实用医学杂志 ›› 2026, Vol. 42 ›› Issue (12): 2170-2178.doi: 10.3969/j.issn.1006-5725.2026.12.011

• 肿瘤诊治与预后专栏 • 上一篇    

增强CT联合SPARCL1、VEGF、TK⁃1对原发性肝癌的诊断及预后预测价值

郑慧鑫,陈艳军,胡文英,侯宇星,黄忠江()   

  1. 山西省中医院影像科 (山西 太原 030012 )
  • 收稿日期:2026-03-13 出版日期:2026-06-25 发布日期:2026-06-30
  • 通讯作者: 黄忠江 E-mail:285352795@qq.com
  • 基金资助:
    山西省中医药管理局科研课题计划项目(2024ZYY2B005)

Diagnostic and prognostic value of enhanced CT combined with SPARCL1, VEGF, and TK-1 in primary liver cancer

Huixin ZHENG,Yanjun CHEN,Wenying HU,Yuxing HOU,Zhongjiang HUANG()   

  1. Department of Imaging,Shanxi Provincial Hospital of Traditional Chinese Medicine,Taiyuan 030012,Shanxi,China
  • Received:2026-03-13 Online:2026-06-25 Published:2026-06-30
  • Contact: Zhongjiang HUANG E-mail:285352795@qq.com

摘要:

目的 探讨增强计算机断层扫描(CT)参数联合组织富含半胱氨酸酸性分泌蛋白样1(SPARCL1)及血清血管内皮细胞生长因子(VEGF)、胸苷激酶-1(TK-1)评估原发性肝癌临床价值及预后的多因素模型。 方法 选取2021年1月至2024年8月医院收治的原发性肝癌患者213例(观察组)及同期因肝硬化、肝血管瘤、肝囊肿等良性肝脏疾病接受手术或住院治疗的患者213例(对照组)。比较两组患者增强CT参数(动脉期强化差值、静脉期强化差值)及SPARCL1(荧光定量聚合酶链式反应)、VEGF、TK-1水平(酶联免疫吸附试验),评价各指标单独及联合对肝癌的诊断效能。观察组均接受经导管动脉化疗栓塞术(TACE)治疗,术后随访1年,数据缺失4例。按预后情况分组,其中156例预后良好组、53例预后不良组。使用logistic回归模型对预后相关因素分析,绘制受试者工作特征(ROC)曲线评估各指标对预后不良的预测价值。 结果 观察组和预后不良组静脉期强化差值、SPARCL1 mRNA水平分别低于对照组、预后良好组(P < 0.05),动脉期强化差值、VEGF、TK-1水平分别高于对照组、预后良好组(P < 0.05)。增强CT参数联合SPARCL1、VEGF、TK-1检测诊断原发性肝癌的AUC值高于各指标单一检测(P < 0.05),敏感度为76.06%、特异度为81.22%。logistic回归分析证实,低分化程度(OR = 3.284,95%CI:1.886 ~ 5.718)、肿瘤Ⅲ—Ⅳ期(OR = 2.793,95%CI:1.486 ~ 5.249)、淋巴结转移(OR = 2.702,95%CI:1.224 ~ 5.965)、动脉期强化差值大(OR = 2.702,95%CI:1.182 ~ 6.179)、VEGF水平高(OR = 2.423,95%CI:1.279 ~ 4.590)、TK-1水平高(OR = 2.344,95%CI:1.264 ~ 4.347)均为原发性肝癌患者预后不良的危险因素(均P < 0.05),静脉期强化差值大(OR = 0.379,95%CI:0.189 ~ 0.762)、SPARCL1水平高(OR = 0.360,95%CI:0.151 ~ 0.858)均为原发性肝癌患者预后不良的保护因素(均P < 0.05)。据此构建危险因素模型,logit(P) = 0.867 + 1.189 × 分化程度 + 1.027 × 肿瘤分期 + 0.994 × 淋巴结转移 + 0.994 × 动脉期强化差值 - 0.969 × 静脉期强化差值 - 1.021 × SPARCL1 + 0.885 × VEGF + 0.852 × TK-1。根据上述模型计算联合预测概率。以该概率为检验变量绘制ROC曲线,结果显示该联合预测模型的AUC值为0.905,敏感度和特异度为81.13%、82.69%,预测价值较高。 结论 增强CT参数与SPARCL1、VEGF、TK-1水平在原发性肝癌及良性肝病患者、TACE术后不同预后患者中存在明显差异,多指标联合检测对原发性肝癌具有较好的诊断价值。低分化程度、肿瘤Ⅲ—Ⅳ期、淋巴结转移、动脉期强化差值大、VEGF水平高、TK-1水平高为原发性肝癌预后不良的危险因素,静脉期强化差值大、SPARCL1水平高为其保护因素,基于上述指标构建的联合预测模型对患者短期预后具有良好的预测效能,可为临床预后评估提供参考。

关键词: 增强计算机断层扫描, 富含半胱氨酸酸性分泌蛋白样1, 血管内皮细胞生长因子, 胸苷激酶-1, 原发性肝癌, 预后

Abstract:

Objective To explore a multi-factor model that integrates enhanced CT parameters with the assessment of tissue rich in cysteinyl acidic secretory protein-like 1 (SPARCL1), serum vascular endothelial growth factor (VEGF), and thymidine kinase-1 (TK-1) for evaluating the clinical value and prognosis of primary liver cancer. Methods A total of 213 patients with primary liver cancer admitted to our hospital from January 2021 to August 2024 were selected as the study group. Meanwhile, 213 patients who underwent surgery or were hospitalized for benign liver diseases, including liver cirrhosis, liver hemangioma, and liver cysts, during the same period were selected as the control group. The enhanced CT parameters (arterial phase enhancement difference, venous phase enhancement difference), SPARCL1 levels measured by fluorescence quantitative polymerase chain reaction, VEGF levels, and TK-1 levels measured by enzyme-linked immunosorbent assay were compared between the two groups. The diagnostic efficacy of each index alone and in combination for liver cancer was evaluated. All patients in the study group underwent transarterial chemoembolization (TACE) treatment. Post-operative follow-up was carried out for 1 year, and 4 cases had missing data. The patients were classified into groups according to their prognosis, with 156 cases in the good prognosis group and 53 cases in the poor prognosis group. A logistic regression model was used to analyze the prognostic factors, and the receiver operating characteristic (ROC) curve was plotted to evaluate the predictive value of each index for poor prognosis. Results The differences in venous phase enhancement between the study group and the poor-prognosis group, along with the SPARCL1 mRNA level, were lower than those in the control group and the good-prognosis group (P < 0.05). Meanwhile, the difference in arterial phase enhancement, as well as the levels of VEGF and TK-1, were higher than those in the control group and the good-prognosis group (P < 0.05). The AUC value of enhanced CT combined with the detection of SPARCL1, VEGF, and TK-1 for diagnosing primary liver cancer was higher than that of each indicator alone (P < 0.05), with a sensitivity of 76.06% and a specificity of 81.22%. Logistic regression analysis confirmed that a low degree of differentiation (OR = 3.284, 95%CI: 1.886 - 5.718), tumor stage Ⅲ-Ⅳ (OR = 2.793, 95%CI: 1.486 - 5.249), lymph node metastasis (OR = 2.702, 95%CI: 1.224 - 5.965), a large difference in arterial phase enhancement (OR = 2.702, 95%CI: 1.182 - 6.179), a high VEGF level (OR = 2.423, 95%CI: 1.279 - 4.590), and a high TK-1 level (OR = 2.344, 95%CI: 1.264 - 4.347) were all risk factors for the poor prognosis of primary liver cancer patients (all P < 0.05). A large difference in venous phase enhancement (OR = 0.379, 95%CI: 0.189 - 0.762), and a high SPARCL1 level (OR = 0.360, 95%CI: 0.151 - 0.858) were all protective factors for the poor prognosis of primary liver cancer patients (all P < 0.05). Based on this, a risk factor model was constructed as follows: logit(P) = 0.867 + 1.189 × Degree of Differentiation + 1.027 × Tumor Stage + 0.994 × Lymph Node Metastasis + 0.994 × Difference in Arterial Enhancement - 0.969 × Difference in Venous Enhancement - 1.021 × SPARCL1 + 0.885 × VEGF + 0.852 × TK-1. The combined prediction probability for each patient was calculated according to this model. The ROC curve was plotted with this probability serving as the test variable. The results indicated that the AUC value of this combined prediction model was 0.905, with a sensitivity of 81.13% and a specificity of 82.69%. The predictive value of this model was relatively high. Conclusions The enhanced CT parameters, along with the serum levels of SPARCL1, VEGF, and TK-1, exhibit significant differences among patients with primary liver cancer and those with benign liver diseases, as well as among patients with different prognoses after TACE surgery. The combined detection of multiple indicators holds good diagnostic value for primary liver cancer. A low degree of differentiation, tumor stage Ⅱ-Ⅳ, lymph node metastasis, a large difference in arterial-phase enhancement, a high VEGF level, and a high TK-1 level are risk factors for the poor prognosis of primary liver cancer. In contrast, a large difference in venous-phase enhancement and a high SPARCL1 level are protective factors. The combined prediction model based on these indicators demonstrates good predictive efficacy for the short-term prognosis of patients and can offer a reference for clinical prognosis assessment.

Key words: enhanced computed tomography, secreted protein acidic and rich in cysteine-like 1, vascular endothelial growth factor, thymidine kinase-1, primary liver cancer, prognosis

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