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Record W4416141494 · doi:10.1093/neuonc/noaf201.0247

CNSC-39. USE OF MAGNETIC RESONANCE-GUIDED FOCUSED ULTRASOUND IN THE TREATMENT OF DIFFUSE INTRINSIC PONTINE GLIOMA

2025· article· en· W4416141494 on OpenAlexaff
Catherine Lin, Sérgio Simões, Andrew Bondoc, Christian A. Smith, James T. Rutka

Bibliographic record

VenueNeuro-Oncology · 2025
Typearticle
Languageen
FieldEngineering
TopicUltrasound and Hyperthermia Applications
Canadian institutionsHospital for Sick ChildrenUniversity of Toronto
FundersNational Institutes of Health
KeywordsFocused ultrasoundDrug deliveryGliomaImmune systemTargeted drug deliverySonicationImmunohistochemistryUltrasound

Abstract

fetched live from OpenAlex

Abstract Diffuse intrinsic pontine glioma (DIPG) is the leading cause of brain tumour-related deaths in childhood. Current treatment is radiation with or without chemotherapy, as surgical resection is impossible due to its location within the brainstem. A major obstacle to treatment is impaired drug delivery across an intact blood-brain barrier (BBB). However, magnetic resonance-guided focused ultrasound (MRgFUS) can transiently open the BBB and enhance the delivery of BBB-impermeable drugs. Interestingly, MRgFUS has also been shown to modulate the immune response in treated regions, although this has not been characterized in DIPG models. We hypothesize that MRgFUS can be utilized to improve treatment effects of targeted drugs and immune-based therapies for patients with DIPG, specifically through enhanced delivery of therapeutics to increase drug efficacy and immunomodulation to boost anti-tumour immune responses. We used an MRgFUS system in a controller mode where acoustic pressure is adjusted based on the acoustic feedback received, and a fixed mode where pressure remains constant. Initial experiments focused on optimization using non-tumour bearing mice. Brain tissue was collected at 24-hours (n=8), 72-hours (n=10), and 1-week (n=10) post-MRgFUS. Immunohistochemistry was conducted for immune characterization of sonicated and non-sonicated regions in MRgFUS-treated and non-treated animals. Optimization results indicate that safe and effective opening is feasible when sonicating at an acoustic pressure of 300 kPa using the fixed pressure mode, and for a sonication period of 90 seconds using the controller mode. Preliminary immunohistochemistry results show increased macrophage infiltration in sonicated regions. Altogether, our results demonstrate that BBB opening can be replicated using different MRgFUS systems and parameters. Future studies include modulating these parameters to optimize immune cell infiltration within the brainstem, which may help extend treatment efficacies when combined with radiotherapy and chemotherapy. The use of MRgFUS is an exciting new tool for broadening therapeutic options for patients with DIPG.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.001
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 head0.023
GPT teacher head0.261
Teacher spread0.238 · 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
Published2025
Admission routes1
Has abstractyes

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