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全面性强直-阵挛发作患者的脑组织纹理区域性差异。

Regional variation in brain tissue texture in patients with tonic-clonic seizures.

机构信息

Department of Neurobiology, University of California at Los Angeles, Los Angeles, California, United States of America.

Department of Clinical and Experimental Epilepsy, University College London Institute of Neurology, London, United Kingdom.

出版信息

PLoS One. 2022 Sep 22;17(9):e0274514. doi: 10.1371/journal.pone.0274514. eCollection 2022.

Abstract

Patients with epilepsy, who later succumb to sudden unexpected death, show altered brain tissue volumes in selected regions. It is unclear whether the alterations in brain tissue volume represent changes in neurons or glial properties, since volumetric procedures have limited sensitivity to assess the source of volume changes (e.g., neuronal loss or glial cell swelling). We assessed a measure, entropy, which can determine tissue homogeneity by evaluating tissue randomness, and thus, shows tissue integrity; the measure is easily calculated from T1-weighted images. T1-weighted images were collected with a 3.0-Tesla MRI from 53 patients with tonic-clonic (TC) seizures and 53 healthy controls; images were bias-corrected, entropy maps calculated, normalized to a common space, smoothed, and compared between groups (TC patients and controls using ANCOVA; covariates, age and sex; SPM12, family-wise error correction for multiple comparisons, p<0.01). Decreased entropy, indicative of increased tissue homogeneity, appeared in major autonomic (ventromedial prefrontal cortex, hippocampus, dorsal and ventral medulla, deep cerebellar nuclei), motor (sensory and motor cortex), or both motor and autonomic regulatory sites (basal-ganglia, ventral-basal cerebellum), and external surfaces of the pons. The anterior and posterior thalamus and midbrain also showed entropy declines. Only a few isolated regions showed increased entropy. Among the spared autonomic regions was the anterior cingulate and anterior insula; the posterior insula and cingulate were, however, affected. The entropy alterations overlapped areas of tissue changes found earlier with volumetric measures, but were more extensive, and indicate widespread injury to tissue within critical autonomic and breathing regulatory areas, as well as prominent damage to more-rostral sites that exert influences on both breathing and cardiovascular regulation. The entropy measures provide easily-collected supplementary information using only T1-weighted images, showing aspects of tissue integrity other than volume change that are important for assessing function.

摘要

患有癫痫的患者,随后死于意外,在选定区域显示脑组织体积改变。目前尚不清楚脑组织体积的改变是否代表神经元或神经胶质特性的改变,因为体积程序对评估体积变化的来源(例如神经元丢失或神经胶质细胞肿胀)的敏感性有限。我们评估了一种方法,即熵,可以通过评估组织随机性来确定组织均匀性,从而显示组织完整性;该方法可以很容易地从 T1 加权图像中计算出来。从 53 例强直阵挛性(TC)发作患者和 53 例健康对照者的 3.0 特斯拉 MRI 上采集 T1 加权图像;对图像进行偏置校正,计算熵图,将其归一化为共同空间,进行平滑处理,并使用 ANCOVA(协变量为年龄和性别)在组间(TC 患者和对照组)进行比较(SPM12,多重比较的家族性错误校正,p<0.01)。熵降低,表明组织均匀性增加,出现在主要自主(腹内侧前额叶皮层、海马体、背侧和腹侧髓质、深部小脑核)、运动(感觉和运动皮层)或运动和自主调节部位(基底节、基底小脑)以及脑桥的外部表面。前丘脑和中脑也显示出熵的下降。只有少数孤立区域显示出熵的增加。在保留的自主区域中包括前扣带和前岛叶;然而,后岛叶和扣带回受到影响。熵的改变与之前使用体积测量发现的组织变化区域重叠,但更广泛,表明在关键自主和呼吸调节区域内广泛的组织损伤,以及对呼吸和心血管调节都有影响的更前端部位的显著损伤。熵测量仅使用 T1 加权图像提供易于收集的补充信息,显示出除体积变化外对评估功能很重要的组织完整性的各个方面。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2277/9499268/10b41b90bec2/pone.0274514.g001.jpg

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