Oliveira Rita, Raynaud Quentin, Jelescu Ileana, Kiselev Valerij G, Kirilina Evgeniya, Lutti Antoine
Laboratory for Research in Neuroimaging, Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Department of Radiology, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne, Switzerland.
NMR Biomed. 2025 Jun;38(6):e70051. doi: 10.1002/nbm.70051.
According to theoretical studies, MRI signal decay due to transverse relaxation in brain tissue with magnetic inclusions (e.g., blood vessels and iron-rich cells) is expected to follow a transition from Gaussian behaviour at short echo times to exponential behaviour at longer times. The decay parameters carry information about the inclusions (e.g., size and volume fraction) and provide unique insights into brain microstructure. However, gradient-echo decays typically only capture the long-time exponential behaviour. We provide experimental evidence of nonexponential transverse relaxation decay in human subcortical grey matter from in vivo MRI data acquired at 3 T, allowing the subsequent characterization of the magnetic inclusions. Gradient-echo data were collected with short interecho spacings, minimal echo time (1.25 ms) and novel acquisition strategies to mitigate motion and cardiac-induced effects. The data were fitted using exponential and nonexponential models that describe the impact of magnetic inclusions on the MRI signal. Nonexponential models provided superior fits. The strongest deviations from exponential were detected in the substantia nigra and globus pallidus. Numerical simulations of the signal decay from histological maps of iron concentration in the substantia nigra replicated the experimental data, highlighting that non-haem iron can be at the source of the nonexponential decay. To investigate the potential of nonexponential decays to characterize brain microstructure, we estimated the properties of the underlying inclusions using two analytical models. Under the static dephasing regime, the magnetic susceptibility and volume fractions of the inclusions ranged between 1.8-4 and 0.02-0.04 ppm, respectively. Alternatively, under the diffusion narrowing regime, the typical inclusion size was ~2.4 μm. Both simulations and experimental data suggest an intermediate regime with a non-negligible effect of water diffusion. Nonexponential transverse relaxation decay allows to characterize the spatial distribution of magnetic material within subcortical tissue with increased specificity, with potential applications for Parkinson's disease and other pathologies.
根据理论研究,在含有磁性内含物(如血管和富铁细胞)的脑组织中,由于横向弛豫导致的MRI信号衰减预计会从短回波时间的高斯行为转变为长回波时间的指数行为。衰减参数携带有关内含物的信息(如大小和体积分数),并为脑微结构提供独特的见解。然而,梯度回波衰减通常只捕捉到长时间的指数行为。我们从3T场强下采集的体内MRI数据中提供了人类皮层下灰质非指数横向弛豫衰减的实验证据,从而能够对磁性内含物进行后续表征。采用短回波间隔、最小回波时间(1.25毫秒)和新颖的采集策略收集梯度回波数据,以减轻运动和心脏诱导的影响。使用描述磁性内含物对MRI信号影响的指数和非指数模型对数据进行拟合。非指数模型提供了更好的拟合效果。在黑质和苍白球中检测到与指数偏差最大的情况。从黑质铁浓度组织学图谱进行的信号衰减数值模拟复制了实验数据,突出表明非血红素铁可能是非指数衰减的来源。为了研究非指数衰减表征脑微结构的潜力,我们使用两种分析模型估计了潜在内含物的特性。在静态去相位状态下,内含物的磁化率和体积分数分别在1.8 - 4和0.02 - 0.04 ppm之间。或者,在扩散变窄状态下,典型的内含物大小约为2.4μm。模拟和实验数据均表明存在一个水扩散影响不可忽略的中间状态。非指数横向弛豫衰减能够更具特异性地表征皮层下组织内磁性物质的空间分布,在帕金森病和其他病症中具有潜在应用价值。