Clinical application of dual-layer spectral CT multi-parameter feature to predict microvascular invasion in hepatocellular carcinoma.

Yi-Xiang Li, Wen-Jing Li, Yong-Sheng Xu, Lu-Lu Jia, Miao-Miao Wang, Meng-Meng Qu, Li-Li Wang, Xian-de Lu, Jun-Qiang Lei
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Abstract

Objective: This study aimed to investigate the feasibility of using dual-layer spectral CT multi-parameter feature to predict microvascular invasion of hepatocellular carcinoma.

Methods: This retrospective study enrolled 50 HCC patients who underwent multiphase contrast-enhanced spectral CT studies preoperatively. Combined clinical data, radiological features with spectral CT quantitative parameter were constructed to predict MVI. ROC was applied to identify potential predictors of MVI. The CT values obtained by simulating the conventional CT scans with 70 keV images were compared with those obtained with 40 keV images.

Results: 50 hepatocellular carcinomas were detected with 30 lesions (Group A) with microvascular invasion and 20 (Group B) without. There were significant differences in AFP,tumer size, IC, NIC,slope and effective atomic number in AP and ICrr in VP between Group A ((1000(10.875,1000),4.360±0.3105, 1.7750 (1.5350,1.8825) mg/ml, 0.1785 (0.1621,0.2124), 2.0362±0.2108,8.0960±0.1043,0.2830±0.0777) and Group B (4.750(3.325,20.425),3.190±0.2979,1.4700 (1.4500,1.5775) mg/ml, 0.1441 (0.1373,0.1490),1.8601±0.1595, 7.8105±0.7830 and 0.2228±0.0612) (all p < 0.05). Using 0.1586 as the threshold for NIC, one could obtain an area-under-curve (AUC) of 0.875 in ROC to differentiate between tumours with and without microvascular invasion. AUC was 0.625 with CT value at 70 keV and improved to 0.843 at 40 keV.

Conclusion: Dual-layer spectral CT provides additional quantitative parameters than conventional CT to enhance the differentiation between hepatocellular carcinoma with and without microvascular invasion. Especially, the normalized iodine concentration (NIC) in arterial phase has the greatest potential application value in determining whether microvascular invasion exists, and can offer an important reference for clinical treatment plan and prognosis assessment.

预测肝细胞癌微血管侵犯的双层频谱 CT 多参数特征的临床应用
研究目的本研究旨在探讨使用双层频谱 CT 多参数特征预测肝细胞癌微血管侵犯的可行性:这项回顾性研究纳入了 50 例术前接受多相对比增强光谱 CT 检查的 HCC 患者。结合临床数据、放射学特征和光谱 CT 定量参数,构建了预测血管侵犯的模型。应用 ROC 确定 MVI 的潜在预测因素。用 70 keV 图像模拟传统 CT 扫描获得的 CT 值与用 40 keV 图像获得的 CT 值进行了比较:结果:共检测出 50 例肝细胞癌,其中 30 例(A 组)有微血管侵犯,20 例(B 组)无微血管侵犯。A组(1000(10.875,1000),4.360±0.3105, 1.7750(1.5350,1.8825) mg/ml, 0.1785(0.1621,0.2124),2.0362±0.2108,8.0960±0.1043,0.2830±0.0777)和 B 组(4.750(3.325,20.425),3.190±0.2979,1.4700(1.4500,1.5775)mg/ml,0.1441(0.1373,0.1490),1.8601±0.1595,7.8105±0.7830 和 0.2228±0.0612)(均为 p 结论:与传统 CT 相比,双层频谱 CT 可提供更多的定量参数,以加强对有微血管侵犯和无微血管侵犯肝细胞癌的鉴别。尤其是动脉期的归一化碘浓度(NIC)在判断是否存在微血管侵犯方面具有最大的潜在应用价值,可为临床治疗方案和预后评估提供重要参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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