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Record W4399760686 · doi:10.1093/neuonc/noae064.129

DIPG-76. PEDIATRIC PATIENTS WITH DIFFUSE MIDLINE GLIOMA DEMONSTRATE AN UNEXPECTED PREVALENCE OF GERMLINE VARIANTS IN HOMOLOGOUS RECOMBINATION GENES

2024· article· en· W4399760686 on OpenAlexaff
Marion K. Mateos, Pamela Ajuyah, Noemi Fuentes-Bolanos, Sam El Kamand, Paulette Barahona, Ann Altekoester, Chelsea Mayoh, Holly Holiday, Jie Liu, Lujing Cui, Elke Pfaff, Alan Mackay, Adam Resnick, Mark Pinese, Loretta M. S. Lau, Dong-Anh Khuong-Quang, Kimberly Dias, Catherine Goudie, Alison Salkeld, Jo Lynne Rokita, David Jones, Nikoleta Juretic, Elisha Hayden, Stefan M. Pfister, Christof M. Kramm, Mirjam Blattner-Johnson, Nada Jabado, Maria Tsoli, Orazio Vittorio, Sabine Mueller, Yiran Guo, Kathy Tucker, Sebastian M. Waszak, Sébastien Perreault, Chris Jones, Marie Wong, Mark J. Cowley, David S. Ziegler

Bibliographic record

VenueNeuro-Oncology · 2024
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsCentre Hospitalier Universitaire Sainte-JustineUniversité de MontréalMcGill University Health Centre
Fundersnot available
KeywordsGermlineHomologous recombinationRecombinationGeneGeneticsHomologous chromosomeBiology

Abstract

fetched live from OpenAlex

Abstract BACKGROUND Pediatric patients with Diffuse Midline Gliomas (DMG), H3K27M altered have a dismal prognosis and novel therapeutic approaches are urgently needed. Factors that drive development of pediatric DMG are unknown. METHODS To determine the prevalence of germline pathogenic/likely pathogenic variants (P/LPV) in DMG, we assembled an international cohort of 252 patients with germline whole genome or whole exome sequencing data, including diffuse intrinsic pontine glioma (DIPG; n=153), from Australian, European and North American centres. RESULTS We identified germline P/LPV in cancer predisposition genes in 7.5% (19/252) of patients, mainly homologous recombination (n=9; BRCA1, BRCA2, PALB2) and Fanconi anemia genes (n=4). Germline P/LPV in mismatch repair genes (MSH2, PMS2) were found in two patients. Two patients each had two separate germline P/LPV. The prevalence of germline P/LPV was not significantly different according to age, location of DMG nor H3K27M mutational status. Furthermore, tumor profiles differed, with absence of somatic drivers in the PI3K/mTOR pathway in patients with germline P/LPV compared to those without (P = 0.023). Knockdown of BRCA1 in DMG cell cultures sensitized tumor cells to PARP inhibition. Reflecting the potential therapeutic relevance of these findings, we describe one H3.3 K27M-mutant DMG patient with a pathogenic germline BRCA2 and FANCE variant and multiple recurrences, who was treated with a PARP inhibitor (olaparib) and immune checkpoint inhibitor, leading to a near complete radiological response after 4 months. CONCLUSION Our study is the largest series to date investigating germline P/LPV in cancer predisposition genes in DMG and provides new therapeutic insights. It is expected that these germline findings will also guide cascade testing for a proband’s relatives. Our data highlight the importance of germline testing in H3K27-altered DMG patients at diagnosis.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
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 head0.014
GPT teacher head0.279
Teacher spread0.265 · 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 designObservational
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
Published2024
Admission routes1
Has abstractyes

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