ArticleCancer management and research2020
Novel Prognostic Nomograms for Predicting Early and Late Recurrence of Hepatocellular Carcinoma After Curative Hepatectomy.
Article in Cancer management and research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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24 citing papers in PubMed, 27 citations in OpenAlex.
- Effect of Jinlong capsule on the survival of patients with hepatocellular carcinoma: a propensity score matching study.Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan · 2026Article
- Contrast-Enhanced CT Shell Features and Deep Learning for Predicting Early Transarterial Chemoembolization Refractoriness in Hepatocellular Carcinoma.Journal of hepatocellular carcinoma · 2026Article
- Functional Dose-Volume Analysis Based on a Novel Image Biomarker Derived From Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Predicting Poststereotactic Body Radiation Therapy Liver Function Preservation in Patients With Hepatocellular Carcinoma.Advances in radiation oncology · 2025Article
- Comprehensive strategies for management of postoperative hyper-progression recurrence (HPR) of hepatocellular carcinoma: a 12-year large sample multi-center study.Cancer biology & medicine · 2025Article
- Advancing microvascular invasion diagnosis: a multi-center investigation of novel MRI-based models for precise detection and classification in early-stage small hepatocellular carcinoma (≤ 3 cm).Abdominal radiology (New York) · 2025Article
- Risk Factors for Recurrence in Patients with Hepatocellular Carcinoma After Curative Resection or Ablation.Journal of hepatocellular carcinoma · 2025Review
- Potential role of predictive models in assessment of liver inflammation in patients with hepatocellular carcinoma: a two-center cohort study.European journal of medical research · 2024Article
- Preoperative prediction of microvascular invasion classification in hepatocellular carcinoma based on clinical features and MRI parameters.Oncology letters · 2024Article
- Hepatocellular carcinoma in HBsAg seroclearance: clinical features, recurrence, and prognosis following curative hepatectomy.Therapeutic advances in medical oncology · 2024Article
- Recurrence of Hepatocellular Carcinoma in Patients with Low Albumin-Bilirubin Grade in TACE Combined with Ablation: A Random Forest Cox Predictive Model.Journal of hepatocellular carcinoma · 2024Article
- A reasonable identification of the early recurrence time based on microvascular invasion for hepatocellular carcinoma after R0 resection: A multicenter retrospective study.Cancer medicine · 2023Article
- Advances in post-operative prognostic models for hepatocellular carcinoma.Journal of Zhejiang University. Science. B · 2023Review
- The ALBI score: From liver function in patients with HCC to a general measure of liver function.JHEP reports : innovation in hepatology · 2022Review
- Postoperative survival analysis of hepatocellular carcinoma patients with liver cirrhosis based on propensity score matching.BMC surgery · 2022Article
- New Insights Into a Classification-Based Microvascular Invasion Prediction Model in Hepatocellular Carcinoma: A Multicenter Study.Frontiers in oncology · 2022Article
- Rethinking Liver Fibrosis Staging in Patients with Hepatocellular Carcinoma: New Insights from a Large Two-Center Cohort Study.Journal of hepatocellular carcinoma · 2022Article
- Prediction of late recurrence after radiofrequency ablation of HBV-related hepatocellular carcinoma with the age-male-albumin-bilirubin-platelets (aMAP) risk score: a multicenter study.Journal of gastrointestinal oncology · 2021Article
- [Study of the risk factors for recurrence of early and late stage hepatocellular carcinoma after hepatic artery embolization combined with radiofrequency ablation therapy].Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology · 2021Article
- Development of a novel prognostic nomogram for the early recurrence of liver cancer after curative hepatectomy.Annals of translational medicine · 2021Article
- ALBI grade: Evidence for an improved model for liver functional estimation in patients with hepatocellular carcinoma.JHEP reports : innovation in hepatology · 2021Review
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimHepatectomy is the main curative method for patients with hepatocellular carcinoma (HCC) in China. Unfortunately, high recurrence rate after hepatectomy poses negative impact on the prognosis of patients. This study aimed to develop prognostic nomograms to predict early recurrence (ER) and late recurrence (LR) of HCC after curative hepatectomy. PATIENTS AND
methodsTotal of 318 HCC patients undergoing curative hepatectomy from January 2012 to January 2018 were retrospectively recruited. Potential risk factors that were significant for predicting ER and LR in univariate analysis were selected for multivariate survival model analysis using the backward stepwise method. Risk factors identified in multivariate analysis were used to develop nomograms to predict ER and LR. The nomogram was internally validated using 2,000 bootstrap samples from 75% of the original data.
resultsAmong 318 patients, 164 showed postoperative recurrence, of which 140 and 24 had ER (≤2 years) and LR (>2 years), respectively. Multivariate analysis showed that age, Hong Kong Liver Cancer Stage, albumin-bilirubin, METAVIR fibrosis grade, and microvascular invasion were risk factors of ER for HCC after curative hepatectomy. The AUC of the ROC curve for ER in the development set (D-set) was 0.888 while that in the validation set (V-set) was 0.812. Neutrophil/lymphocyte ratio and glypican-3 (+) were risk factors for LR in HCC patients after curative hepatectomy. The AUC of the ROC curve for LR predictive nomogram that integrated all independent predictors was 0.831. The AUC of the ROC curve for LR in the D-set was 0.833, while that for LR in the V-set was 0.733. The C-index and AUC of ROC for the proposed nomograms were more satisfactory than three conventional HCC staging systems used in this study.
conclusionWe developed novel nomograms to predict ER and LR of HCC patients after curative hepatectomy for clinical use to individualize follow-up and therapeutic strategies.
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