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Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis

The prevalence of some chronic diseases, such as cancer or neurodegenerative disorders, differs between sexes. Animal models provide an important tool to adopt potential therapies from preclinical studies to humans. Laboratory rats are the most popular animals in toxicology, neurobehavioral, or canc...

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Autores principales: Leskanicova, Andrea, Chovancova, Olga, Babincak, Marian, Verboova, Ludmila, Benetinova, Zuzana, Macekova, Denisa, Kostolny, Jozef, Smajda, Benadik, Kiskova, Terezia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287681/
https://www.ncbi.nlm.nih.gov/pubmed/32443550
http://dx.doi.org/10.3390/molecules25102353
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author Leskanicova, Andrea
Chovancova, Olga
Babincak, Marian
Verboova, Ludmila
Benetinova, Zuzana
Macekova, Denisa
Kostolny, Jozef
Smajda, Benadik
Kiskova, Terezia
author_facet Leskanicova, Andrea
Chovancova, Olga
Babincak, Marian
Verboova, Ludmila
Benetinova, Zuzana
Macekova, Denisa
Kostolny, Jozef
Smajda, Benadik
Kiskova, Terezia
author_sort Leskanicova, Andrea
collection PubMed
description The prevalence of some chronic diseases, such as cancer or neurodegenerative disorders, differs between sexes. Animal models provide an important tool to adopt potential therapies from preclinical studies to humans. Laboratory rats are the most popular animals in toxicology, neurobehavioral, or cancer research. Our study aimed to reveal the basic differences in blood metabolome (amino acids, biogenic amines, and acylcarnitines) of the adult male (n = 10) and female (n = 10) Wistar rats. Partial least square-discrimination analysis (PLS-DA) and a variance im portance in projection (VIP) score was used to identify the key sex-specific metabolites. All groups of metabolites, as the main markers of energy metabolism, showed a significant sex-dependent pattern. The most important features calculated in PLS-DA according to VIP score were free carnitine (C0), tyrosine (Tyr), and acylcarnitine C5-OH. While aromatic amino acids, such as Tyr and phenylalanine (Phe), were significantly elevated in the blood plasma of males, tryptophan (Trp) was found in higher levels in the blood plasma of females. Besides, significant sex-related changes in urea cycle were found. Our study provides an important insight into sex-specific differences in energy metabolism in rats and indicates that further studies should consider sex as the main aspect in design and data interpretation.
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spelling pubmed-72876812020-06-15 Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis Leskanicova, Andrea Chovancova, Olga Babincak, Marian Verboova, Ludmila Benetinova, Zuzana Macekova, Denisa Kostolny, Jozef Smajda, Benadik Kiskova, Terezia Molecules Article The prevalence of some chronic diseases, such as cancer or neurodegenerative disorders, differs between sexes. Animal models provide an important tool to adopt potential therapies from preclinical studies to humans. Laboratory rats are the most popular animals in toxicology, neurobehavioral, or cancer research. Our study aimed to reveal the basic differences in blood metabolome (amino acids, biogenic amines, and acylcarnitines) of the adult male (n = 10) and female (n = 10) Wistar rats. Partial least square-discrimination analysis (PLS-DA) and a variance im portance in projection (VIP) score was used to identify the key sex-specific metabolites. All groups of metabolites, as the main markers of energy metabolism, showed a significant sex-dependent pattern. The most important features calculated in PLS-DA according to VIP score were free carnitine (C0), tyrosine (Tyr), and acylcarnitine C5-OH. While aromatic amino acids, such as Tyr and phenylalanine (Phe), were significantly elevated in the blood plasma of males, tryptophan (Trp) was found in higher levels in the blood plasma of females. Besides, significant sex-related changes in urea cycle were found. Our study provides an important insight into sex-specific differences in energy metabolism in rats and indicates that further studies should consider sex as the main aspect in design and data interpretation. MDPI 2020-05-18 /pmc/articles/PMC7287681/ /pubmed/32443550 http://dx.doi.org/10.3390/molecules25102353 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Leskanicova, Andrea
Chovancova, Olga
Babincak, Marian
Verboova, Ludmila
Benetinova, Zuzana
Macekova, Denisa
Kostolny, Jozef
Smajda, Benadik
Kiskova, Terezia
Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title_full Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title_fullStr Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title_full_unstemmed Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title_short Sexual Dimorphism in Energy Metabolism of Wistar Rats Using Data Analysis
title_sort sexual dimorphism in energy metabolism of wistar rats using data analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287681/
https://www.ncbi.nlm.nih.gov/pubmed/32443550
http://dx.doi.org/10.3390/molecules25102353
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