Evidence map›Paper›PMID 42875767›Full record

ArticleBMC cancer2026

Decoupling T cell cytotoxicity: a CCL21+ICAM1-based synthetic immune niche enhances tumor elimination by accelerating lytic hit delivery.

Manish Kumar Gupta, Rawan Zoabi, Sofi Yado, Jörn Starruß, Benjamin Geiger, Haralampos Hatzikirou

Abstract read
In one paragraph

Article in BMC cancer, 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
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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

6 authors.

Manish Kumar GuptaCenter for Interdisciplinary Digital Sciences, Department Information Services and High Performance Computing, TUD Dresden University of Technology, Dresden, Germany. manishsvm30@gmail.com.
Rawan ZoabiDepartment of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel.
Sofi YadoDepartment of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel.
Jörn StarrußCenter for Interdisciplinary Digital Sciences, Department Information Services and High Performance Computing, TUD Dresden University of Technology, Dresden, Germany.
Benjamin GeigerDepartment of Immunology and Regenerative Biology, Weizmann Institute of Science, Rehovot, Israel. benny.geiger@weizmann.ac.il.
Haralampos HatzikirouCenter for Interdisciplinary Digital Sciences, Department Information Services and High Performance Computing, TUD Dresden University of Technology, Dresden, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Preserving T cell cytotoxic function during ex vivo expansion remains a major challenge for adoptive cancer immunotherapy. A synthetic immune niche (SIN) composed of immobilized CCL21 and ICAM1 was shown to improve T cell expansion while preserving cytotoxicity; however, it remains unclear which specific step of the T cell killing process is enhanced by the SIN stimulation. Here, we combined advanced imaging based on time-lapse microscopy with a mean-field model to analyze the distinct stages in killing of B16 melanoma cells by CD8[Formula: see text] T cells. This framework enabled us to resolve the tumor cell killing process into discrete steps throughout target cell engagement with SIN-treated T cells and lytic hit delivery. We found that tumor cell death is best explained by a multi-hit process, requiring approximately four discrete hits to trigger cell death. Model-based analysis identified a significant increase in the lytic hit-delivery rate, [Formula: see text], as the main kinetic change associated with the enhanced cytotoxicity of SIN-treated T cells. The target encounter rate, [Formula: see text], could not be reliably compared between conditions because it was practically non-identifiable in the untreated dataset. Global sensitivity analysis further showed that increasing lytic hit delivery has a stronger effect on tumour control than increasing target encounter rates. These findings fundamentally reorient our understanding of optimized T cell manufacturing, suggesting that the lytic execution step may be the primary rate-limiting bottleneck in this in-vitro system, and that engineering strategies targeting granule polarization or discharge warrant prioritization alongside affinity-enhancement approaches.

Indexed as

CD8-Positive T-LymphocytesChemokine CCL21Cytotoxicity, ImmunologicImmunotherapy, AdoptiveIntercellular Adhesion Molecule-1Melanoma, ExperimentalT-Lymphocytes, CytotoxicAnimalsCell Line, TumorHumansMiceChemokine CCL21Intercellular Adhesion Molecule-1CD8[Formula: see text] T cellCytotoxicityMulti-hit theoryParameter estimationPractical identifiabilitySensitivity analysis

Identifiers

PMID42875767
PMCPMC13670589

What OpenQuestion holds

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Registered trials

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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.