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A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox
In Mexican Americans, metabolic conditions, such as obesity and type 2 diabetes (T2DM), are not necessarily associated with an increase in mortality; this is the so-called Hispanic paradox. In this cross-sectional analysis, we used a metabolomic analysis to look at the mechanisms behind the Hispanic...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401672/ https://www.ncbi.nlm.nih.gov/pubmed/34436492 http://dx.doi.org/10.3390/metabo11080552 |
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author | Patterson, Jeffrey Shi, Xiaojian Bresette, William Eghlimi, Ryan Atlas, Sarah Farr, Kristin Vega-López, Sonia Gu, Haiwei |
author_facet | Patterson, Jeffrey Shi, Xiaojian Bresette, William Eghlimi, Ryan Atlas, Sarah Farr, Kristin Vega-López, Sonia Gu, Haiwei |
author_sort | Patterson, Jeffrey |
collection | PubMed |
description | In Mexican Americans, metabolic conditions, such as obesity and type 2 diabetes (T2DM), are not necessarily associated with an increase in mortality; this is the so-called Hispanic paradox. In this cross-sectional analysis, we used a metabolomic analysis to look at the mechanisms behind the Hispanic paradox. To do this, we examined dietary intake and body mass index (BMI; kg/m(2)) in men and women and their effects on serum metabolomic fingerprints in 70 Mexican Americans (26 men, 44 women). Although having different BMI values, the participants had many similar anthropometric and biochemical parameters, such as systolic and diastolic blood pressure, total cholesterol, and LDL cholesterol, which supported the paradox in these subjects. Plasma metabolomic phenotypes were measured using liquid chromatography tandem mass spectrometry (LC-MS/MS). A two-way ANOVA assessing sex, BMI, and the metabolome revealed 23 significant metabolites, such as 2-pyrrolidinone (p = 0.007), TMAO (p = 0.014), 2-aminoadipic acid (p = 0.019), and kynurenine (p = 0.032). Pathway and enrichment analyses discovered several significant metabolic pathways between men and women, including lysine degradation, tyrosine metabolism, and branch-chained amino acid (BCAA) degradation and biosynthesis. A log-transformed OPLS-DA model was employed and demonstrated a difference due to BMI in the metabolomes of both sexes. When stratified for caloric intake (<2200 kcal/d vs. >2200 kcal/d), a separate OPLS-DA model showed clear separation in men, while females remained relatively unchanged. After accounting for caloric intake and BMI status, the female metabolome showed substantial resistance to alteration. Therefore, we provide a better understanding of the Mexican-American metabolome, which may help demonstrate how this population—particularly women—possesses a longer life expectancy despite several comorbidities, and reveal the underlying mechanisms of the Hispanic paradox. |
format | Online Article Text |
id | pubmed-8401672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84016722021-08-29 A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox Patterson, Jeffrey Shi, Xiaojian Bresette, William Eghlimi, Ryan Atlas, Sarah Farr, Kristin Vega-López, Sonia Gu, Haiwei Metabolites Article In Mexican Americans, metabolic conditions, such as obesity and type 2 diabetes (T2DM), are not necessarily associated with an increase in mortality; this is the so-called Hispanic paradox. In this cross-sectional analysis, we used a metabolomic analysis to look at the mechanisms behind the Hispanic paradox. To do this, we examined dietary intake and body mass index (BMI; kg/m(2)) in men and women and their effects on serum metabolomic fingerprints in 70 Mexican Americans (26 men, 44 women). Although having different BMI values, the participants had many similar anthropometric and biochemical parameters, such as systolic and diastolic blood pressure, total cholesterol, and LDL cholesterol, which supported the paradox in these subjects. Plasma metabolomic phenotypes were measured using liquid chromatography tandem mass spectrometry (LC-MS/MS). A two-way ANOVA assessing sex, BMI, and the metabolome revealed 23 significant metabolites, such as 2-pyrrolidinone (p = 0.007), TMAO (p = 0.014), 2-aminoadipic acid (p = 0.019), and kynurenine (p = 0.032). Pathway and enrichment analyses discovered several significant metabolic pathways between men and women, including lysine degradation, tyrosine metabolism, and branch-chained amino acid (BCAA) degradation and biosynthesis. A log-transformed OPLS-DA model was employed and demonstrated a difference due to BMI in the metabolomes of both sexes. When stratified for caloric intake (<2200 kcal/d vs. >2200 kcal/d), a separate OPLS-DA model showed clear separation in men, while females remained relatively unchanged. After accounting for caloric intake and BMI status, the female metabolome showed substantial resistance to alteration. Therefore, we provide a better understanding of the Mexican-American metabolome, which may help demonstrate how this population—particularly women—possesses a longer life expectancy despite several comorbidities, and reveal the underlying mechanisms of the Hispanic paradox. MDPI 2021-08-20 /pmc/articles/PMC8401672/ /pubmed/34436492 http://dx.doi.org/10.3390/metabo11080552 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 | Article Patterson, Jeffrey Shi, Xiaojian Bresette, William Eghlimi, Ryan Atlas, Sarah Farr, Kristin Vega-López, Sonia Gu, Haiwei A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title | A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title_full | A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title_fullStr | A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title_full_unstemmed | A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title_short | A Metabolomic Analysis of the Sex-Dependent Hispanic Paradox |
title_sort | metabolomic analysis of the sex-dependent hispanic paradox |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401672/ https://www.ncbi.nlm.nih.gov/pubmed/34436492 http://dx.doi.org/10.3390/metabo11080552 |
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