Gan Wei, Huang Jin-Long, Zhang Mei-Xia, Fu Yi-Peng, Yi Yong, Jing Chu-Yu, Fan Jia, Zhou Jian, Qiu Shuang-Jian
Department of Liver Surgery and Liver Transplantation, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Key Laboratory for Carcinogenesis and Cancer Invasion, The Chinese Ministry of Education, Shanghai, China.
Biomedical Research Center, Zhongshan Hospital, Fudan University, Shanghai, China.
J Surg Oncol. 2018 Jun;117(7):1540-1547. doi: 10.1002/jso.25046. Epub 2018 Mar 24.
There is currently no established model for predicting the recurrence of hepatocellular carcinoma (HCC) in patients with negative alpha-fetoprotein (AFP) after curative resection. Therefore, the objective of this study was to establish a nomogram to identify the risk of recurrence in AFP-negative (<or = 20 ng/mL) patients with HCC.
A retrospective study was conducted to establish the recurrence-free survival (RFS) nomogram in a training cohort of 326 AFP-negative HCC patients. The results were validated on a well-matched validation cohort in the literature.
Macrovascular tumour invasion (P = 0.018, HR = 1.642), macronodular cirrhosis (P < 0.001, HR = 2.128), tumor size (P = 0.004, HR = 1.691), and γ-glutamyl transferase (P = 0.039, HR = 1.496) were found to be independent risk factors for RFS in the training cohort, and all these factors were included in the nomogram. The C-index for RFS in the nomogram was 0.661, which was higher than that of the BCLC system (0.551), the CLIP score (0.537), and the prediction model of Ju (0.618). The high consistency between the nomogram prediction and actual observation was further demonstrated by the calibration curve. In the subsequent study, the better net benefit and higher threshold probability of the nomogram were determined by decision curve analysis, and these advantages were confirmed in the validation cohort.
The present RFS nomogram for AFP-negative HCC patients after curative resection provides an accurate and reliable prognostic model to facilitate recurrence surveillance. Once AFP-negative patients are predicted to have a high recurrence score, additional high-end imaging examinations, such as MRI or CT exams, should be considered, and the interval time of regular folow-up should be reduced.
目前尚无用于预测肝细胞癌(HCC)患者在根治性切除后甲胎蛋白(AFP)阴性时复发的既定模型。因此,本研究的目的是建立一种列线图,以识别AFP阴性(≤20 ng/mL)的HCC患者的复发风险。
进行一项回顾性研究,在326例AFP阴性的HCC患者的训练队列中建立无复发生存(RFS)列线图。结果在文献中一个匹配良好的验证队列中得到验证。
在训练队列中,发现大血管肿瘤侵犯(P = 0.018,HR = 1.642)、大结节性肝硬化(P < 0.001,HR = 2.128)、肿瘤大小(P = 0.004,HR = 1.691)和γ-谷氨酰转移酶(P = 0.039,HR = 1.496)是RFS的独立危险因素,并且所有这些因素都纳入了列线图。列线图中RFS的C指数为0.661,高于BCLC系统(0.551)、CLIP评分(0.537)和Ju的预测模型(0.618)。校准曲线进一步证明了列线图预测与实际观察之间的高度一致性。在随后的研究中,通过决策曲线分析确定了列线图具有更好的净效益和更高的阈值概率,并且这些优势在验证队列中得到了证实。
目前用于根治性切除后AFP阴性的HCC患者的RFS列线图提供了一个准确可靠的预后模型,以促进复发监测。一旦预测AFP阴性患者具有高复发评分,应考虑进行额外的高端影像学检查,如MRI或CT检查,并缩短定期随访的间隔时间。