Evidence map›Paper›PMID 34886800›Full record

ArticleGenes & nutrition2021

An interferon-related signature characterizes the whole blood transcriptome profile of insulin-resistant individuals-the CODAM study.

Marianthi Kalafati, Martina Kutmon, Chris T Evelo, Carla J H van der Kallen, Casper G Schalkwijk, Coen D A Stehouwer, B I O S Consortium, Ellen E Blaak, Marleen M J van Greevenbroek, Michiel Adriaens

Open access · goldAbstract read
In one paragraph

Article in Genes & nutrition, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
0.4field-weighted citation impact, top 45% 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

8 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Article
  3. Unraveling Obesity: A Five-Year Integrative Review of Transcriptomic Data.International journal of molecular sciences · 2025
    Review
  4. Article
  5. Review
  6. Article
  7. The metabolic effects of APOL1 in humans.Pflugers Archiv : European journal of physiology · 2023
    Review
  8. 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

10 authors at 1 institution in 1 country.

Marianthi KalafatiDepartment of Human Biology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands.
Martina KutmonDepartment of Bioinformatics - BiGCaT, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands.
Chris T EveloDepartment of Bioinformatics - BiGCaT, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands.
Carla J H van der KallenDepartment of Internal Medicine, School for Cardiovascular Diseases (CARIM), Maastricht University, Maastricht, The Netherlands.
Casper G SchalkwijkDepartment of Internal Medicine, School for Cardiovascular Diseases (CARIM), Maastricht University, Maastricht, The Netherlands.
Coen D A StehouwerDepartment of Internal Medicine, School for Cardiovascular Diseases (CARIM), Maastricht University, Maastricht, The Netherlands.
B I O S Consortium
Ellen E BlaakDepartment of Human Biology, School of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University, Maastricht, The Netherlands.
Marleen M J van Greevenbroek *Department of Internal Medicine, School for Cardiovascular Diseases (CARIM), Maastricht University, Maastricht, The Netherlands. m.vangreevenbroek@maastrichtuniversity.nl.
Michiel Adriaens *Maastricht Centre for Systems Biology (MaCSBio), Maastricht University, Maastricht, The Netherlands.
Maastricht University · NL

Funding

Diabetes Fonds 98-901Nederlandse Organisatie voor Wetenschappelijk Onderzoek 40-35-034
6 · The paper itself

Abstract

backgroundWorldwide, the prevalence of obesity and insulin resistance has grown dramatically. Gene expression profiling in blood represents a powerful means to explore disease pathogenesis, but the potential impact of inter-individual differences in a cell-type profile is not always taken into account. The objective of this project was to investigate the whole blood transcriptome profile of insulin-resistant as compared to insulin-sensitive individuals independent of inter-individual differences in white blood cell profile.

resultsWe report a 3% higher relative amount of monocytes in the insulin-resistant individuals. Furthermore, independent of their white blood cell profile, insulin-resistant participants had (i) higher expression of interferon-stimulated genes and (ii) lower expression of genes involved in cellular differentiation and remodeling of the actin cytoskeleton.

conclusionsWe present an approach to investigate the whole blood transcriptome of insulin-resistant individuals, independent of their DNA methylation-derived white blood cell profile. An interferon-related signature characterizes the whole blood transcriptome profile of the insulin-resistant individuals, independent of their white blood cell profile. The observed signature indicates increased systemic inflammation possibly due to an innate immune response and whole-body insulin resistance, which can be a cause or a consequence of insulin resistance. Altered gene expression in specific organs may be reflected in whole blood; hence, our results may reflect obesity and/or insulin resistance-related organ dysfunction in the insulin-resistant individuals.

Indexed as

Insulin resistanceInterferon signatureInter-individual differencesMonocytesObesityWhole blood transcriptome

Identifiers

PMID34886800
PMCPMC8903498
OpenAlexW4200344163

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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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.