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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
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.
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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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