)H nuclear magnetic resonance (NMR) spectroscopy is a rapid and promising approach to monitor health and disease states in medicine and nutrition. However, lack of standardization of measurement protocols has prevented the use of NMR-based lipoprotein profiling in metastudies. In this study, a standardized NMR measurement protocol was applied in a ring test performed across three different laboratories in Europe on plasma and serum samples from 28 individuals. Data was evaluated in terms of (i) spectral differences, (ii) differences in LPD predictions obtained using an existing prediction model, and (iii) agreement of predictions with cholesterol concentrations in high- and low-density lipoproteins (HDL and LDL) particles measured by standardized clinical assays. ANOVA-simultaneous component analysis (ASCA) of the ring test spectral ensemble that contains methylene and methyl peaks (1.4–0.6 ppm) showed that 97.99% of the variance in the data is related to subject, 1.62% to sample type (serum or plasma), and 0.39% to laboratory. This interlaboratory variation is in fact smaller than the maximum acceptable intralaboratory variation on quality control samples. It is also shown that the reproducibility between laboratories is good enough for the LPD predictions to be exchangeable when the standardized NMR measurement protocol is followed. With the successful implementation of this protocol, which results in reproducible prediction of lipoprotein distributions across laboratories, a step is taken toward bringing NMR more into scope of prognostic and diagnostic biomarkers, reducing the need for less efficient methods such as ultracentrifugation or high-performance liquid chromatography (HPLC).
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spelling pubmed-55413262017-08-04 Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test Monsonis Centelles, Sandra Hoefsloot, Huub C. J. Khakimov, Bekzod Ebrahimi, Parvaneh Lind, Mads V. Kristensen, Mette de Roo, Niels Jacobs, Doris M. van Duynhoven, John Cannet, Claire Fang, Fang Humpfer, Eberhard Schäfer, Hartmut Spraul, Manfred Engelsen, Søren B. Smilde, Age K. Anal Chem [Image: see text] Lipoprotein profiling of human blood by (1)H nuclear magnetic resonance (NMR) spectroscopy is a rapid and promising approach to monitor health and disease states in medicine and nutrition. However, lack of standardization of measurement protocols has prevented the use of NMR-based lipoprotein profiling in metastudies. In this study, a standardized NMR measurement protocol was applied in a ring test performed across three different laboratories in Europe on plasma and serum samples from 28 individuals. Data was evaluated in terms of (i) spectral differences, (ii) differences in LPD predictions obtained using an existing prediction model, and (iii) agreement of predictions with cholesterol concentrations in high- and low-density lipoproteins (HDL and LDL) particles measured by standardized clinical assays. ANOVA-simultaneous component analysis (ASCA) of the ring test spectral ensemble that contains methylene and methyl peaks (1.4–0.6 ppm) showed that 97.99% of the variance in the data is related to subject, 1.62% to sample type (serum or plasma), and 0.39% to laboratory. This interlaboratory variation is in fact smaller than the maximum acceptable intralaboratory variation on quality control samples. It is also shown that the reproducibility between laboratories is good enough for the LPD predictions to be exchangeable when the standardized NMR measurement protocol is followed. With the successful implementation of this protocol, which results in reproducible prediction of lipoprotein distributions across laboratories, a step is taken toward bringing NMR more into scope of prognostic and diagnostic biomarkers, reducing the need for less efficient methods such as ultracentrifugation or high-performance liquid chromatography (HPLC). American Chemical Society 2017-07-10 2017-08-01 /pmc/articles/PMC5541326/ /pubmed/28692288 http://dx.doi.org/10.1021/acs.analchem.7b01329 Text en Copyright © 2017 American Chemical Society This is an open access article published under a Creative Commons Non-Commercial No Derivative Works (CC-BY-NC-ND) Attribution License (http://pubs.acs.org/page/policy/authorchoice_ccbyncnd_termsofuse.html) , which permits copying and redistribution of the article, and creation of adaptations, all for non-commercial purposes.
spellingShingle Monsonis Centelles, Sandra
Hoefsloot, Huub C. J.
Khakimov, Bekzod
Ebrahimi, Parvaneh
Lind, Mads V.
Kristensen, Mette
de Roo, Niels
Jacobs, Doris M.
van Duynhoven, John
Cannet, Claire
Fang, Fang
Humpfer, Eberhard
Schäfer, Hartmut
Spraul, Manfred
Engelsen, Søren B.
Smilde, Age K.
Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title_full Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title_fullStr Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title_full_unstemmed Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title_short Toward Reliable Lipoprotein Particle Predictions from NMR Spectra of Human Blood: An Interlaboratory Ring Test
title_sort toward reliable lipoprotein particle predictions from nmr spectra of human blood: an interlaboratory ring test
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5541326/
https://www.ncbi.nlm.nih.gov/pubmed/28692288
http://dx.doi.org/10.1021/acs.analchem.7b01329
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