Leveraging Phase Information of 3D Isotropic Ultrashort Echo Time Pulmonary MRI for the Detection of Thoracic Lymphadenopathy: Toward an All-in-One Scan Solution.

IF 7 1区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Investigative Radiology Pub Date : 2024-11-19 DOI:10.1097/RLI.0000000000001135
Sebastian Ziegelmayer, Anh Tu Van, Kilian Weiss, Alexander W Marka, Tristan Lemke, Florian Scheuerer, Thomas Huber, Andreas Sauter, Ryan Robison, Joshua Gawlitza, Marcus R Makowski, Dimitrios C Karampinos, Markus Graf
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Abstract

Background: Ultrashort echo time (UTE) allows imaging of tissues with short relaxation times, but it comes with the expense of long scan times. Magnitude images of UTE magnetic resonance imaging (MRI) are widely used in pulmonary imaging due to excellent parenchymal signal, but have insufficient contrast for other anatomical regions of the thorax. Our work investigates the value of UTE phase images (UTE-Ps)-generated simultaneously from the acquired UTE signal used for the magnitude images-for the detection of thoracic lymph nodes based on water-fat contrast. It employs an advanced imaging sequence and reconstruction allowing isotropic 3D UTE MRI in clinically acceptable scan times.

Methods: In our prospective study, 42 patients with 136 lymph nodes had undergone venous computed tomography and pulmonary MRI scans with UTE within a 14-day interval. 3D isotropic UTE images were acquired using FLORET (fermat looped, orthogonally encoded trajectories). Background-corrected phase images (UTE-P) and magnitude images were reconstructed simultaneously from the UTE-Signal. Three radiologists performed a blinded reading in which all lymph nodes with a short-axis diameter (SAD) of at least 0.5 cm were detected. Detection rates and performance metrics of UTE-P for all lymph node regions and for pathologic (SAD ≥10 mm) and nonpathologic lymph nodes (SAD <10 mm) were calculated using computed tomography as a reference. The interreader agreement defined as the presence or absence of lymph nodes based on patient and region was calculated using Fleiss kappa (κ).

Findings: In the phase images, pathologic lymph nodes in the mediastinal and hilar region were detected with a high diagnostic confidence due to the achieved water-fat contrast (average sensitivity, specificity, positive predictive value, and negative predictive value of 95.83% [confidence interval (CI), 92.76%-98.91%], 100%, 100%, and 99.32% [CI, 98.08%-100%]). Stepwise inclusion of all lymph node regions and nonpathologic lymph nodes was associated with a moderate decrease resulting in an average sensitivity, specificity, positive predictive value, and negative predictive value of 77.9% (CI, 70.9%-84.7%), 99.4% (CI, 98.7%-99.9%), 97.0% (CI, 93.4%-99.7%), and 94.7% (CI, 92.8%-96.4%) for the inclusion of all lymph nodes sizes and regions. Interreader agreement was almost perfect (κ = 0.92).

Conclusions: Pathological lymph nodes in the mediastinal and hilar region can be detected in phase-images with high diagnostic confidence, thanks to the ability of the phase images to depict water-fat contrast in combination with high spatial 3D resolution, extending the clinical applicability of UTE into the simultaneous assessment of lung parenchyma and lymph nodes.

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利用三维各向同性超短回波时间肺部MRI的相位信息检测胸部淋巴结病:迈向一体化扫描解决方案。
背景:超短回波时间(UTE)可对弛豫时间较短的组织进行成像,但其代价是扫描时间较长。UTE磁共振成像(MRI)的幅值图像因具有极佳的实质信号而广泛应用于肺部成像,但对胸部其他解剖区域的对比度不足。我们的工作研究了UTE 相位图像(UTE-Ps)的价值--该图像由用于幅值图像的获取的UTE 信号同时生成,可用于基于水-脂肪对比度的胸部淋巴结检测。它采用了先进的成像序列和重建技术,允许在临床可接受的扫描时间内进行各向同性三维UTE MRI:方法:在我们的前瞻性研究中,42 名患有 136 个淋巴结的患者在间隔 14 天内接受了静脉计算机断层扫描和肺部 MRI UTE 扫描。使用 FLORET(费马环形正交编码轨迹)获取三维各向同性 UTE 图像。根据UTE信号同时重建背景校正相位图像(UTE-P)和幅值图像。三名放射科医生进行盲读,检测所有短轴直径(SAD)至少为 0.5 厘米的淋巴结。UTE-P对所有淋巴结区域、病理淋巴结(SAD≥10毫米)和非病理淋巴结(SAD发现)的检测率和性能指标:在相位图像中,由于实现了水脂对比,纵隔和肺门区域病理淋巴结的检测诊断可信度很高(平均灵敏度、特异性、阳性预测值和阴性预测值分别为 95.83% [置信区间 (CI),92.76%-98.91%]、100%、100% 和 99.32% [CI,98.08%-100%])。逐步纳入所有淋巴结区域和非病理性淋巴结会导致灵敏度、特异性、阳性预测值和阴性预测值适度下降,纳入所有淋巴结大小和区域的平均灵敏度、特异性、阳性预测值和阴性预测值分别为 77.9% (CI,70.9%-84.7%)、99.4% (CI,98.7%-99.9%)、97.0% (CI,93.4%-99.7%) 和 94.7% (CI,92.8%-96.4%)。读片者之间的一致性几乎完美(κ = 0.92):由于相位图像能够描绘水-脂肪对比度,同时具有较高的空间三维分辨率,因此可在相位图像中检测出纵隔和肺门区域的病理淋巴结,诊断可信度较高,从而将UTE的临床应用扩展到同时评估肺实质和淋巴结。
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来源期刊
Investigative Radiology
Investigative Radiology 医学-核医学
CiteScore
15.10
自引率
16.40%
发文量
188
审稿时长
4-8 weeks
期刊介绍: Investigative Radiology publishes original, peer-reviewed reports on clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, and related modalities. Emphasis is on early and timely publication. Primarily research-oriented, the journal also includes a wide variety of features of interest to clinical radiologists.
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