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Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals
INTRODUCTION: Cardiovascular disease (CVD) is the leading cause of mortality worldwide and is the leading cause of death in the US. Lipid dysregulation is a well-known precursor to metabolic diseases, including CVD. There is a growing body of literature that suggests MRI-derived epicardial fat volum...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207321/ https://www.ncbi.nlm.nih.gov/pubmed/35734277 http://dx.doi.org/10.3389/fcvm.2022.889985 |
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author | Leandro, Ana Cristina Michael, Laura F. Almeida, Marcio Kuokkanen, Mikko Huynh, Kevin Giles, Corey Duong, Thy Diego, Vincent P. Duggirala, Ravindranath Clarke, Geoffrey D. Blangero, John Meikle, Peter J. Curran, Joanne E. |
author_facet | Leandro, Ana Cristina Michael, Laura F. Almeida, Marcio Kuokkanen, Mikko Huynh, Kevin Giles, Corey Duong, Thy Diego, Vincent P. Duggirala, Ravindranath Clarke, Geoffrey D. Blangero, John Meikle, Peter J. Curran, Joanne E. |
author_sort | Leandro, Ana Cristina |
collection | PubMed |
description | INTRODUCTION: Cardiovascular disease (CVD) is the leading cause of mortality worldwide and is the leading cause of death in the US. Lipid dysregulation is a well-known precursor to metabolic diseases, including CVD. There is a growing body of literature that suggests MRI-derived epicardial fat volume, or epicardial adipose tissue (EAT) volume, is linked to the development of coronary artery disease. Interestingly, epicardial fat is also actively involved in lipid and energy homeostasis, with epicardial adipose tissue having a greater capacity for release and uptake of free fatty acids. However, there is a scarcity of knowledge on the influence of plasma lipids on EAT volume. AIM: The focus of this study is on the identification of novel lipidomic species associated with CMRI-derived measures of epicardial fat in Mexican American individuals. METHODS: We performed lipidomic profiling on 200 Mexican American individuals. High-throughput mass spectrometry enabled rapid capture of precise lipidomic profiles, providing measures of 799 unique species from circulating plasma samples. Because of our extended pedigree design, we utilized a standard quantitative genetic linear mixed model analysis to determine whether lipids were correlated with EAT by formally testing for association between each lipid species and the CMRI epicardial fat phenotype. RESULTS: After correction for multiple testing using the FDR approach, we identified 135 lipid species showing significant association with epicardial fat. Of those, 131 lipid species were positively correlated with EAT, where increased circulating lipid levels were correlated with increased epicardial fat. Interestingly, the top 10 lipid species associated with an increased epicardial fat volume were from the deoxyceramide (Cer(m)) and triacylglycerol (TG) families. Deoxyceramides are atypical and neurotoxic sphingolipids. Triacylglycerols are an abundant lipid class and comprise the bulk of storage fat in tissues. Pathologically elevated TG and Cer(m) levels are related to CVD risk and, in our study, to EAT volume. CONCLUSION: Our results indicate that specific lipid abnormalities such as enriched saturated triacylglycerols and the presence of toxic ceramides Cer(m) in plasma of our individuals could precede CVD with increased EAT volume. |
format | Online Article Text |
id | pubmed-9207321 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92073212022-06-21 Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals Leandro, Ana Cristina Michael, Laura F. Almeida, Marcio Kuokkanen, Mikko Huynh, Kevin Giles, Corey Duong, Thy Diego, Vincent P. Duggirala, Ravindranath Clarke, Geoffrey D. Blangero, John Meikle, Peter J. Curran, Joanne E. Front Cardiovasc Med Cardiovascular Medicine INTRODUCTION: Cardiovascular disease (CVD) is the leading cause of mortality worldwide and is the leading cause of death in the US. Lipid dysregulation is a well-known precursor to metabolic diseases, including CVD. There is a growing body of literature that suggests MRI-derived epicardial fat volume, or epicardial adipose tissue (EAT) volume, is linked to the development of coronary artery disease. Interestingly, epicardial fat is also actively involved in lipid and energy homeostasis, with epicardial adipose tissue having a greater capacity for release and uptake of free fatty acids. However, there is a scarcity of knowledge on the influence of plasma lipids on EAT volume. AIM: The focus of this study is on the identification of novel lipidomic species associated with CMRI-derived measures of epicardial fat in Mexican American individuals. METHODS: We performed lipidomic profiling on 200 Mexican American individuals. High-throughput mass spectrometry enabled rapid capture of precise lipidomic profiles, providing measures of 799 unique species from circulating plasma samples. Because of our extended pedigree design, we utilized a standard quantitative genetic linear mixed model analysis to determine whether lipids were correlated with EAT by formally testing for association between each lipid species and the CMRI epicardial fat phenotype. RESULTS: After correction for multiple testing using the FDR approach, we identified 135 lipid species showing significant association with epicardial fat. Of those, 131 lipid species were positively correlated with EAT, where increased circulating lipid levels were correlated with increased epicardial fat. Interestingly, the top 10 lipid species associated with an increased epicardial fat volume were from the deoxyceramide (Cer(m)) and triacylglycerol (TG) families. Deoxyceramides are atypical and neurotoxic sphingolipids. Triacylglycerols are an abundant lipid class and comprise the bulk of storage fat in tissues. Pathologically elevated TG and Cer(m) levels are related to CVD risk and, in our study, to EAT volume. CONCLUSION: Our results indicate that specific lipid abnormalities such as enriched saturated triacylglycerols and the presence of toxic ceramides Cer(m) in plasma of our individuals could precede CVD with increased EAT volume. Frontiers Media S.A. 2022-06-06 /pmc/articles/PMC9207321/ /pubmed/35734277 http://dx.doi.org/10.3389/fcvm.2022.889985 Text en Copyright © 2022 Leandro, Michael, Almeida, Kuokkanen, Huynh, Giles, Duong, Diego, Duggirala, Clarke, Blangero, Meikle and Curran. 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 | Cardiovascular Medicine Leandro, Ana Cristina Michael, Laura F. Almeida, Marcio Kuokkanen, Mikko Huynh, Kevin Giles, Corey Duong, Thy Diego, Vincent P. Duggirala, Ravindranath Clarke, Geoffrey D. Blangero, John Meikle, Peter J. Curran, Joanne E. Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title | Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title_full | Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title_fullStr | Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title_full_unstemmed | Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title_short | Influence of the Human Lipidome on Epicardial Fat Volume in Mexican American Individuals |
title_sort | influence of the human lipidome on epicardial fat volume in mexican american individuals |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9207321/ https://www.ncbi.nlm.nih.gov/pubmed/35734277 http://dx.doi.org/10.3389/fcvm.2022.889985 |
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