Evidence map›Paper›PMID 21266331›Full record

ArticleDiabetes2011

Global gene expression profiles of subcutaneous adipose and muscle from glucose-tolerant, insulin-sensitive, and insulin-resistant individuals matched for BMI.

Steven C Elbein, Philip A Kern, Neda Rasouli, Aiwei Yao-Borengasser, Neeraj K Sharma, Swapan K Das

Open access · hybridAbstract read
In one paragraph

Article in Diabetes, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers.

0numbers the graph read from it
0cells of the map it votes in
72citing papers in PubMed
6.1field-weighted citation impact, top 3% of its field
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

72 citing papers in PubMed, 112 citations in OpenAlex.

  1. Review
  2. Genome-wide association study of mature cow size traits in American Angus cattle.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Article
  3. Article
  4. Insights into intramuscular adipose-muscle signaling in the diabetic lower extremity.Journal of clinical & translational endocrinology · 2025
    Article
  5. Article
  6. Article
  7. Review
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  9. Article
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  11. Article
  12. Review
  13. Review
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  15. Article
  16. Article
  17. Article
  18. New Insights Into Human Hyaluronidase 4/Chondroitin Sulphate Hydrolase.Frontiers in cell and developmental biology · 2021
    Review
  19. Article
  20. Article

12 more citing papers are in PubMed but not listed here.

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

6 authors at 4 institutions in 1 country.

Steven C ElbeinSection on Endocrinology and Metabolism, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
Philip A Kern
Neda Rasouli
Aiwei Yao-Borengasser
Neeraj K Sharma
Swapan K Das
Wake Forest University · USUniversity of Arkansas for Medical Sciences · USUniversity of Colorado Denver · USUniversity of Kentucky · US

Funding

Kentucky Center for Clinical and Translational ScienceUL1TR001998 · NCATS · UNIVERSITY OF KENTUCKY · PI HARTMANN, KATHERINE E, KERN, PHILIP A · 2016 to 2025
$34.2M
CTSA INFRASTRUCTURE FOR PEDIATRIC RESEARCHUL1RR029884 · NCRR · UNIV OF ARKANSAS FOR MED SCIS · PI LOWERY, CURTIS L · 2009 to 2011
$11.4M
THROMBOSPONDIN1 MEDIATES MACROPHAGE INFILTRATION INTO ADIPOSE TISSUE AND PROMOTEP20RR021954 · NCRR · UNIVERSITY OF KENTUCKY · PI ZHOU, CHANGCHENG · 2008 to 2011
$8.3M
Genetics of Type 2 DiabetesR01DK039311 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ELBEIN, STEVEN C · 1993 to 2010
$3.5M
Mechanisms Underlying Metabolic Syndrome in ObesityR01DK071349 · NIDDK · UNIVERSITY OF KENTUCKY · PI KERN, PHILIP A, PETERSON, CHARLOTTE A. · 2005 to 2013
$2.3M
Effects of Fish Oil on Inflammation and Metabolic SyndromeR01DK080327 · NIDDK · UNIV OF ARKANSAS FOR MED SCIS · PI KERN, PHILIP A · 2008 to 2012
$1.7M
GENETICS OF NON-INSULIN DEPENDENT DIABETES MELLITUSR29DK039311 · NIDDK · UNIVERSITY OF UTAH · PI ELBEIN, STEVEN C · 1988 to 1992
–
NCATS NIH HHS UL1 TR001998NCRR NIH HHS 1UL1RR029884NCRR NIH HHS P20 RR021954NCRR NIH HHS UL1 RR029884NIDDK NIH HHS DK-039311NIDDK NIH HHS DK-071349NIDDK NIH HHS DK-080327NIDDK NIH HHS R01 DK039311NIDDK NIH HHS R01 DK071349NIDDK NIH HHS R01 DK080327
6 · The paper itself

Abstract

objectiveTo determine altered gene expression profiles in subcutaneous adipose and skeletal muscle from nondiabetic, insulin-resistant individuals compared with insulin-sensitive individuals matched for BMI. RESEARCH DESIGN AND

methodsA total of 62 nondiabetic individuals were chosen for extremes of insulin sensitivity (31 insulin-resistant and 31 insulin-sensitive subjects; 40 were European American and 22 were African American) and matched for age and obesity measures. Global gene expression profiles were determined and compared between ethnic groups and between insulin-resistant and insulin-sensitive participants individually and using gene-set enrichment analysis.

resultsAfrican American and European American subjects differed in 58 muscle and 140 adipose genes, including many inflammatory and metabolically important genes. Peroxisome proliferator-activated receptor γ cofactor 1A (PPARGC1A) was 1.75-fold reduced with insulin resistance in muscle, and fatty acid and lipid metabolism and oxidoreductase activity also were downregulated. Unexpected categories included ubiquitination, citrullination, and protein degradation. In adipose, highly represented categories included lipid and fatty acid metabolism, insulin action, and cell-cycle regulation. Inflammatory genes were increased in European American subjects and were among the top Kyoto Encyclopedia of Genes and Genomes pathways on gene-set enrichment analysis. FADS1, VEGFA, PTPN3, KLF15, PER3, STEAP4, and AGTR1 were among genes expressed differentially in both adipose and muscle.

conclusionsAdipose tissue gene expression showed more differences between insulin-resistant versus insulin-sensitive groups than the expression of genes in muscle. We confirm the role of PPARGC1A in muscle and show some support for inflammation in adipose from European American subjects but find prominent roles for lipid metabolism in insulin sensitivity independent of obesity in both tissues.

Indexed as

Gene Expression ProfilingAdultBody CompositionBody Mass IndexDelta-5 Fatty Acid DesaturaseFemaleGlucoseHumansInflammationInsulinInsulin ResistanceMaleMiddle AgedMuscle, SkeletalObesityPPAR gammaDelta-5 Fatty Acid DesaturaseFADS1 protein, humanGlucoseInsulinPPAR gamma

Identifiers

PMID21266331
PMCPMC3046820
OpenAlexW2164909963

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.