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...
Autores principales: | , , , , , , , |
---|---|
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 |