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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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.
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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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