目的 探讨血清乳酸脱氢酶（LDH）在中晚期肝癌患者接受靶向联合免疫治疗后的预后预测价值。方法 选取2022年1月—2024年8月在莆田学院附属医院肿瘤内科经病理和影像学检查确诊的中晚期肝癌患者作为研究对象。从医院的电子病历系统中收集患者的基线资料，随访截止2025年8月，并记录随访结果，包括患者的疾病缓解情况和死亡情况，以及无疾病进展生存期（PFS）、总生存期（OS）。采用Kaplan-Meier方法绘制不同基线LDH水平患者的OS生存曲线，并通过Log-rank检验比较生存曲线。同时，运用多因素Cox比例风险回归分析探讨影响中晚期肝癌患者在接受靶向联合免疫治疗后OS的相关因素。结果 结果显示，在50例肝癌患者中，基线LDH低于200 U/L的有15例，而高于200 U/L的有35例。与基线LDH＜200 U/L组相比，基线 LDH≥200 U/L患者PFS、OS更短，差异均有统计学意义（χ²分别为5.51、15.6，P值分别为0.019、0.017）。治疗8周后，与LDH降低患者相比，LDH升高患者OS更短，差异有统计学意义（χ²=13.2，P=0.04）。多因素Cox比例风险回归分析结果表明，基线LDH水平超过200 U/L是中晚期肝癌患者接受靶向联合免疫治疗后OS的影响因素［P=0.035，HR（95%CI）=5.03（1.12，22.54）］。结论 基线LDH水平较低的患者表现出更好的OS。基线LDH水平可以作为预测中晚期肝癌患者在接受靶向联合免疫治疗时预后的指标。 

   Objective To evaluate the prognostic significance of serum lactate dehydrogenase（LDH）levels in patients with advanced hepatocellular carcinoma（HCC）undergoing targeted therapy combined immunotherapy．Methods Patients diagnosed with advanced HCC were selected in Putian College Affiliated Hospital from January 2022 to August 2024，diagnosed with pathological and imaging examinations results．Patient baseline data were collected from the hospital’s electronic medical records，with follow-up extending until August 2025．We documented outcomes such as disease response and mortality，along with progression-free survival（PFS）and overall survival（OS）．Kaplan-Meier survival curves were constructed based on baseline LDH levels，and the Log-rank test was employed for comparison．Additionally，multivariate Cox proportional hazards regression analysis was conducted to identify factors influencing OS in patients receiving targeted therapy combined immunotherapy．Results Among the 50 patients，15 had baseline LDH levels below 200 U/L，while 35 had levels above．Patients with baseline LDH≥200 U/L had significantly shorter PFS and OS than those with baseline LDH ＜200 U/L（χ²=5.51 and 15.6 for PFS and OS，respectively；P=0.019 and 0.017，respectively）．After 8 weeks of treatment，patients with increased LDH had significantly shorter OS compared with patients with decreased LDH（χ²=13.2，P=0.04）．Multivariate Cox proportional hazards regression analysis indicated that a baseline LDH level exceeding 200 U/L is an independent prognostic factor for OS in patients with intermediate to advanced HCC receiving targeted therapy combined with immunotherapy（P=0.035，HR 5.03［1.12，22.54］）．Conclusions Patients with lower baseline LDH levels demonstrated better OS，suggesting that baseline LDH can serve as an important prognostic indicator for advanced HCC patients undergoing targeted combined immunotherapy．

目的 探讨CT、MRI影像学表现对原发性肝细胞癌（HCC）微血管侵犯（MVI）的诊断价值。方法 选取2018年1月—2024年7月江门市第二人民医院（江门市中心医院蓬江分院）和江门市中心医院120例（共158个病灶）HCC患者,均行上腹部CT、MRI平扫+增强及弥散加权成像（DWI）检查;以术后病理结果为金标准。比较CT、MRI平扫+增强及DWI对HCC MVI诊断效能;分析HCC MVI诊断中CT、MRI平扫+增强及DWI检查与术后病理确诊结果之间的一致性;比较HCC MVI与无HCC MVI患者影像学表现及表观扩散系数（ADC）值。结果 DWI检查对HCC MVI的诊断效能（灵敏度、特异度、准确度、阳性预测值、阴性预测值）均显著性高于CT、MRI平扫+增强（P<0.05）;CT、MRI、DWI对原发性肝细胞癌患者微血管侵犯的诊断效能比较,差异均无统计学意义（P>0.05）。在HCC MVI诊断效能中,CT、MRI影像学表现与术后病理确诊结果之间为中度一致性;DWI与术后病理确诊结果之间为高度一致性。HCC MVI患者的强化方式在非边缘动脉期强化、强化包膜、晕状强化、结中结、门脉分支癌栓占比均显著性高于无HCC MVI患者（P<0.05）。在不同b值（400、800、1 000、1 500 s/mm²）下,HCC MVI患者的ADC值均显著性高于无HCC MVI患者（P<0.05）。结论 CT、MRI平扫+增强及DWI对HCC MVI均具有较好的诊断效能,而MRI诊断结果与病理诊断一致性更佳,尤其DWI图中ADC值可更加精准地判断HCC的患者是否发生微血管侵犯,有助于指导临床医生建立“个体化”精准诊疗策略。

Objective To explore the diagnostic value of CT and MRI imaging manifestations for microvascular invasion（MVI）in primary hepatocellular carcinoma（HCC）．Methods A total of 120 patients（158 lesions in total）with HCC in the Second People’s Hospital of Jiangmen（Pengjiang Branch of Jiangmen Central Hospital）and Jiangmen Central Hospital were selected from January 2018 to July 2024,all underwent CT and MRI plain + enhanced and diffusion-weighted imaging（DWI）of the upper abdomen;postoperative pathology Results was used as the diagnostic gold standard．The diagnostic efficacy of CT,MRI plain + enhanced and DWI for HCC MVI was compared．The concordance among CT,MRI plain + enhanced and DWI examinations with postoperative pathological diagnostic findings in the diagnosis of HCC MVI．Imaging manifestations and apparent diffusion coefficient（ADC）values in patients with and without HCC MVI were compared．Results Diagnostic effectiveness of DWI examination for HCC MVI（sensitivity,specificity,accuracy,positive predictive value,negative predictive value）were all significantly higher than those of CT and MRI plain + enhanced（P<0.05）;none of the differences were statistically significant（P>0.05）in the comparison of diagnostic effectiveness of CT,MRI,and DWI for the diagnosis of MVI in patients with primary HCC．In HCC MVI diagnostic effectiveness,moderate concordance was found among CT,MRI imaging phenotypes and postoperative pathology Results;high concordance was found between DWI and postoperative pathology Results．In HCC MVI patients,the proportion of non-marginal arterial reinforcement,enhanced envelope,halo reinforcement,nodal in nodal and portal branch cancer thrombi was significantly higher than that in patients without HCC MVI（P<0.05）．At different b-values（400,800,1 000,1 500 s/mm²）,ADC values were all significantly higher in patients with HCC MVI than in patients without HCC MVI（P<0.05）．Conclusions CT,MRI plain + enhanced and DWI have good diagnostic effectiveness for HCC MVI,while MRI diagnostic Results are in better concordance with pathologic diagnosis．In particular,ADC values in DWI maps can more accurately determine whether MVI occurs in patients with HCC,which helps to guide clinicians to establish“individualized”and precise diagnosis and treatment strategies．

目的 基于影像组学方法,探讨多层螺旋CT（MSCT）四期增强扫描单一/不同期相及不同容积感兴趣区（VOI）的选择,在术前预测原发性肝细胞癌（HCC）微血管侵犯（MVI）中的价值。方法 回顾性收集88例经手术病理证实为HCC并行术前MSCT四期增强扫描的患者,其中包括47例MVI阳性患者和41例MVI阴性患者。在MSCT增强扫描的动脉早期、动脉晚期、门静脉期及延迟期图像中手动逐层勾画肿瘤ROI,获得瘤体容积感兴趣区VOI（Vt）,然后基于计算机自动膨胀算法将Vt外扩10 mm获得瘤体及瘤周VOI（Vt+Vp）。使用Pyradiomics软件分别从Vt和Vt+Vp中提取影像组学特征,随后采用15种特征选择方法和10种分类器构建150个预测模型,并通过十折交叉检验以验证模型的效能。使用准确度、敏感度、特异度、受试者工作特性曲线下面积（AUC）评估模型的效能,并比较性能最优的前三个预测模型。结果 MSCT四期增强扫描图像中预测HCC MVI状态的影像组学模型在门静脉期的表现优于其它期相及各期相的不同组合,其中最大的AUC值在Vt和Vt+Vp两种ROI中分别为0.768和0.782。此外,基于Vt+Vp的影像组学模型对MVI的预测效能优于基于Vt的影像组学模型,基于Vt+Vp性能最优的预测模型的AUC值、准确度、敏感度和特异度分别0.782、0.728、0.745和0.705。结论 采用影像组学方法术前无创性预测HCC MVI状态首选增强扫描的门静脉期,ROI首选瘤体联合瘤周10 mm区域。

Objective To investigate the value of single or different phases of contrast-enhanced multi-slice spiral CT（MSCT）in different volumetric regions of interest（ROI）to preoperatively predict the state of microvascular invasion in primary hepatocellular carcinoma（HCC）based on radiomics methods．Methods A total of 88 patients with HCC confirmed by surgical pathology who underwent preoperative MSCT quadruple-enhanced scan were retrospectively recruited,including 47 MVI-positive patients and 41 MVI-negative patients．The ROI was manually delineated slice-by-slice in the early arterial phase,late arterial phase,portal venous phase,and equilibrium phase of enhanced MSCT images to obtain the volume of tumor VOI（Vt）,and then Vt was expanded by 10 mm through the computer expansion algorithm automatically to obtain the volume of tumor and peritumor（Vt+Vp）．Pyradiomics software was used to extract radiomic features from Vt and Vt+Vp,followed by 150 discriminant models constructed with 150 feature selection methods and 10 classifiers,and then 10-fold cross-validation was used to evaluate the performance of these models．Using accuracy,sensitivity,specificity,area under the receiver operating characteristic curve（AUC）to assess model performance．The top three predictive models with the best performance were also compared．Results The radiomics model for predicting HCC MVI status in portal venous phase among quadruple-enhanced MSCT images outperformed other phases and different combinations of phases,achieving the highest AUC values of 0.768 and 0.782 in Vt and Vt+Vp respectively．In addition,the prediction performance of the radiomics model based on Vt+Vp was superior to models based on Vt．AUC value,accuracy,sensitivity,and specificity of the model with the best performance based on Vt+Vp were 0.782,0.728,0.745 and 0.705 respectively．Conclusions Radiomics models based on the portal venous phase of contrast-enhanced MSCT and tumor combined with the 10mm peritumoral area were more recommended to be employed to preoperative non-invasively predict the state of HCC MVI．

目的 分析早、中期肝细胞癌（HCC）切除术后早期（≤2年）复发的危险因素并探讨术前系统免疫炎症指数（SII）对早、中期HCC术后早期复发的预测价值。方法 回顾性研究2017年10月—2020年10月于我院接受肝癌根治性切除术的238例早中期HCC患者,收集基线资料,通过1∶1倾向性评分匹配（PSM）均衡组间协变量获取早期复发组及未复发组各69例;单因素和多因素Logistic回归分析影响术后早期HCC复发的相关因素,构建列线图模型,临床决策曲线（DCA）评估列线图预测模型在临床的应用效果;受试者操作特征（ROC）曲线评价预测效能,根据最高约登指数确定截断点。结果 单因素及多因素Logistic回归分析结果均提示微血管侵犯（MVI）及术前系统免疫炎症指数（SII）高水平是术后早期复发的独立危险因素;列线图模型有较好的预测效能;ROC曲线计算出SII最佳临界值为696.85×10⁹／L。结论 术前高水平SII可能对预测HCC患者术后早期复发具有潜在价值。

       目的   探讨CT、MRI影像学表现对原发性肝细胞癌（HCC）微血管侵犯（MVI）的诊断价值。方法   选取2018年1月—2024年7月江门市第二人民医院（江门市中心医院蓬江分院）和江门市中心医院120例（共158个病灶）HCC患者，均行上腹部CT、MRI平扫+增强及弥散加权成像（DWI）检查；以术后病理结果为金标准。比较CT、MRI平扫+增强及DWI对HCC MVI诊断效能；分析HCC MVI诊断中CT、MRI平扫+增强及DWI检查与术后病理确诊结果之间的一致性；比较HCC MVI与无HCC MVI患者影像学表现及表观扩散系数（ADC）值。结果    DWI检查对HCC MVI的诊断效能（灵敏度、特异度、准确度、阳性预测值、阴性预测值）均显著性高于CT、MRI平扫+增强（P＜0.05）；CT、MRI、DWI对原发性肝细胞癌患者微血管侵犯的诊断效能比较，差异均无统计学意义（P＞0.05）。在HCC MVI诊断效能中，CT、MRI影像学表现与术后病理确诊结果之间为中度一致性；DWI与术后病理确诊结果之间为高度一致性。HCC MVI患者的强化方式在非边缘动脉期强化、强化包膜、晕状强化、结中结、门脉分支癌栓占比均显著性高于无HCC MVI患者（P＜0.05）。在不同b值（400、800、1 000、1 500 s/mm² ）下，HCC MVI患者的ADC值均显著性高于无HCC MVI患者（P＜0.05）。结论    CT、MRI平扫+增强及DWI对HCC MVI均具有较好的诊断效能，而MRI诊断结果与病理诊断一致性更佳，尤其DWI图中ADC值可更加精准地判断HCC的患者是否发生微血管侵犯，有助于指导临床医生建立“个体化”精准诊疗策略。

       Objective  To explore the diagnostic value of CT and MRI imaging manifestations for microvascular invasion（MVI）in primary hepatocellular carcinoma（HCC）．Methods  A total of 120 patients（158 lesions in total）with HCC in the Second People’s Hospital of Jiangmen（Pengjiang Branch of Jiangmen Central Hospital）and Jiangmen Central Hospital were selected from January 2018 to July 2024，all underwent CT and MRI plain + enhanced and diffusion-weighted imaging（DWI）of the upper abdomen；postoperative pathology results was used as the diagnostic gold standard．The diagnostic efficacy of CT，MRI plain + enhanced and DWI for HCC MVI was compared．The concordance among CT，MRI plain + enhanced and DWI examinations with postoperative pathological diagnostic findings in the diagnosis of HCC MVI．Imaging manifestations and apparent diffusion coefficient（ADC）values in patients with and without HCC MVI were compared．Results  Diagnostic effectiveness of DWI examination for HCC MVI（sensitivity，specificity，accuracy，positive predictive value，negative predictive value）were all significantly higher than those of CT and MRI plain + enhanced（P＜0.05）；none of the differences were statistically significant（P＞0.05）in the comparison of diagnostic effectiveness of CT，MRI，and DWI for the diagnosis of MVI in patients with primary HCC．In HCC MVI diagnostic effectiveness，moderate concordance was found among CT，MRI imaging phenotypes and postoperative pathology results；high concordance was found between DWI and postoperative pathology results．In HCC MVI patients，the proportion of non-marginal arterial reinforcement，enhanced envelope，halo reinforcement，nodal in nodal and portal branch cancer thrombi was significantly higher than that in patients without HCC MVI（P＜0.05）．At different b-values（400，800，1 000，1 500 s/mm² ），ADC values were all significantly higher in patients with HCC MVI than in patients without HCC MVI（P＜0.05）．Conclusions  CT，MRI plain + enhanced and DWI have good diagnostic effectiveness for HCC MVI，while MRI diagnostic results are in better concordance with pathologic diagnosis．In particular，ADC values in DWI maps can more accurately determine whether MVI occurs in patients with HCC，which helps to guide clinicians to establish“individualized”and precise diagnosis and treatment strategies．