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Record W4385770840 · doi:10.21037/apm-22-965

Palliative radiotherapy for hepatic tumors: a narrative review of indications and recommendations

2023· review· en· W4385770840 on OpenAlexaff
Michael Pennock, Jonathan Klein, Michael Lock

Bibliographic record

VenueAnnals of Palliative Medicine · 2023
Typereview
Languageen
FieldMedicine
TopicHepatocellular Carcinoma Treatment and Prognosis
Canadian institutionsLondon Health Sciences Centre
Fundersnot available
KeywordsMedicineRadiation therapyCochrane LibraryRandomized controlled trialRadiologyOncologyInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND AND OBJECTIVE: Primary and metastatic liver cancer presents heterogeneously. New radiotherapy techniques have reduced toxicity concerns, leading to increased use of liver radiotherapy. This review synthesizes available evidence and offers recommendations for palliative radiotherapy for liver cancer. METHODS: PubMed, Ovid Medline, Embase, Cochrane Central, and Web of Science were searched from inception to December 28th, 2022. Articles reporting local control (LC), survival, toxicity, symptom control, and response after stereotactic body radiotherapy (SBRT), partial-liver, or whole-liver radiotherapy (WLRT) techniques were reviewed. We also identified nomograms identifying patients who may benefit from radiotherapy. KEY CONTENT AND FINDINGS: Nine randomized-controlled trials were found, in addition to many retrospective, feasibility, and phase I or II studies. Patients with favorable prognosis may receive SBRT using 30-50 Gray (Gy) in 3-5 fractions for primary cancer and up to 60 Gy for metastases, provided normal-tissue constraints are met. Select patients with multiple (>5) or large (>10 cm) lesions or macrovascular invasion (MVI) may be considered, but with potentially reduced LC and increased toxicity. Lower SBRT doses (i.e., 25 Gy in 5 fractions) can be considered on a cautionary basis for patients with poorer liver function or health. Patients with larger tumor burden, poor performance status (PS), or inability to tolerate SBRT positioning or motion-management can consider partial-liver three-dimensional conformal radiotherapy (3DCRT). For patients with extremely guarded prognosis and/or extremely poor performance, WLRT provides pain and symptom relief over several weeks. Combining radiotherapy and systemic therapy may allow radiotherapy de-escalation while maintaining good outcomes. CONCLUSIONS: Radiotherapy has a definite role for palliation of liver cancer with practical research providing guidance in the use of techniques and different regimens in various patient subgroups. Future investigation, including randomized trials, is needed to optimize patient selection, radiotherapy techniques, and integration with other therapies.

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)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0070.007
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.386
GPT teacher head0.480
Teacher spread0.094 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations5
Published2023
Admission routes1
Has abstractyes

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