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Record W2943603503 · doi:10.1080/2162402x.2019.1607673

Daratumumab- <sup>225</sup> Actinium conjugate demonstrates greatly enhanced antitumor activity against experimental multiple myeloma tumors

2019· article· en· W2943603503 on OpenAlexaff
Wojciech Dawicki, Kevin J. Allen, Rubin Jiao, Mackenzie E. Malo, Muath Helal, Mark S. Berger, Dale L. Ludwig, Ekaterina Dadachova

Bibliographic record

VenueOncoImmunology · 2019
Typearticle
Languageen
FieldMedicine
TopicRadiopharmaceutical Chemistry and Applications
Canadian institutionsUniversity of Saskatchewan
FundersActinium Pharmaceuticals
KeywordsDaratumumabAntibody-dependent cell-mediated cytotoxicityMedicineMonoclonal antibodyCancer researchAntibodyMultiple myelomaCytotoxicityRadioimmunotherapyCD38BortezomibImmunologyPharmacologyIn vitroChemistryBiologyBiochemistry

Abstract

fetched live from OpenAlex

Daratumumab is an anti-CD38 directed monoclonal antibody approved for the treatment of multiple myeloma (MM) and functions primarily via Fc-mediated effector mechanisms such as complement-dependent cytotoxicity (CDC), antibody-dependent cell cytotoxicity (ADCC), antibody-dependent cellular phagocytosis, and T-cell activation. However, not all patients respond to daratumumab therapy and management of MM remains challenging. Radioimmunotherapy with alpha particle-emitting radionuclides represents a promising approach to significantly enhance the potency of therapeutic antibodies in cancer treatment. Here we report the results of mechanistic and feasibility studies using daratumumab radiolabeled with an alpha-emitter 225Actinium for therapy of MM.CD38-positivelymphoma Daudi cell line and MM cell lines KMS-28BM and KMS-28PE were treated in vitro with 225Ac-daratumumab. 225Ac-daratumumab Fc-functional properties were assessed with C1q binding and ADCC assays. The pharmacokinetics and tumor uptake of 111In-daratumumab in Daudi tumor-bearing severe combined immunodeficiency (SCID) mice were measured with microSPECT/CT. The therapeutic effects of 225Ac-daratumumab on Daudi and KSM28BM tumors in mice and treatment side effects were evaluated for 50 days posttreatment. The safety of 225Ac-labeled antimurine CD38 mAb in immunocompetent mice was also evaluated.225Ac-daratumumab efficiently and specifically killed CD38-positive tumor cells in vitro, while its complement binding and ADCC functions remained unaltered. MicroSPECT/CT imaging demonstrated fast clearance of the radiolabeled daratumumab from the circulation and tissues, but prolonged retention in the tumor up to 10 days. Therapy and safety experiments with 225Ac-daratumumab showed a significant increase in the antitumor potency in comparison to naked antibody without any significant side effects.Our results highlight the potential of targeting alpha-emitters to tumors as a therapeutic approach and suggest that 225Ac-daratumumab may be a promising therapeutic strategy for the treatment of hematologic malignancies.

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 head0.018
GPT teacher head0.301
Teacher spread0.282 · 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

Citations55
Published2019
Admission routes1
Has abstractyes

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