Evidence map›Paper›PMID 42054471›Full record

ArticleScience advances2026

Excitability as a design principle in the immune system.

Yael Lebel, Uri Alon

Abstract read
In one paragraph

Article in Science advances, 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.

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

2 authors.

Yael LebelDepartment of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 76100, Israel.ORCID 0009-0000-1865-7543
Uri AlonDepartment of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 76100, Israel.ORCID 0000-0001-6903-9956

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Growing knowledge in immunology has outpaced the development of unifying concepts that explain how molecular circuits generate immune goals-strong response to pathogens, self-tolerance, and prevention of collateral damage. Here, we propose that excitability, a concept from dynamical systems, provides these goals in diverse contexts. An excitable system produces a large response pulse when stimulus crosses a threshold and then shuts itself down, followed by a refractory period. We mathematically screen thousands of cytokine and cell circuits to identify the handful that can show excitability. Of these, a single robust circuit is Pareto optimal for speed and strength-an effector that induces itself and induces its inhibitor. This circuit appears dozens of times in the human immune network, whereas the suboptimal circuits do not. It explains data on severe acute respiratory syndrome coronavirus 2, autoimmune flares, and tumor immunity and suggests therapeutic targets. Excitability may unite our understanding of immune circuits.

Indexed as

Immune SystemModels, ImmunologicalAnimalsCOVID-19CytokinesHumansNeoplasmsSARS-CoV-2Cytokines

Identifiers

PMID42054471
PMCPMC13127595

What OpenQuestion holds

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LicenceCC BY-NC
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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.