Department of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing Medical University, 210024 Nanjing, Jiangsu, China.
Department of Neurology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing Medical University, 211100 Nanjing, Jiangsu, China.
J Integr Neurosci. 2024 Jul 23;23(7):137. doi: 10.31083/j.jin2307137.
Small artery occlusion (SAO) is a common ischemic stroke subtype. However, its clinical outcome can be more severe than commonly understood. The severity of SAO can vary, ranging from mild to moderate. Iron deposition has been associated with the development and progression of stroke. However, its specific distribution and relationship with stroke severity in SAO remain unclear. The study's purpose is to investigate the differences in iron deposition between mild stroke with SAO (SAO-MiS) and moderate stroke with SAO (SAO-MoS) through quantitative susceptibility mapping (QSM) and its association with neurological deficits.
Sixty-eight SAO participants within 24 hours of first onset were enrolled and separated into SAO-MiS and SAO-MoS according to the National Institutes of Health Stroke Scale (NIHSS) scores. QSM helped calculate the susceptibility maps, reflecting the iron content within the brain. The susceptibility maps were analyzed using voxel-wise statistical analysis to compare the iron deposition between SAO-MiS and SAO-MoS. Then, differentially distributed iron deposition helped differentiate between mild and moderate stroke using support vector machine (SVM) methods.
Compared with SAO-MiS, SAO-MoS depicted elevated iron deposition in the left pallidum, parahippocampal gyrus, and superior frontal gyrus medial region, and is lower in the right superior/middle frontal gyrus and bilateral supplementary motor area. Based on iron deposition, the SVM classifier's analysis revealed a high power to discriminate SAO-MoS from SAO-MiS. In addition, fibrinogen, triglyceride (TG), and total cholesterol (TC) were linked with QSM values in specific brain regions.
Our study first revealed the brain iron distribution after SAO and differently distributed iron deposition in SAO-MiS and SAO-MoS. The results indicate that iron deposition could play a role in the pathophysiology of SAO and its correlation with stroke severity.
小动脉闭塞(SAO)是一种常见的缺血性脑卒中亚型。然而,其临床预后可能比通常理解的更为严重。SAO 的严重程度可从轻到重不等。铁沉积与中风的发展和进展有关。然而,其在 SAO 中的具体分布及其与卒中严重程度的关系尚不清楚。本研究旨在通过定量磁化率图(QSM)及其与神经功能缺损的相关性,探讨轻度 SAO(SAO-MiS)和中度 SAO(SAO-MoS)之间铁沉积的差异。
纳入 68 例发病 24 小时内的 SAO 患者,根据 NIH 卒中量表(NIHSS)评分分为 SAO-MiS 和 SAO-MoS。QSM 有助于计算反映脑内铁含量的磁化率图。采用体素统计分析方法对 SAO-MiS 和 SAO-MoS 之间的铁沉积进行分析。然后,采用支持向量机(SVM)方法,利用差异分布的铁沉积来区分轻度和中度卒中。
与 SAO-MiS 相比,SAO-MoS 在左侧苍白球、海马旁回和额上回内侧区显示出更高的铁沉积,而在右侧额上/中回和双侧辅助运动区则较低。基于铁沉积,SVM 分类器的分析显示出区分 SAO-MoS 和 SAO-MiS 的高能力。此外,纤维蛋白原、甘油三酯(TG)和总胆固醇(TC)与特定脑区的 QSM 值有关。
本研究首次揭示了 SAO 后脑内铁的分布情况以及 SAO-MiS 和 SAO-MoS 之间不同分布的铁沉积。结果表明,铁沉积可能在 SAO 的病理生理学及其与卒中严重程度的相关性中发挥作用。