Characteristics and Survival Outcomes of Hepatocellular Carcinoma After the Fontan Operation
Bibliographic record
Abstract
BACKGROUND: The Fontan operation is a surgical procedure to palliate single ventricle congenital heart disease. Hepatocellular carcinoma (HCC) is a rare complication of Fontan-associated liver disease (FALD). OBJECTIVES: The authors aim to examine characteristics of individuals with Fontan circulation diagnosed with HCC and to describe tumor characteristics, treatment, and survival outcomes of these patients. METHODS: This was a multicenter retrospective case-control study of adults with Fontan circulation between 2005 and 2021. HCC cases were included based on histology or imaging-based diagnosis. Controls were randomly selected in a 3:1 ratio from the center in which the case was derived. Descriptive statistics were used to compare groups and Kaplan-Meier survival analysis was performed. RESULTS: There were 58 cases of HCC diagnosed at a median age of 31 (IQR: 26-38) years. Diagnosis was made at very early or early stage disease in 68%. Compared to controls, cases had higher prevalence of advanced FALD including varices, ascites, splenomegaly, and decreased platelets. Treatment with curative intent (combined heart-liver transplantation, resection, or ablation) was performed in 41%. Survival at 1 year was 78.9% and highest among those diagnosed at very early or early stage. Over half were undergoing active surveillance at diagnosis, which showed a nonsignificant trend toward higher survival (P = 0.088). CONCLUSIONS: We describe the clinical characteristics, treatment, and survival in patients with FALD-HCC. Results suggest that adults with FALD-HCC diagnosed with early stage disease may have survival benefit. Our findings underscore the importance of HCC screening for early detection in individuals after the Fontan operation.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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 teacher head, 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".