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徒手勾画感兴趣区方法在定量脑弥散张量成像中的可靠性。

Reliability of the freehand region-of-interest method in quantitative cerebral diffusion tensor imaging.

机构信息

Department of Medical Physics, Medical Imaging Center of Pirkanmaa Hospital District, Tampere, Finland.

Department of Radiology, Medical Imaging Center of Pirkanmaa Hospital District, Tampere, Finland.

出版信息

BMC Med Imaging. 2021 Oct 4;21(1):144. doi: 10.1186/s12880-021-00663-8.

Abstract

BACKGROUND

Diffusion tensor imaging (DTI) is a magnetic resonance imaging (MRI) technique used for evaluating changes in the white matter in brain parenchyma. The reliability of quantitative DTI analysis is influenced by several factors, such as the imaging protocol, pre-processing and post-processing methods, and selected diffusion parameters. The region-of-interest (ROI) method is most widely used of the post-processing methods because it is found in commercial software. The focus of our research was to study the reliability of the freehand ROI method using various intra- and inter-observer analyses.

METHODS

This study included 40 neurologically healthy participants who underwent diffusion MRI of the brain with a 3 T scanner. The measurements were performed at nine different anatomical locations using a freehand ROI method. The data extracted from the ROIs included the regional mean values, intra- and inter-observer variability and reliability. The used DTI parameters were fractional anisotropy (FA), the apparent diffusion coefficient (ADC), and axial (AD) and radial (RD) diffusivity.

RESULTS

The average intra-class correlation coefficient (ICC) of the intra-observer was found to be 0.9 (excellent). The single ICC results were excellent (> 0.8) or adequate (> 0.69) in eight out of the nine regions in terms of FA and ADC. The most reliable results were found in the frontobasal regions. Significant differences between age groups were also found in the frontobasal regions. Specifically, the FA and AD values were significantly higher and the RD values lower in the youngest age group (18-30 years) compared to the other age groups.

CONCLUSIONS

The quantitative freehand ROI method can be considered highly reliable for the average ICC and mostly adequate for the single ICC. The freehand method is suitable for research work with a well-experienced observer. Measurements should be performed at least twice in the same region to ensure that the results are sufficiently reliable. In our study, reliability was slightly undermined by artifacts in some regions such as the cerebral peduncle and centrum semiovale. From a clinical point of view, the results are most reliable in adults under the age of 30, when age-related changes in brain white matter have not yet occurred.

摘要

背景

弥散张量成像(DTI)是一种磁共振成像(MRI)技术,用于评估脑实质白质的变化。定量 DTI 分析的可靠性受到多种因素的影响,例如成像协议、预处理和后处理方法以及选择的扩散参数。感兴趣区(ROI)方法是最广泛使用的后处理方法,因为它存在于商业软件中。我们的研究重点是使用各种内部和外部观察者分析来研究徒手 ROI 方法的可靠性。

方法

本研究纳入了 40 名神经健康的参与者,他们在 3T 扫描仪上进行了大脑弥散 MRI 检查。使用徒手 ROI 方法在九个不同的解剖位置进行了测量。从 ROI 中提取的测量数据包括区域平均值、内部和外部观察者的变异性和可靠性。所使用的 DTI 参数包括各向异性分数(FA)、表观扩散系数(ADC)以及轴向(AD)和径向(RD)扩散率。

结果

内部观察者的平均组内相关系数(ICC)被发现为 0.9(优秀)。在 FA 和 ADC 方面,在九个区域中的八个区域,单个 ICC 结果为优秀(>0.8)或良好(>0.69)。在前基底区域发现了最可靠的结果。在前基底区域还发现了年龄组之间的显著差异。具体来说,与其他年龄组相比,最年轻的年龄组(18-30 岁)的 FA 和 AD 值显著较高,RD 值显著较低。

结论

定量徒手 ROI 方法可以被认为是高度可靠的,平均 ICC 非常好,大多数单个 ICC 也很好。徒手方法适用于经验丰富的观察者进行的研究工作。为了确保结果足够可靠,应至少在同一区域进行两次测量。在我们的研究中,由于某些区域(如大脑脚和半卵圆中心)存在伪影,可靠性略有降低。从临床角度来看,在年龄相关的脑白质变化尚未发生的情况下,最年轻的年龄组(<30 岁)的结果最可靠。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d050/8491381/1c2fe50eff58/12880_2021_663_Fig1_HTML.jpg

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