Department of Radiology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Department of Radiology, Massachusetts General Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Neuroimage. 2024 Oct 15;300:120865. doi: 10.1016/j.neuroimage.2024.120865. Epub 2024 Sep 28.
Three-dimensional (3D) T1-weighted MRI sequences such as the magnetization prepared rapid gradient echo (MPRAGE) sequence are important for assessing regional cortical atrophy in the clinical evaluation of dementia but have long acquisition times and are prone to motion artifact. The recently developed Scout Accelerated Motion Estimation and Reduction (SAMER) retrospective motion correction method addresses motion artifact within clinically-acceptable computation times and has been validated through qualitative evaluation in inpatient and emergency settings.
We evaluated the quantitative accuracy of morphometric analysis of SAMER motion-corrected compared to non-motion-corrected MPRAGE images by estimating cortical volume and thickness across neuroanatomical regions in two subject groups: (1) healthy volunteers and (2) patients undergoing evaluation for dementia. In part (1), we used a set of 108 MPRAGE reconstructed images derived from 12 healthy volunteers to systematically assess the effectiveness of SAMER in correcting varying degrees of motion corruption, ranging from mild to severe. In part (2), 29 patients who were scheduled for brain MRI with memory loss protocol and had motion corruption on their clinical MPRAGE scans were prospectively enrolled.
In part (1), SAMER resulted in effective correction of motion-induced cortical volume and thickness reductions. We observed systematic increases in the estimated cortical volume and thickness across all neuroanatomical regions and a relative reduction in percent error values compared to reference standard scans of up to 66 % for the cerebral white matter volume. In part (2), SAMER resulted in statistically significant volume increases across anatomical regions, with the most pronounced increases seen in the parietal and temporal lobes, and general reductions in percent error relative to reference standard clinical scans.
SAMER improves the accuracy of morphometry through systematic increases and recovery of the estimated cortical volume and cortical thickness following motion correction, which may affect the evaluation of regional cortical atrophy in patients undergoing evaluation for dementia.
三维(3D)T1 加权磁共振成像序列,如磁化准备快速梯度回波(MPRAGE)序列,对于评估痴呆症的皮质萎缩具有重要意义,但采集时间长,易受运动伪影影响。最近开发的 Scout 加速运动估计和减少(SAMER)回顾性运动校正方法可以在临床可接受的计算时间内解决运动伪影问题,并已通过住院和急诊环境的定性评估进行了验证。
我们通过估计两个受试者组(1)健康志愿者和(2)接受痴呆评估的患者的神经解剖区域的皮质体积和厚度,评估 SAMER 运动校正与非运动校正 MPRAGE 图像的形态计量分析的定量准确性。在第(1)部分中,我们使用从 12 名健康志愿者中重建的 108 个 MPRAGE 图像的集合来系统评估 SAMER 在纠正从轻度到重度的不同程度运动伪影的有效性。在第(2)部分中,前瞻性招募了 29 名因记忆丧失协议进行脑部 MRI 且其临床 MPRAGE 扫描存在运动伪影的患者。
在第(1)部分中,SAMER 有效地校正了运动引起的皮质体积和厚度减少。我们观察到,所有神经解剖区域的估计皮质体积和厚度都有系统地增加,与参考标准扫描相比,相对误差值降低了 66%,而大脑白质体积的相对误差值降低了 66%。在第(2)部分中,SAMER 导致解剖区域的体积显着增加,其中顶叶和颞叶的增加最为明显,与参考标准临床扫描相比,相对误差值普遍降低。
SAMER 通过系统地增加和恢复运动校正后的皮质体积和皮质厚度,提高了形态计量的准确性,这可能会影响痴呆评估患者的皮质萎缩的评估。