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Variation in longitudinal trajectories of regional brain volumes of healthy men and women (ages 10 to 85 years) measured with atlas-based parcellation of MRI

机译:用基于地图的MRI测量的纵向男性和妇女区域脑体积纵向轨迹的变异(10至85岁)

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摘要

Numerous cross-sectional MRI studies have characterized age-related differences in regional brain volumes that differ with structure and tissue type. The extent to which cross-sectional assumptions about change are accurate depictions of actual longitudinal measurement remains controversial. Even longitudinal studies can be limited by the age range of participants, sex distribution of the samples, and scan intervals. To address these issues, we calculated trajectories of regional brain volume changes from T1-weighted (SPGR) MRI data, quantified with our automated, unsupervised SRI24 atlas-based registration and parcellation method. Longitudinal MRIs were acquired at 3T in 17 boys and 12 girls, age 10 to 14 years, and 41 men and 41 women, age 20 to 85 years at first scan. Application of a regression-based correction factor permitted merging of data acquired at 3T field strength with data acquired at 1.5T from additional subjects, thereby expanding the sample to a total of 55 men and 67 women, ages 20 to 85 years at first scan. Adjustment for individual supratentorial intracranial volume removed regional volume differences between men and women due to sex-related differences in head size. Individual trajectories were computed from data collected on 2 to 6 MRIs at a single field strength over a ~1 to 8 year interval. Using the linear mixed-effects model, the pattern of trajectories over age indicated: rises in ventricular and Sylvian fissure volumes, with older individuals showing faster increases than younger ones; declines in selective cortical volumes with faster tissue shrinkage in older than younger individuals; little effect of aging on volume of the corpus callosum; more rapid expansion of CSF-filled spaces in men than women after age 60 years; and evidence for continued growth in central white matter through early adulthood with accelerated decline in senescence greater in men than women.
机译:大量的横截面MRI研究表明,年龄相关的区域性大脑体积差异随结构和组织类型而异。关于变化的横截面假设在多大程度上是对实际纵向测量值的准确描述,仍然存在争议。甚至纵向研究也可能受到参与者的年龄范围,样本性别分布和扫描间隔的限制。为了解决这些问题,我们根据T1加权(SPGR)MRI数据计算了局部脑容量变化的轨迹,并使用我们的自动,无监督SRI24地图集基于注册和分割方法进行了量化。首次扫描时,在3T时对年龄在10至14岁之间的17名男孩和12名女孩以及年龄在20至85岁之间的41名男性和41名女性进行了纵向MRI。基于回归的校正因子的应用允许将3T场强获得的数据与1.5T从其他受试者获得的数据合并,从而将样本扩展到55位男性和67位女性,首次扫描时年龄为20至85岁。对个体上颅上颅内容积的调整消除了由于性别相关的头部大小差异而导致的男女区域性差异。根据在大约1至8年间隔内的一次场强从2至6幅MRI收集的数据计算出单个轨迹。使用线性混合效应模型,表明了随着年龄的增长轨迹的模式:心室和西尔维夫裂缝的数量增加,老年人的增长速度快于年轻人;与年轻人相比,老年人的选择性皮质体积减少,组织收缩更快;衰老对call体体积的影响很小; 60岁以后,男性中脑脊液填充空间的扩展速度快于女性;有证据表明,成年早期中央白质会持续增长,男性衰老加速下降的幅度大于女性。

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