Evidence map›Paper›PMID 34399830›Full record

ArticleGenome medicine2021

An epigenetic and transcriptomic signature of immune tolerance in human monocytes through multi-omics integration.

Xanthe Brands, Bastiaan W Haak, Augustijn M Klarenbeek, Joe Butler, Fabrice Uhel, Wanhai Qin, Natasja A Otto, Marja E Jakobs, Daniël R Faber, René Lutter and 3 more

Registry-linked trialAbstract read
In one paragraph

Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02928367 (The Effect of Leukocyte Dna mEthylation and micRoBIOME Diversity on Host Defense Mechanisms During Community-acquired Pneumonia), which is not on this map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–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.

NCT02928367 unknown statusnot on this map

The Effect of Leukocyte Dna mEthylation and micRoBIOME Diversity on Host Defense Mechanisms During Community-acquired Pneumonia

TypeobservationalSponsorAcademisch Medisch Centrum - Universiteit van Amsterdam (AMC-UvA)Ran2016 to 2020Enrolled231ConditionsPneumoniaArmsrectal swab, nasopharyngeal swab, blood draw
3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Monocytes in pneumonia: Functional plasticity and innate memory (Review).International journal of molecular medicine · 2026
    Review
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  16. Frontiers in immunology · 2023
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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

13 authors.

Xanthe BrandsCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands. x.brands@amsterdamumc.nl.
Bastiaan W HaakCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Augustijn M KlarenbeekCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Joe ButlerCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Fabrice UhelCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Wanhai QinCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Natasja A OttoCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Marja E JakobsLaboratory of Genome Analysis, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Daniël R FaberBovenIJ hospital, Amsterdam, 1034, CS, the Netherlands.
René LutterRespiratory Medicine and Experimental Immunology, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
W Joost WiersingaCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Tom van der PollCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands.
Brendon P SciclunaCenter for Experimental Molecular Medicine, Amsterdam University Medical Centers, Academic Medical Center, University of Amsterdam, Amsterdam, 1105, AZ, the Netherlands. brendon.scicluna@um.edu.mt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe plasticity of monocytes enables them to exert multiple roles during an immune response, including promoting immune tolerance. How monocytes alter their functions to convey immune tolerance in the context of lower respiratory tract infections in humans is not well understood. Here, we sought to identify epigenetic and transcriptomic features of cytokine production capacity in circulating monocytes during community-acquired pneumonia (CAP).

methodsCirculating CD14+ monocytes were obtained from the blood of CAP patients included in a longitudinal, observational cohort study, on hospitalization (acute stage, n=75), and from the same patients after a 1-month follow-up (recovery stage, n=56). Age and sex-matched non-infectious participants were included as controls (n=41). Ex vivo cytokine production after lipopolysaccharide (LPS) exposure was assessed by multiplex assay. Transcriptomes of circulating monocytes were generated by RNA-sequencing, and DNA methylation levels in the same monocytes were measured by reduced representation bisulfite sequencing. Data were integrated by fitting projection-to-latent-structure models, and signatures derived by partial least squares discrimination.

resultsMonocytes captured during the acute stage exhibited impaired TNF, IL-1β, IL-6, and IL-10 production after ex vivo stimulation with LPS, relative to controls. IL-6 production was not resolved in recovery monocytes. Multivariate analysis of RNA-sequencing data identified 2938 significantly altered RNA transcripts in acute-stage monocytes (fold expression ≤-1.5 or ≥1.5; adjusted p ≤ 0.01), relative to controls. Comparing DNA methylation levels in circulating monocytes of CAP patients to controls revealed minimal differences, specifically in DNAse hypersensitive sites (HS) of acute-stage monocytes. Data integration identified a cholesterol biosynthesis gene signature and DNAse HS axis of IL-1β and IL-10 production (R

conclusionsCirculating monocytes obtained from CAP patients during the acute stage exhibited impaired cytokine production capacities, indicative of reprogramming to a state of immune tolerance, which was not fully resolved after 1 month. Our split-sample study showed that 51% of the immune tolerance phenotype can be explained, at least in part, by coordinated shifts in cholesterol biosynthesis gene expression and DNAse HS methylation levels. A multi-scale model identified an epigenetic and transcriptomic signature of immune tolerance in monocytes, with implications for future interventions in immunosuppression.

trial registrationNCT number NCT02928367.

Indexed as

Epigenesis, GeneticEpigenomicsGene Expression RegulationTranscriptomeComorbidityComputational BiologyCytokinesFemaleHigh-Throughput Nucleotide SequencingHumansImmune ToleranceInflammation MediatorsMaleMonocytesSequence Analysis, DNACytokinesInflammation MediatorsCytokinesDNA methylationEpigeneticsFunctional genomicsImmune toleranceInfectionMonocytesPneumonia

Identifiers

PMID34399830
PMCPMC8365568

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Registered trials

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.