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Record W4404506556 · doi:10.1002/pbc.31454

Disseminated DIG–DIA With a Rare FMR1–RAF1 Fusion With Good Response to Targeted Therapy

2024· letter· en· W4404506556 on OpenAlexaffabout
Laurence Reeves‐Breton, Laurence Allain, Sayanthen Sathyakumar, Emily Boyer, Louis Crevier, Sébastien Perrault, Maxime Richer, Catherine Bourget, Panagiota Giannakouros, William Legallou, Damien Faury, Julie Laflamme, Cynthia Hawkins, Éric Bouffet, Nada Jabado, Hallie Coltin, Samuele Renzi

Bibliographic record

VenuePediatric Blood & Cancer · 2024
Typeletter
Languageen
FieldMedicine
TopicVascular Malformations Diagnosis and Treatment
Canadian institutionsUniversity of TorontoMontreal Children's HospitalUniversité de MontréalHospital for Sick ChildrenCentre hospitalier de l'Université LavalMcGill University Health CentreMcGill UniversityUniversité LavalCentre Hospitalier de l’Université de MontréalSickKids FoundationCentre Hospitalier Universitaire Sainte-JustineSunnybrook Health Science Centre
Fundersnot available
KeywordsLibrary scienceMedicineMarie curieArt historyArtHumanitiesComputer science

Abstract

fetched live from OpenAlex

Desmoplastic infantile ganglioglioma (DIG) and desmoplastic infantile astrocytoma (DIA) are rare tumors that usually present at a young age [1]. Multifocal presentations and/or dissemination are even more rare [2]. Under the recent World Health Organization (WHO) classification of central nervous system (CNS) tumors, DIG and DIA are classified as glioneuronal and neuronal tumor subtypes of gliomas, glioneuronal tumors, and neuronal tumors [3]. Here we report an infant with an aggressive presentation of multifocal DIG/DIA in the setting of atypical activation of the mitogen-activated protein kinase (MAPK) pathway (RAF1 Fusion). An 8-month-old girl presented to the emergency room with progressive left-sided hemiparesis of the upper limb and lethargy. Head and spine magnetic resonance imaging (MRI) showed a large right frontotemporal mass with both cystic and solid components, measuring 8.2 × 6.1 × 7.2 cm3, along with diffuse intracerebral and spinal leptomeningeal spread, vasogenic edema, and hydrocephalus with transependymal resorption. The patient underwent a gross total resection of the predominant mass, which was attached to the dura, firm, moderately vascular, and contained multiple cystic areas. A ventriculoperitoneal shunt was not needed, as cerebrospinal fluid circulation was restored post-resection. The patient's hemiparesis almost completely resolved following surgery. Histopathology initially suggested a high-grade glioma with retained INI1 staining, ATRX wildtype, and p53 overexpression. Within 3 weeks post-surgery, while awaiting complete pathology results, the patient's condition worsened, with signs of increased irritability. A repeat MRI showed notable worsening of leptomeningeal spread. In response to the rapid progression and preliminary pathology findings, the patient began chemotherapy per the COG ACNS 0334 protocol (NCT00336024). MRI reassessment after the first chemotherapy cycle showed a slight regression of leptomeningeal dissemination and reduction of a primary spinal nodule at D5–D6. Molecular analysis was conducted at The Hospital for Sick Children (Toronto, ON, Canada). A methylation array classified the tumor as a DIG/DIA with a DKFZ v12.5 confidence of 0.999. Further RNA sequencing identified an FMR1::RAF1 fusion and a PTEN p.F341V single-nucleotide variant (Figure 1). On the basis of these findings, a diagnosis of disseminated DIG/DIA with MAPK pathway hyperactivation was confirmed. As a result, the initial high-grade glioma chemotherapy was modified to a combination of vinblastine (standard treatment for low-grade glioma in Canada) and an MEK inhibitor, low-dose trametinib (0.03 mg/kg per dose), to indirectly target the rare FMR1–RAF1 fusion. The treatment was well tolerated with no significant side effects. The patient completed 70 weeks of vinblastine in March 2024 and, now 2 years post-diagnosis, maintains clinically and radiologically stable disease while continuing trametinib (Figure 2). DIG and DIA are a subtype of glioneuronal and neuronal tumors [3] primarily affecting infants aged 1–24 months, with a male-to-female ratio of 1.7:1 [4]. Typically, these tumors are large, hemispheric, and located supratentorially with cystic components and a contrast-enhancing nodule attached to the dura [5, 6]. Molecular studies have identified common genetic alterations in DIG/DIA, such as the BRAF V600E mutation and non-canonical BRAF mutations, including BRAFV600D [7], which are considered key drivers in tumor pathogenesis and potential therapeutic targets [1]. Given the complexity of pediatric glial and glioneuronal tumors, the WHO CNS tumor classification (5th edition) [8] emphasizes the importance of methylome profiling in diagnosis. For our patient, methylation analysis was crucial for diagnostic confirmation. RAF1 fusions in pediatric tumors are exceptionally rare, documented with partners like QKI, FYCO, TRIM33, SRGAP3, NF1A, and ATG7 [9-14]. Recently, three cases of brain tumors with TRAK1–-RAF1 fusion were reported, involving female patients aged 8 years, 15 months, and 10 months, two of whom had DIG/DIA-compatible methylation profiles. Unlike our patient, however, all these children had localized tumors and were treated with surgery alone. To our knowledge, FMR1–RAF1 fusion gliomas have not been reported in the literature. Zhang et al. described an FMR1–RAF1 fusion in a pediatric sarcoma patient, who did not receive MEK inhibition [15]. The treatment of disseminated DIG/DIA is challenging due to its multifocal nature and the potential long-term effects of aggressive therapies in young patients. Although options include surgical resection, chemotherapy, and radiation, the latter is often avoided in young children to prevent neurocognitive and other sequelae. Treatment should be individualized, balancing disease control with a minimization of toxic effects. In this case, methylation profiling confirmed the diagnosis, and the identification of the RAF1 fusion enabled a targeted approach with less intensive chemotherapy while maintaining disease control. Ongoing trametinib therapy duration will depend on clinical and radiological responses, side effects, and future recommendations. DIG/DIA are rare and complex pediatric brain tumors requiring individualized, molecularly driven treatment strategies. Advances in molecular genetics provide valuable insights into DIG/DIA pathogenesis, guiding potential therapies. Comprehensive molecular analysis remains essential for accurate diagnosis and effective treatment of these rare tumors. The authors declare no conflicts of interest.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

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

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 head0.009
GPT teacher head0.254
Teacher spread0.245 · 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 designCase report
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
Published2024
Admission routes2
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