Imaging Developmental Trajectories of Laminar Magnetic Susceptibility Throughout Adulthood in Human Brain Cortex

IF 3.3 2区 医学 Q1 NEUROIMAGING
Xin Wang, Jiangjie Wu, Xiaojun Guan, Xiaojun Xu, Hongjiang Wei, Yuyao Zhang
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Abstract

Iron, myelin, and proteins are critical for neural integrity and cognitive function, yet their concentrations and distributions in brain tissue vary significantly across the lifespan. This natural variability necessitates age-specific reference ranges that account for developmental and aging-related changes. Noninvasive imaging techniques, such as Quantitative Susceptibility Mapping (QSM) and R2* imaging, provide complementary insights into these dynamics. Although age-related susceptibility trajectories have been well characterized in subcortical regions, systematic investigations of laminar susceptibility across the entire cortex remain limited. In this study, we analyzed QSM and R2* images from 447 healthy adults (18–80 years) to characterize cortical susceptibility profiles. Rather than averaging values across entire cortical regions, we normalized cortical depth to a percentage scale (1%–100%), where 1% corresponds to the pial surface and 100% to the white matter boundary. Image intensities at varying cortical depths were extracted and averaged to estimate depth-specific iron levels, motivated by known layer-dependent iron distribution in the cortex. Our results support depth-specific spatial patterns of iron in QSM and R2*: QSM peaked in deep cortical layers (80%–99%), with higher frontal and occipital values compared with temporal and parietal regions. Conversely, elevated R2* in superficial temporal and occipital layers suggests region-specific microstructural variations. Both QSM and R2* exhibited quadratic age-related trajectories, increasing until midlife before declining slightly. Unlike in white matter (WM) and deep gray matter (GM), cortical iron and myelin distributions exhibit distinct patterns, rendering conventional susceptibility-iron models for WM/GM unsuitable for cortical regions. To address this limitation, we focused on high-iron cortical layers, where diamagnetic confounds are minimized. By calibrating our in vivo age-QSM data against the ex vivo age-iron reference curve, we developed an optimized linear transformation and used a specific combination of layers across regions. This refined model achieved superior predictive accuracy (R2 = 0.43) compared with the standard framework. Our findings underscore the necessity of laminar-specific analysis for establishing accurate cortical susceptibility benchmarks, improving the discrimination of normal aging from neurodegenerative pathology.

Abstract Image

成年期人脑皮层层状磁化率的成像发育轨迹。
铁、髓磷脂和蛋白质对神经完整性和认知功能至关重要,但它们在脑组织中的浓度和分布在整个生命周期中变化很大。这种自然变异性需要有特定年龄的参考范围,以解释发育和衰老相关的变化。非侵入性成像技术,如定量敏感性制图(QSM)和R2*成像,为这些动态提供了补充见解。尽管与年龄相关的易感性轨迹在皮层下区域得到了很好的表征,但对整个皮层层流易感性的系统研究仍然有限。在这项研究中,我们分析了447名健康成人(18-80岁)的QSM和R2*图像,以表征皮质易感性特征。我们不是在整个皮质区域取平均值,而是将皮质深度归一化为百分比尺度(1%-100%),其中1%对应于脑皮层表面,100%对应于白质边界。提取不同皮层深度的图像强度并取平均值,以估计深度特异性铁水平,这是由皮层中已知的层依赖铁分布驱动的。我们的研究结果支持铁在QSM和R2中的深度特异性空间模式:QSM在皮层深层达到峰值(80%-99%),额叶和枕叶的铁值高于颞叶和顶叶区域。相反,颞浅层和枕层R2*升高提示区域特异性微观结构变化。QSM和R2*均表现出与年龄相关的二次曲线,在中年之前呈上升趋势,然后略有下降。与白质(WM)和深灰质(GM)不同,皮质铁和髓磷脂的分布呈现出不同的模式,使得WM/GM的传统易感性-铁模型不适用于皮质区域。为了解决这一限制,我们将重点放在高铁皮质层上,在那里抗磁干扰最小化。通过将我们的体内年龄- qsm数据与离体年龄-铁参考曲线进行校准,我们开发了优化的线性转换,并使用了跨区域的特定层组合。与标准框架相比,该改进模型具有更高的预测精度(R2 = 0.43)。我们的研究结果强调了层压板特异性分析的必要性,以建立准确的皮层易感性基准,提高正常衰老与神经退行性病理的区分。
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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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