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Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations
Hypertensive disorders of pregnancy are closely associated with prematurity, stillbirth, and maternal morbidity and mortality. The onset of hypertensive disorders of pregnancy (HDP) is generally noticed after the 20th week of gestation, limiting earlier intervention. The placenta is directly respons...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8712450/ https://www.ncbi.nlm.nih.gov/pubmed/34970155 http://dx.doi.org/10.3389/fphys.2021.767112 |
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author | Weingrill, Rodrigo Barbano Paladino, Sandra Luft Souza, Matheus Leite Ramos Pereira, Eduardo Manoel Marques, Aldilane Lays Xavier Silva, Elaine Cristina Oliveira da Silva Fonseca, Eduardo Jorge Ursulino, Jeferson Santana Aquino, Thiago Mendonça Bevilacqua, Estela Urschitz, Johann Silva, Jean Carl Borbely, Alexandre Urban |
author_facet | Weingrill, Rodrigo Barbano Paladino, Sandra Luft Souza, Matheus Leite Ramos Pereira, Eduardo Manoel Marques, Aldilane Lays Xavier Silva, Elaine Cristina Oliveira da Silva Fonseca, Eduardo Jorge Ursulino, Jeferson Santana Aquino, Thiago Mendonça Bevilacqua, Estela Urschitz, Johann Silva, Jean Carl Borbely, Alexandre Urban |
author_sort | Weingrill, Rodrigo Barbano |
collection | PubMed |
description | Hypertensive disorders of pregnancy are closely associated with prematurity, stillbirth, and maternal morbidity and mortality. The onset of hypertensive disorders of pregnancy (HDP) is generally noticed after the 20th week of gestation, limiting earlier intervention. The placenta is directly responsible for modulating local and systemic physiology by communicating using mechanisms such as the release of extracellular vesicles, especially exosomes. In this study, we postulated that an analysis of exosome-enriched maternal plasma could provide a more focused and applicable approach for diagnosing HDP earlier in pregnancy. Therefore, the peripheral blood plasma of 24 pregnant women (11 controls, 13 HDP) was collected between 20th and 24th gestational weeks and centrifuged for exosome enrichment. Exosome-enriched plasma samples were analyzed by Raman spectroscopy and by proton nuclear magnetic resonance metabolomics ((1)H NMR). Principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were used to analyze the Raman data, from the spectral region of 600–1,800 cm(–1), to determine its potential to discriminate between groups. Using principal component analysis, we were able to differentiate the two groups, with 89% of all variances found in the first three principal components. In patients with HDP, most significant differences in Raman bands intensity were found for sphingomyelin, acetyl CoA, methionine, DNA, RNA, phenylalanine, tryptophan, carotenoids, tyrosine, arginine, leucine, amide I and III, and phospholipids. The (1)H NMR analysis showed reduced levels of D-glucose, L-proline, L-tyrosine, glycine, and anserine in HDP, while levels of 2-hydroxyvalerate, polyunsaturated fatty acids, and very-low-density lipoprotein (VLDL) were increased. (1)H NMR results were able to assign an unknown sample to either the control or HDP groups at a precision of 88.3% using orthogonal partial least squares discriminant analysis and 87% using logistic regression analysis. Our results suggested that an analysis of exosome-enriched plasma could provide an initial assessment of placental function at the maternal-fetal interface and aid HDP diagnosis, prognosis, and treatment, as well as to detect novel, early biomarkers for HDP. |
format | Online Article Text |
id | pubmed-8712450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87124502021-12-29 Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations Weingrill, Rodrigo Barbano Paladino, Sandra Luft Souza, Matheus Leite Ramos Pereira, Eduardo Manoel Marques, Aldilane Lays Xavier Silva, Elaine Cristina Oliveira da Silva Fonseca, Eduardo Jorge Ursulino, Jeferson Santana Aquino, Thiago Mendonça Bevilacqua, Estela Urschitz, Johann Silva, Jean Carl Borbely, Alexandre Urban Front Physiol Physiology Hypertensive disorders of pregnancy are closely associated with prematurity, stillbirth, and maternal morbidity and mortality. The onset of hypertensive disorders of pregnancy (HDP) is generally noticed after the 20th week of gestation, limiting earlier intervention. The placenta is directly responsible for modulating local and systemic physiology by communicating using mechanisms such as the release of extracellular vesicles, especially exosomes. In this study, we postulated that an analysis of exosome-enriched maternal plasma could provide a more focused and applicable approach for diagnosing HDP earlier in pregnancy. Therefore, the peripheral blood plasma of 24 pregnant women (11 controls, 13 HDP) was collected between 20th and 24th gestational weeks and centrifuged for exosome enrichment. Exosome-enriched plasma samples were analyzed by Raman spectroscopy and by proton nuclear magnetic resonance metabolomics ((1)H NMR). Principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were used to analyze the Raman data, from the spectral region of 600–1,800 cm(–1), to determine its potential to discriminate between groups. Using principal component analysis, we were able to differentiate the two groups, with 89% of all variances found in the first three principal components. In patients with HDP, most significant differences in Raman bands intensity were found for sphingomyelin, acetyl CoA, methionine, DNA, RNA, phenylalanine, tryptophan, carotenoids, tyrosine, arginine, leucine, amide I and III, and phospholipids. The (1)H NMR analysis showed reduced levels of D-glucose, L-proline, L-tyrosine, glycine, and anserine in HDP, while levels of 2-hydroxyvalerate, polyunsaturated fatty acids, and very-low-density lipoprotein (VLDL) were increased. (1)H NMR results were able to assign an unknown sample to either the control or HDP groups at a precision of 88.3% using orthogonal partial least squares discriminant analysis and 87% using logistic regression analysis. Our results suggested that an analysis of exosome-enriched plasma could provide an initial assessment of placental function at the maternal-fetal interface and aid HDP diagnosis, prognosis, and treatment, as well as to detect novel, early biomarkers for HDP. Frontiers Media S.A. 2021-12-14 /pmc/articles/PMC8712450/ /pubmed/34970155 http://dx.doi.org/10.3389/fphys.2021.767112 Text en Copyright © 2021 Weingrill, Paladino, Souza, Pereira, Marques, Silva, da Silva Fonseca, Ursulino, Aquino, Bevilacqua, Urschitz, Silva and Borbely. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Weingrill, Rodrigo Barbano Paladino, Sandra Luft Souza, Matheus Leite Ramos Pereira, Eduardo Manoel Marques, Aldilane Lays Xavier Silva, Elaine Cristina Oliveira da Silva Fonseca, Eduardo Jorge Ursulino, Jeferson Santana Aquino, Thiago Mendonça Bevilacqua, Estela Urschitz, Johann Silva, Jean Carl Borbely, Alexandre Urban Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title | Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title_full | Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title_fullStr | Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title_full_unstemmed | Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title_short | Exosome-Enriched Plasma Analysis as a Tool for the Early Detection of Hypertensive Gestations |
title_sort | exosome-enriched plasma analysis as a tool for the early detection of hypertensive gestations |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8712450/ https://www.ncbi.nlm.nih.gov/pubmed/34970155 http://dx.doi.org/10.3389/fphys.2021.767112 |
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