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Record W4409050750 · doi:10.1016/j.ijrobp.2025.03.052

Patient-Reported Quality-of-Life Outcomes After Abdominopelvic Stereotactic Body Radiation Therapy Using an MR-Linac System

2025· article· en· W4409050750 on OpenAlexafffund
Alborz Jooya, Sophia Ly, Laura A. Dawson, Amanda Moreira, Teodor Stanescu, Michael Velec, Anna Santiago, Aruz Mesci, Alejandro Berlín, Ali Hosni, Peter Chung, Rebecca Wong, Michael Yan

Bibliographic record

VenueInternational Journal of Radiation Oncology*Biology*Physics · 2025
Typearticle
Languageen
FieldMedicine
TopicColorectal Cancer Surgical Treatments
Canadian institutionsPrincess Margaret Cancer Centre
FundersUniversity Health NetworkMerck
KeywordsMedicineMedical physicsLinear particle acceleratorRadiologyRadiation therapyNuclear medicineOpticsPhysics

Abstract

fetched live from OpenAlex

PURPOSE: Despite the increasing use of MR-Linac (MRL) in the management of patients with oligometastatic or upper gastrointestinal malignancies, health-related quality-of-life (HRQoL) outcomes are lacking. Currently, it is not well established whether treatments using MRL offer HRQoL advantages over CT-based treatments. In this study, we present prospectively collected HRQoL data after abdominopelvic stereotactic body radiation therapy (SBRT) on a 1.5T MRL system. METHODS AND MATERIALS: We conducted a single-center, prospective observational study of patients receiving MR guided adaptive radiotherapy using the MRL system from September 2019 to November 2024 at Princess Margaret Hospital for abdominopelvic targets. HRQoL assessment was performed using questionnaires from the European Organization for Research and Treatment of Cancer QLQ-C30. Linear mixed-effects models were used to compare the change in the HRQoL domain scores of the QLQ-C30 questionnaire within the MRL cohort from baseline to 3-month and 1-year follow-ups. RESULTS: Seventy-three patients were included in the analysis. Most patients had pelvic (43.8%) or abdominal (34.2%) targets. Following SBRT, 46.6% of the patients received systemic therapy. There was a significant increase in the symptom scale scores for fatigue (β = 8.9; 95% CI = 4.5, 13.2; P < .001) and nausea and vomiting (β = 3.9; 95% CI = 1.2, 6.6; P = .005) at the final fraction compared with baseline. Fatigue remained significantly increased from baseline to the first follow-up at 3 months (β = 4.7; 95% CI = 0.5, 9.0; P = .03). At 12 months, no significant difference was observed in any scale compared with baseline. CONCLUSIONS: Stereotactic radiation treatments using online adaptive MR guided radiation therapy on MRL are well tolerated in patients with abdominopelvic metastases, with HRQoL returning to baseline at 12 months.

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)0.001
metaresearch head score (Gemma)0.003
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 score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.050
GPT teacher head0.395
Teacher spread0.346 · 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

Citations4
Published2025
Admission routes2
Has abstractyes

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