Evidence map›Paper›PMID 38654826›Full record

ArticlebioRxiv : the preprint server for biology2026

Macrophages tune responses to pathogen dynamics through TLR4 stimulation memory and by licensing susceptibility to IL-10.

Hannes Bongartz, Christopher T Boughter, Bernadette Marrero, Thorsten Prüstel, Clinton Bradfield, Julia Gross, Rachel A Gottschalk, Aleksandra Nita-Lazar, Iain D C Fraser, Martin Meier-Schellersheim

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed, 1 citations in OpenAlex.

No citing paper in PubMed yet.

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.

Hannes BongartzComputational Systems Biology Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0002-0875-7580
Christopher T BoughterComputational Systems Biology Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0002-7106-4699
Bernadette MarreroComputational Systems Biology Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.
Thorsten PrüstelComputational Systems Biology Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0001-6466-7339
Clinton BradfieldSignaling Systems Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0001-6410-3517
Julia GrossSignaling Systems Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0002-3744-7258
Rachel A GottschalkDepartment of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.ORCID 0000-0002-5248-8816
Aleksandra Nita-LazarFunctional Cellular Networks Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0002-8523-605X
Iain D C FraserSignaling Systems Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0003-2272-3907
Martin Meier-SchellersheimComputational Systems Biology Section, Laboratory of Immune System Biology Division of Intramural Research National Institute of Allergy and infectious Diseases National Institutes of Health Bethesda, MD, USA.ORCID 0000-0002-8754-6377
National Institutes of Health · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Macrophages must scale inflammation to the trajectories of infections, escalating as pathogen loads rise, resolving as they fall. The cytokine IL-10 and its chromatin-level effector BCL-3 are critically important anti-inflammatory agents, yet how they avoid muting newly recruited cells before those cells read their own pathogen input has been unclear. Applying systematically varied consecutive TLR4 (Kdo2-Lipid A) stimuli to bone marrow-derived macrophages, we identify two coupled features. First, macrophages retain a quantitative memory of prior stimulation: only when a secondary TLR stimulus matches or exceeds a prior one, IκBα degradation, NF-κB/MAPK activation, and cytokine output increase. Second, IL-10 susceptibility is itself gated by TLR4 history: even a 100-fold IL-10 excess fails to suppress TNF-α in weakly primed cells. Both trace to history- and IL-10-dependent BCL-3 recruitment with p65 displacement at the Tnf κB site. Modeling shows how this licensing logic enables trajectory-aware responses that clear pathogens while limiting tissue damage.

Identifiers

PMID38654826
PMCPMC11037870
OpenAlexW4393376530

What OpenQuestion holds

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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.