Hilde T Juvodden, Dag Alnæs, Martina J Lund, Ingrid Agartz, OIe A Andreassen, Andres Server, Per M Thorsby, Lars T Westlye, Stine Knudsen Heier
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We included 54 patients with post-H1N1 NT1 (39 females, mean age 21.8 ± 11.0 years) and 114 controls (77 females, mean age 23.2 ± 9.0 years). Group differences were tested with general linear models using permutation testing in Permutation Analysis of Linear Models and evaluated after 10 000 permutations, yielding two-tailed P-values. 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引用次数: 0
摘要
研究目的:1型嗜睡症(NT1)是一种神经性睡眠障碍。死后研究表明,NT1患者下丘脑胶质细胞的相互矛盾的迹象表明,50,000 - 70,000个产生下丘脑分泌素的神经元丢失75%-90%,而64 - 120,000个组胺能神经元增加64%-94%。本研究的目的是比较NT1患者和体内对照组的下丘脑mri体积。方法:我们使用Freesurfer中包含的基于深度学习的分割工具,计算整个下丘脑、下丘脑左右部分和下丘脑10个亚区的体积。我们纳入54例h1n1后NT1患者(39例女性,平均年龄21.8±11.0岁)和114例对照组(77例女性,平均年龄23.2±9.0岁)。使用线性模型置换分析中的置换检验,用一般线性模型检验组间差异,并在10000个置换后进行评估,得到双尾p值。此外,将下丘脑分割成更小的区域后,进行逐步的Bonferroni校正。结果:与对照组相比,患者下丘脑整体(Cohen’s d = 0.71, p = 0.0028)、下丘脑左侧(d = 0.70, p = 0.0037)和右侧(d = 0.65, p = 0.0075)、左侧(d = 0.72, p = 0.0036)和右侧管状下丘脑亚区(d = 0.71, p = 0.0037)体积更大。结论:总之,h1n1后NT1患者的下丘脑体积明显大于对照组,特别是在管状-下亚区,这可能反映了一些过程,如先前的研究表明的神经炎症、胶质瘤和不同细胞类型数量的变化。
Study objectives: Narcolepsy type 1 (NT1) is a neurological sleep disorder. Postmortem studies have shown 75%-90% loss of the 50 000-70 000 hypocretin-producing neurons and 64%-94% increase in the 64 000-120 000 histaminergic neurons and conflicting indications of gliosis in the hypothalamus of NT1 patients. The aim of this study was to compare MRI-based volumes of the hypothalamus in patients with NT1 and controls in vivo.
Methods: We used a segmentation tool based on deep learning included in Freesurfer and computed the volume of the whole hypothalamus, left/right part of the hypothalamus, and 10 hypothalamic subregions. We included 54 patients with post-H1N1 NT1 (39 females, mean age 21.8 ± 11.0 years) and 114 controls (77 females, mean age 23.2 ± 9.0 years). Group differences were tested with general linear models using permutation testing in Permutation Analysis of Linear Models and evaluated after 10 000 permutations, yielding two-tailed P-values. Furthermore, a stepwise Bonferroni correction was performed after dividing hypothalamus into smaller regions.
Results: The analysis revealed larger volume for patients compared to controls for the whole hypothalamus (Cohen's d = 0.71, p = 0.0028) and for the left (d = 0.70, p = 0.0037) and right part of the hypothalamus (d = 0.65, p = 0.0075) and left (d = 0.72, p = 0.0036) and right tubular-inferior (d = 0.71, p = 0.0037) hypothalamic subregions.
Conclusions: In conclusion, patients with post-H1N1 NT1 showed significantly larger hypothalamic volume than controls, in particular in the tubular-inferior subregions which could reflect several processes as previous studies have indicated neuroinflammation, gliosis, and changes in the numbers of different cell types.
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