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An updated retrospective review of the safety and efficacy of sorafenib for recurrent hepatocellular carcinoma post-liver transplantation.

2019· article· en· W2911731790 on OpenAlexaff
Sophie Feng, Nazanin Fallah‐Rad, Yanshuo Cao, Jennifer J. Knox, Raymond Woo-Jun Jang, Neesha C. Dhani, Gonzalo Sapisochín, David Grant, Paul D. Greig, Leslie Lilly, Andre Gorgen, Eric Xueyu Chen

Bibliographic record

VenueJournal of Clinical Oncology · 2019
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPI3K/AKT/mTOR signaling in cancer
Canadian institutionsUniversity of TorontoToronto General HospitalUniversity Health NetworkPrincess Margaret Cancer Centre
Fundersnot available
KeywordsSorafenibMedicineHepatocellular carcinomaInternal medicineLiver transplantationToxicityImmunosuppressionAdverse effectCalcineurinTacrolimusOncologyRetrospective cohort studyGastroenterologySurgeryTransplantation

Abstract

fetched live from OpenAlex

313 Background: Orthotopic liver transplantation (OLT) is a potentially curative treatment for hepatocellular carcinoma (HCC). Despite an estimated recurrence rate between 15%-20%, there is currently no proven systemic therapy for the treatment of HCC relapse post OLT. Sorafenib has been a standard therapy for advanced HCC however data is lacking for the safety and efficacy of sorafenib in the setting of concurrent immunosuppressive agents. Methods: A retrospective review was performed of patients who received sorafenib for HCC relapse after OLT. Data on patient characteristics, treatment toxicity and efficacy was collected. The primary objectives were to evaluate toxicity and safety of sorafenib when used in combination with immunosuppressive therapies such as calcineurin and mTOR inhibitors. Secondary objectives were objective response rate, progression free survival (PFS), and time on therapy. Results: 35 patients over the last 11 years received sorafenib for HCC recurrence following OLT. 54.3% of patients received concurrent immunosuppression with tacrolimus. Toxicity from sorafenib was as expected, with no cases of acute or chronic organ rejection whilst on treatment. The median maximum tolerated dose was 400 mg a day with 40% of patients requiring dose reductions. The incidence of any adverse events (AEs) was 88.6%, with 17.1% having Grade 3-4 toxicity. Incidence of Grade 3-4 liver dysfunction was higher than historical studies at 6%. The overall response rate was 2.8% with a median PFS of 2.8 months. Median time on sorafenib was 3.1 months. Conclusions: There is a paucity of evidence guiding treatment of HCC recurrence following OLT. This retrospective review is one of the largest in the literature and shows that sorafenib used concurrently with immunosuppressive therapy for organ transplant is safe, with no precipitation of acute or chronic rejection, although liver function should be monitored closely. The median PFS in our cohort was shorter than expected. The efficacy of other agents should be explored in this population.[Table: see text]

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)0.009
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: Review · Consensus signal: Review
Teacher disagreement score0.006
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.010
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.037
GPT teacher head0.383
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
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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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