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Record W3047046898 · doi:10.1158/1538-7445.pedca19-a09

Abstract A09: Glypican-2 targeted CAR T cells designed to effectively eradicate endogenous site density solid tumors in the absence of toxicity

2020· article· en· W3047046898 on OpenAlexaboutno aff
Sabine Heitzeneder, Kristopher R. Bosse, Zhongyu Zhu, Robbie G. Majzner, Johanna Theruvath, Peng Xu, Shaurya Dhingra, Hima Anbunathan, Anya S. Alag, Dimiter S. Dimitrov, John M. Maris, Crystal L. Mackall

Bibliographic record

VenueCancer Research · 2020
Typearticle
Languageen
FieldMedicine
TopicCAR-T cell therapy research
Canadian institutionsnot available
Fundersnot available
KeywordsNeuroblastomaIn vivoCancer researchAntigenSingle-chain variable fragmentIn vitroPediatric cancerBiologyCell cultureChemistryMolecular biologyCancerAntibodyImmunologyBiochemistryMonoclonal antibody

Abstract

fetched live from OpenAlex

Abstract Background: Glypican-2 (GPC2) is a promising immunotherapeutic target, due to very low/absent expression on normal tissues (Bosse et al, Cancer Cell 2017). High cell surface GPC2 is found in numerous pediatric and adult malignancies, such as neuroblastoma, medulloblastoma, retinoblastoma, SCLC, and GBM. Here, we engineered GPC2-targeted CAR T-cells and optimized numerous modules (orientation of the variable heavy and light chain, hinge/transmembrane and co-stimulatory domains) to render CAR T cells highly efficacious against tumors expressing endogenous GPC2 site density in neuroblastoma xenograft models. Methods: GPC2 scFvs (GPC2.19 and GPC2.27) were isolated from a human Fab phage library and screened alongside with previously identified scFvs GPC2.D3 and GPC2.D4 in two orientations (N-terminal variable heavy or light chain) in second-generation retroviral vectors, possessing CD8a hinge/transmembrane (H/TM) and 41BB co-stimulatory domains. Potency was assessed in vitro for antigen-dependent cytokine production and killing and in vivo in neuroblastoma orthotopic subrenal capsule and/or flank PDX models. Results: While all constructs showed potent in vitro efficacy against isogenic target cells engineered to express GPC2 at supraphysiologic levels (GPC2Hi_Kelly-GPC2), efficacy against cell lines possessing endogenous site density (GPC2E_NBSD, SMS-SAN, KCNR) was modest. Based on cytokine production (IFNy, IL-2), killing capacity, and cross-reactivity against murine GPC2, GPC2.19VLVH was prioritized for in vivo studies, recapitulating in vitro findings. While CARs failed against GPC2E-models, significant antitumor effects were achieved against GPC2Hi, however, failing to cure. Target antigen density is an emerging determinant of CAR potency and our lab has recently demonstrated that incorporating CD28-H/TM and co-stimulatory domains exhibit advantages when targeting low site-density tumors (Majzner et al., ASH 2018). Strikingly, replacing H/TM domains derived from CD8a with those derived from CD28 in either 41BBζ or CD28ζ constructs resulted in a dramatic increase in potency and eradicated established GPC2E-tumors in orthotopic (NBSD) or PDX (COG-N-421x) neuroblastoma models, without signs of toxicity. While the majority of animals remained cured (>75 days), tumors relapsed in 30% of mice after a prolonged tumor-free interval. Principal component analysis (RNA-seq) of control-treated tumors and late relapses suggested strong clustering of transcriptional profiles based on these phenotypes and relapses were associated with ultralow protein and/or gene expression of GPC2 and other NB tumor antigens. Conclusion: We demonstrate that rational design of GPC2 CAR T-cells results in potent preclinical activity in representative disease models, laying the groundwork for clinical trials and establishing a model to shed light on tumor escape mechanisms after GPC2 CAR T-cell immune pressure. Citation Format: Sabine Heitzeneder, Kristopher R. Bosse, Zhongyu Zhu, Robbie G. Majzner, Johanna Theruvath, Peng Xu, Shaurya Dhingra, Hima Anbunathan, Anya Alag, Dimiter S. Dimitrov, John M. Maris, Crystal L. Mackall. Glypican-2 targeted CAR T cells designed to effectively eradicate endogenous site density solid tumors in the absence of toxicity [abstract]. In: Proceedings of the AACR Special Conference on the Advances in Pediatric Cancer Research; 2019 Sep 17-20; Montreal, QC, Canada. Philadelphia (PA): AACR; Cancer Res 2020;80(14 Suppl):Abstract nr A09.

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 score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.101
GPT teacher head0.381
Teacher spread0.280 · 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

Citations2
Published2020
Admission routes1
Has abstractyes

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