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Abstract B053: Tumor-associated macrophages diminishes IL1RAP-targeting CAR-T cell therapy efficacy in Ewing sarcoma

2024· article· en· W4402266730 on OpenAlexaboutno aff
Yue Z. Huang, Melanie Rouleu, Poul Sørensen

Bibliographic record

VenueCancer Research · 2024
Typearticle
Languageen
FieldMedicine
TopicCAR-T cell therapy research
Canadian institutionsnot available
Fundersnot available
KeywordsCancer researchChimeric antigen receptorT cellMedicineImmunologyImmune system

Abstract

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Abstract Ewing sarcoma (EwS) is a pediatric malignancy of soft tissue and bone with a poor prognosis, especially in its metastatic stages. We have previously identified IL1RAP as a promising target for immunotherapies like chimeric antigen receptor (CAR) T cell therapy against EwS. However, CAR-T cells, despite their success in hematological cancers, often show limited efficacy against solid tumors. In orthotopic xenograft models of Ewing sarcoma (EwS) we have observed that CD11b+ CD206+ macrophages, known as tumor-associated macrophages (TAMs), surround the primary tumor. Treatment with IL1RAP-targeting CAR-T cells specific to EwS results in T cells localizing with these macrophages and failing to infiltrate the primary tumor. This study aims to characterize the impact of TAMs on CAR-T cell efficacy in EwS. We hypothesized that TAMs, polarized by Ewing sarcoma cells, suppress IL1RAP CAR-T cell activity. To model these interactions, we co-cultured EwS cells, macrophages, and CAR-T cells, performing luciferin-based in vitro cytotoxicity assays. THP-1 monocytes were differentiated into macrophages and polarized into M1 or M2 states using cytokines (LPS + IFN-y, IL-4 + IL-13), or differentiated into TAMs by co-culture with EwS cell lines. In vitro cytotoxicity assays were conducted using luciferase-expressing EwS target cells, polarized THP-1 macrophages, and IL1RAP CAR-T effector cells, with luminescence indicating EwS cell survival. We found that M1 macrophages did not affect CAR-T cell targeting of EwS cells, whereas M2 macrophages and TAMs significantly decreased specific lysis (p < 0.001). Conditioned media from polarized macrophages had no effect on CAR-T cell performance against EwS, suggesting that physical proximity or direct contact with TAMs is necessary to suppress CAR-T cell function. Western blot analysis of polarized THP-1 macrophages revealed that M2-polarized macrophages upregulated IL1RAP expression compared to M1 macrophages. Ongoing experiments aim to determine whether elevated IL1RAP expression in M2 macrophages redirects IL1RAP CAR-T cells away from EwS cells or if M2 macrophages mediate general suppression of CAR-T cell activity. Additionally, we are investigating whether THP-1-derived TAMs and primary macrophages also upregulate IL1RAP expression when polarized and how this affects syngeneic CAR-T cell performance. Our findings indicate that TAMs can influence the efficacy of IL1RAP-targeting CAR-T cells against EwS. Further investigation into the specific mechanisms responsible for this suppressive effect could enhance CAR-T therapy for Ewing sarcoma and potentially other solid tumors. Citation Format: Yue Zhou (Joe) Huang, Melanie Rouleu, Poul Sorensen. Tumor-associated macrophages diminishes IL1RAP-targeting CAR-T cell therapy efficacy in Ewing sarcoma [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Advances in Pediatric Cancer Research; 2024 Sep 5-8; Toronto, Ontario, Canada. Philadelphia (PA): AACR; Cancer Res 2024;84(17 Suppl):Abstract nr B053.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.089
GPT teacher head0.421
Teacher spread0.332 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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