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通过定量弛豫测量图为清醒儿童生成多个合成图像对比的单次1分钟脑部MRI扫描。

A single 1-min brain MRI scan for generating multiple synthetic image contrasts in awake children from quantitative relaxometry maps.

作者信息

Ramaniharan Anandh Kilpattu, Pednekar Amol, Parikh Nehal A, Nagaraj Usha D, Manhard Mary Kate

机构信息

Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.

University of Cincinnati College of Medicine, Cincinnati, OH, USA.

出版信息

Pediatr Radiol. 2025 Feb;55(2):312-323. doi: 10.1007/s00247-024-06113-1. Epub 2024 Dec 18.

Abstract

BACKGROUND

Diagnostically adequate contrast and spatial resolution in brain MRI require prolonged scan times, leading to motion artifacts and image degradation in awake children. Rapid multi-parametric techniques can produce diagnostic images in awake children, which could help to avoid the need for sedation.

OBJECTIVE

To evaluate the utility of a rapid echo-planar imaging (EPI)-based multi-inversion spin and gradient echo (MI-SAGE) technique for generating multi-parametric quantitative brain maps and synthetic contrast images in awake pediatric participants.

MATERIALS AND METHODS

In this prospective IRB-approved study, awake research participants 3-10 years old were scanned using MI-SAGE, MOLLI, GRASE, mGRE, and T1-, T2-, T2*-, and FLAIR-weighted sequences. The MI-SAGE T1, T2, and T2* maps and synthetic images were estimated offline. The MI-SAGE parametric values were compared to those from conventional mapping sequences including MOLLI, GRASE, and mGRE, with assessments of repeatability and reproducibility. Synthetic MI-SAGE images and conventional weighted images were reviewed by a neuroradiologist and scored using a 5-point Likert scale. Gray-to-white matter contrast ratios (GWRs) were compared between MI-SAGE synthetic and conventional weighted images. The results were analyzed using the Bland-Altman analysis and intra-class correlation coefficient (ICC).

RESULTS

A total of 24 healthy participants aged 3 years to 10 years (mean ± SD, 6.5 ± 1.9; 12 males) completed full imaging exams including the 54-s MI-SAGE acquisition and were included in the analysis. The MI-SAGE T1, T2, and T2* had biases of 32%, -4%, and 23% compared to conventional mapping methods using MOLLI, GRASE, and mGRE, respectively, with moderate to very strong correlations (ICC=0.49-0.99). All MI-SAGE maps exhibited strong to very strong repeatability and reproducibility (ICC=0.80 to 0.99). The synthetic MI-SAGE had average Likert scores of 2.1, 2.1, 2.9, and 2.0 for T1-, T2-, T2*-, and FLAIR-weighted images, respectively, while conventional acquisitions had Likert scores of 3.5, 3.6, 4.6, and 3.8 for T1-, T2-, T2*-, and FLAIR-weighted images, respectively. The MI-SAGE synthetic T1w, T2w, T2w, and FLAIR GWRs had biases of 17%, 3%, 7%, and 1% compared to the GWR of images from conventional T1w, T2w, T2w, and FLAIR acquisitions respectively.

CONCLUSION

The derived T1, T2, and T2* maps were correlated with conventional mapping methods and showed strong repeatability and reproducibility. While synthetic MI-SAGE images had greater susceptibility artifacts and lower Likert scores than conventional images, the MI-SAGE technique produced synthetic weighted images with contrasts similar to conventional weighted images and achieved a ten-fold reduction in scan time.

摘要

背景

脑部磁共振成像(MRI)中,要获得诊断所需的足够对比度和空间分辨率,扫描时间需延长,这会导致清醒儿童出现运动伪影并使图像质量下降。快速多参数技术可以为清醒儿童生成诊断图像,有助于避免使用镇静剂。

目的

评估基于快速回波平面成像(EPI)的多次反转自旋和梯度回波(MI-SAGE)技术在清醒儿科受试者中生成多参数定量脑图谱和合成对比图像的效用。

材料与方法

在这项经机构审查委员会(IRB)批准的前瞻性研究中,对3至10岁的清醒研究参与者使用MI-SAGE、MOLLI、GRASE、mGRE以及T1加权、T2加权、T2加权和液体衰减反转恢复(FLAIR)加权序列进行扫描。MI-SAGE的T1、T2和T2图谱及合成图像在离线状态下进行估算。将MI-SAGE的参数值与来自包括MOLLI、GRASE和mGRE在内的传统图谱序列的参数值进行比较,并评估其重复性和再现性。由神经放射科医生对MI-SAGE合成图像和传统加权图像进行审查,并使用5级李克特量表评分。比较MI-SAGE合成图像和传统加权图像之间的灰质与白质对比度比值(GWR)。使用布兰德-奥特曼分析和组内相关系数(ICC)对结果进行分析。

结果

共有24名年龄在3岁至10岁之间的健康参与者(平均±标准差,6.5±1.9;12名男性)完成了包括54秒MI-SAGE采集在内的完整成像检查,并纳入分析。与使用MOLLI、GRASE和mGRE的传统图谱方法相比,MI-SAGE的T1、T2和T2的偏差分别为32%、-4%和23%,相关性为中度至非常强(ICC = 0.49 - 0.99)。所有MI-SAGE图谱均表现出强至非常强的重复性和再现性(ICC = 0.80至0.99)。MI-SAGE合成图像在T1加权、T2加权、T2加权和FLAIR加权图像上的平均李克特评分分别为2.1、2.1、2.9和2.0,而传统采集的T1加权、T2加权、T2加权和FLAIR加权图像的李克特评分分别为3.5、3.6、4.6和3.8。与传统T1加权、T2加权、T2加权和FLAIR采集图像的GWR相比,MI-SAGE合成的T1加权、T2加权、T2*加权和FLAIR的GWR偏差分别为17%、3%、7%和1%。

结论

所得的T1、T2和T2*图谱与传统图谱方法相关,具有很强的重复性和再现性。虽然MI-SAGE合成图像比传统图像有更大的磁敏感伪影和更低的李克特评分,但MI-SAGE技术生成的合成加权图像对比度与传统加权图像相似,且扫描时间减少了十倍。

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