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Record W2808988165 · doi:10.1093/neuonc/noy059.399

LGG-59. REMARKABLE OBJECTIVE RESPONSE AND FAVORABLE SURVIVAL FOR BRAF-V600E CHILDHOOD LOW-GRADE GLIOMAS TO BRAF INHIBITORS COMPARED CONVENTIONAL CHEMOTHERAPY

2018· article· en· W2808988165 on OpenAlexaff
Michal Zápotocký, Scott Ryall, Kohei Fukuoka, Ana Guerreiro Stücklin, Julie Bennett, David Sumerauer, Zdeněk Pavelka, Ofelia Cruz, Palma Solano‐Páez, Maria Luisa Garrè, Péter Hauser, Didier Frappaz, Jordan R. Hansford, Nisreen Amayiri, Helena Mörse, Magnus Sabel, Anne Grete Bechensteen, Jack Su, Matthias A. Karajannis, Jonathan L. Finlay, David D. Eisenstat, Adela Cañete, Helen Toledano, Sonika Dahiya, Sarah Leary, Theodore Nicolaides, Elisabeth Finch, Sabine Mueller, Jean M. Mulcahy Levy, David W. Ellison, Álvaro Lassaletta, Valérie Larouche, Vijay Ramaswamy, Peter B. Dirks, Tara McKeown, Ute Bartels, Éric Bouffet, Cynthia Hawkins, Uri Tabori

Bibliographic record

VenueNeuro-Oncology · 2018
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsUniversity of AlbertaUniversité LavalStollery Children's HospitalHospital for Sick Children
Fundersnot available
KeywordsMedicineOncologyGliomaChemotherapyV600EInternal medicinePilocytic astrocytomaDiscontinuationRadiation therapyCancer researchAstrocytomaMutationBiology

Abstract

fetched live from OpenAlex

Activation of the MAPK pathway represents a hallmark of pediatric low-grade glioma (pLGG) and is frequently caused by BRAF alterations. BRAF-V600E represent an aggressive type of pLGG with less than optimal response to conventional chemo-radiation approaches. While clinical trials using BRAF-V600E inhibitors are ongoing, these data are not yet available. We have assembled an international cohort of BRAF-V600E glioma patients treated off-label with BRAF inhibitors as a monotherapy. Complete molecular, clinical and imaging data is being collected and compared to previous chemo-radiation therapies. Ongoing data form the taskforce on 40 BRAF-V600E gliomas from 25 international institutions is summarized below. The most prevalent histologies were ganglioglioma, pilocytic astrocytoma and pleomorphic xanthoastrocytoma, located mainly in the chiasm, brainstem and temporal lobes. Strikingly, 66% of BRAF V600E pLGG patients achieved partial response (PR) to targeted inhibitors versus only 6.6% response to conventional chemotherapy (p<0.001). Five patients progressed during treatment 0.5 to 2.1 years after the start of BRAF inhibitor therapy. Additionally, 3 pLGG progressed after discontinuation of therapy. Two-year progression-free survival was 84.2% (95%CI,69.3-100) versus 50% (95%CI,32.2-77.5) with targeted agents and chemotherapy, respectively (p=0.021). Interestingly, 6 patients with BRAF V600E positive high-grade glioma did not exhibit objective responses to BRAF inhibitor therapy and the majority suffered from early progression. Our data suggest BRAF inhibitors to be potent therapeutic agents in BRAF-V600E pLGG but not HGG. Future studies aimed at mechanism of resistance and differential response to targeted agents are required.

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)0.001
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 score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
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)0.0020.000

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 head0.019
GPT teacher head0.310
Teacher spread0.291 · 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

Citations0
Published2018
Admission routes1
Has abstractyes

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