Towards precision medicine: defining and characterizing adipose tissue dysfunction to identify early immunometabolic risk in symptom-free adults from the GEMM family study

Interactions between macrophages and adipocytes are early molecular factors influencing adipose tissue (AT) dysfunction, resulting in high leptin, low adiponectin circulating levels and low-grade metaflammation, leading to insulin resistance (IR) with increased cardiovascular risk. We report the cha...

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Veröffentlicht in:Adipocyte 2020-01, Vol.9 (1), p.153-169
Hauptverfasser: Rodriguez-Ayala, Ernesto, Gallegos-Cabrales, Esther C., Gonzalez-Lopez, Laura, Laviada-Molina, Hugo A., Salinas-Osornio, Rocio A., Nava-Gonzalez, Edna J., Leal-Berumen, Irene, Escudero-Lourdes, Claudia, Escalante-Araiza, Fabiola, Buenfil-Rello, Fatima A., Peschard, Vanessa-Giselle, Laviada-Nagel, Antonio, Silva, Eliud, Veloz-Garza, Rosa A., Martinez-Hernandez, Angelica, Barajas-Olmos, Francisco M., Molina-Segui, Fernanda, Gonzalez-Ramirez, Lucia, Espadas-Olivera, Rebeca, Lopez-Muñoz, Ricardo, Arjona-Villicaña, Ruy D., Hernandez-Escalante, Victor M., Rodriguez-Arellano, Martha E., Gaytan-Saucedo, Janeth F., Vaquera, Zoila, Acebo-Martinez, Monica, Cornejo-Barrera, Judith, Jancy Andrea, Huertas-Quintero, Castillo-Pineda, Juan Carlos, Murillo-Ramirez, Areli, Diaz-Tena, Sara P., Figueroa-Nuñez, Benigno, Valencia-Rendon, Melesio E., Garzon-Zamora, Rafael, Viveros-Paredes, Juan Manuel, Ángeles-Chimal, José, Santa-Olalla Tapia, Jesús, Remes-Troche, José M., Valdovinos-Chavez, Salvador B., Huerta-Avila, Eira E., Lopez-Alvarenga, Juan Carlos, Comuzzie, Anthony G, Haack, Karin, Han, Xianlin, Orozco, Lorena, Weintraub, Susan, Kent, Jack W., Cole, Shelley A., Bastarrachea, Raul A.
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container_title Adipocyte
container_volume 9
creator Rodriguez-Ayala, Ernesto
Gallegos-Cabrales, Esther C.
Gonzalez-Lopez, Laura
Laviada-Molina, Hugo A.
Salinas-Osornio, Rocio A.
Nava-Gonzalez, Edna J.
Leal-Berumen, Irene
Escudero-Lourdes, Claudia
Escalante-Araiza, Fabiola
Buenfil-Rello, Fatima A.
Peschard, Vanessa-Giselle
Laviada-Nagel, Antonio
Silva, Eliud
Veloz-Garza, Rosa A.
Martinez-Hernandez, Angelica
Barajas-Olmos, Francisco M.
Molina-Segui, Fernanda
Gonzalez-Ramirez, Lucia
Espadas-Olivera, Rebeca
Lopez-Muñoz, Ricardo
Arjona-Villicaña, Ruy D.
Hernandez-Escalante, Victor M.
Rodriguez-Arellano, Martha E.
Gaytan-Saucedo, Janeth F.
Vaquera, Zoila
Acebo-Martinez, Monica
Cornejo-Barrera, Judith
Jancy Andrea, Huertas-Quintero
Castillo-Pineda, Juan Carlos
Murillo-Ramirez, Areli
Diaz-Tena, Sara P.
Figueroa-Nuñez, Benigno
Valencia-Rendon, Melesio E.
Garzon-Zamora, Rafael
Viveros-Paredes, Juan Manuel
Ángeles-Chimal, José
Santa-Olalla Tapia, Jesús
Remes-Troche, José M.
Valdovinos-Chavez, Salvador B.
Huerta-Avila, Eira E.
Lopez-Alvarenga, Juan Carlos
Comuzzie, Anthony G
Haack, Karin
Han, Xianlin
Orozco, Lorena
Weintraub, Susan
Kent, Jack W.
Cole, Shelley A.
Bastarrachea, Raul A.
description Interactions between macrophages and adipocytes are early molecular factors influencing adipose tissue (AT) dysfunction, resulting in high leptin, low adiponectin circulating levels and low-grade metaflammation, leading to insulin resistance (IR) with increased cardiovascular risk. We report the characterization of AT dysfunction through measurements of the adiponectin/leptin ratio (ALR), the adipo-insulin resistance index (Adipo-IRi), fasting/postprandial (F/P) immunometabolic phenotyping and direct F/P differential gene expression in AT biopsies obtained from symptom-free adults from the GEMM family study. AT dysfunction was evaluated through associations of the ALR with F/P insulin-glucose axis, lipid-lipoprotein metabolism, and inflammatory markers. A relevant pattern of negative associations between decreased ALR and markers of systemic low-grade metaflammation, HOMA, and postprandial cardiovascular risk hyperinsulinemic, triglyceride and GLP-1 curves was found. We also analysed their plasma non-coding microRNAs and shotgun lipidomics profiles finding trends that may reflect a pattern of adipose tissue dysfunction in the fed and fasted state. Direct gene differential expression data showed initial patterns of AT molecular signatures of key immunometabolic genes involved in AT expansion, angiogenic remodelling and immune cell migration. These data reinforce the central, early role of AT dysfunction at the molecular and systemic level in the pathogenesis of IR and immunometabolic disorders.
doi_str_mv 10.1080/21623945.2020.1743116
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We report the characterization of AT dysfunction through measurements of the adiponectin/leptin ratio (ALR), the adipo-insulin resistance index (Adipo-IRi), fasting/postprandial (F/P) immunometabolic phenotyping and direct F/P differential gene expression in AT biopsies obtained from symptom-free adults from the GEMM family study. AT dysfunction was evaluated through associations of the ALR with F/P insulin-glucose axis, lipid-lipoprotein metabolism, and inflammatory markers. A relevant pattern of negative associations between decreased ALR and markers of systemic low-grade metaflammation, HOMA, and postprandial cardiovascular risk hyperinsulinemic, triglyceride and GLP-1 curves was found. We also analysed their plasma non-coding microRNAs and shotgun lipidomics profiles finding trends that may reflect a pattern of adipose tissue dysfunction in the fed and fasted state. Direct gene differential expression data showed initial patterns of AT molecular signatures of key immunometabolic genes involved in AT expansion, angiogenic remodelling and immune cell migration. 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We report the characterization of AT dysfunction through measurements of the adiponectin/leptin ratio (ALR), the adipo-insulin resistance index (Adipo-IRi), fasting/postprandial (F/P) immunometabolic phenotyping and direct F/P differential gene expression in AT biopsies obtained from symptom-free adults from the GEMM family study. AT dysfunction was evaluated through associations of the ALR with F/P insulin-glucose axis, lipid-lipoprotein metabolism, and inflammatory markers. A relevant pattern of negative associations between decreased ALR and markers of systemic low-grade metaflammation, HOMA, and postprandial cardiovascular risk hyperinsulinemic, triglyceride and GLP-1 curves was found. We also analysed their plasma non-coding microRNAs and shotgun lipidomics profiles finding trends that may reflect a pattern of adipose tissue dysfunction in the fed and fasted state. Direct gene differential expression data showed initial patterns of AT molecular signatures of key immunometabolic genes involved in AT expansion, angiogenic remodelling and immune cell migration. These data reinforce the central, early role of AT dysfunction at the molecular and systemic level in the pathogenesis of IR and immunometabolic disorders.</description><subject>Adipose Tissue - metabolism</subject><subject>Adipose tissue dysfunction</subject><subject>Adult</subject><subject>Cohort Studies</subject><subject>Fasting</subject><subject>Female</subject><subject>Humans</subject><subject>immunometabolism</subject><subject>Insulin Resistance</subject><subject>Lipids - blood</subject><subject>Male</subject><subject>non-coding microRNAs</subject><subject>Phenotype</subject><subject>postprandial tissue biopsies</subject><subject>Precision Medicine</subject><subject>Risk Factors</subject><subject>shotgun lipidomics</subject><issn>2162-3945</issn><issn>2162-397X</issn><issn>2162-397X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>0YH</sourceid><sourceid>EIF</sourceid><sourceid>DOA</sourceid><recordid>eNp9ks1uEzEUhUcIRKvQRwB5ySbFf_MTFghUlVKpFZsisbPu2NeJy4wdbA_V8Eq8JE6TVnSDN7aO7_2OdX2q6jWjp4x29B1nDRcrWZ9yyovUSsFY86w63ulLsWq_P388y_qoOknplpbV0LqR7GV1JDhvedfy4-rPTbiDaBLZRtQuueDJiMZp5_E9MWidd35NwBuiNxBBZ4zu971k3DYkJNmlNCExc7KT13kHyIE4gz47OxOEOMzEjePkw4gZ-jA4TaJLP4jzJM3jNodxaSNiIU5DTsTGMJK8QXJxfn1NLIyuAFKezPyqemFhSHhy2BfVt8_nN2dflldfLy7PPl0tdS1kXuqG2l5z21Mu7KrMy1AAbS3Ytl-1wkqktGO1FLXU2gpAYEzqTqxM6Wh6IRbV5Z5rAtyqbXQjxFkFcOpeCHGtIGanB1Rd3bblC_SKSZSt4IBYrEAAF11jDBTWhz1rO_VlsLqMJcLwBPr0xruNWodfqmW1aMojF9XbAyCGnxOmrEaXNA4DeAxTUsWo61gnWVdK632pjiGliPbRhlG1y416yI3a5UYdclP63vz7xseuh5SUgo_7AudtiCPchTgYlWEeQrQRfAmOEv_3-Atpbtfz</recordid><startdate>20200101</startdate><enddate>20200101</enddate><creator>Rodriguez-Ayala, Ernesto</creator><creator>Gallegos-Cabrales, Esther C.</creator><creator>Gonzalez-Lopez, Laura</creator><creator>Laviada-Molina, Hugo A.</creator><creator>Salinas-Osornio, Rocio A.</creator><creator>Nava-Gonzalez, Edna J.</creator><creator>Leal-Berumen, Irene</creator><creator>Escudero-Lourdes, Claudia</creator><creator>Escalante-Araiza, Fabiola</creator><creator>Buenfil-Rello, Fatima A.</creator><creator>Peschard, Vanessa-Giselle</creator><creator>Laviada-Nagel, Antonio</creator><creator>Silva, Eliud</creator><creator>Veloz-Garza, Rosa A.</creator><creator>Martinez-Hernandez, Angelica</creator><creator>Barajas-Olmos, Francisco M.</creator><creator>Molina-Segui, Fernanda</creator><creator>Gonzalez-Ramirez, Lucia</creator><creator>Espadas-Olivera, Rebeca</creator><creator>Lopez-Muñoz, Ricardo</creator><creator>Arjona-Villicaña, Ruy D.</creator><creator>Hernandez-Escalante, Victor M.</creator><creator>Rodriguez-Arellano, Martha E.</creator><creator>Gaytan-Saucedo, Janeth F.</creator><creator>Vaquera, Zoila</creator><creator>Acebo-Martinez, Monica</creator><creator>Cornejo-Barrera, Judith</creator><creator>Jancy Andrea, Huertas-Quintero</creator><creator>Castillo-Pineda, Juan Carlos</creator><creator>Murillo-Ramirez, Areli</creator><creator>Diaz-Tena, Sara P.</creator><creator>Figueroa-Nuñez, Benigno</creator><creator>Valencia-Rendon, Melesio E.</creator><creator>Garzon-Zamora, Rafael</creator><creator>Viveros-Paredes, Juan Manuel</creator><creator>Ángeles-Chimal, José</creator><creator>Santa-Olalla Tapia, Jesús</creator><creator>Remes-Troche, José M.</creator><creator>Valdovinos-Chavez, Salvador B.</creator><creator>Huerta-Avila, Eira E.</creator><creator>Lopez-Alvarenga, Juan Carlos</creator><creator>Comuzzie, Anthony G</creator><creator>Haack, Karin</creator><creator>Han, Xianlin</creator><creator>Orozco, Lorena</creator><creator>Weintraub, Susan</creator><creator>Kent, Jack W.</creator><creator>Cole, Shelley A.</creator><creator>Bastarrachea, Raul A.</creator><general>Taylor &amp; 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Gallegos-Cabrales, Esther C. ; Gonzalez-Lopez, Laura ; Laviada-Molina, Hugo A. ; Salinas-Osornio, Rocio A. ; Nava-Gonzalez, Edna J. ; Leal-Berumen, Irene ; Escudero-Lourdes, Claudia ; Escalante-Araiza, Fabiola ; Buenfil-Rello, Fatima A. ; Peschard, Vanessa-Giselle ; Laviada-Nagel, Antonio ; Silva, Eliud ; Veloz-Garza, Rosa A. ; Martinez-Hernandez, Angelica ; Barajas-Olmos, Francisco M. ; Molina-Segui, Fernanda ; Gonzalez-Ramirez, Lucia ; Espadas-Olivera, Rebeca ; Lopez-Muñoz, Ricardo ; Arjona-Villicaña, Ruy D. ; Hernandez-Escalante, Victor M. ; Rodriguez-Arellano, Martha E. ; Gaytan-Saucedo, Janeth F. ; Vaquera, Zoila ; Acebo-Martinez, Monica ; Cornejo-Barrera, Judith ; Jancy Andrea, Huertas-Quintero ; Castillo-Pineda, Juan Carlos ; Murillo-Ramirez, Areli ; Diaz-Tena, Sara P. ; Figueroa-Nuñez, Benigno ; Valencia-Rendon, Melesio E. ; Garzon-Zamora, Rafael ; Viveros-Paredes, Juan Manuel ; Ángeles-Chimal, José ; Santa-Olalla Tapia, Jesús ; Remes-Troche, José M. ; Valdovinos-Chavez, Salvador B. ; Huerta-Avila, Eira E. ; Lopez-Alvarenga, Juan Carlos ; Comuzzie, Anthony G ; Haack, Karin ; Han, Xianlin ; Orozco, Lorena ; Weintraub, Susan ; Kent, Jack W. ; Cole, Shelley A. ; Bastarrachea, Raul A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c534t-c60fbc2fb023f9108d0aacffaf7b973f4e008154354ccf3aea114c839db026b33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adipose Tissue - metabolism</topic><topic>Adipose tissue dysfunction</topic><topic>Adult</topic><topic>Cohort Studies</topic><topic>Fasting</topic><topic>Female</topic><topic>Humans</topic><topic>immunometabolism</topic><topic>Insulin Resistance</topic><topic>Lipids - blood</topic><topic>Male</topic><topic>non-coding microRNAs</topic><topic>Phenotype</topic><topic>postprandial tissue biopsies</topic><topic>Precision Medicine</topic><topic>Risk Factors</topic><topic>shotgun lipidomics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rodriguez-Ayala, Ernesto</creatorcontrib><creatorcontrib>Gallegos-Cabrales, Esther C.</creatorcontrib><creatorcontrib>Gonzalez-Lopez, Laura</creatorcontrib><creatorcontrib>Laviada-Molina, Hugo A.</creatorcontrib><creatorcontrib>Salinas-Osornio, Rocio A.</creatorcontrib><creatorcontrib>Nava-Gonzalez, Edna J.</creatorcontrib><creatorcontrib>Leal-Berumen, Irene</creatorcontrib><creatorcontrib>Escudero-Lourdes, Claudia</creatorcontrib><creatorcontrib>Escalante-Araiza, Fabiola</creatorcontrib><creatorcontrib>Buenfil-Rello, Fatima A.</creatorcontrib><creatorcontrib>Peschard, Vanessa-Giselle</creatorcontrib><creatorcontrib>Laviada-Nagel, Antonio</creatorcontrib><creatorcontrib>Silva, Eliud</creatorcontrib><creatorcontrib>Veloz-Garza, Rosa A.</creatorcontrib><creatorcontrib>Martinez-Hernandez, Angelica</creatorcontrib><creatorcontrib>Barajas-Olmos, Francisco M.</creatorcontrib><creatorcontrib>Molina-Segui, Fernanda</creatorcontrib><creatorcontrib>Gonzalez-Ramirez, Lucia</creatorcontrib><creatorcontrib>Espadas-Olivera, Rebeca</creatorcontrib><creatorcontrib>Lopez-Muñoz, Ricardo</creatorcontrib><creatorcontrib>Arjona-Villicaña, Ruy D.</creatorcontrib><creatorcontrib>Hernandez-Escalante, Victor M.</creatorcontrib><creatorcontrib>Rodriguez-Arellano, Martha E.</creatorcontrib><creatorcontrib>Gaytan-Saucedo, Janeth F.</creatorcontrib><creatorcontrib>Vaquera, Zoila</creatorcontrib><creatorcontrib>Acebo-Martinez, Monica</creatorcontrib><creatorcontrib>Cornejo-Barrera, Judith</creatorcontrib><creatorcontrib>Jancy Andrea, Huertas-Quintero</creatorcontrib><creatorcontrib>Castillo-Pineda, Juan Carlos</creatorcontrib><creatorcontrib>Murillo-Ramirez, Areli</creatorcontrib><creatorcontrib>Diaz-Tena, Sara P.</creatorcontrib><creatorcontrib>Figueroa-Nuñez, Benigno</creatorcontrib><creatorcontrib>Valencia-Rendon, Melesio E.</creatorcontrib><creatorcontrib>Garzon-Zamora, Rafael</creatorcontrib><creatorcontrib>Viveros-Paredes, Juan Manuel</creatorcontrib><creatorcontrib>Ángeles-Chimal, José</creatorcontrib><creatorcontrib>Santa-Olalla Tapia, Jesús</creatorcontrib><creatorcontrib>Remes-Troche, José M.</creatorcontrib><creatorcontrib>Valdovinos-Chavez, Salvador B.</creatorcontrib><creatorcontrib>Huerta-Avila, Eira E.</creatorcontrib><creatorcontrib>Lopez-Alvarenga, Juan Carlos</creatorcontrib><creatorcontrib>Comuzzie, Anthony G</creatorcontrib><creatorcontrib>Haack, Karin</creatorcontrib><creatorcontrib>Han, Xianlin</creatorcontrib><creatorcontrib>Orozco, Lorena</creatorcontrib><creatorcontrib>Weintraub, Susan</creatorcontrib><creatorcontrib>Kent, Jack W.</creatorcontrib><creatorcontrib>Cole, Shelley A.</creatorcontrib><creatorcontrib>Bastarrachea, Raul A.</creatorcontrib><collection>Taylor &amp; Francis Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Adipocyte</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rodriguez-Ayala, Ernesto</au><au>Gallegos-Cabrales, Esther C.</au><au>Gonzalez-Lopez, Laura</au><au>Laviada-Molina, Hugo A.</au><au>Salinas-Osornio, Rocio A.</au><au>Nava-Gonzalez, Edna J.</au><au>Leal-Berumen, Irene</au><au>Escudero-Lourdes, Claudia</au><au>Escalante-Araiza, Fabiola</au><au>Buenfil-Rello, Fatima A.</au><au>Peschard, Vanessa-Giselle</au><au>Laviada-Nagel, Antonio</au><au>Silva, Eliud</au><au>Veloz-Garza, Rosa A.</au><au>Martinez-Hernandez, Angelica</au><au>Barajas-Olmos, Francisco M.</au><au>Molina-Segui, Fernanda</au><au>Gonzalez-Ramirez, Lucia</au><au>Espadas-Olivera, Rebeca</au><au>Lopez-Muñoz, Ricardo</au><au>Arjona-Villicaña, Ruy D.</au><au>Hernandez-Escalante, Victor M.</au><au>Rodriguez-Arellano, Martha E.</au><au>Gaytan-Saucedo, Janeth F.</au><au>Vaquera, Zoila</au><au>Acebo-Martinez, Monica</au><au>Cornejo-Barrera, Judith</au><au>Jancy Andrea, Huertas-Quintero</au><au>Castillo-Pineda, Juan Carlos</au><au>Murillo-Ramirez, Areli</au><au>Diaz-Tena, Sara P.</au><au>Figueroa-Nuñez, Benigno</au><au>Valencia-Rendon, Melesio E.</au><au>Garzon-Zamora, Rafael</au><au>Viveros-Paredes, Juan Manuel</au><au>Ángeles-Chimal, José</au><au>Santa-Olalla Tapia, Jesús</au><au>Remes-Troche, José M.</au><au>Valdovinos-Chavez, Salvador B.</au><au>Huerta-Avila, Eira E.</au><au>Lopez-Alvarenga, Juan Carlos</au><au>Comuzzie, Anthony G</au><au>Haack, Karin</au><au>Han, Xianlin</au><au>Orozco, Lorena</au><au>Weintraub, Susan</au><au>Kent, Jack W.</au><au>Cole, Shelley A.</au><au>Bastarrachea, Raul A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Towards precision medicine: defining and characterizing adipose tissue dysfunction to identify early immunometabolic risk in symptom-free adults from the GEMM family study</atitle><jtitle>Adipocyte</jtitle><addtitle>Adipocyte</addtitle><date>2020-01-01</date><risdate>2020</risdate><volume>9</volume><issue>1</issue><spage>153</spage><epage>169</epage><pages>153-169</pages><issn>2162-3945</issn><issn>2162-397X</issn><eissn>2162-397X</eissn><abstract>Interactions between macrophages and adipocytes are early molecular factors influencing adipose tissue (AT) dysfunction, resulting in high leptin, low adiponectin circulating levels and low-grade metaflammation, leading to insulin resistance (IR) with increased cardiovascular risk. We report the characterization of AT dysfunction through measurements of the adiponectin/leptin ratio (ALR), the adipo-insulin resistance index (Adipo-IRi), fasting/postprandial (F/P) immunometabolic phenotyping and direct F/P differential gene expression in AT biopsies obtained from symptom-free adults from the GEMM family study. AT dysfunction was evaluated through associations of the ALR with F/P insulin-glucose axis, lipid-lipoprotein metabolism, and inflammatory markers. A relevant pattern of negative associations between decreased ALR and markers of systemic low-grade metaflammation, HOMA, and postprandial cardiovascular risk hyperinsulinemic, triglyceride and GLP-1 curves was found. We also analysed their plasma non-coding microRNAs and shotgun lipidomics profiles finding trends that may reflect a pattern of adipose tissue dysfunction in the fed and fasted state. Direct gene differential expression data showed initial patterns of AT molecular signatures of key immunometabolic genes involved in AT expansion, angiogenic remodelling and immune cell migration. These data reinforce the central, early role of AT dysfunction at the molecular and systemic level in the pathogenesis of IR and immunometabolic disorders.</abstract><cop>United States</cop><pub>Taylor &amp; Francis</pub><pmid>32272872</pmid><doi>10.1080/21623945.2020.1743116</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-0966-8766</orcidid><orcidid>https://orcid.org/0000-0001-8574-7899</orcidid><orcidid>https://orcid.org/0000-0001-8478-9659</orcidid><orcidid>https://orcid.org/0000-0003-3436-4163</orcidid><orcidid>https://orcid.org/0000-0001-6659-1980</orcidid><orcidid>https://orcid.org/0000-0001-7984-588X</orcidid><orcidid>https://orcid.org/0000-0003-0475-2798</orcidid><orcidid>https://orcid.org/0000-0003-0508-4023</orcidid><orcidid>https://orcid.org/0000-0002-4034-3062</orcidid><orcidid>https://orcid.org/0000-0001-9883-2988</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adipose Tissue - metabolism
Adipose tissue dysfunction
Adult
Cohort Studies
Fasting
Female
Humans
immunometabolism
Insulin Resistance
Lipids - blood
Male
non-coding microRNAs
Phenotype
postprandial tissue biopsies
Precision Medicine
Risk Factors
shotgun lipidomics
title Towards precision medicine: defining and characterizing adipose tissue dysfunction to identify early immunometabolic risk in symptom-free adults from the GEMM family study
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