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基于磁共振成像扫描的脑深部灰质自动分割:场强对敏感性和可靠性的影响

Automated segmentation of cerebral deep gray matter from MRI scans: effect of field strength on sensitivity and reliability.

作者信息

Chu Renxin, Hurwitz Shelley, Tauhid Shahamat, Bakshi Rohit

机构信息

Laboratory for Neuroimaging Research, Brigham and Women's Hospital, Harvard Medical School, 60 Fenwood Rd, Mailbox 9002L, Boston, MA, 02115, USA.

Departments of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.

出版信息

BMC Neurol. 2017 Sep 5;17(1):172. doi: 10.1186/s12883-017-0949-4.

Abstract

BACKGROUND

The cerebral subcortical deep gray matter nuclei (DGM) are a common, early, and clinically-relevant site of atrophy in multiple sclerosis (MS). Robust and reliable DGM segmentation could prove useful to evaluate putative neuroprotective MS therapies. The objective of the study was to compare the sensitivity and reliability of DGM volumes obtained from 1.5T vs. 3T MRI.

METHODS

Fourteen patients with MS [age (mean, range) 50.2 (32.0-60.8) years, disease duration 18.4 (8.2-35.5) years, Expanded Disability Status Scale score 3.1 (0-6), median 3.0] and 15 normal controls (NC) underwent brain 3D T1-weighted paired scan-rescans at 1.5T and 3T. DGM (caudate, thalamus, globus pallidus, and putamen) segmentation was obtained by the fully automated FSL-FIRST pipeline. Both raw and normalized volumes were derived.

RESULTS

DGM volumes were generally higher at 3T vs. 1.5T in both groups. For raw volumes, 3T showed slightly better sensitivity (thalamus: p = 0.02; caudate: p = 0.10; putamen: p = 0.02; globus pallidus: p = 0.0004; total DGM: p = 0.01) than 1.5T (thalamus: p = 0.05; caudate: p = 0.09; putamen: p = 0.03; globus pallidus: p = 0.0006; total DGM: p = 0.02) for detecting DGM atrophy in MS vs. NC. For normalized volumes, 3T but not 1.5T detected atrophy in the globus pallidus in the MS group. Across all subjects, scan-rescan reliability was generally very high for both platforms, showing slightly higher reliability for some DGM volumes at 3T. Raw volumes showed higher reliability than normalized volumes. Raw DGM volume showed higher reliability than the individual structures.

CONCLUSIONS

These results suggest somewhat higher sensitivity and reliability of DGM volumes obtained from 3T vs. 1.5T MRI. Further studies should assess the role of this 3T pipeline in tracking potential MS neurotherapeutic effects.

摘要

背景

大脑皮质下深部灰质核团(DGM)是多发性硬化症(MS)中常见、早期且与临床相关的萎缩部位。可靠且稳健的DGM分割对于评估假定的MS神经保护疗法可能有用。本研究的目的是比较从1.5T与3T MRI获得的DGM体积的敏感性和可靠性。

方法

14例MS患者[年龄(均值,范围)50.2(32.0 - 60.8)岁,病程18.4(8.2 - 35.5)年,扩展残疾状态量表评分3.1(0 - 6),中位数3.0]和15名正常对照(NC)在1.5T和3T进行脑部3D T1加权配对扫描重扫。通过全自动FSL - FIRST流程获得DGM(尾状核、丘脑、苍白球和壳核)分割。得出原始体积和标准化体积。

结果

两组中3T时的DGM体积总体上高于1.5T。对于原始体积,在检测MS与NC中的DGM萎缩方面,3T的敏感性略高于1.5T(丘脑:p = 0.02;尾状核:p = 0.10;壳核:p = 0.02;苍白球:p = 0.0004;总DGM:p = 0.01)(丘脑:p = 0.05;尾状核:p = 0.09;壳核:p = 0.03;苍白球:p = 0.0006;总DGM:p = 0.02)。对于标准化体积,3T能检测到MS组苍白球的萎缩,而1.5T不能。在所有受试者中,两个平台的扫描重扫可靠性总体都非常高,3T时一些DGM体积的可靠性略高。原始体积的可靠性高于标准化体积。原始DGM体积的可靠性高于单个结构。

结论

这些结果表明,从3T MRI获得的DGM体积的敏感性和可靠性略高于从

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/653d/5584325/bf00de64dd26/12883_2017_949_Fig1_HTML.jpg

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