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Record W4393085675 · doi:10.1158/1538-7445.am2024-1862

Abstract 1862: ZW191 - a FRα-targeting antibody drug conjugate with strong preclinical activity across multiple FRα-expressing indications

2024· article· en· W4393085675 on OpenAlexaff
Sam Lawn, Andrea Hernández Rojas, Raffaele Colombo, Jodi Wong, Kaylee J. Wu, Vincent Fung, Manuel Lasalle, Mark E. Petersen, Lemlem Degefie, Araba Sagoe-Wagner, Dunja Urosev, Luying Yang, Ambroise Wu, Catrina Kim, A O Chua, Kurt Stahl, Geoffrey C. Winters, John C. Fann, Jamie Rich, Stuart D. Barnscher

Bibliographic record

VenueCancer Research · 2024
Typearticle
Languageen
FieldMedicine
TopicHER2/EGFR in Cancer Research
Canadian institutionsZymeworks (Canada)
Fundersnot available
KeywordsAntibody-drug conjugateMedicineDrugConjugateAntibodyPharmacologyCancer researchImmunologyMonoclonal antibody

Abstract

fetched live from OpenAlex

Abstract Background: Folate Receptor alpha (FRα) is a validated cancer target that is prevalently expressed in multiple cancers with high unmet need, including ovarian cancer and other gynecological cancers, NSCLC, endometrial cancer and TNBC. Due to FRα’s favorable expression profile, multiple antibody-drug conjugates (ADCs) are being explored in this setting. Here we present the preclinical characterization of a new anti-FRα ADC, ZW191. ZW191 is a bystander active antibody drug conjugate (ADC) comprised of a humanized IgG1 antibody conjugated to a novel camptothecin-based topoisomerase 1 inhibitor (TOPO1i) payload, ZD06519, via a maleimidocaproyl (MC) anchor and a glycyl glycyl phenylalanyl glycyl (GGFG)-aminomethyl (AM) cleavable linker at a drug-to-antibody ratio (DAR) of 8. ZW191 is projected to undergo IND submission in 2024. Materials and Methods: The novel antibody and drug-linker components of ZW191 were generated, characterized, and optimally integrated. The apparent binding affinity and cellular internalization of the ZW191 antibody were determined in FRα-expressing cells. Tumor spheroid cancer cell cultures were utilized to determine ZW191’s degree of tissue penetration and its cytotoxicity. The bystander activity of ZW191 was assessed using antigen positive and negative co-culture experiments. The anti-tumor activity of ZW191 was evaluated in a panel of ovarian cancer, NSCLC, endometrial cancer and TNBC patient-derived xenografts (PDX) spanning a range of FRα expression. ZW191 was evaluated in toxicology and pharmacokinetic (PK) studies performed in non-human primates (NHP). Results: The antibody component of ZW191 features a favorable binding profile with strong binding to FRα, and drives superior tumor spheroid penetration, cellular internalization, and payload delivery compared to FRα targeted antibodies used in multiple other ADCs. ZW191 demonstrates potent activity in FRα expressing cell cultures and effective bystander activity. In a panel of PDX models representing a range of FRα expression, ZW191 demonstrates compelling anti-tumor activity across ovarian and endometrial cancers, NSCLC and TNBC. ZW191 demonstrates an encouraging tolerability profile in NHP, with favorable PK. The promising efficacy, tolerability, and PK support the potential of ZW191 as a novel therapeutic agent that may help address unmet need in patients with high and low FRα expressing cancers. Citation Format: Sam Lawn, Andrea Hernandez Rojas, Raffaele Colombo, Jodi Wong, Kaylee Wu, Vincent Fung, Manuel Lasalle, Mark E. Petersen, Lemlem Degefie, Araba Sagoe-Wagner, Dunja Urosev, Luying Yang, Ambroise Wu, Catrina Kim, Amos Chua, Kurt Stahl, Geoffrey C. Winters, John C. Fann, Jamie Rich, Stuart Barnscher. ZW191 - a FRα-targeting antibody drug conjugate with strong preclinical activity across multiple FRα-expressing indications [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 1862.

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)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.177
GPT teacher head0.557
Teacher spread0.380 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

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