Outcomes of stereotactic body radiotherapy for unresectable hepatocellular carcinoma.
Bibliographic record
Abstract
401 Background: Stereotactic body radiotherapy (SBRT) is an emerging curative treatment for hepatocellular carcinoma (HCC). We report toxicity and efficacy of all patients treated in British Columbia, one of the largest series to date. Methods: From 2011 to Jan 2018, 99 patients underwent SBRT to 128 HCCs. Fiducials were placed and 4D CT (78.4%) and respiratory gating (19.6%) were used for motion management. Local control (LC), progression-free survival (PFS) and overall survival (OS) were analyzed by Kaplan-Meier. Cox regression identified outcome predictors. Results: Median Child-Pugh Score (CPS) was A5 (65% A5, 18% A6, 12% B7, 5% B8, 1% B9) and median Albumin-Bilirubin (ALBI) score was -2.55, grade 2 (48% gr1, 45% gr2, 6% gr3). Most (87.7%) had either Hepatitis B or C and 73.7% had prior HCC treatment, with 47.5% going on to further HCC treatment post SBRT and 42.4% deceased at the time of analysis. The median tumor size was 2.8 cm (range 0.8 – 11). The median prescribed biologically effective dose (BED10) was 112.5 Gy, with 45 Gy in 3 fractions (BED10112.5 Gy) in 56.9% of cases and 45 Gy in 5 fractions (BED10 85.5 Gy) in 30.4%. Median follow-up was 18.5 months (range 2.2 – 73.5). At 3 months, 12 (11.8%) patients had a rise in CPS of ≥ 2, and 26 (25.5%) patients had increased ALBI grade (median change in score of +0.16). Excluding laboratory findings, 14 (14.1%) patients developed CTCAE V5 grade 3 / 4 toxicities (ascites n = 12, hepatic failure n = 4, hepatic pain n = 1, nausea n = 1, GI bleed n = 1). The 1-, 2- and 3-year LC were 94.3%, 86.6% and 80.2%. The median PFS was 14.8 months, respectively 53.7%, 39.5% and 23.8% at 1, 2 and 3 years. The median OS was 41.1 months, respectively 80.3%, 63.5% and 55.2% at 1, 2 and 3 years. Univariate factors predicting improved LC were mean dose (Dmean) ≥ BED10 100 Gy to GTV (p < 0.01) and PTV (p = 0.03). Predictors of improved OS were prescription dose ≥ BED10 100 Gy (p = 0.02), GTV Dmean ≥ BED10 100 Gy (p < 0.01), lower CPS (p = 0.04) and lower ALBI score pre-SBRT (p < 0.01), smaller tumor size (p < 0.01), no liver directed therapy post-SBRT (p < 0.01), younger age (p = 0.03) and favorable ECOG (p = 0.01). Conclusions: SBRT achieves excellent LC, with low rates of toxicity and can be included with or without other therapies in HCC treatment.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".