Mp-MRI影像学特征、定量参数及血清miR-221对小肝癌预后的预测价值OA
The predictive value of Mp-MRI imaging characteristics,quantitative parameters,and serum miR-221 in predicting the prognosis of small hepatocellular carcinoma
目的 探讨多参数磁共振成像(Mp-MRI)影像学特征、定量参数及血清miR-221在预测小肝癌预后中的临床意义.方法 前瞻性选取2019年1月-2023年1月东南大学医学院附属江阴医院收治的207例小肝癌患者作为研究对象,均行手术切除,以术后2年内是否复发为预后判定标准,分为预后不良组41例和预后良好组166例.比较两组一般资料、传统肿瘤标志物、Mp-MRI影像学特征、定量参数及miR-221,偏相关系数分析Mp-MRI影像学特征、定量参数及miR-221与小肝癌预后的关系,受试者工作特征(ROC)曲线分析Mp-MRI定量参数及miR-221单一、联合预测小肝癌预后的价值.结果 预后不良组血清甲胎蛋白(AFP)、癌胚抗原(CEA)、恶性肿瘤特异性生长因子(TSGF)水平高于预后良好组(P<0.01).预后不良组miR-221、最大下降斜率(MSD)、脂肪分数(FF)及肝硬化所占比例高于预后良好组,增强率(ER)、表观扩散系数(ADC)、最大上升斜率(MSI)、平均强化时间(MET)低于预后良好组(P<0.01);预后不良组和预后良好组Mp-MRI平扫影像学特征及门静脉癌栓、快进快出强化、中心瘢痕、包膜所占比例比较差异无统计学意义(P>0.05).偏相关性分析结果示,控制AFP、CEA、TSGF等混杂因素后,FF、MSD、miR-221及肝硬化所占比例与小肝癌预后呈正相关(偏相关系数为3.094、2.956、2.540、3.584,P<0.01),ER、ADC、MSI、MET与小肝癌预后呈负相关(偏相关系数为0.778、0.777、0.834、0.722,P<0.01);ROC 曲线分析结果显示,FF、MSD、miR-221、ER、ADC、MSI、MET单一预测小肝癌预后的曲线下面积(AUC)分别为0.764、0.774、0.777、0.767、0.762、0.767、0.783,较AFP、CEA、TSGF的 AUC(0.739、0.748、0.729)高(P<0.01);M1、M2模型预测小肝癌预后的 AUC为0.865(95%CI:0.811,0.909)、0.946(95%CI:0.906,0.972),敏感度为85.37%、82.93%,特异度为77.11%、96.39%.Delong检验可知,M2预测小肝癌预后的AUC高于M1(P<0.01).结论 Mp-MRI影像学特征、定量参数及血清miR-221与小肝癌预后密切相关,为临床早期预测小肝癌预后、制定针对性干预方案提供参考.
Objective To investigate the clinical significance of multiparametric magnetic resonance imaging(Mp-MRI)imaging characteristics,quantitative parameters,and serum microRNA-221(miR-221)in predicting the prognosis of small hepatocellular carcinoma(HCC).Methods In total,207 patients with small HCC admitted to Jiangyin Hospital Affiliated to Southeast University School of Medicine from January 2019 to January 2023 were prospectively selected as the research subjects.All patients underwent surgical resection.The prognosis was determined by presence of recurrence within 2 years after surgery,and patients were divided into poor prognosis group(n=41)and good prognosis group(n=166).The general information,traditional tumor markers,imaging characteristics of Mp-MRI,quantitative parameters,and miR-221 were compared between the two groups.The relationship between the imaging characteristics,quantitative parameters,and miR-221 of Mp-MRI and the prognosis of small HCC was analyzed using partial correlation coefficient analysis.The receiver operating characteristic(ROC)curve was used to analyze the prognostic value of quantitative parameters of Mp-MRI and miR-221 alone and in combination for predicting the prognosis of small HCC.Results The levels of serum alpha-fetoprotein(AFP),carcinoembryonic antigen(CEA),and tumor specific growth factor(TSGF)in the poor prognosis group were higher than those in the good prognosis group(P<0.01).The levels of miR-221,maximum slope of descent(MSD)and fat fraction(FF),as well as proportions of liver cirrhosis in the poor prognosis group were higher than those in the good prognosis group,while enhancement rate(ER),apparent diffusion coefficient(ADC),maximum ascending slope(MSI),and mean enhancement time(MET)were lower(P<0.05).There was no significant difference in the imaging characteristics of Mp-MRI plain scan,or the proportions of portal vein tumor thrombus,rapid wash-in and wash-out enhancement,central scar,and capsule between the two groups(P>0.05).Partial correlation analysis results showed that after controlling for confounding factors such as AFP,CEA,and TSGF,FF,MSD,miR-221,and cirrhosis were positively correlated with the prognosis of small HCC(partial regression coefficients=3.094,2.956,2.540,3.584,P<0.01),while ER,ADC,MSI,and MET were negatively correlated with the prognosis of small HCC(partial regression coefficients=0.778,0.777,0.834,0.722,P<0.01).The ROC curve showed that the areas under the curve(AUCs)of FF,MSD,miR-221,ER,ADC,MSI,and MET for predicting the prognosis of small HCC were 0.764,0.774,0.777,0.767,0.762,0.767,and 0.783,respectively,which were higher than those of AFP,CEA,and TSGF(0.739,0.748,and 0.729)(P<0.001).The AUC of Ml and M2 for predicting the prognosis of small HCC was 0.865(95%CI:0.811,0.909)and 0.946(95%CI:0.906,0.972),with a sensitivity of 85.37%and 82.93%,and a specificity of 77.11%and 96.39%.The Delong test showed that the AUC of M2 for predicting the prognosis of small HCC was higher than that of M1(P<0.01).Conclusion The Mp-MRI imaging characteristics,quantitative parameters,and serum miR-221 are closely related to the prognosis of small HCC,providing a reference for early clinical prediction of small HCC prognosis and targeted intervention plans.
陈圣妮;裔举华;陈露
东南大学医学院附属江阴医院放射科,江苏江阴 214400东南大学医学院附属江阴医院放射科,江苏江阴 214400东南大学医学院附属江阴医院普通外科,江苏江阴 214400
小肝癌预后多参数磁共振成像影像学特征定量参数甲胎蛋白癌胚抗原恶性肿瘤特异性生长因子
small hepatocellular carcinomaprognosismultiparametric magnetic resonance imagingimaging characteristicsquantitative parametersalpha-fetoproteincarcinoembryonic antigentumor specific growth factor
《临床误诊误治》 2026 (12)
33-39,7
江苏省卫生健康发展研究中心2021年度开放课题项目(JSHD2021021)
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