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Record W4362594015 · doi:10.1158/1538-7445.am2023-2935

Abstract 2935: ZW270, a conditionally masked IL-12 cytokine fusion protein displaying potent anti-tumor activity absent systemic toxicity

2023· article· en· W4362594015 on OpenAlexaff
Maya C. Poffenberger, Jennifer L. Bishop, R.J. Blackler, Kevin G. Haworth, Steven Booth, Shalla Hanson, Jeff R. Proctor, I-Ting Shao, Nichole Escalante, Dayananda Siddappa, Joel Smith, Gursev Anmole, Saki Konomura, Nicholas A. Dawson, Sifa Arrafi, Desmond W. M. Lau, Gerry Rowse, R. H. Davies, Thomas Spreter von Kreudenstein

Bibliographic record

VenueCancer Research · 2023
Typearticle
Languageen
FieldMedicine
TopicMonoclonal and Polyclonal Antibodies Research
Canadian institutionsZymeworks (Canada)
Fundersnot available
KeywordsPotencyCytokinePharmacologyCytotoxic T cellFusion proteinToxicityRecombinant DNAChemistryImmunologyCancer researchBiologyIn vitroBiochemistry

Abstract

fetched live from OpenAlex

Abstract IL-12 is a pleiotropic cytokine that potently stimulates anti-tumor cytotoxic T and NK cell mediated immunity. Recombinant IL-12 reduces tumor growth in multiple mouse models, but its therapeutic application has been limited by severe toxicities. Protease dependent activation of therapeutics with high on-target, off-tumor toxicities may be used to localize activity to the tumor but achieving sufficient exposure of the activated therapeutic in the tumor microenvironment remains a challenge. We have previously shown our design strategy for masked, protease activated IL-12Fc that included optimization of blocking modules, fusion geometry, and linker design. Here we have further expanded our mechanistic evaluations by combining masked, protease activated IL-12Fc with attenuated potency engineering, and selected a lead candidate (ZW270) based on anti-tumor activity and non-human primate (NHP) tolerability. The relative activity of masked and unmasked IL-12Fc variants comprising wild type (wt) or attenuated (att) IL-12 potency was evaluated in CD8 T cell activity assays. The wt IL-12Fc displayed comparable potency to recombinant IL-12 and up to 100x reduced potency when masked. Introduction of attenuating mutations to the p40 subunit reduced the potency of the IL-12Fc by up to 20x and addition of the protease cleavable mask further reduced the potency to up to 5000x compared to wt IL-12Fc. In a single dose NHP study, masked att IL-12Fc was well tolerated up to 31.8 mg/kg, while wt IL-12Fc demonstrated a maximum tolerated dose of below 1.3 mg/kg. Despite the reduced potency of att IL-12Fc in vitro, in in vivo efficacy studies in a human PBMC engrafted xenograft model the masked att IL-12Fc was able to control tumor growth whereas masked wt IL-12Fc and wt IL-12Fc showed limited anti-tumor activity, suggesting the approach of masked, protease activated att IL-12Fc might be able to achieve a higher exposure of active cytokine in the tumor in comparison to the masked wt IL-12Fc and wt IL-12 comparator. To further investigate the potentially superior exposure response relationship of masked att IL-12Fc, we developed a quantitative systems pharmacology (QSP) model based on our experimental data and literature data. In this model the predicted ratio of IL-12-receptor occupancy by active IL-12Fc in the tumor vs. blood was 18x greater for masked att IL-12Fc than for wt IL-12Fc, whereas the ratio was under 10x greater for masked wt IL-12Fc vs. wt IL-12Fc. In summary, the affinity attenuated, masked IL-12Fc lead ZW270 has potent and superior anti-tumor activity to wt IL-12Fc and masked wt IL-12Fc, and is well tolerated in NHPs to >30 mg/kg. Our data suggests that the combined strategy of masked, protease activated IL-12Fc and attenuated IL-12 potency has the potential to widen the therapeutic index and to have superior activity to masked, protease cleavable wt IL-12 and unmasked wt IL-12 fusions. Citation Format: Maya C. Poffenberger, Jennifer L. Bishop, Ryan J. Blackler, Kevin G. Haworth, Steven Booth, Shalla Hanson, Jeff R. Proctor, I-Ting Shao, Nichole K. Escalante, Dayananda Siddappa, Joel Smith, Gursev Anmole, Saki Konomura, Nicholas A. Dawson, Sifa Arrafi, Desmond Lau, Gerry Rowse, Rupert H. Davies, Thomas Spreter von Kreudenstein. ZW270, a conditionally masked IL-12 cytokine fusion protein displaying potent anti-tumor activity absent systemic toxicity [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2935.

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 score0.002
Threshold uncertainty score0.007

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)0.0020.001

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 head0.100
GPT teacher head0.408
Teacher spread0.308 · 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
Published2023
Admission routes1
Has abstractyes

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