Dual-energy CT in the differentiation between adrenal adenomas and metastases: Usefulness of material density maps and monochromatic images

R. Cano Alonso , A. Álvarez Vázquez , C. Andreu Vázquez , I.J. Thuissard Vasallo , A. Fernández Alfonso , M. Recio Rodríguez , V. Martínez de Vega
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Martínez de Vega","doi":"10.1016/j.rxeng.2021.10.006","DOIUrl":null,"url":null,"abstract":"<div><h3>Objective</h3><p>To evaluate the behavior of adrenal adenomas<span><span> and metastases with dual-energy </span>CT, analyzing the attenuation coefficient in monochromatic images at three different levels of energy (45, 70, and 140 keV) and the tissue concentrations of fat, water, and iodine in material density maps, with the aim of establishing optimal cutoffs for differentiating between these lesions and comparing our results against published evidence.</span></p></div><div><h3>Materials and methods</h3><p>This retrospective case-control study included oncologic patients diagnosed with adrenal metastases in the 6–12 months prior to the study who were followed up in our hospital between January and June 2020. For each case (patient with metastases) included in the study, we selected a control (patient with an adrenal adenoma) with a nodule of similar size. All patients were studied with a rapid-kilovoltage-switching dual-energy CT scanner, using a biphasic acquisition protocol. We analyzed the concentration of iodine in paired water−iodine images, the concentration of fat in the paired water–fat images, and the concentration of water in the paired iodine–water and fat–water images, in both the arterial and portal phases. We also analyzed the attenuation coefficient in monochromatic images (at 55, 70, and 140 keV) in the arterial and portal phases.</p></div><div><h3>Results</h3><p>In the monochromatic images, in both the arterial and portal phases, the attenuation coefficient at all energy levels was significantly higher in the group of patients with metastases than in the group of patients with adenomas. This enabled us to calculate the optimal cutoffs for classifying lesions as adenomas or metastases, except for the arterial phase at 55 KeV, where the area under the receiver operating characteristic curve (AUC) for the estimated threshold (0.68) was not considered accurate enough to classify the lesions. For the arterial phase at 70 keV, the AUC was 0.76 (95% CI: 0.663‒0.899); the optimal cutoff (42.4 HU) yielded 92% sensitivity and 60% specificity. For the arterial phase at 140 keV, the AUC was 0.94 (95% CI: 0.894‒0.999); the optimal cutoff (18.9 HU) yielded 88% sensitivity and 94% specificity). For the portal phase at 55 keV, the AUC was 0.76 (95% CI: 0.663‒0.899); the optimal cutoff (95.4 HU) yielded 68% sensitivity and 84% specificity. For the portal phase at 70 keV, the AUC was 0.82 (95% CI: 0.757‒0.955); the optimal cutoff (58.4 HU) yielded 80% sensitivity and 84% specificity. For the portal phase at 140 keV, the AUC was 0.9 (95% CI: 0.834‒0.987); the optimal cutoff (16.35 HU) yielded 96% sensitivity and 84% specificity. In the material density maps, in the arterial phase, significant differences were found only for the iodine–water pair, where the concentration of water was higher in the group with metastases (1018.8 ± 7.6 mg/cm<sup>3</sup> vs. 998.6 ± 8.0 mg/cm<sup>3</sup> for the group with adenomas, p &lt; 0.001). The AUC was 0.97 (95% CI: 0.893‒0.999); the optimal cutoff (1012.5 mg/cm<sup>3</sup>) yielded 88% sensitivity and 96% specificity. The iodine–water pair was also significantly higher in metastases (1019.7 ± 12.1 mg/cm<sup>3</sup> vs. 998.5 ± 9.1 mg/cm<sup>3</sup> in adenomas, p &lt; 0.001). The AUC was 0.926 (95% CI: 0.807‒0.977); the optimal cutoff (1009.5 mg/cm<sup>3</sup>) yielded 92% sensitivity and 92% specificity. Although significant results were also observed for the fat–water pair in the portal phase, the AUC was insufficient to enable a sufficiently accurate cutoff for classifying the lesions. No significant differences were found in the fat–water maps or iodine–water maps in the arterial or portal phase or in the water–fat map in the arterial phase.</p></div><div><h3>Conclusions</h3><p>Monochromatic images show differences between the behavior of adrenal adenomas and metastases in oncologic patients studied with intravenous-contrast-enhanced CT, where the group of metastases had higher attenuation than the group of adenomas in both the arterial and portal phases; this pattern is in line with the evidence published for adenomas. Nevertheless, to our knowledge, no other publications report cutoffs for this kind of differentiation in contrast-enhanced monochromatic images obtained in rapid-kilovoltage-switching dual-energy CT scanners, and this is the first new contribution of our study. Regarding the material density maps, our results suggest that the water–iodine pair is a good tool for differentiating between adrenal adenomas and metastases, in both the arterial and portal phases. 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引用次数: 0

Abstract

Objective

To evaluate the behavior of adrenal adenomas and metastases with dual-energy CT, analyzing the attenuation coefficient in monochromatic images at three different levels of energy (45, 70, and 140 keV) and the tissue concentrations of fat, water, and iodine in material density maps, with the aim of establishing optimal cutoffs for differentiating between these lesions and comparing our results against published evidence.

Materials and methods

This retrospective case-control study included oncologic patients diagnosed with adrenal metastases in the 6–12 months prior to the study who were followed up in our hospital between January and June 2020. For each case (patient with metastases) included in the study, we selected a control (patient with an adrenal adenoma) with a nodule of similar size. All patients were studied with a rapid-kilovoltage-switching dual-energy CT scanner, using a biphasic acquisition protocol. We analyzed the concentration of iodine in paired water−iodine images, the concentration of fat in the paired water–fat images, and the concentration of water in the paired iodine–water and fat–water images, in both the arterial and portal phases. We also analyzed the attenuation coefficient in monochromatic images (at 55, 70, and 140 keV) in the arterial and portal phases.

Results

In the monochromatic images, in both the arterial and portal phases, the attenuation coefficient at all energy levels was significantly higher in the group of patients with metastases than in the group of patients with adenomas. This enabled us to calculate the optimal cutoffs for classifying lesions as adenomas or metastases, except for the arterial phase at 55 KeV, where the area under the receiver operating characteristic curve (AUC) for the estimated threshold (0.68) was not considered accurate enough to classify the lesions. For the arterial phase at 70 keV, the AUC was 0.76 (95% CI: 0.663‒0.899); the optimal cutoff (42.4 HU) yielded 92% sensitivity and 60% specificity. For the arterial phase at 140 keV, the AUC was 0.94 (95% CI: 0.894‒0.999); the optimal cutoff (18.9 HU) yielded 88% sensitivity and 94% specificity). For the portal phase at 55 keV, the AUC was 0.76 (95% CI: 0.663‒0.899); the optimal cutoff (95.4 HU) yielded 68% sensitivity and 84% specificity. For the portal phase at 70 keV, the AUC was 0.82 (95% CI: 0.757‒0.955); the optimal cutoff (58.4 HU) yielded 80% sensitivity and 84% specificity. For the portal phase at 140 keV, the AUC was 0.9 (95% CI: 0.834‒0.987); the optimal cutoff (16.35 HU) yielded 96% sensitivity and 84% specificity. In the material density maps, in the arterial phase, significant differences were found only for the iodine–water pair, where the concentration of water was higher in the group with metastases (1018.8 ± 7.6 mg/cm3 vs. 998.6 ± 8.0 mg/cm3 for the group with adenomas, p < 0.001). The AUC was 0.97 (95% CI: 0.893‒0.999); the optimal cutoff (1012.5 mg/cm3) yielded 88% sensitivity and 96% specificity. The iodine–water pair was also significantly higher in metastases (1019.7 ± 12.1 mg/cm3 vs. 998.5 ± 9.1 mg/cm3 in adenomas, p < 0.001). The AUC was 0.926 (95% CI: 0.807‒0.977); the optimal cutoff (1009.5 mg/cm3) yielded 92% sensitivity and 92% specificity. Although significant results were also observed for the fat–water pair in the portal phase, the AUC was insufficient to enable a sufficiently accurate cutoff for classifying the lesions. No significant differences were found in the fat–water maps or iodine–water maps in the arterial or portal phase or in the water–fat map in the arterial phase.

Conclusions

Monochromatic images show differences between the behavior of adrenal adenomas and metastases in oncologic patients studied with intravenous-contrast-enhanced CT, where the group of metastases had higher attenuation than the group of adenomas in both the arterial and portal phases; this pattern is in line with the evidence published for adenomas. Nevertheless, to our knowledge, no other publications report cutoffs for this kind of differentiation in contrast-enhanced monochromatic images obtained in rapid-kilovoltage-switching dual-energy CT scanners, and this is the first new contribution of our study. Regarding the material density maps, our results suggest that the water–iodine pair is a good tool for differentiating between adrenal adenomas and metastases, in both the arterial and portal phases. We propose cutoffs for differentiating these lesions, although to our knowledge no cutoffs have been proposed for portal-phase contrast-enhanced images obtained with rapid-kilovoltage-switching dual-energy CT scanners.

双能CT鉴别肾上腺腺瘤和转移瘤:材料密度图和单色图像的有用性。
目的:用双能CT评估肾上腺腺瘤和转移瘤的表现,分析三种不同能量水平(45、70和140)下单色图像的衰减系数 keV)以及材料密度图中脂肪、水和碘的组织浓度,目的是建立区分这些病变的最佳临界值,并将我们的结果与已发表的证据进行比较。材料和方法:这项回顾性病例对照研究包括在研究前6-12个月内被诊断为肾上腺转移的肿瘤患者,这些患者在2020年1月至6月期间在我院接受了随访。对于纳入研究的每个病例(转移患者),我们选择了一个具有类似大小结节的对照组(肾上腺腺瘤患者)。使用双相采集协议,使用快速千伏开关双能CT扫描仪对所有患者进行研究。我们分析了动脉期和门脉期的成对水-碘图像中的碘浓度、成对水-脂肪图像中的脂肪浓度以及成对碘-水和脂肪-水图像中的水浓度。我们还分析了单色图像中的衰减系数(在55、70和140 keV)。结果:在动脉期和门脉期的单色图像中,转移患者组在所有能量水平下的衰减系数均显著高于腺瘤患者组。这使我们能够计算出将病变分类为腺瘤或转移瘤的最佳临界值,动脉期除外 KeV,其中估计阈值(0.68)的受试者工作特征曲线下面积(AUC)被认为不够准确,无法对病变进行分类。对于70岁的动脉期 keV,AUC为0.76(95%CI:0.663-0.899);最佳临界值(42.4HU)产生92%的敏感性和60%的特异性。动脉期140 keV,AUC为0.94(95%CI:0.894-0.999);最佳临界值(18.9HU)产生88%的敏感性和94%的特异性)。对于55的入口阶段 keV,AUC为0.76(95%CI:0.663-0.899);最佳临界值(95.4HU)产生68%的敏感性和84%的特异性。对于70的入口阶段 keV,AUC为0.82(95%CI:0.757-0.955);最佳临界值(58.4HU)产生80%的敏感性和84%的特异性。对于140的入口阶段 keV,AUC为0.9(95%CI:0.834-0.987);最佳临界值(16.35 HU)产生96%的敏感性和84%的特异性。在动脉期的物质密度图中,仅碘-水对存在显著差异,其中转移组的水浓度更高(1018.8 ± 7.6 mg/cm3与998.6 ± 8 腺瘤组为mg/cm3,p 3) 灵敏度为88%,特异性为96%。碘-水对在转移瘤中也显著较高(1019.7 ± 12.1 mg/cm3与998.5 ± 9.1 腺瘤中为mg/cm3,p 3) 敏感性和特异性分别为92%和92%。尽管在门静脉期也观察到脂肪-水对的显著结果,但AUC不足以实现对病变进行分类的足够准确的截止值。动脉期或门脉期的脂肪-水图或碘-水图以及动脉期的水-脂肪图均未发现显著差异。结论:单色图像显示,在静脉增强CT研究的肿瘤患者中,肾上腺腺瘤和转移瘤的行为存在差异,其中转移瘤组在动脉期和门脉期的衰减均高于腺瘤组;这种模式与已发表的腺瘤证据一致。然而,据我们所知,没有其他出版物报道在快速千伏开关双能CT扫描仪中获得的对比增强单色图像中出现这种分化的临界值,这是我们研究的第一个新贡献。关于物质密度图,我们的结果表明,在动脉期和门脉期,水碘对是区分肾上腺腺瘤和转移瘤的良好工具。我们提出了区分这些病变的临界点,尽管据我们所知,还没有提出用快速千伏开关双能CT扫描仪获得的门脉期对比增强图像的临界点。
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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