Harritz Tobias, Hansen Brian, Zhang Baogui, Xue Rong
State Key Laboratory of Cognitive Science and Mental Health, Beijing MRI Center for Brain Research, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China.
Sino-Danish College, University of Chinese Academy of Sciences, Beijing, China.
NMR Biomed. 2025 Sep;38(9):e70110. doi: 10.1002/nbm.70110.
Traumatic brain injury (TBI) is a major public health concern, but no reliable markers of injury are available. Axonal and microvascular changes are common after TBI, and diffusion MRI offers sensitivity to both. Diffusion kurtosis imaging (DKI) probes tissue microstructure, while intravoxel incoherent motion (IVIM) reflects microvascular flows. This study evaluated whether DKI or combined IVIM-DKI analysis could detect microstructural and microvascular alterations after TBI and compared the sensitivity of these methods to the standard diffusion tensor imaging (DTI) and IVIM models. Longitudinal DKI and IVIM-DKI changes were investigated following controlled cortical impact (CCI) in mice at 3, 10, and 22 days post-injury. For this, parametric maps were obtained which for DKI included fractional anisotropy (FA), axial, radial, and mean diffusivity (AD, RD, and MD), axial, radial, and mean kurtosis (AK, RK, and MK). For IVIM-DKI, we obtain perfusion fraction (f), pseudo-diffusion coefficient (D), diffusivity (D), and powder kurtosis ( ). Additionally, results for the non-kurtosis metrics were compared to results for the corresponding metrics as estimated by the standard DTI and IVIM models. Widespread increases in MD, AD, and RD were present in white and gray matter on Day 3 post-injury. On Day 10, these increases were replaced by focally decreased FA and AD in white matter, and increased f in the ipsilateral cortex. On Day 22, decreases in FA and AD were progressively widespread in white matter and accompanied by decreased MD, MK, AK, and RK. Standard DTI revealed less widespread differences at all time points, and standard IVIM detected no significant differences in f. These results show DKI and IVIM-DKI as promising tools for assessing microstructural and microvascular alterations after TBI. DKI captured widespread white matter changes and early gray matter alterations, while IVIM-DKI detected intermediate changes in f in gray matter. Both methods captured additional injury-related differences compared to standard DTI and IVIM.
创伤性脑损伤(TBI)是一个重大的公共卫生问题,但目前尚无可靠的损伤标志物。轴突和微血管变化在TBI后很常见,扩散磁共振成像(MRI)对两者都具有敏感性。扩散峰度成像(DKI)可探测组织微观结构,而体素内不相干运动(IVIM)反映微血管血流。本研究评估了DKI或联合IVIM-DKI分析能否检测TBI后的微观结构和微血管改变,并比较了这些方法与标准扩散张量成像(DTI)和IVIM模型的敏感性。在小鼠控制性皮质撞击(CCI)损伤后第3、10和22天,对DKI和IVIM-DKI的纵向变化进行了研究。为此,获得了参数图,对于DKI来说,包括分数各向异性(FA)、轴向、径向和平均扩散率(AD、RD和MD)、轴向、径向和平均峰度(AK、RK和MK)。对于IVIM-DKI,我们获得了灌注分数(f)、伪扩散系数(D)、扩散率(D)和粉末峰度( )。此外,将非峰度指标的结果与标准DTI和IVIM模型估计的相应指标的结果进行了比较。损伤后第3天,白质和灰质中的MD、AD和RD普遍增加。在第10天,这些增加被白质中局部FA和AD降低以及同侧皮质中f增加所取代。在第22天,白质中FA和AD的降低逐渐广泛,并伴有MD、MK、AK和RK降低。标准DTI在所有时间点显示的差异范围较小,标准IVIM在f方面未检测到显著差异。这些结果表明DKI和IVIM-DKI是评估TBI后微观结构和微血管改变的有前景的工具。DKI捕捉到了广泛的白质变化和早期灰质改变,而IVIM-DKI检测到了灰质中f的中期变化。与标准DTI和IVIM相比,这两种方法都捕捉到了与损伤相关的额外差异。