Evidence map›Paper›PMID 41034176›Full record

ArticleImmunology2026

Challenge Specific Modulation of Responses to Adjuvant-Induced Innate Immune Memory.

Samuel T Pasco, Itziar Martín-Ruiz, Sarai Araujo-Aris, Diego Barriales, Janire Castelo, Leire Egia-Mendikute, Monika Gonzalez, Jose Ezequiel Martin, Elena Molina, Maitane Mugica and 15 more

Abstract read
In one paragraph

Article in Immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trained immunity in respiratory diseases: Mechanisms of action and intervention strategies.Chinese medical journal pulmonary and critical care medicine · 2026
    Review
  2. Article
  3. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

25 authors.

Samuel T PascoInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Itziar Martín-RuizInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Sarai Araujo-ArisInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Diego BarrialesInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Janire CasteloInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Leire Egia-MendikuteCancer Immunology and Immunotherapy Laboratory, CIC bioGUNE-BRTA, Derio, Spain.
Monika GonzalezGenome Analysis Platform, CIC bioGUNE-BRTA, Derio, Spain.
Jose Ezequiel MartinGenome Analysis Platform, CIC bioGUNE-BRTA, Derio, Spain.
Elena MolinaAnimal Health Department, NEIKER-BRTA, Derio, Spain.
Maitane MugicaAnimal Health Department, NEIKER-BRTA, Derio, Spain.
Ainhoa PalaciosInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Iratxe SeoaneInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Naiara GutiezInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Estibaliz AtondoInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Eneko Santos FernándezInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Maddi OyangurenAnimal Health Department, NEIKER-BRTA, Derio, Spain.
Borja Jimenez-LasherasDepartment of Molecular and Clinical Medicine, University of Gothenburg, Gothenburg, Sweden.
Ainize Peña-CearraInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Ana M AransayGenome Analysis Platform, CIC bioGUNE-BRTA, Derio, Spain.
Asis PalazonCancer Immunology and Immunotherapy Laboratory, CIC bioGUNE-BRTA, Derio, Spain.
Aize PellónInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Leticia AbeciaInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Hector RodriguezInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.
Natalia ElguezabalAnimal Health Department, NEIKER-BRTA, Derio, Spain.
Juan AnguitaInflammation and Macrophage Plasticity Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), Derio, Spain.ORCID 0000-0003-2061-7182

Funding

Basque GovernmentEuropean Union's Horizon 2020Fundación Jesús de GangoitiGETTECU-Fresenius KabiGETTECU-MSDMarie Skłodowska-Curie N°101150747Marie Skłodowska-Curie N°860325MCIN/AEI AGL2017-86757-RMCIN/AEI PID2021-124328OB-100MCIN/AEI RYC-2013-13 666MCIU FPI BES-2016-078437MCIU FPI CEX2021-001136-SMCIU FPI PRE-2019-091720MCIU FPI PRE2022-104669Scientific Foundation of the Spanish Association Against Cancer in Biscay PRDVZ222452GUTI
6 · The paper itself

Abstract

Understanding the innate immune memory induced by adjuvants provides an opportunity to improve vaccine efficacy by inducing nonspecific secondary responses alongside the intended adaptive defence against the target antigen. To understand the consequences of adjuvant-induced immune training, we treated mice with commercially available Sigma Adjuvant System (SAS) and performed functional assays of bone marrow-derived innate immune cells, assessed its functional consequences in vivo, determined the resulting haematopoietic stem and progenitor cell (HSPC) phenotypes, and extensively analyzed the HSPC transcriptome. SAS induced temporal shifts in HSPC frequencies, alterations in the circulating blood profile, and lowered proinflammatory output by macrophages. SAS-induced training caused disparate outcomes in models of inflammation and acute infection. Further, SAS enhanced antibody responses after primary immunisation, that were profoundly altered upon a secondary dose. Integrated transcriptional analysis revealed shifts in HSPCs defined by altered transcription factor activity and lineage-specific shifts in metabolic, epigenetic, myeloid, and kinase genes, resulting in enhanced antimicrobial neutrophil responsiveness and revealing regulators of central training. Together, these results contribute to the understanding of the plasticity and limitations of innate immune training.

Indexed as

Adjuvants, ImmunologicHematopoietic Stem CellsImmunity, InnateImmunologic MemoryAnimalsFemaleMacrophagesMiceMice, Inbred C57BLTrained ImmunityTranscriptomeAdjuvants, Immunologichaematopoiesismacrophagememorytranscriptomicsvaccination

Identifiers

PMID41034176
PMCPMC12779450

What OpenQuestion holds

Textmetadata
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.