ArticleFrontiers in oncology2023
A novel nomogram predicting the early recurrence of hepatocellular carcinoma patients after R0 resection.
Article in Frontiers in oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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10 citing papers in PubMed, 16 citations in OpenAlex.
- Predictors of True Early Recurrence in Patients Undergoing Radiofrequency Ablation for Hepatocellular Carcinoma.JGH open : an open access journal of gastroenterology and hepatology · 2026Article
- Machine learning integrating MRI and clinical features predicts early recurrence of hepatocellular carcinoma after resection.Scientific reports · 2026Article
- Preoperative prediction of early recurrence and microvascular invasion in hepatocellular carcinoma using conventional ultrasound, elastography, and clinical nutritional indicators: a radiomics-based study.American journal of translational research · 2026Article
- Trajectory-Based Integration of Biomarker Dynamics and Clinical Features for Prognostic Prediction in Hepatocellular Carcinoma: A Retrospective Cohort Study.Journal of hepatocellular carcinoma · 2026Article
- Nomogram for predicting postoperative recurrence in elderly patients with hepatocellular carcinoma based on multimodal ultrasound.Discover oncology · 2025Article
- Comparison of Long-Term Outcomes Between Repeated Hepatic Resection and Radiofrequency Ablation in Patients with Small Recurrent Hepatocellular Carcinoma After Initial Curative Resection: A Propensity Score Matched Study.Journal of hepatocellular carcinoma · 2025Article
- Nomogram for predicting postoperative recurrence in patients with microvascular invasion-negative hepatocellular carcinoma: development and validation.Frontiers in immunology · 2025Article
- Risk Factors for Recurrence in Patients with Hepatocellular Carcinoma After Curative Resection or Ablation.Journal of hepatocellular carcinoma · 2025Review
- Preoperative prediction of microvascular invasion classification in hepatocellular carcinoma based on clinical features and MRI parameters.Oncology letters · 2024Article
- Network meta-analysis of adjuvant treatments for patients with hepatocellular carcinoma after curative resection.BMC gastroenterology · 2023Article
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7 authors at 1 institution in 1 country.
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Abstract
Background: Early tumor recurrence is one of the most significant poor prognostic factors for patients with HCC after R0 resection. The aim of this study is to identify risk factors of early recurrence, in addition, to develop a nomogram model predicting early recurrence of HCC patients. Methods: A total of 481 HCC patients after R0 resection were enrolled and divided into a training cohort (n = 337) and a validation cohort (n = 144). Risk factors for early recurrence were determined based on Cox regression analysis in the training cohort. A nomogram incorporating independent risk predictors was established and validated. Results: Early recurrence occurred in 37.8% of the 481 patients who underwent curative liver resection of HCC. AFP ≥ 400 ng/mL (HR: 1.662; P = 0.008), VEGF-A among 127.8 to 240.3 pg/mL (HR: 1.781, P = 0.012), VEGF-A > 240.3 pg/mL (HR: 2.552, P < 0.001), M1 subgroup of MVI (HR: 2.221, P = 0.002), M2 subgroup of MVI (HR: 3.120, P < 0.001), intratumor necrosis (HR: 1.666, P = 0.011), surgical margin among 5.0 to 10.0 mm (HR: 1.601, P = 0.043) and surgical margin < 5.0 mm (HR: 1.790, P = 0.012) were found to be independent risk factors for recurrence-free survival in the training cohort and were used for constructing the nomogram. The nomogram indicated good predictive performance with an AUC of 0.781 (95% CI: 0.729-0.832) and 0.808 (95% CI: 0.731-0.886) in the training and validation cohorts, respectively. Conclusions: Elevated serum concentrations of AFP and VEGF-A, microvascular invasion, intratumor necrosis, surgical margin were independent risk factors of early intrahepatic recurrence. A reliable nomogram model which incorporated blood biomarkers and pathological variables was established and validated. The nomogram achieved desirable effectiveness in predicting early recurrence in HCC patients.
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