4.5 Article

Development of a Prognostic Nomogram in Hepatocellular Carcinoma with Portal Vein Tumor Thrombus Following Trans-Arterial Chemoembolization with Drug-Eluting Beads

Journal

CANCER MANAGEMENT AND RESEARCH
Volume 13, Issue -, Pages 9367-9377

Publisher

DOVE MEDICAL PRESS LTD
DOI: 10.2147/CMAR.S341672

Keywords

hepatocellular carcinoma; portal vein tumor thrombus; trans-arterial chemoembolization; drug-eluting beads; nomogram

Categories

Funding

  1. Major Project of Science and Technology Innovation 2030 -New Generation of Artificial Intelligence [2020AAA0109503]

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A prognostic nomogram was developed and validated for eastern patients with HBV-associated HCC and PVTT undergoing DEBTACE treatment. The nomogram accurately predicted 6-, 12-, and 18-month overall survival based on factors including tumor number, GGT level, and PVTT level. Performance evaluation of the nomogram demonstrated its excellent performance in both training and test cohorts.
Objective: To develop and validate a prognostic nomogram in eastern patients with hepatitis B virus (HBV)-associated hepatocellular carcinoma (HCC) and portal vein tumor thrombus (PVTT) receiving trans-arterial chemoembolization with drug-eluting beads (DEB Methods: This retrospective study included 200 patients with training cohort (n = 118) from institution 1 and test cohort (n = 82) from institution 2. All these patients received first-line DEB-TACE between October 2016 and October 2018. Multivariate Cox proportional hazard regression analysis was performed on the training cohort to reveal the independent prognostic factors, and then prognostic nomograms were developed. In order to evaluate the performance of the nomogram comprehensively in both the training and test cohorts, C-index, Kaplan-Meier curve with Log rank test, receiver operating characteristic curve (ROC), calibration plot, and decision curve analysis (DCA) were performed. Results: Tumor number, serum gamma-glutamyl transferase (GGT) level, and level of PVTT were independent risk factors of prognosis. A nomogram was constructed to predict 6-, 12- and 18-month overall survival (OS) based on these identified prognostic factors. C-indexes of the nomogram were 0.88 (95% confidence interval [CI], 0.79-0.97) in the training cohort and 0.87 (95% CI, 0.75-0.99) in the test cohort. The Kaplan-Meier curve analysis showed that the nomogram was able to separate patients into low- and high-risk subgroups. ROC curves for the nomogram at 6-, 12- and 18-month showed satisfied discrimination, with an AUC of 0.765, 0.803 and 0.809 in the training cohort, respectively, and 0.772, 0.724 and 0.746 in the test cohort, respectively. The calibration curve demonstrated good agreement between predicted and actual survival rates in the training and test cohorts. The decision curve showed good performance of the nomogram in terms of clinical application. Conclusion: We developed and validated a nomogram that was accurate and clinically useful in eastern patients with HBV-associated HCC with PVTT who underwent DEBTACE.

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