Evidence map›Paper›PMID 38967296›Full record

ArticleObesity (Silver Spring, Md.)2024

The subcutaneous adipose transcriptome identifies a molecular signature of insulin resistance shared with visceral adipose.

Mona Mashayekhi, Quanhu Sheng, Samuel S Bailin, Lucas Massier, Jiawei Zhong, Mingjian Shi, Celestine N Wanjalla, Thomas J Wang, T Alp Ikizler, Kevin D Niswender and 13 more

Abstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Caspase-6 Controls Lipid and Energy Metabolism in Diet-Induced Obesity.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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  8. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Mona MashayekhiDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0003-0331-2395
Quanhu ShengDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0001-8951-9295
Samuel S BailinDivision of Infectious Disease, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Lucas MassierDepartment of Medicine, Karolinska Institutet, Huddinge, Sweden.
Jiawei ZhongDepartment of Medicine, Karolinska Institutet, Huddinge, Sweden.ORCID 0000-0002-2802-0770
Mingjian ShiDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Celestine N WanjallaDivision of Infectious Disease, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Thomas J WangDepartment of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA.
T Alp IkizlerDivision of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Kevin D NiswenderDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Curtis L GabrielDivision of Gastroenterology, Hepatology and Nutrition, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Julia PalaciosDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Rachel Turgeon-JonesDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Cassandra F ReynoldsDivision of Cardiology, Vanderbilt Translational and Clinical Cardiovascular Research Center, Nashville, Tennessee, USA.
James M LutherDivision of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Nancy J BrownYale School of Medicine, New Haven, Connecticut, USA.
Saumya DasCardiology Division, Massachusetts General Hospital, Boston, Massachusetts, USA.
Ingrid DahlmanDepartment of Clinical Science and Education, Karolinska Institutet, Stockholm, Sweden.
Jonathan D MosleyDivision of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
John R KoetheDivision of Infectious Disease, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Mikael RydénDepartment of Medicine, Karolinska Institutet, Huddinge, Sweden.
Katherine N BachmannDivision of Diabetes, Endocrinology and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Ravi V ShahDivision of Cardiology, Vanderbilt Translational and Clinical Cardiovascular Research Center, Nashville, Tennessee, USA.

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
Translational Analysis CoreP30DK058404 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI MARY Kay WASHINGTON · 2002 to 2026
$29.9M
Vanderbilt Diabetes Research CenterP30DK020593 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI OWEN P MCGUINNESS · 2012 to 2026
$29.3M
TRANSGENIC MOUSE/ ES CELL SHARES RESOURCESP60DK020593 · NIDDK · VANDERBILT UNIVERSITY · PI ELASY, TOM A · 1986 to 2011
$28.1M
Tennessee CFAR: Implementation of Culturally Responsive Trauma-Informed Care with Youth with HIV in Memphis, TNP30AI110527 · NIAID · VANDERBILT UNIVERSITY MEDICAL CENTER · PI John Koethe · 2015 to 2026
$27.5M
Institutional Career Development CoreKL2TR002245 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Julie A. Bastarache · 2017 to 2026
$9.3M
Translational Research in Endocrinology And Diabetes (TREAD)T32DK007061 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Sarah S Jaser, KEVIN D NISWENDER · 1986 to 2026
$8.0M
Functional role and therapeutic targeting of exosomes and extracellular RNA biomarkers in heart failureR35HL150807 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI Saumya Das · 2020 to 2026
$6.7M
The Role of Adipose-Resident T Cells in HIV-Associated Glucose IntoleranceR01DK112262 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI KOETHE, JOHN · 2017 to 2021
$3.8M
Virtual metabolomics as a discovery tool for novel cardiometabolic disease biologyR01HL142856 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI FERGUSON, JANE F, MOSLEY, JONATHAN DAVID · 2019 to 2023
$2.7M
Vanderbilt SCHolars in HIV and Heart, Lung, Blood, and Sleep ReSearch (V-SCHoLARS, K12)K12HL143956 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI FREIBERG, MATTHEW S, KOETHE, JOHN · 2018 to 2022
$1.6M
American Heart Association 17SFRN33520017Burroughs Wellcome Fund 1021480CSRD VA IK2 CX001678Doris Duke Charitable Foundation CSDA 2021193National Institute of Allergy and Infectious Diseases P30AI110527NCATS NIH HHS 5UL1TR002243NCATS NIH HHS KL2 TR002245NCATS NIH HHS KL2TR002245NCATS NIH HHS UL1 TR000445NCATS NIH HHS UL1TR000445NCATS NIH HHS UL1 TR002243NHLBI NIH HHS K12 HL143956NHLBI NIH HHS K23 HL156759NHLBI NIH HHS K23 HL159351NHLBI NIH HHS R01 HL142856NHLBI NIH HHS R01-HL142856NHLBI NIH HHS R35 HL150807NIAID NIH HHS P30 AI110527NIDDK NIH HHS DK020593NIDDK NIH HHS DK112262NIDDK NIH HHS DK135414NIDDK NIH HHS K23 DK135414NIDDK NIH HHS P30 DK020593NIDDK NIH HHS P30 DK058404NIDDK NIH HHS R01 DK112262NIDDK NIH HHS T32 DK007061NIDDK NIH HHS T32DK007061U.S. Department of Veterans Affairs CX001678
6 · The paper itself

Abstract

objectiveThe objective of this study was to identify the transcriptional landscape of insulin resistance (IR) in subcutaneous adipose tissue (SAT) in humans across the spectrum of obesity.

methodsWe used SAT RNA sequencing in 220 individuals with metabolic phenotyping.

resultsWe identified a 35-gene signature with high predictive accuracy for homeostatic model of IR that was expressed across a variety of non-immune cell populations. We observed primarily "protective" IR associations for adipocyte transcripts and "deleterious" associations for macrophage transcripts, as well as a high concordance between SAT and visceral adipose tissue (VAT). Multiple SAT genes exhibited dynamic expression 5 years after weight loss surgery and with insulin stimulation. Using available expression quantitative trait loci in SAT and/or VAT, we demonstrated similar genetic effect sizes of SAT and VAT on type 2 diabetes and BMI.

conclusionsSAT is conventionally viewed as a metabolic buffer for lipid deposition during positive energy balance, whereas VAT is viewed as a dominant contributor to and prime mediator of IR and cardiometabolic disease risk. Our results implicate a dynamic transcriptional architecture of IR that resides in both immune and non-immune populations in SAT and is shared with VAT, nuancing the current VAT-centric concept of IR in humans.

Indexed as

Insulin ResistanceIntra-Abdominal FatObesitySubcutaneous FatTranscriptomeAdipocytesAdultBody Mass IndexDiabetes Mellitus, Type 2FemaleHumansMaleMiddle AgedQuantitative Trait Loci

Identifiers

PMID38967296
PMCPMC11269023

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.