ArticleArchives of toxicology2026
Integrating immune adverse outcome pathways into vaccine safety evaluation.
Article in Archives of toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Adverse outcome pathways (AOPs) have become an internationally recognized framework for chemical risk assessment, linking molecular initiating events (MIEs) to adverse outcomes through measurable key events. Despite their regulatory acceptance in toxicology, no systematic AOPs have yet been developed for vaccines to our knowledge. This commentary argues that extending the AOP paradigm to vaccine adjuvants is both timely and potentially feasible. Adjuvants are chemically defined entities that reproducibly engage innate immune pathways, making them more tractable starting points for immune AOP construction than antigens, which are variable and context-dependent. We illustrate this concept through three exploratory AOP sketches - systemic inflammation, autoimmunity, and hypersensitivity, and provide exemplar biomarker-pathway-adjuvant linkages as a prototype roadmap. Such efforts are not intended to replace existing preclinical, clinical, or pharmacovigilance systems, but to complement them with structured mechanistic context. We propose these as exploratory frameworks to be iteratively refined as evidence accumulates, recognising the complexity and context‑dependence of immune responses. By framing vaccine safety within transparent, testable pathways, immune AOPs could enhance mechanistic understanding of rare adverse events, guide hypothesis-driven use of new approach methodologies (NAMs), and strengthen confidence in vaccine safety science.
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40986018What OpenQuestion holds
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.