Assessment of white matter microstructure integrity in subacute postconcussive vestibular dysfunction using NODDI

Joseph A. Behnke, V. Ahluwalia, Jeremy L. Smith, Benjamin B. Risk, Jianna Lin, Russell K. Gore, Jason W. Allen
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Abstract

Abstract Vestibular symptoms, such as dizziness and balance impairment, are frequently reported following mild traumatic brain injury (mTBI) and are associated with a protracted recovery, yet the underlying neuroanatomical substrates remain unclear. The present study utilized advanced diffusion MRI (dMRI) techniques including both conventional diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) to investigate microstructural white matter integrity in individuals with postconcussive vestibular dysfunction (PCVD) within the subacute injury period (median of 35 days from injury; IQR of 23). Study participants included 23 individuals with subacute PCVD and 37 healthy control subjects who underwent imaging and comprehensive clinical vestibular testing. Between-group voxelwise analysis of differences in white matter revealed areas of higher intra-neurite volume fraction (VIn) and isotropic volume fraction (VIso) within PCVD subjects compared to controls, which involved overlapping regions within the left hemisphere of the brain. Affected areas of higher VIn and VIso included the superior longitudinal fasciculus (SLF) and superior and posterior corona radiata (SCR and PCR, respectively). We examined the relationship between clinical vestibular measures and diffusion metrics including DTI (fractional anisotropy [FA], mean diffusivity [MD], radial diffusivity [RD] and axial diffusivity [AD]) and NODDI (intraneurite volume fraction [VIn], isotropic volume fraction [VIso], dispersion anisotropy [DA], orientation dispersion indexTotal/Primary/Secondary [ODIT/P/S]) within 32 regions-of-interest. Clinical vestibular measures included self-reported measures, including the Dizziness Handicap Inventory, Visual Vertigo Analog Scale, and Vestibular/Ocular-Motor Screening, as well as objective vestibular testing using the sensory organization test. Significant correlations were found with clinical measures across all diffusion maps (except DA), within various regions of interest (ROIs), including SLF, SCR, and PCR. These results implicate several important association bundles that may potentiate sensory processing dysfunction related to PCVD. Whether these neuroanatomical differences found within the subacute phase of PCVD are in response to injury or represent preexisting structural variations that increase vulnerability to sensory processing dysfunction is unclear and remains an active area of study.
利用 NODDI 评估亚急性撞击后前庭功能障碍的白质微结构完整性
摘要 轻度创伤性脑损伤(mTBI)后经常会出现头晕和平衡障碍等前庭症状,这些症状与长期恢复有关,但其潜在的神经解剖学基础仍不清楚。本研究利用先进的弥散核磁共振成像(dMRI)技术,包括传统的弥散张量成像(DTI)和神经元取向弥散和密度成像(NODDI),来研究亚急性损伤期(中位数为受伤后 35 天,IQR 为 23 天)内的撞击后前庭功能障碍(PCVD)患者的白质微结构完整性。研究对象包括 23 名亚急性 PCVD 患者和 37 名健康对照组受试者,他们都接受了成像和全面的临床前庭测试。组间白质体素差异分析显示,与对照组相比,PCVD受试者的神经元内体积分数(VIn)和各向同性体积分数(VIso)较高,涉及大脑左半球的重叠区域。VIn和VIso较高的受影响区域包括上纵筋束(SLF)以及放射冠上和后部(分别为SCR和PCR)。我们研究了临床前庭测量指标与扩散指标之间的关系,扩散指标包括 32 个兴趣区内的 DTI(分数各向异性 [FA]、平均扩散率 [MD]、径向扩散率 [RD] 和轴向扩散率 [AD])和 NODDI(脑内体积分数 [VIn]、各向同性体积分数 [VIso]、弥散各向异性 [DA]、定向弥散指数总/主/次 [ODIT/P/S])。临床前庭测量包括自我报告测量,包括头晕障碍量表、视觉眩晕模拟量表和前庭/眼球运动筛查,以及使用感觉组织测试进行的客观前庭测试。在所有弥散图(除DA外)、各种感兴趣区(ROIs)内,包括SLF、SCR和PCR,都发现了与临床测量的显著相关性。这些结果表明,一些重要的关联束可能会加剧与 PCVD 相关的感觉处理功能障碍。在 PCVD 亚急性期发现的这些神经解剖学差异是对损伤的反应,还是代表了增加感觉处理功能障碍脆弱性的原有结构变异,目前尚不清楚,仍是一个活跃的研究领域。
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