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Record W7135049491 · doi:10.1093/neuped/wuaf001.156

HGG-21. A Systematic Study of Molecular Diagnosis, Treatment, Prognostic Factors and Survival Outcome in Patients with Infant-Type Hemispheric Glioma (IHG) Patients: A Meta-analysis of 164 patients

2025· article· en· W7135049491 on OpenAlexaff
Aditi Bagchi, Lara Chavaz, Sandeep Dhanda, Fabienne Toutain, Stefan M Pfister, Dominik Strum, Torsten Pietsch, Gerrit H. Gielen, Andreas Waha, Mathew Clarke, Congyu Lu, Martin Benesch, Thomas Perwein, Gunther Nussbaumer, CM Kramm, Maura Massimino, Veronica Biassoni, Maria Vinci, Angela Mastronuzzi, Dannis van Vuurden, Sophie E. M. Veldhuijzen van Zanten, Alan Mackay, Chris Jones, David T W Jones, Ana S Guerreiro Stucklin, Uri Tabori, Cynthia Hawkins, Scott Ryall, Andrés Morales La Madrid, Álvaro Lassaletta, Simon Bailey, Darren R Hargrave, Jason Chiang, Moatasem El-Ayadi, Bruna Minniti Mançano, Rui Reis, Christian Hagel, Hamza Gorzi, Nicolas Silvestrini, Ahmed Gilani, L. I. Papusha, X. H. Zhou, Amar Gajjar, Giles W Robinson, Andre O vonBuren

Bibliographic record

VenueNeuro-Oncology Pediatrics · 2025
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsHospital for Sick ChildrenInstitute of Cancer Research
Fundersnot available
KeywordsDiseaseGliomaMultivariate analysisOverall survivalNoveltyAdjuvant therapyTyrosine kinaseReceptor tyrosine kinase

Abstract

fetched live from OpenAlex

Abstract Infant-type hemispheric glioma (IHG) is newly recognized in the fifth edition of the World Health Organization (WHO) Classification of Tumors of the Central Nervous System (CNS). Diagnosed during infancy, these large hemorrhagic gliomas commonly harbor structural rearrangements in receptor tyrosine kinases (RTKs) and have a distinct methylation profile. Due to the novelty and rarity of IHG, optimal treatment and factors determining clinical outcomes are yet to be established. Here, we curated 164 IHG cases; 155 identified by methodical literature search and 9 new cases collected from collaborators. All tumors were hemispheric in location, were diagnosed at a median age of 3 (0-52) months, and were frequently (95%) non-metastatic. 95% cases reported fusions in RTKs (ALK [45%], NTRK1/2/3[21.5%], ROS1[19.5%], MET [8.5%] and ABL2 [0.5%]). 64%, 20%, and 8% of patients were treated with surgery + adjuvant chemotherapy, surgery-only and surgery + targeted therapy (TT), respectively. 3-year event free survival (EFS) and overall survival (OS) was 47.9% [39.1-58.7] and 79.8% [72.4-88.0]. Only 5 patients received radiation during their treatment course. Twenty-three patients succumbed to disease, of which tumor progression (52%) and intra-cranial hemorrhage (26%) were the most common causes of death. In multivariate analysis, presence of residual tumor significantly increased the risk of death (p < 0.05); 3-year EFS for patients with versus without residual disease was 33.5% versus 54.8% (p < 0.05);3-year OS was 62.8% versus 94.0% (p < 0.05). Patients treated with surgery-only also showed comparatively worse 3-Y- EFS 31.2% (p < 0.05). In conclusion, IHG is a fusion driven tumor, complete surgical resection is associated with a better prognosis and, paradoxically, children die from intracranial hemorrhage (likely surgically induced trauma). Furthermore, we identified a sizeable gap between EFS and OS. Together, these findings show that patients can survive progression and suggest that optimal primary therapy for IHG has not been established.

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0040.011
Bibliometrics0.0020.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
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 head0.027
GPT teacher head0.298
Teacher spread0.270 · 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 designMeta-analysis
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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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