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Record W4362522571 · doi:10.1038/s41591-023-02297-5

Lorlatinib with or without chemotherapy in ALK-driven refractory/relapsed neuroblastoma: phase 1 trial results

2023· article· en· W4362522571 on OpenAlexaff
Kelly C. Goldsmith, Julie R. Park, Kimberly Kayser, Jemily Malvar, Yueh‐Yun Chi, Susan Groshen, Judith G. Villablanca, Kateryna Krytska, Lillian M. Lai, Patricia T. Acharya, Fariba Goodarzian, Bruce Pawel, Hiroyuki Shimada, Susan Ghazarian, Lisa J. States, Lynley V. Marshall, Louis Chesler, Meaghan Granger, Ami V. Desai, Rajen Mody, Daniel A. Morgenstern, Suzanne Shusterman, Margaret E. Macy, Navin Pinto, Gudrun Schleiermacher, Kieuhoa T. Vo, Holger Thurm, Joseph Chen, Marlon Liyanage, Gerson Peltz, Katherine K. Matthay, Esther R. Berko, John M. Maris, Araz Marachelian, Yaël P. Mossé

Bibliographic record

VenueNature Medicine · 2023
Typearticle
Languageen
FieldMedicine
TopicNeuroblastoma Research and Treatments
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
FundersNational Cancer InstituteIgnytaY-mAbs TherapeuticsVarian Medical SystemsSt. Baldrick's FoundationPfizerActuate TherapeuticsBristol-Myers SquibbEli Lilly and CompanyAlex's Lemonade Stand Foundation for Childhood CancerV Foundation for Cancer Research
KeywordsMedicineInternal medicineRefractory (planetary science)NeuroblastomaChemotherapyCyclophosphamideAdverse effectClinical trialGastroenterologyOncology

Abstract

fetched live from OpenAlex

Abstract Neuroblastomas harbor ALK aberrations clinically resistant to crizotinib yet sensitive pre-clinically to the third-generation ALK inhibitor lorlatinib. We conducted a first-in-child study evaluating lorlatinib with and without chemotherapy in children and adults with relapsed or refractory ALK-driven neuroblastoma. The trial is ongoing, and we report here on three cohorts that have met pre-specified primary endpoints: lorlatinib as a single agent in children (12 months to <18 years); lorlatinib as a single agent in adults (≥18 years); and lorlatinib in combination with topotecan/cyclophosphamide in children (<18 years). Primary endpoints were safety, pharmacokinetics and recommended phase 2 dose (RP2D). Secondary endpoints were response rate and 123 I-metaiodobenzylguanidine (MIBG) response. Lorlatinib was evaluated at 45–115 mg/m 2 /dose in children and 100–150 mg in adults. Common adverse events (AEs) were hypertriglyceridemia (90%), hypercholesterolemia (79%) and weight gain (87%). Neurobehavioral AEs occurred mainly in adults and resolved with dose hold/reduction. The RP2D of lorlatinib with and without chemotherapy in children was 115 mg/m 2 . The single-agent adult RP2D was 150 mg. The single-agent response rate (complete/partial/minor) for <18 years was 30%; for ≥18 years, 67%; and for chemotherapy combination in <18 years, 63%; and 13 of 27 (48%) responders achieved MIBG complete responses, supporting lorlatinib’s rapid translation into active phase 3 trials for patients with newly diagnosed high-risk, ALK-driven neuroblastoma. ClinicalTrials.gov registration: NCT03107988 .

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.035
GPT teacher head0.394
Teacher spread0.359 · 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 designNon-randomized trial
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

Citations125
Published2023
Admission routes1
Has abstractyes

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