Cargando…

The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics

Introduction: Preeclampsia is a multi-system disorder unique to pregnancy responsible for a great part of maternal and perinatal morbidity and mortality. The precise pathogenesis of this complex disorder is still unrevealed. Methods: We examined the pathophysiological pathways involved in early-onse...

Descripción completa

Detalles Bibliográficos
Autores principales: Youssef, Lina, Crovetto, Francesca, Simoes, Rui Vasco, Miranda, Jezid, Paules, Cristina, Blasco, Miquel, Palomo, Marta, García-Calderó, Héctor, Tura-Ceide, Olga, Dantas, Ana Paula, Hernandez-Gea, Virginia, Herrero, Pol, Canela, Núria, Campistol, Josep Maria, Garcia-Pagan, Joan Carles, Diaz-Ricart, Maribel, Gratacos, Eduard, Crispi, Fatima
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780941/
https://www.ncbi.nlm.nih.gov/pubmed/35054479
http://dx.doi.org/10.3390/life12010086
_version_ 1784637966681899008
author Youssef, Lina
Crovetto, Francesca
Simoes, Rui Vasco
Miranda, Jezid
Paules, Cristina
Blasco, Miquel
Palomo, Marta
García-Calderó, Héctor
Tura-Ceide, Olga
Dantas, Ana Paula
Hernandez-Gea, Virginia
Herrero, Pol
Canela, Núria
Campistol, Josep Maria
Garcia-Pagan, Joan Carles
Diaz-Ricart, Maribel
Gratacos, Eduard
Crispi, Fatima
author_facet Youssef, Lina
Crovetto, Francesca
Simoes, Rui Vasco
Miranda, Jezid
Paules, Cristina
Blasco, Miquel
Palomo, Marta
García-Calderó, Héctor
Tura-Ceide, Olga
Dantas, Ana Paula
Hernandez-Gea, Virginia
Herrero, Pol
Canela, Núria
Campistol, Josep Maria
Garcia-Pagan, Joan Carles
Diaz-Ricart, Maribel
Gratacos, Eduard
Crispi, Fatima
author_sort Youssef, Lina
collection PubMed
description Introduction: Preeclampsia is a multi-system disorder unique to pregnancy responsible for a great part of maternal and perinatal morbidity and mortality. The precise pathogenesis of this complex disorder is still unrevealed. Methods: We examined the pathophysiological pathways involved in early-onset preeclampsia, a specific subgroup representing its most severe presentation, using LC-MS/MS metabolomic analysis based on multi-level extraction of lipids and small metabolites from maternal blood samples, collected at the time of diagnosis from 14 preeclamptic and six matched healthy pregnancies. Statistical analysis comprised multivariate and univariate approaches with the application of over representation analysis to identify differential pathways. Results: A clear difference between preeclamptic and control pregnancies was observed in principal component analysis. Supervised multivariate analysis using orthogonal partial least square discriminant analysis provided a robust model with goodness of fit (R(2)X = 0.91, p = 0.002) and predictive ability (Q(2)Y = 0.72, p < 0.001). Finally, univariate analysis followed by 5% false discovery rate correction indicated 82 metabolites significantly altered, corresponding to six overrepresented pathways: (1) aminoacyl-tRNA biosynthesis; (2) arginine biosynthesis; (3) alanine, aspartate and glutamate metabolism; (4) D-glutamine and D-glutamate metabolism; (5) arginine and proline metabolism; and (6) histidine metabolism. Conclusion: Metabolomic analysis focusing specifically on the early-onset severe form of preeclampsia reveals the interplay between pathophysiological pathways involved in this form. Future studies are required to explore new therapeutic approaches targeting these altered metabolic pathways in early-onset preeclampsia.
format Online
Article
Text
id pubmed-8780941
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-87809412022-01-22 The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics Youssef, Lina Crovetto, Francesca Simoes, Rui Vasco Miranda, Jezid Paules, Cristina Blasco, Miquel Palomo, Marta García-Calderó, Héctor Tura-Ceide, Olga Dantas, Ana Paula Hernandez-Gea, Virginia Herrero, Pol Canela, Núria Campistol, Josep Maria Garcia-Pagan, Joan Carles Diaz-Ricart, Maribel Gratacos, Eduard Crispi, Fatima Life (Basel) Article Introduction: Preeclampsia is a multi-system disorder unique to pregnancy responsible for a great part of maternal and perinatal morbidity and mortality. The precise pathogenesis of this complex disorder is still unrevealed. Methods: We examined the pathophysiological pathways involved in early-onset preeclampsia, a specific subgroup representing its most severe presentation, using LC-MS/MS metabolomic analysis based on multi-level extraction of lipids and small metabolites from maternal blood samples, collected at the time of diagnosis from 14 preeclamptic and six matched healthy pregnancies. Statistical analysis comprised multivariate and univariate approaches with the application of over representation analysis to identify differential pathways. Results: A clear difference between preeclamptic and control pregnancies was observed in principal component analysis. Supervised multivariate analysis using orthogonal partial least square discriminant analysis provided a robust model with goodness of fit (R(2)X = 0.91, p = 0.002) and predictive ability (Q(2)Y = 0.72, p < 0.001). Finally, univariate analysis followed by 5% false discovery rate correction indicated 82 metabolites significantly altered, corresponding to six overrepresented pathways: (1) aminoacyl-tRNA biosynthesis; (2) arginine biosynthesis; (3) alanine, aspartate and glutamate metabolism; (4) D-glutamine and D-glutamate metabolism; (5) arginine and proline metabolism; and (6) histidine metabolism. Conclusion: Metabolomic analysis focusing specifically on the early-onset severe form of preeclampsia reveals the interplay between pathophysiological pathways involved in this form. Future studies are required to explore new therapeutic approaches targeting these altered metabolic pathways in early-onset preeclampsia. MDPI 2022-01-07 /pmc/articles/PMC8780941/ /pubmed/35054479 http://dx.doi.org/10.3390/life12010086 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Youssef, Lina
Crovetto, Francesca
Simoes, Rui Vasco
Miranda, Jezid
Paules, Cristina
Blasco, Miquel
Palomo, Marta
García-Calderó, Héctor
Tura-Ceide, Olga
Dantas, Ana Paula
Hernandez-Gea, Virginia
Herrero, Pol
Canela, Núria
Campistol, Josep Maria
Garcia-Pagan, Joan Carles
Diaz-Ricart, Maribel
Gratacos, Eduard
Crispi, Fatima
The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title_full The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title_fullStr The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title_full_unstemmed The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title_short The Interplay between Pathophysiological Pathways in Early-Onset Severe Preeclampsia Unveiled by Metabolomics
title_sort interplay between pathophysiological pathways in early-onset severe preeclampsia unveiled by metabolomics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780941/
https://www.ncbi.nlm.nih.gov/pubmed/35054479
http://dx.doi.org/10.3390/life12010086
work_keys_str_mv AT yousseflina theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT crovettofrancesca theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT simoesruivasco theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT mirandajezid theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT paulescristina theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT blascomiquel theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT palomomarta theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT garciacalderohector theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT turaceideolga theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT dantasanapaula theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT hernandezgeavirginia theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT herreropol theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT canelanuria theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT campistoljosepmaria theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT garciapaganjoancarles theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT diazricartmaribel theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT gratacoseduard theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT crispifatima theinterplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT yousseflina interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT crovettofrancesca interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT simoesruivasco interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT mirandajezid interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT paulescristina interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT blascomiquel interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT palomomarta interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT garciacalderohector interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT turaceideolga interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT dantasanapaula interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT hernandezgeavirginia interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT herreropol interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT canelanuria interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT campistoljosepmaria interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT garciapaganjoancarles interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT diazricartmaribel interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT gratacoseduard interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics
AT crispifatima interplaybetweenpathophysiologicalpathwaysinearlyonsetseverepreeclampsiaunveiledbymetabolomics