磁共振成像偏置场校正改善肝癌经导管动脉化疗栓塞后肿瘤预后评估。

IF 1.8 4区 医学 Q3 GASTROENTEROLOGY & HEPATOLOGY
Ke Liu, Jun-Biao Li, Yong Wang, Yan Li
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引用次数: 0

摘要

背景:经导管动脉化疗栓塞(TACE)是晚期浸润性肝癌(浸润性肝癌)的关键治疗手段。然而,由于肿瘤的弥漫性和多灶性生长模式,使用传统的二维成像标准很难准确评估其治疗效果。体积成像,特别是增强肿瘤体积(ETV),提供了更全面的评估。尽管如此,磁共振成像(MRI)的偏置场不均匀性带来了挑战,可能会扭曲体积测量并破坏预后评估。目的:探讨MRI偏场校正是否提高了TACE治疗的浸润性肝癌体积评估的准确性,并分析这种改进的测量方法对预后预测的影响。方法:回顾性收集2020年1月至2024年1月在徐州医科大学附属医院接受TACE治疗的105例浸润性肝癌患者的资料。采用改进的N4偏置场校正算法对MRI图像进行处理,计算处理前后的ETV。比较矫正前后的ETV测量值,并分析其与患者预后的关系。采用Cox比例风险模型评估预后因素,通过鞅残差分析确定最佳临界值,然后进行生存分析。结果:偏置场校正显著影响ETV测量,校正后基线ETV平均值(505.235 cm³)显著低于校正前的基线ETV平均值(825.632 cm³),P < 0.001。Cox分析显示,校正后基线ETV的风险比(HR = 1.165, 95%CI: 1.069 ~ 1.268)高于校正前(HR = 1.063, 95%CI: 1.031 ~ 1.095)。以412 cm³为临界值,基线ETV < 415 cm³组比≥415 cm³组的中位生存时间更长(18.523个月vs 8.926个月,P < 0.001)。ETV降低率≥41%组预后优于< 41%组(17.862个月vs 9.235个月,P = 0.006)。多因素分析证实,ETV降低率(HR = 0.412, P < 0.001)、Child-Pugh分级(HR = 0.298, P < 0.001)、Barcelona Clinic肝癌分期(HR = 0.578, P = 0.045)为独立预后因素。结论:基于MRI偏场校正的体积成像可提高评价TACE治疗侵袭性肝癌疗效的准确性。校正后的ETV及其降低率可作为预测患者预后的独立指标,为制定个体化治疗策略提供重要参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Magnetic resonance imaging bias field correction improves tumor prognostic evaluation after transcatheter arterial chemoembolization for liver cancer.

Background: Transcatheter arterial chemoembolization (TACE) is a key treatment approach for advanced invasive liver cancer (infiltrative hepatocellular carcinoma). However, its therapeutic response can be difficult to evaluate accurately using conventional two-dimensional imaging criteria due to the tumor's diffuse and multifocal growth pattern. Volumetric imaging, especially enhanced tumor volume (ETV), offers a more comprehensive assessment. Nonetheless, bias field inhomogeneity in magnetic resonance imaging (MRI) poses challenges, potentially skewing volumetric measurements and undermining prognostic evaluation.

Aim: To investigate whether MRI bias field correction enhances the accuracy of volumetric assessment of infiltrative hepatocellular carcinoma treated with TACE, and to analyze how this improved measurement impacts prognostic prediction.

Methods: We retrospectively collected data from 105 patients with invasive liver cancer who underwent TACE treatment at the Affiliated Hospital of Xuzhou Medical University from January 2020 to January 2024. The improved N4 bias field correction algorithm was applied to process MRI images, and the ETV before and after treatment was calculated. The ETV measurements before and after correction were compared, and their relationship with patient prognosis was analyzed. A Cox proportional hazards model was used to evaluate prognostic factors, with Martingale residual analysis determining the optimal cutoff value, followed by survival analysis.

Results: Bias field correction significantly affected ETV measurements, with the corrected baseline ETV mean (505.235 cm³) being significantly lower than before correction (825.632 cm³, P < 0.001). Cox analysis showed that the hazard ratio (HR) for corrected baseline ETV (HR = 1.165, 95%CI: 1.069-1.268) was higher than before correction (HR = 1.063, 95%CI: 1.031-1.095). Using 412 cm³ as the cutoff, the group with baseline ETV < 415 cm³ had a longer median survival time compared to the ≥ 415 cm³ group (18.523 months vs 8.926 months, P < 0.001). The group with an ETV reduction rate ≥ 41% had better prognosis than the < 41% group (17.862 months vs 9.235 months, P = 0.006). Multivariate analysis confirmed that ETV reduction rate (HR = 0.412, P < 0.001), Child-Pugh classification (HR = 0.298, P < 0.001), and Barcelona Clinic Liver Cancer stage (HR = 0.578, P = 0.045) were independent prognostic factors.

Conclusion: Volume imaging based on MRI bias field correction can improve the accuracy of evaluating the efficacy of TACE treatment for invasive liver cancer. The corrected ETV and its reduction rate can serve as independent indicators for predicting patient prognosis, providing important reference for developing individualized treatment strategies.

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