Hierarchic interaction of factors associated with liver decompensation after resection for hepatocellular carcinoma

Davide Citterio, Antonio Facciorusso, Carlo Sposito, Roberta Rota, Sherrie Bhoori, Vincenzo Mazzaferro

Research output: Contribution to journalArticlepeer-review


Importance: Liver resection is the treatment of choice for hepatocellular carcinoma (HCC) in well-compensated liver cirrhosis. Postoperative liver decompensation (LD) is the most representative and least predictable cause of morbidity and mortality. Objectives: To determine the hierarchy and interaction of factors associated with the risk for LD and to define applicable risk classes among surgical candidates. Design, Setting, and Participants: This retrospective review collected data from 543 patients with chronic liver disease who underwent hepatic resection for HCC from January 1, 2000, through December 31, 2013, in a tertiary comprehensive cancer center. Final follow-up was completed on January 31, 2015, and data were assessed from February 1 to 28, 2015. Major Outcomes and Measures: Preoperative prognostic factors and risk stratification for postoperative LD. Multivariate logistic regression was performed, and the independent risk factors for LD were included in a recursive partitioning analysis model. Results were validated by means of 10-fold cross-validation. Results: The analysis included 543 patients, of whom 411 (75.7%) were male, 132 (24.3%) were female, and the median age was 68 (interquartile range, 62-73) years. An independent association with LD was found for major hepatectomy (odds ratio [OR], 2.41; 95%CI, 1.17-4.30; P = .01), portal hypertension (OR, 2.20; 95%CI, 1.13-4.30; P = .01), and Model for End-Stage Liver Disease (MELD) score greater than 9 (OR, 2.26; 95%CI, 1.10-4.58; P = .02). Recursive partitioning analysis confirmed portal hypertension as the most important factor (OR, 2.99; 95%CI, 1.93-4.62; P < .001), followed by extension of hepatectomy with (OR, 2.76; 95%CI, 1.85-4.77; P = .03) and without (OR, 2.98; 95%CI, 1.97-4.52; P < .001) portal hypertension, and MELD score (OR, 1.79; 95%CI, 1.23-2.13; P < .001). Low-risk patients (LD rate, 4.9%[11 of 226]) without portal hypertension underwent minor resection with a MELD score of 9 or less; intermediate-risk patients (LD rate, 28.6%[85 of 297]) had no portal hypertension and underwent major resections or, in case of minor resections, had portal hypertension or a MELD score greater than 9; and high-risk patients (LD rate, 60.0%[12 of 20]) underwent major resection with portal hypertension. Risk-class progression paralleled median length of stay (7, 8, and 11 days, respectively; P < .001) and liver-related mortality (4.4%[10 of 226], 9.0% [27 of 297], and 25.0%[5 of 20], respectively; P = .001). A 10-fold cross-validation of the model resulted in a C index of 0.78 (95%CI, 0.74-0.82) and an overall error rate of 0.06. Conclusions and Relevance: The risk for postoperative LD after resection for HCC in chronic liver disease is associated with preoperative hierarchic interaction of portal hypertension, planned extension of hepatectomy, and the MELD score.

Original languageEnglish
Pages (from-to)846-853
Number of pages8
JournalJAMA Surgery
Issue number9
Publication statusPublished - Sep 1 2016

ASJC Scopus subject areas

  • Surgery


Dive into the research topics of 'Hierarchic interaction of factors associated with liver decompensation after resection for hepatocellular carcinoma'. Together they form a unique fingerprint.

Cite this