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使用多个 b 值区分胰腺癌与健康胰腺组织:表观扩散系数和体素内不相干运动衍生参数的比较。

Differentiation of pancreas carcinoma from healthy pancreatic tissue using multiple b-values: comparison of apparent diffusion coefficient and intravoxel incoherent motion derived parameters.

机构信息

Department of Computer Assisted Clinical Medicine, University of Heidelberg, Faculty of Medicine Mannheim, Mannheim, Germany.

出版信息

Invest Radiol. 2009 Dec;44(12):769-75. doi: 10.1097/RLI.0b013e3181b62271.

Abstract

OBJECTIVES

To evaluate in detail the diagnostic performance of diffusion-weighted imaging (DWI) to differentiate pancreas carcinoma from healthy pancreas using the apparent diffusion coefficient (ADC) and parameters derived from the intravoxel incoherent motion (IVIM) theory.

MATERIALS AND METHODS

Twenty-three patients with pancreas carcinoma and 14 volunteers with healthy pancreas were examined at 1.5 Tesla using a single-shot echo-planar imaging DWI pulse sequence. Eleven b-values ranging from 0 to 800 s/mm2 were used. The acquisition was separated into blocks (b0, b25), (b0, b50),...(b0, b800) and each block was acquired in a single expirational breath-hold (TA = 26 seconds) to avoid motion artifacts. The ADC was calculated for all b-values using linear regression yielding ADC(tot). By applying the IVIM model, which allows for the estimation of perfusion effects in DWI, the perfusion fraction f and the perfusion free diffusion parameter D were calculated. The diagnostic performance of ADC, f and D as a measure for the differentiation between healthy pancreas and pancreatic carcinoma was evaluated with receiver operating characteristics analysis.

RESULTS

In the healthy control group, the ADC(tot) ranged from 1.53 to 2.01 microm2/ms with a mean value of 1.71 +/- 0.19 microm2/ms, the perfusion fraction f ranged from 18.5% to 40.4% with a mean value of 25.0 +/- 6.2%, and the diffusion coefficient D from 0.94 to 1.28 microm2/ms with a mean value of 1.13 +/- 0.15 microm2/ms. In patients with pancreas carcinoma, the ADC(tot) ranged from 0.98 to 1.81 microm2/ms with a mean value of 1.31 +/- 0.24 microm2/ms, the perfusion fraction f ranged from 0% to 20.4% with a mean value of 8.59 +/- 4.6% and the diffusion coefficient D from 0.74 to 1.60 microm2/ms with a mean value of 1.15 +/- 0.22 microm2/ms. In comparison to healthy pancreatic tissue, a significant reduction of the perfusion fraction f and of ADC(tot) was found in pancreatic carcinoma (P < 0.00001, 0.0002, respectively). The f value showed more than a 10-fold higher significance level in distinguishing cancerous from normal tissue when compared with the ADC(tot) value. No significant difference in the diffusion coefficient D was observed between the 2 groups (P > 0.5). In the receiver operating characteristic-analyses, the area under curve for f was 0.991 and significantly larger than ADC(tot) (P < 0.05). f had the highest sensitivity, specificity, negative predictive value, and positive predictive value with 95.7%, 100%, 93.3%, and 100%, respectively.

CONCLUSIONS

Using the IVIM-approach, the f value proved to be the best parameter for the differentiation between healthy pancreas and pancreatic cancer. The acquisition of several b-values strongly improved the stability of the parameter estimation thus increasing the sensitivity and specificity to 95.7% and 100% respectively. The proposed method may hold great promise for the non invasive, noncontrast-enhanced imaging of pancreas lesions and may eventually become a screening tool for pancreatic cancer.

摘要

目的

使用表观扩散系数(ADC)和体素内不相干运动(IVIM)理论衍生的参数,详细评估扩散加权成像(DWI)在区分胰腺癌与正常胰腺方面的诊断性能。

材料与方法

在 1.5T 磁共振扫描仪上使用单次激发回波平面 DWI 脉冲序列对 23 例胰腺癌患者和 14 例健康志愿者的胰腺进行检查。使用 0 至 800 s/mm2 共 11 个 b 值。采集分为块(b0、b25)、(b0、b50)……(b0、b800),每个块在单次呼气保持(TA = 26 秒)中采集,以避免运动伪影。使用线性回归计算所有 b 值的 ADC(tot),得出 ADC(tot)值。通过应用 IVIM 模型,可以估计 DWI 中的灌注效应,计算灌注分数 f 和灌注无扩散参数 D。使用受试者工作特征(ROC)分析评估 ADC、f 和 D 作为区分健康胰腺和胰腺癌的指标的诊断性能。

结果

在健康对照组中,ADC(tot)值范围为 1.53 至 2.01 μm2/ms,平均值为 1.71 ± 0.19 μm2/ms;灌注分数 f 值范围为 18.5%至 40.4%,平均值为 25.0 ± 6.2%;扩散系数 D 值范围为 0.94 至 1.28 μm2/ms,平均值为 1.13 ± 0.15 μm2/ms。在胰腺癌患者中,ADC(tot)值范围为 0.98 至 1.81 μm2/ms,平均值为 1.31 ± 0.24 μm2/ms;灌注分数 f 值范围为 0%至 20.4%,平均值为 8.59 ± 4.6%;扩散系数 D 值范围为 0.74 至 1.60 μm2/ms,平均值为 1.15 ± 0.22 μm2/ms。与健康胰腺组织相比,胰腺癌中灌注分数 f 和 ADC(tot)值明显降低(P < 0.00001,0.0002)。与 ADC(tot)值相比,f 值在区分癌性与正常组织方面具有超过 10 倍的显著性水平。两组间扩散系数 D 值无显著差异(P > 0.5)。在 ROC 分析中,f 值的曲线下面积为 0.991,明显大于 ADC(tot)值(P < 0.05)。f 值具有最高的敏感性、特异性、阴性预测值和阳性预测值,分别为 95.7%、100%、93.3%和 100%。

结论

使用 IVIM 方法,f 值被证明是区分健康胰腺和胰腺癌的最佳参数。采集多个 b 值可显著提高参数估计的稳定性,从而使敏感性和特异性分别提高到 95.7%和 100%。该方法有望成为胰腺病变非侵入性、非对比增强成像的新方法,并可能最终成为胰腺癌的筛查工具。

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