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Record W4405368113 · doi:10.1158/1078-0432.ccr-24-1779

Complete Remissions of HER2-Positive Trastuzumab-Resistant Xenografts Using a Potent [225Ac]Ac-Labeled Anti-HER2 Antibody–Drug Radioconjugate

2024· article· en· W4405368113 on OpenAlexafffund
Jessica Pougoue Ketchemen, Fabrice Ngoh Njotu, Hanan Babeker, Alissar Monzer, Emmanuel Nwangele, Anjong Florence Tikum, Nikita Henning, Nava Hassani, Sarah Frye, Randy Perron, Chris Byrne, Candice Didychuk, Qi Qi, Laura Bannister, Alireza Doroudi, Humphrey Fonge

Bibliographic record

VenueClinical Cancer Research · 2024
Typearticle
Languageen
FieldMedicine
TopicHER2/EGFR in Cancer Research
Canadian institutionsRoyal University HospitalCanadian Nuclear LaboratoriesUniversity of SaskatchewanSaskatoon Medical ImagingUniversité LavalCentre hospitalier de l'Université LavalHôtel-Dieu de Québec
FundersCanadian Institutes of Health Research
KeywordsTrastuzumabBiodistributionMedicinePharmacologyCancerInternal medicineBreast cancerChemistryIn vitro

Abstract

fetched live from OpenAlex

PURPOSE: There is overwhelming interest to use actinium-225 ([225Ac]Ac) to develop targeted α therapies. Antibody-drug conjugates (ADC) are highly cytotoxic. Combining [225Ac]Ac with an ADC to develop an antibody-drug radioconjugate [225Ac]Ac-macropa-trastuzumab(T)-PEG6-emtansine (DM1), is expected to be more effective than its ADC (T-PEG6-DM1) against breast cancer. EXPERIMENTAL DESIGN: [89Zr]Zr-p-isothiocyanatobenzyl desferrioxamine (DFO)-T-PEG6-DM1 (imaging) and [225Ac]Ac-macropa-T-PEG6-DM1 (radiotherapy) were developed. Biodistribution and safety evaluations of [225Ac]Ac-macropa-T-PEG6-DM1 were carried out in non-tumor-bearing BALB/c mice. MicroPET imaging and biodistribution were done using [89Zr]Zr-DFO-T-PEG6-DM1, and radiotherapy using [225Ac]Ac-macropa-T-PEG6-DM1 was carried out in athymic BALB/c nude mice bearing trastuzumab-resistant HCC1954 and trastuzumab-DM1 (T-DM1)/trastuzumab-resistant JIMT-1 tumor-bearing mice. RESULTS: After 7 days of incubation at 37°C, [225Ac]Ac-macropa-T-PEG6-DM1 was stable in both human serum (89.2% ± 0.9%) and PBS (82.8% ± 0.4%). T-PEG6-DM1 (8 mg/kg) and [225Ac]Ac-macropa-T-PEG6-DM1 (3 × 18 kBq) administered separately in non-tumor-bearing mice 10 days apart were well tolerated biochemically and hematologically. Imaging and biodistribution showed high tumor uptake of [89Zr]Zr-DFO-T-PEG6-DM1 in tumor-bearing mice at 120 hours after injection: 38.1% ± 2.8% IA/g (HCC1954) and 14.6% ± 1% IA/g (JIMT-1). In HCC1954 tumor-bearing mice, all treatment groups had complete remission (8/8), indicative of the responsiveness of the xenograft to T-DM1-based treatments, whereas for JIMT-1 xenografts (having 1/8 complete remission) at 23 days after treatment, tumor volumes were 332.1 ± 77.5 vs. 244.6 ± 63 vs. 417.9 ± 62.1 vs. 102.4 ± 18.5 for the saline (negative control), T-DM1 (positive control), T-PEG6-DM1, and [225Ac]Ac-macropa-T-PEG6-DM1, respectively. CONCLUSIONS: [225Ac]Ac-macropa-T-PEG6-DM1 is more potent than ADC against trastuzumab-resistant breast cancer and necessitates clinical translation.

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 score0.001
Threshold uncertainty score0.002

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.326
GPT teacher head0.588
Teacher spread0.262 · 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

Citations13
Published2024
Admission routes2
Has abstractyes

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