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基于术前人B-淋巴细胞趋化因子1检测的肝细胞癌患者肝切除术后复发预测模型的构建及分析
引用本文:李明蔚,高见,翟相威,钱相君,文夏杰,姚明解,段昭君,赵二江,张玲,鲁凤民. 基于术前人B-淋巴细胞趋化因子1检测的肝细胞癌患者肝切除术后复发预测模型的构建及分析[J]. 临床肝胆病杂志, 2021, 37(4): 823-828
作者姓名:李明蔚  高见  翟相威  钱相君  文夏杰  姚明解  段昭君  赵二江  张玲  鲁凤民
作者单位:郑州大学公共卫生学院流行病学教研室,郑州450001;上海交通大学医学院附属仁济医院,上海市肿瘤研究所,癌基因及相关基因国家重点实验室,上海200032;北京大学基础医学院 病原生物学系暨感染病中心,北京100191;北京大学基础医学院 人体解剖学与组织胚胎学系,北京100191;中国医学科学院基础医学研究所,北京协和医学院基础学院免疫学系,北京100005;郑州大学附属肿瘤医院 病案室,郑州450008;郑州大学附属肿瘤医院 肝胆胰外科,郑州450008;郑州大学公共卫生学院流行病学教研室,郑州450001;北京大学基础医学院 病原生物学系暨感染病中心,北京100191
基金项目:国家自然科学基金(81902115);国家重点研发计划(2017YFC0908100);河南省基础与前沿技术研究计划项目(162300410108)。
摘    要:
目的探究与肝细胞癌患者肝切除术后复发相关的血清学指标,构建复发预后模型以评估患者是否适合采用姑息性肝切除手术。方法共纳入了2009年2月—2013年7月于郑州大学附属肿瘤医院接受肝切除术并进行随访的肝细胞癌患者111例。收集患者的基本资料,根据患者在随访期间内是否复发分为复发组和未复发组。正态分布的计量资料两组间比较采用t检验;非正态分布的计量资料两组间比较采用Wilcoxon秩和检验。计数资料组间比较采用χ2检验。Kaplan-Meier法绘制生存曲线,log-rank检验比较差异。单因素与多因素分析采用Cox回归分析,采用受试者工作特征曲线(ROC曲线)判断预测效能。结果Kaplan-Meier生存曲线显示AFP、ALP、GGT、FIB低值组及人B-淋巴细胞趋化因子1(CXCL13)高值组患者的中位复发时间更长(P值均<0.05)。AFP[HR(95%CI)=1.69(1.03~2.79),P=0.039]、GGT[HR(95%CI)=1.89(1.14~3.14),P=0.014]和CXCL13[HR(95%CI)=0.54(0.33~0.89),P=0.015]为与肝切除术后复发相关的独立因素。基于其构成的预后指数:PI=0.526×AFP+0.637×GGT-0.616×CXCL13,预测姑息性切除术后0~3个月内复发的ROC曲线下面积(AUC)为0.87,灵敏度为93.75%,特异度为63.64%,但对0~6个月(AUC=0.68)及更长时间的预测效能明显下降,对姑息性切除的复发预测效能显著高于根治性切除。结论基于CXCL13、AFP和GGT构建的预后模型可用于评估患者采用姑息性肝切除术后的早期复发风险,有助于临床医生依据患者获益情况作出诊疗决策。

关 键 词:  肝细胞  肝切除术  复发  预测  模型  统计学

Construction and analysis of a predictive model for posthepatectomy recurrence in patients with hepatocellular carcinoma based on preoperative CXCL13 measurement
LI Mingwei,GAO Jian,ZHAI Xiangwei,QIAN Xiangjun,WEN Xiajie,YAO Mingjie,DUAN Zhaojun,ZHAO Erjiang,ZHANG Ling,LU Fengmin. Construction and analysis of a predictive model for posthepatectomy recurrence in patients with hepatocellular carcinoma based on preoperative CXCL13 measurement[J]. Chinese Journal of Clinical Hepatology, 2021, 37(4): 823-828
Authors:LI Mingwei  GAO Jian  ZHAI Xiangwei  QIAN Xiangjun  WEN Xiajie  YAO Mingjie  DUAN Zhaojun  ZHAO Erjiang  ZHANG Ling  LU Fengmin
Affiliation:(Department of Epidemiology,College of Public Health,Zhengzhou University,Zhengzhou 450001,China;State Key Laboratory of Oncogenes and Related Genes,Shanghai Cancer Institute,Renji Hospital Shanghai Jiao Tong University School of Medicine,Shanghai 200032,China;Department of Microbiology and Infectious Disease Center,School of Basic Medical Sciences,Peking University Health Science Center,Beijing 100191,China;Department of Anatomy and Histo-embryology,School of Basic Medical Sciences,Peking University Health Science Center,Beijing 100191,China;Department of Immunology,Institute of Basic Medical Sciences,Peking Union Medical College&Institute of Basic Medical Sciences,Chinese Academy of Medical Sciences,Beijing 100005,China;Department of Medical Records,The Affiliated Cancer Hospital of Zhengzhou University,Zhengzhou 450008,China;Department of Hepatobiliary Surgery,The Affiliated Cancer Hospital of Zhengzhou University,Zhengzhou 450008,China)
Abstract:
Objective To investigate the serological markers associated with posthepatectomy recurrence in patients with hepatocellular carcinoma,and to establish a prognostic model to evaluate whether palliative hepatectomy is suitable for such patients.Methods A total of 111 patients with hepatocellular carcinoma who underwent hepatectomy in the Affiliated Cancer Hospital of Zhengzhou University from February 2009 to July 2013 and received follow-up were enrolled.Basic clinical data were collected and the patients were divided into recurrence group and non-recurrence group according to whether recurrence was observed during follow-up.The t-test was used for comparison of normally distributed continuous data between two groups and the Wilcoxon rank sum test was used for comparison of non-normally distributed continuous data between two groups;the chi-square test was used for comparison of categorical data between two groups.Survival curves were plotted using the Kaplan-Meier method,and survival differences were analyzed using the log-rank test.A Cox regression analysis was used to perform univariate and multivariate analyses,and the area under the ROC curve(AUC)was used to evaluate prediction efficiency.Results The Kaplan-Meier survival curves showed that the patients with low alpha-fetoprotein(AFP),alkaline phosphatase,gamma-glutamyl transpeptidase(GGT),and fibrinogen and high CXCL13 had a longer median time to recurrence(P<0.05).AFP(hazard ratio[HR][95%CI]=1.69(1.03~2.79),P=0.039),GGT(HR[95%CI]=1.89(1.14~3.14),P=0.014),and CXCL13(HR[95%CI]=0.54(0.33~0.89),P=0.015)were independent factors associated with posthepatectomy recurrence.The prognostic index PI=0.526×AFP+0.637×GGT-0.616×CXCL13 established based on these factors had an AUC of 0.87,a sensitivity of 93.75%,and a specificity of 63.64%in predicting recurrence within 0-3 months after palliative hepatectomy,with a significant reduction in prediction efficiency for recurrence within 0-6 months(AUC=0.68)or a longer period of time.The recurrence prediction efficiency of this model for palliative hepatectomy was significantly higher than that for radical resection.Conclusion The prognostic model established based on CXCL13,AFP,and GGT can be used to evaluate the risk of early recurrence after palliative hepatectomy and thus helps clinicians to make diagnosis and treatment decisions based on patients’benefits.
Keywords:Carcinoma,Hepatocellular  Hepatectomy  Recurrence  Forecasting  Models,Statistical
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