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治疗前的放射组学成像特征联合免疫指标预测晚期肝细胞癌靶向联合免疫治疗反应

Pretreatment radiomic imaging features combined with immunological indicators to predict targeted combination immunotherapy response in advanced hepatocellular carcinoma.

作者信息

Zhang Xu, Zhang Xu, Luo Qian-Kun, Fu Qiang, Liu Pan, Pan Chang-Jie, Liu Chuan-Jiang, Zhang Hong-Wei, Qin Tao

机构信息

Department of Hepato-Biliary-Pancreatic Surgery, Zhengzhou University People's Hospital & Henan Provincial People's Hospital, Zhengzhou 450003, Henan Province, China.

出版信息

World J Clin Oncol. 2025 Apr 24;16(4):102735. doi: 10.5306/wjco.v16.i4.102735.

Abstract

BACKGROUND

Early symptoms of hepatocellular carcinoma (HCC) are not obvious, and more than 70% of which does not receive radical hepatectomy, when first diagnosed. In recent years, molecular-targeted drugs combined with immunotherapy and other therapeutic methods have provided new treatment options for middle and advanced HCC (aHCC). Predicting the effect of targeted combined immunotherapy has become a hot topic in current research.

AIM

To explore the relationship between nodule enhancement in hepatobiliary phase and the efficacy of combined targeted immunotherapy for aHCC.

METHODS

Data from 56 patients with aHCC for magnetic resonance imaging with gadolinium-ethoxybenzyl-diethylenetriamine pentaacetic acid were retrospectively collected. Signal intensity of intrahepatic nodules was measured, and the hepatobiliary relative enhancement ratio (RER) was calculated. Progression-free survival (PFS) of patients with high and low reinforcement of HCC nodules was compared. The model was validated using receiver operating characteristic curves. Univariate and multivariate logistic regression and Kaplan-Meier analysis were performed to explore factors influencing the efficacy of targeted immunization and PFS.

RESULTS

Univariate and multivariate analyses revealed that the RER, neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and prognostic nutritional index were significantly associated with the efficacy of tyrosine kinase inhibitors combined with immunotherapy ( < 0.05). The area under the curve of the RER for predicting the efficacy of tyrosine kinase inhibitors combined with anti-programmed death 1 antibody in patients with aHCC was 0.876 (95% confidence interval: 0.781-0.971, < 0.05), the optimal cutoff value was 0.904, diagnostic sensitivity was 87.5%, and specificity was 79.2%. Kaplan-Meier analysis showed that neutrophil-to-lymphocyte ratio < 5, platelet-to-lymphocyte ratio < 300, prognostic nutritional index < 45, and RER < 0.9 significantly improved PFS.

CONCLUSION

AHCC nodules enhancement in the hepatobiliary stage was significantly correlated with PFS. Imaging information and immunological indicators had high predictive efficacy for targeted combined immunotherapy and were associated with PFS.

摘要

背景

肝细胞癌(HCC)早期症状不明显,超过70%的患者首次诊断时无法接受根治性肝切除术。近年来,分子靶向药物联合免疫治疗等方法为中晚期HCC(aHCC)提供了新的治疗选择。预测靶向联合免疫治疗的效果已成为当前研究的热点。

目的

探讨肝胆期结节强化与aHCC靶向联合免疫治疗疗效的关系。

方法

回顾性收集56例接受钆塞酸二钠磁共振成像检查的aHCC患者的数据。测量肝内结节的信号强度,计算肝胆相对强化率(RER)。比较HCC结节强化程度高和低的患者的无进展生存期(PFS)。使用受试者工作特征曲线验证模型。进行单因素和多因素逻辑回归以及Kaplan-Meier分析,以探讨影响靶向免疫治疗疗效和PFS的因素。

结果

单因素和多因素分析显示,RER、中性粒细胞与淋巴细胞比值、血小板与淋巴细胞比值和预后营养指数与酪氨酸激酶抑制剂联合免疫治疗的疗效显著相关(<0.05)。预测aHCC患者酪氨酸激酶抑制剂联合抗程序性死亡1抗体疗效时,RER的曲线下面积为0.876(95%置信区间:0.781-0.971,<0.05),最佳截断值为0.904,诊断敏感性为87.5%,特异性为79.2%。Kaplan-Meier分析显示,中性粒细胞与淋巴细胞比值<5、血小板与淋巴细胞比值<300、预后营养指数<45和RER<0.9可显著改善PFS。

结论

aHCC结节在肝胆期的强化与PFS显著相关。影像学信息和免疫指标对靶向联合免疫治疗具有较高的预测效能,并与PFS相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e687/12019258/89e662d90344/102735-g001.jpg

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