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基于扩散张量成像的人脑侧脑室脑脊液容量测定和平均扩散率的分割与量化:验证、年龄、性别影响及生物物理学意义

DTI-based segmentation and quantification of human brain lateral ventricular CSF volumetry and mean diffusivity: validation, age, gender effects and biophysical implications.

作者信息

Hasan Khader M, Moeller F Gerard, Narayana Ponnada A

机构信息

Department of Diagnostic and Interventional Imaging, The University of Texas Health Science Center, Houston, TX, USA.

Medical School, Department Interventional Imaging, The University of Texas Health Science Center, Houston, TX, USA.

出版信息

Magn Reson Imaging. 2014 Jun;32(5):405-12. doi: 10.1016/j.mri.2014.01.014. Epub 2014 Jan 29.

Abstract

The human brain lateral ventricular (LV) cerebrospinal fluid (CSF) volume has been used as a neuroimaging marker of brain changes in health and disease. The LV CSF diffusivity may offer a useful quality assurance measure and become a potential noninvasive marker of deep brain temperature. In this work we sought to validate a method for human brain lateral ventricular (LV) cerebrospinal fluid (CSF) using diffusion tensor imaging (DTI) contrast to provide LV volume and corresponding DTI metrics. We compared LV volume obtained using DTI with that obtained using validated segmentations of the LV on T1-weighted data. DTI and T1-weighted data were acquired at 3T on 49 healthy males and 56 age-matched females aged 18-59 years. We showed histogram distributions of LV DTI metrics to establish quality assurance measures. We also analyzed the age and gender effects of LV volume and diffusivity. LV volumes estimated using both T1-weighted and DTI correlated strongly in males and females (ICC=0.99; median Dice index 80%). The LV-to-intracranial volume percentage increased significantly with age only in males, using the DTI-based approach (r=0.39; p=0.005). LV CSF Mean diffusivity was greater in males than females ((1.2%; p=0.03). Mean diffusivity of lateral ventricular CSF decreased significantly with age in healthy adults (r=-0.30; p=0.02). Our results highlight the importance of age and gender-based analyses and the potential of LV diffusivity measures as a quantitative marker.

摘要

人脑侧脑室(LV)脑脊液(CSF)体积已被用作健康和疾病状态下脑变化的神经影像学标志物。LV脑脊液扩散率可能提供一种有用的质量保证指标,并成为深部脑温的潜在非侵入性标志物。在这项研究中,我们试图验证一种利用扩散张量成像(DTI)对比来获取人脑侧脑室(LV)脑脊液(CSF)的方法,以提供LV体积和相应的DTI指标。我们将使用DTI获得的LV体积与使用T1加权数据上经过验证的LV分割方法获得的数据进行比较。在3T条件下,对49名年龄在18 - 59岁的健康男性和56名年龄匹配的女性采集了DTI和T1加权数据。我们展示了LV DTI指标的直方图分布,以建立质量保证措施。我们还分析了LV体积和扩散率的年龄及性别效应。使用T1加权和DTI估计的LV体积在男性和女性中都具有很强的相关性(组内相关系数ICC = 0.99;中位骰子指数约为80%)。仅在男性中,基于DTI的方法显示LV与颅内体积百分比随年龄显著增加(r = 0.39;p = 0.005)。男性的LV脑脊液平均扩散率高于女性(约1.2%;p = 0.03)。在健康成年人中,侧脑室脑脊液的平均扩散率随年龄显著降低(r = -0.30;p = 0.02)。我们的结果强调了基于年龄和性别的分析的重要性,以及LV扩散率测量作为定量标志物的潜力。

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