Evidence map›Paper›PMID 36069294›Full record

ArticleObesity (Silver Spring, Md.)2022

T cells dominate peripheral inflammation in a cross-sectional analysis of obesity-associated diabetes.

Gabriella H Pugh, Sajjad Fouladvand, Sara SantaCruz-Calvo, Madhur Agrawal, Xiaohua Douglas Zhang, Jin Chen, Philip A Kern, Barbara S Nikolajczyk

Abstract read
In one paragraph

Article in Obesity (Silver Spring, Md.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. T cell dysregulation and remodeling in pediatric obesity and weight loss.bioRxiv : the preprint server for biology · 2026
    Article
  2. Review
  3. CytokineProfile: An Integrated Web Tool for Cytokine Profiling Analysis.Computational and structural biotechnology journal · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Review
  13. Article
  14. A blunted TBrain communications · 2023
    Article
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

8 authors.

Gabriella H PughDepartment of Microbiology, Immunology, and Molecular Genetics, University of Kentucky, Lexington, Kentucky, USA.ORCID 0000-0003-1573-3787
Sajjad FouladvandDepartment of Computer Science, University of Kentucky, Lexington, Kentucky, USA.
Sara SantaCruz-CalvoDepartment of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky, USA.ORCID 0000-0001-6037-8986
Madhur AgrawalDepartment of Pharmacology and Nutritional Sciences, University of Kentucky, Lexington, Kentucky, USA.
Xiaohua Douglas ZhangDepartment of Biostatistics, University of Kentucky, Lexington, Kentucky, USA.
Jin ChenDepartment of Computer Science, University of Kentucky, Lexington, Kentucky, USA.
Philip A KernDepartment of Internal Medicine, University of Kentucky, Lexington, Kentucky, USA.
Barbara S NikolajczykDepartment of Microbiology, Immunology, and Molecular Genetics, University of Kentucky, Lexington, Kentucky, USA.ORCID 0000-0001-5647-5740

Funding

University of Kentucky Markey Cancer Center Support Grant ECIA SupplementP30CA177558 · NCI · UNIVERSITY OF KENTUCKY · PI Bernard Mark Evers · 2013 to 2026
$38.3M
Kentucky Center for Clinical and Translational ScienceUL1TR001998 · NCATS · UNIVERSITY OF KENTUCKY · PI HARTMANN, KATHERINE E, KERN, PHILIP A · 2016 to 2025
$34.2M
Kentucky Center for Clinical and Translational ScienceUL1TR000117 · NCATS · UNIVERSITY OF KENTUCKY · PI KERN, PHILIP A · 2012 to 2015
$13.3M
NRSA Training CoreTL1TR001997 · NCATS · UNIVERSITY OF KENTUCKY · PI PENDERGAST, JULIE S, STOOPS, WILLIAM WALTON · 2016 to 2025
$4.2M
Inflammation in human obesity and type 2 diabetesR01DK108056 · NIDDK · UNIVERSITY OF KENTUCKY · PI LAUFFENBURGER, DOUGLAS A, NIKOLAJCZYK, BARBARA · 2016 to 2019
$2.6M
TRAINING PROGRAM IN OXIDATIVE STRESS AND NUTRITIONT32DK007778 · NIDDK · UNIVERSITY OF KENTUCKY · PI WEBB, NANCY R · 2000 to 2019
$2.5M
NCATS NIH HHS TL1 TR001997NCATS NIH HHS UL1 TR000117NCATS NIH HHS UL1 TR001998NCI NIH HHS P30 CA177558NIDDK NIH HHS R01 DK108056NIDDK NIH HHS T32 DK007778
6 · The paper itself

Abstract

objectiveMyeloid cells dominate metabolic disease-associated inflammation (metaflammation) in mouse obesity, but the contributions of myeloid cells to the peripheral inflammation that fuels sequelae of human obesity are untested. This study used unbiased approaches to rank contributions of myeloid and T cells to peripheral inflammation in people with obesity across the spectrum of metabolic health.

methodsPeripheral blood mononuclear cells (PBMCs) from people with obesity with or without prediabetes or type 2 diabetes were stimulated with T cell-targeting CD3/CD28 or myeloid-targeting lipopolysaccharide for 20 to 72 hours to assess cytokine production using Bio-Plex. Bioinformatic modeling ranked cytokines with respect to their predictive power for metabolic health. Intracellular tumor necrosis factor α was quantitated as a classical indicator of metaflammation.

resultsCytokines increased over 72 hours following T cell-, but not myeloid-, targeted stimulation to indicate that acute myeloid inflammation may shift to T cell inflammation over time. T cells contributed more tumor necrosis factor α to peripheral inflammation regardless of metabolic status. Bioinformatic combination of cytokines from all cohorts, stimuli, and time points indicated that T cell-targeted stimulation was most important for differentiating inflammation in diabetes, consistent with previous identification of a mixed T helper type 1/T helper type 17 cytokine profile in diabetes.

conclusionsT cells dominate peripheral inflammation in obesity; therefore, targeting T cells may be an effective approach for prevention/management of metaflammation.

Indexed as

Diabetes Mellitus, Type 2T-LymphocytesAnimalsCD28 AntigensCross-Sectional StudiesCytokinesHumansInflammationLeukocytes, MononuclearLipopolysaccharidesMiceObesityTumor Necrosis Factor-alphaCD28 AntigensCytokinesLipopolysaccharidesTumor Necrosis Factor-alpha

Identifiers

PMID36069294
PMCPMC9509440

What OpenQuestion holds

Textmetadata
LicenceTDM
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.