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Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults
SIMPLE SUMMARY: There is an alarming increase of cardiovascular disease (CVD) and type 2 diabetes (T2D) in Mexican nationals and Mexican Americans. Studying adipose tissue (AT) dysfunction and early biomarkers of cardiovascular and immunometabolic risk in Mexican nationals may have a strong impact o...
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/PMC8698545/ https://www.ncbi.nlm.nih.gov/pubmed/34943258 http://dx.doi.org/10.3390/biology10121342 |
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author | Gallegos-Cabriales, Esther C. Rodriguez-Ayala, Ernesto Laviada-Molina, Hugo A. Nava-Gonzalez, Edna J. Salinas-Osornio, Rocío A. Orozco, Lorena Leal-Berumen, Irene Castillo-Pineda, Juan Carlos Gonzalez-Lopez, Laura Escudero-Lourdes, Claudia Cornejo-Barrera, Judith Escalante-Araiza, Fabiola Huerta-Avila, Eira E. Buenfil-Rello, Fatima A. Peschard, Vanessa-Giselle Silva, Eliud Veloz-Garza, Rosa A. Martinez-Hernandez, Angelica Barajas-Olmos, Francisco M. Molina-Segui, Fernanda Gonzalez-Ramirez, Lucia Arjona-Villicaña, Ruy D. Hernandez-Escalante, Victor M. Gaytan-Saucedo, Janeth F. Vaquera, Zoila Acebo-Martinez, Monica Murillo-Ramirez, Areli Diaz-Tena, Sara P. Figueroa-Nuñez, Benigno Valencia-Rendon, Melesio E. Garzon-Zamora, Rafael Viveros-Paredes, Juan Manuel Valdovinos-Chavez, Salvador B. Comuzzie, Anthony G Haack, Karin Thorsell, Ashley A. Han, Xianlin Cole, Shelley A. Bastarrachea, Raul A. |
author_facet | Gallegos-Cabriales, Esther C. Rodriguez-Ayala, Ernesto Laviada-Molina, Hugo A. Nava-Gonzalez, Edna J. Salinas-Osornio, Rocío A. Orozco, Lorena Leal-Berumen, Irene Castillo-Pineda, Juan Carlos Gonzalez-Lopez, Laura Escudero-Lourdes, Claudia Cornejo-Barrera, Judith Escalante-Araiza, Fabiola Huerta-Avila, Eira E. Buenfil-Rello, Fatima A. Peschard, Vanessa-Giselle Silva, Eliud Veloz-Garza, Rosa A. Martinez-Hernandez, Angelica Barajas-Olmos, Francisco M. Molina-Segui, Fernanda Gonzalez-Ramirez, Lucia Arjona-Villicaña, Ruy D. Hernandez-Escalante, Victor M. Gaytan-Saucedo, Janeth F. Vaquera, Zoila Acebo-Martinez, Monica Murillo-Ramirez, Areli Diaz-Tena, Sara P. Figueroa-Nuñez, Benigno Valencia-Rendon, Melesio E. Garzon-Zamora, Rafael Viveros-Paredes, Juan Manuel Valdovinos-Chavez, Salvador B. Comuzzie, Anthony G Haack, Karin Thorsell, Ashley A. Han, Xianlin Cole, Shelley A. Bastarrachea, Raul A. |
author_sort | Gallegos-Cabriales, Esther C. |
collection | PubMed |
description | SIMPLE SUMMARY: There is an alarming increase of cardiovascular disease (CVD) and type 2 diabetes (T2D) in Mexican nationals and Mexican Americans. Studying adipose tissue (AT) dysfunction and early biomarkers of cardiovascular and immunometabolic risk in Mexican nationals may have a strong impact on future public health policies for US-born Mexican Americans and other populations of Mexican origin in the US. The goal of this study is to evaluate the early transition towards healthy/unhealthy adipose tissue expansion to identify AT dysfunction through systemic, molecular and OMICS measures in the fasting and fed states in symptom-free volunteers with no history of age-related chronic diseases in support of precision medicine and discovery. ABSTRACT: We previously reported preliminary characterization of adipose tissue (AT) dysfunction through the adiponectin/leptin ratio (ALR) and fasting/postprandial (F/P) gene expression in subcutaneous (SQ) adipose tissue (AT) biopsies obtained from participants in the GEMM study, a precision medicine research project. Here we present integrative data replication of previous findings from an increased number of GEMM symptom-free (SF) adults (N = 124) to improve characterization of early biomarkers for cardiovascular (CV)/immunometabolic risk in SF adults with AT dysfunction. We achieved this goal by taking advantage of the rich set of GEMM F/P 5 h time course data and three tissue samples collected at the same time and frequency on each adult participant (F/P blood, biopsies of SQAT and skeletal muscle (SKM)). We classified them with the presence/absence of AT dysfunction: low (<1) or high (>1) ALR. We also examined the presence of metabolically healthy (MH)/unhealthy (MUH) individuals through low-grade chronic subclinical inflammation (high sensitivity C-reactive protein (hsCRP)), whole body insulin sensitivity (Matsuda Index) and Metabolic Syndrome criteria in people with/without AT dysfunction. Molecular data directly measured from three tissues in a subset of participants allowed fine-scale multi-OMIC profiling of individual postprandial responses (RNA-seq in SKM and SQAT, miRNA from plasma exosomes and shotgun lipidomics in blood). Dynamic postprandial immunometabolic molecular endophenotypes were obtained to move towards a personalized, patient-defined medicine. This study offers an example of integrative translational research, which applies bench-to-bedside research to clinical medicine. Our F/P study design has the potential to characterize CV/immunometabolic early risk detection in support of precision medicine and discovery in SF individuals. |
format | Online Article Text |
id | pubmed-8698545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86985452021-12-24 Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults Gallegos-Cabriales, Esther C. Rodriguez-Ayala, Ernesto Laviada-Molina, Hugo A. Nava-Gonzalez, Edna J. Salinas-Osornio, Rocío A. Orozco, Lorena Leal-Berumen, Irene Castillo-Pineda, Juan Carlos Gonzalez-Lopez, Laura Escudero-Lourdes, Claudia Cornejo-Barrera, Judith Escalante-Araiza, Fabiola Huerta-Avila, Eira E. Buenfil-Rello, Fatima A. Peschard, Vanessa-Giselle Silva, Eliud Veloz-Garza, Rosa A. Martinez-Hernandez, Angelica Barajas-Olmos, Francisco M. Molina-Segui, Fernanda Gonzalez-Ramirez, Lucia Arjona-Villicaña, Ruy D. Hernandez-Escalante, Victor M. Gaytan-Saucedo, Janeth F. Vaquera, Zoila Acebo-Martinez, Monica Murillo-Ramirez, Areli Diaz-Tena, Sara P. Figueroa-Nuñez, Benigno Valencia-Rendon, Melesio E. Garzon-Zamora, Rafael Viveros-Paredes, Juan Manuel Valdovinos-Chavez, Salvador B. Comuzzie, Anthony G Haack, Karin Thorsell, Ashley A. Han, Xianlin Cole, Shelley A. Bastarrachea, Raul A. Biology (Basel) Article SIMPLE SUMMARY: There is an alarming increase of cardiovascular disease (CVD) and type 2 diabetes (T2D) in Mexican nationals and Mexican Americans. Studying adipose tissue (AT) dysfunction and early biomarkers of cardiovascular and immunometabolic risk in Mexican nationals may have a strong impact on future public health policies for US-born Mexican Americans and other populations of Mexican origin in the US. The goal of this study is to evaluate the early transition towards healthy/unhealthy adipose tissue expansion to identify AT dysfunction through systemic, molecular and OMICS measures in the fasting and fed states in symptom-free volunteers with no history of age-related chronic diseases in support of precision medicine and discovery. ABSTRACT: We previously reported preliminary characterization of adipose tissue (AT) dysfunction through the adiponectin/leptin ratio (ALR) and fasting/postprandial (F/P) gene expression in subcutaneous (SQ) adipose tissue (AT) biopsies obtained from participants in the GEMM study, a precision medicine research project. Here we present integrative data replication of previous findings from an increased number of GEMM symptom-free (SF) adults (N = 124) to improve characterization of early biomarkers for cardiovascular (CV)/immunometabolic risk in SF adults with AT dysfunction. We achieved this goal by taking advantage of the rich set of GEMM F/P 5 h time course data and three tissue samples collected at the same time and frequency on each adult participant (F/P blood, biopsies of SQAT and skeletal muscle (SKM)). We classified them with the presence/absence of AT dysfunction: low (<1) or high (>1) ALR. We also examined the presence of metabolically healthy (MH)/unhealthy (MUH) individuals through low-grade chronic subclinical inflammation (high sensitivity C-reactive protein (hsCRP)), whole body insulin sensitivity (Matsuda Index) and Metabolic Syndrome criteria in people with/without AT dysfunction. Molecular data directly measured from three tissues in a subset of participants allowed fine-scale multi-OMIC profiling of individual postprandial responses (RNA-seq in SKM and SQAT, miRNA from plasma exosomes and shotgun lipidomics in blood). Dynamic postprandial immunometabolic molecular endophenotypes were obtained to move towards a personalized, patient-defined medicine. This study offers an example of integrative translational research, which applies bench-to-bedside research to clinical medicine. Our F/P study design has the potential to characterize CV/immunometabolic early risk detection in support of precision medicine and discovery in SF individuals. MDPI 2021-12-16 /pmc/articles/PMC8698545/ /pubmed/34943258 http://dx.doi.org/10.3390/biology10121342 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 Gallegos-Cabriales, Esther C. Rodriguez-Ayala, Ernesto Laviada-Molina, Hugo A. Nava-Gonzalez, Edna J. Salinas-Osornio, Rocío A. Orozco, Lorena Leal-Berumen, Irene Castillo-Pineda, Juan Carlos Gonzalez-Lopez, Laura Escudero-Lourdes, Claudia Cornejo-Barrera, Judith Escalante-Araiza, Fabiola Huerta-Avila, Eira E. Buenfil-Rello, Fatima A. Peschard, Vanessa-Giselle Silva, Eliud Veloz-Garza, Rosa A. Martinez-Hernandez, Angelica Barajas-Olmos, Francisco M. Molina-Segui, Fernanda Gonzalez-Ramirez, Lucia Arjona-Villicaña, Ruy D. Hernandez-Escalante, Victor M. Gaytan-Saucedo, Janeth F. Vaquera, Zoila Acebo-Martinez, Monica Murillo-Ramirez, Areli Diaz-Tena, Sara P. Figueroa-Nuñez, Benigno Valencia-Rendon, Melesio E. Garzon-Zamora, Rafael Viveros-Paredes, Juan Manuel Valdovinos-Chavez, Salvador B. Comuzzie, Anthony G Haack, Karin Thorsell, Ashley A. Han, Xianlin Cole, Shelley A. Bastarrachea, Raul A. Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title | Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title_full | Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title_fullStr | Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title_full_unstemmed | Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title_short | Replication of Integrative Data Analysis for Adipose Tissue Dysfunction, Low-Grade Inflammation, Postprandial Responses and OMICs Signatures in Symptom-Free Adults |
title_sort | replication of integrative data analysis for adipose tissue dysfunction, low-grade inflammation, postprandial responses and omics signatures in symptom-free adults |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8698545/ https://www.ncbi.nlm.nih.gov/pubmed/34943258 http://dx.doi.org/10.3390/biology10121342 |
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