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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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