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Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages

Background: Alzheimer Disease (AD) is the most prevalent dementia. However, the physiopathological mechanisms involved in its development are unclear. In this sense, a multi-omics approach could provide some progress. Methods: Epigenomic and lipidomic analysis were carried out in plasma samples from...

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Autores principales: Peña-Bautista, Carmen, Álvarez-Sánchez, Lourdes, Cañada-Martínez, Antonio José, Baquero, Miguel, Cháfer-Pericás, Consuelo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698767/
https://www.ncbi.nlm.nih.gov/pubmed/34944628
http://dx.doi.org/10.3390/biomedicines9121812
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author Peña-Bautista, Carmen
Álvarez-Sánchez, Lourdes
Cañada-Martínez, Antonio José
Baquero, Miguel
Cháfer-Pericás, Consuelo
author_facet Peña-Bautista, Carmen
Álvarez-Sánchez, Lourdes
Cañada-Martínez, Antonio José
Baquero, Miguel
Cháfer-Pericás, Consuelo
author_sort Peña-Bautista, Carmen
collection PubMed
description Background: Alzheimer Disease (AD) is the most prevalent dementia. However, the physiopathological mechanisms involved in its development are unclear. In this sense, a multi-omics approach could provide some progress. Methods: Epigenomic and lipidomic analysis were carried out in plasma samples from patients with mild cognitive impairment (MCI) due to AD (n = 22), and healthy controls (n = 5). Then, omics integration between microRNAs (miRNAs) and lipids was performed by Sparse Partial Least Squares (s-PLS) regression and target genes for the selected miRNAs were identified. Results: 25 miRNAs and 25 lipids with higher loadings in the sPLS regression were selected. Lipids from phosphatidylethanolamines (PE), lysophosphatidylcholines (LPC), ceramides, phosphatidylcholines (PC), triglycerides (TG) and several long chain fatty acids families were identified as differentially expressed in AD. Among them, several fatty acids showed strong positive correlations with miRNAs studied. In fact, these miRNAs regulated genes implied in fatty acids metabolism, as elongation of very long-chain fatty acids (ELOVL), and fatty acid desaturases (FADs). Conclusions: The lipidomic–epigenomic integration showed that several lipids and miRNAs were differentially expressed in AD, being the fatty acids mechanisms potentially involved in the disease development. However, further work about targeted analysis should be carried out in a larger cohort, in order to validate these preliminary results and study the proposed pathways in detail.
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spelling pubmed-86987672021-12-24 Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages Peña-Bautista, Carmen Álvarez-Sánchez, Lourdes Cañada-Martínez, Antonio José Baquero, Miguel Cháfer-Pericás, Consuelo Biomedicines Communication Background: Alzheimer Disease (AD) is the most prevalent dementia. However, the physiopathological mechanisms involved in its development are unclear. In this sense, a multi-omics approach could provide some progress. Methods: Epigenomic and lipidomic analysis were carried out in plasma samples from patients with mild cognitive impairment (MCI) due to AD (n = 22), and healthy controls (n = 5). Then, omics integration between microRNAs (miRNAs) and lipids was performed by Sparse Partial Least Squares (s-PLS) regression and target genes for the selected miRNAs were identified. Results: 25 miRNAs and 25 lipids with higher loadings in the sPLS regression were selected. Lipids from phosphatidylethanolamines (PE), lysophosphatidylcholines (LPC), ceramides, phosphatidylcholines (PC), triglycerides (TG) and several long chain fatty acids families were identified as differentially expressed in AD. Among them, several fatty acids showed strong positive correlations with miRNAs studied. In fact, these miRNAs regulated genes implied in fatty acids metabolism, as elongation of very long-chain fatty acids (ELOVL), and fatty acid desaturases (FADs). Conclusions: The lipidomic–epigenomic integration showed that several lipids and miRNAs were differentially expressed in AD, being the fatty acids mechanisms potentially involved in the disease development. However, further work about targeted analysis should be carried out in a larger cohort, in order to validate these preliminary results and study the proposed pathways in detail. MDPI 2021-12-02 /pmc/articles/PMC8698767/ /pubmed/34944628 http://dx.doi.org/10.3390/biomedicines9121812 Text en © 2021 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 Communication
Peña-Bautista, Carmen
Álvarez-Sánchez, Lourdes
Cañada-Martínez, Antonio José
Baquero, Miguel
Cháfer-Pericás, Consuelo
Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title_full Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title_fullStr Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title_full_unstemmed Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title_short Epigenomics and Lipidomics Integration in Alzheimer Disease: Pathways Involved in Early Stages
title_sort epigenomics and lipidomics integration in alzheimer disease: pathways involved in early stages
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698767/
https://www.ncbi.nlm.nih.gov/pubmed/34944628
http://dx.doi.org/10.3390/biomedicines9121812
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