Cargando…

The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia

Preeclampsia is a pregnancy-specific syndrome characterized by hypertension and proteinuria after 20 weeks of gestation. However, it is not well understood what lipids are involved in the development of this condition, and even less is known how these lipids mediate its formation. To reveal the rela...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Bing, Liu, Yu, Maurya, Mano R., Benny, Paula, Lassiter, Cameron, Li, Hui, Subramaniam, Shankar, Garmire, Lana X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Biochemistry and Molecular Biology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8503628/
https://www.ncbi.nlm.nih.gov/pubmed/34547287
http://dx.doi.org/10.1016/j.jlr.2021.100118
_version_ 1784581167480045568
author He, Bing
Liu, Yu
Maurya, Mano R.
Benny, Paula
Lassiter, Cameron
Li, Hui
Subramaniam, Shankar
Garmire, Lana X.
author_facet He, Bing
Liu, Yu
Maurya, Mano R.
Benny, Paula
Lassiter, Cameron
Li, Hui
Subramaniam, Shankar
Garmire, Lana X.
author_sort He, Bing
collection PubMed
description Preeclampsia is a pregnancy-specific syndrome characterized by hypertension and proteinuria after 20 weeks of gestation. However, it is not well understood what lipids are involved in the development of this condition, and even less is known how these lipids mediate its formation. To reveal the relationship between lipids and preeclampsia, we conducted lipidomic profiling of maternal sera of 44 severe preeclamptic and 20 healthy pregnant women from a multiethnic cohort in Hawaii. Correlation network analysis showed that oxidized phospholipids have increased intercorrelations and connections in preeclampsia, whereas other lipids, including triacylglycerols, have reduced network correlations and connections. A total of 10 lipid species demonstrate significant changes uniquely associated with preeclampsia but not any other clinical confounders. These species are from the lipid classes of lysophosphatidylcholines, phosphatidylcholines (PCs), cholesteryl esters, phosphatidylethanolamines, lysophosphatidylethanolamines, and ceramides. A random forest classifier built on these lipids shows highly accurate and specific prediction (F1 statistic = 0.94; balanced accuracy = 0.88) of severe preeclampsia, demonstrating their potential as biomarkers for this condition. These lipid species are enriched in dysregulated biological pathways, including insulin signaling, immune response, and phospholipid metabolism. Moreover, causality inference shows that various PCs and lysophosphatidylcholines mediate severe preeclampsia through PC 35:1e. Our results suggest that the lipidome may play a role in the pathogenesis and serve as biomarkers of severe preeclampsia.
format Online
Article
Text
id pubmed-8503628
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher American Society for Biochemistry and Molecular Biology
record_format MEDLINE/PubMed
spelling pubmed-85036282021-10-15 The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia He, Bing Liu, Yu Maurya, Mano R. Benny, Paula Lassiter, Cameron Li, Hui Subramaniam, Shankar Garmire, Lana X. J Lipid Res Research Article Preeclampsia is a pregnancy-specific syndrome characterized by hypertension and proteinuria after 20 weeks of gestation. However, it is not well understood what lipids are involved in the development of this condition, and even less is known how these lipids mediate its formation. To reveal the relationship between lipids and preeclampsia, we conducted lipidomic profiling of maternal sera of 44 severe preeclamptic and 20 healthy pregnant women from a multiethnic cohort in Hawaii. Correlation network analysis showed that oxidized phospholipids have increased intercorrelations and connections in preeclampsia, whereas other lipids, including triacylglycerols, have reduced network correlations and connections. A total of 10 lipid species demonstrate significant changes uniquely associated with preeclampsia but not any other clinical confounders. These species are from the lipid classes of lysophosphatidylcholines, phosphatidylcholines (PCs), cholesteryl esters, phosphatidylethanolamines, lysophosphatidylethanolamines, and ceramides. A random forest classifier built on these lipids shows highly accurate and specific prediction (F1 statistic = 0.94; balanced accuracy = 0.88) of severe preeclampsia, demonstrating their potential as biomarkers for this condition. These lipid species are enriched in dysregulated biological pathways, including insulin signaling, immune response, and phospholipid metabolism. Moreover, causality inference shows that various PCs and lysophosphatidylcholines mediate severe preeclampsia through PC 35:1e. Our results suggest that the lipidome may play a role in the pathogenesis and serve as biomarkers of severe preeclampsia. American Society for Biochemistry and Molecular Biology 2021-09-20 /pmc/articles/PMC8503628/ /pubmed/34547287 http://dx.doi.org/10.1016/j.jlr.2021.100118 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
He, Bing
Liu, Yu
Maurya, Mano R.
Benny, Paula
Lassiter, Cameron
Li, Hui
Subramaniam, Shankar
Garmire, Lana X.
The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title_full The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title_fullStr The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title_full_unstemmed The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title_short The maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
title_sort maternal blood lipidome is indicative of the pathogenesis of severe preeclampsia
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8503628/
https://www.ncbi.nlm.nih.gov/pubmed/34547287
http://dx.doi.org/10.1016/j.jlr.2021.100118
work_keys_str_mv AT hebing thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT liuyu thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT mauryamanor thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT bennypaula thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT lassitercameron thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT lihui thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT subramaniamshankar thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT garmirelanax thematernalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT hebing maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT liuyu maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT mauryamanor maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT bennypaula maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT lassitercameron maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT lihui maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT subramaniamshankar maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia
AT garmirelanax maternalbloodlipidomeisindicativeofthepathogenesisofseverepreeclampsia