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Record W4410221646 · doi:10.1016/j.jhepr.2025.101451

SBRT for bridging and downstaging HCC before transplant

2025· article· en· W4410221646 on OpenAlexaff
Zhihao Li, Michael Yan, Marco P. A. W. Claasen, Luckshi Rajendran, Christian Tibor Josef Magyar, Saheli Saha, Nazia Selzner, Elmar Jaeckel, Anand Ghanekar, Mark S. Cattral, Blayne A. Sayed, Markus Selzner, I. McGilvray, Chaya Shwaartz, Trevor Reichman, Grainne M. O’Kane, Arndt Vogel, Robert C. Grant, Tae Kyoung Kim, C. Naidoo, Ali Hosni, Rebecca Wong, Aruz Mesci, Jelena Danilović Luković, Aisling Barry, John Kim, Laura A. Dawson, Gonzalo Sapisochin

Bibliographic record

VenueJHEP Reports · 2025
Typearticle
Languageen
FieldMedicine
TopicHepatocellular Carcinoma Treatment and Prognosis
Canadian institutionsUniversity of TorontoPrincess Margaret Cancer CentreUniversity Health Network
Fundersnot available
KeywordsBridging (networking)MedicineOncologyComputer science

Abstract

fetched live from OpenAlex

Background & Aims: Stereotactic body radiotherapy (SBRT) has emerged as a bridging/downstaging therapy for patients with hepatocellular carcinoma (HCC) awaiting liver transplantation (LT). This study evaluates the safety and outcomes of the use of SBRT in such patients. Methods: A retrospective review was conducted from 2004 to 2019 on 88 adult patients with HCC receiving SBRT as bridging/downstaging therapy. Endpoints, included treatment-related toxicities, liver function decline, and LT probability post SBRT, were analyzed using competing risk analysis. Results: 7%, 15%, and 17% at 1, 3, and 5 years, respectively). Explant pathology revealed a 25% complete pathological response rate (bridging, 30%; downstaging, 12%). Conclusions: Our results showed that SBRT is a safe and effective bridging therapy for HCC. However, its role in downstaging is limited by lower response rates and higher recurrence, emphasizing the importance of patient selection. Impact and implications: SBRT is an emerging therapy for patients with HCC awaiting LT, with limited data available on its safety and efficacy. Our study provides crucial insights for physicians and researchers, demonstrating that SBRT is a safe and effective option for bridging patients with HCC to transplantation. These findings are important for optimizing treatment strategies and providing patients with additional therapeutic options while awaiting transplantation. However, the lower response rates and higher recurrence in the downstaging group highlight the need for further research to improve patient selection and tailor treatments for optimal outcomes.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.292
Threshold uncertainty score0.386

Codex and Gemma teacher scores by category

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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.025
GPT teacher head0.261
Teacher spread0.236 · 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 teacher head, 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 routes1
Has abstractyes

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