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Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest

In this paper, we describe how we applied LBD techniques to discover lecithin cholesterol acyltransferase (LCAT) as a druggable target for cardiac arrest. We fully describe our process which includes the use of high-throughput metabolomic analysis to identify metabolites significantly related to car...

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Autores principales: Henry, Sam, Wijesinghe, D. Shanaka, Myers, Aidan, McInnes, Bridget T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8267364/
https://www.ncbi.nlm.nih.gov/pubmed/34250435
http://dx.doi.org/10.3389/frma.2021.644728
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author Henry, Sam
Wijesinghe, D. Shanaka
Myers, Aidan
McInnes, Bridget T.
author_facet Henry, Sam
Wijesinghe, D. Shanaka
Myers, Aidan
McInnes, Bridget T.
author_sort Henry, Sam
collection PubMed
description In this paper, we describe how we applied LBD techniques to discover lecithin cholesterol acyltransferase (LCAT) as a druggable target for cardiac arrest. We fully describe our process which includes the use of high-throughput metabolomic analysis to identify metabolites significantly related to cardiac arrest, and how we used LBD to gain insights into how these metabolites relate to cardiac arrest. These insights lead to our proposal (for the first time) of LCAT as a druggable target; the effects of which are supported by in vivo studies which were brought forth by this work. Metabolites are the end product of many biochemical pathways within the human body. Observed changes in metabolite levels are indicative of changes in these pathways, and provide valuable insights toward the cause, progression, and treatment of diseases. Following cardiac arrest, we observed changes in metabolite levels pre- and post-resuscitation. We used LBD to help discover diseases implicitly linked via these metabolites of interest. Results of LBD indicated a strong link between Fish Eye disease and cardiac arrest. Since fish eye disease is characterized by an LCAT deficiency, it began an investigation into the effects of LCAT and cardiac arrest survival. In the investigation, we found that decreased LCAT activity may increase cardiac arrest survival rates by increasing ω-3 polyunsaturated fatty acid availability in circulation. We verified the effects of ω-3 polyunsaturated fatty acids on increasing survival rate following cardiac arrest via in vivo with rat models.
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spelling pubmed-82673642021-07-10 Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest Henry, Sam Wijesinghe, D. Shanaka Myers, Aidan McInnes, Bridget T. Front Res Metr Anal Research Metrics and Analytics In this paper, we describe how we applied LBD techniques to discover lecithin cholesterol acyltransferase (LCAT) as a druggable target for cardiac arrest. We fully describe our process which includes the use of high-throughput metabolomic analysis to identify metabolites significantly related to cardiac arrest, and how we used LBD to gain insights into how these metabolites relate to cardiac arrest. These insights lead to our proposal (for the first time) of LCAT as a druggable target; the effects of which are supported by in vivo studies which were brought forth by this work. Metabolites are the end product of many biochemical pathways within the human body. Observed changes in metabolite levels are indicative of changes in these pathways, and provide valuable insights toward the cause, progression, and treatment of diseases. Following cardiac arrest, we observed changes in metabolite levels pre- and post-resuscitation. We used LBD to help discover diseases implicitly linked via these metabolites of interest. Results of LBD indicated a strong link between Fish Eye disease and cardiac arrest. Since fish eye disease is characterized by an LCAT deficiency, it began an investigation into the effects of LCAT and cardiac arrest survival. In the investigation, we found that decreased LCAT activity may increase cardiac arrest survival rates by increasing ω-3 polyunsaturated fatty acid availability in circulation. We verified the effects of ω-3 polyunsaturated fatty acids on increasing survival rate following cardiac arrest via in vivo with rat models. Frontiers Media S.A. 2021-06-25 /pmc/articles/PMC8267364/ /pubmed/34250435 http://dx.doi.org/10.3389/frma.2021.644728 Text en Copyright © 2021 Henry, Wijesinghe, Myers and McInnes. 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 Research Metrics and Analytics
Henry, Sam
Wijesinghe, D. Shanaka
Myers, Aidan
McInnes, Bridget T.
Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title_full Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title_fullStr Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title_full_unstemmed Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title_short Using Literature Based Discovery to Gain Insights Into the Metabolomic Processes of Cardiac Arrest
title_sort using literature based discovery to gain insights into the metabolomic processes of cardiac arrest
topic Research Metrics and Analytics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8267364/
https://www.ncbi.nlm.nih.gov/pubmed/34250435
http://dx.doi.org/10.3389/frma.2021.644728
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