Hepatocellular Carcinoma Within the Milan Criteria: A Novel Inflammation-Based Nomogram System to Assess the Outcomes of Ablation

被引:13
作者
Chen, Shuanggang [1 ,2 ]
Ma, Weimei [2 ,3 ]
Cao, Fei [1 ,2 ]
Shen, Lujun [1 ,2 ]
Qi, Han [1 ,2 ]
Xie, Lin [1 ,2 ]
Wu, Ying [1 ,2 ]
Fan, Weijun [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Dept Minimally Invas Intervent Therapy, Canc Ctr, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Dept Med Imaging, Canc Ctr, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; nomogram; ablation techniques; inflammatory biomarkers; the Milan Criteria; GLASGOW PROGNOSTIC SCORE; TO-LYMPHOCYTE RATIO; THROMBOCYTOPENIA; SURVIVAL; CANCER;
D O I
10.3389/fonc.2020.01764
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives Few studies based on pretreatment inflammation-based scores focused on assessing the prognosis of hepatocellular carcinoma (HCC) patients within the Milan Criteria after ablation. This study aimed to construct a nomogram based on a novel inflammation-based score for those patients. Methods A total of 635 HCC patients within the Milan Criteria after ablation meeting the inclusion and exclusion criteria were included in the study. The novel inflammation-based score-Albumin-Platelet Score (APS)-was constructed by Cox proportional-hazards modeling. The nomogram based on APS was constructed by multivariate analysis and the "rms" R package. The performance of the APS and the nomogram were assessed by time-dependent receiver operating characteristic and the concordance index (C-index). Results The APS was an integrated indicator based on peripheral albumin level and platelet counts, which was significantly superior to other inflammation-based scores (neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, Prognostic Nutritional Index, modified Glasgow Prognostic Score, Glasgow Prognostic Score, Prognostic Index, and C-reactive protein/albumin ratio) in predicting the long-term prognosis of those patients undergoing ablation (P< 0.05). An easy-to-use nomogram based on three pretreatment clinical variables (i.e., the APS, tumor size, and age) was constructed and further improved significantly the performance in predicting the prognosis in patients within the Milan Criteria after ablation (P< 0.05). The C-index of nomogram for overall survival was 0.72 (95% CI 0.66, 0.77). The calibration plots with 1000 cycles of bootstrapping were well matched with the idealized 45 degrees line. Conclusion The APS was a better inflammation-based prognostic system than others. Also, the nomogram based on the APS improved the performance of predicting the prognosis of HCC patients within the Milan Criteria after ablation.
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页数:14
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