新的每日持续性头痛的形态相似性和白质结构图:结构连接性和特定束研究。

IF 7.3 1区 医学 Q1 CLINICAL NEUROLOGY
Di Zhang, Fangrong Zong, Yanliang Mei, Kun Zhao, Dong Qiu, Zhonghua Xiong, Xiaoshuang Li, Hefei Tang, Peng Zhang, Mantian Zhang, Yaqing Zhang, Xueying Yu, Zhe Wang, Yong Liu, Binbin Sui, Yonggang Wang
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引用次数: 0

摘要

背景:新的每日持续性头痛(NDPH)是一种罕见的原发性头痛疾病,其特征是每日突然发作的持续性头痛。灰质和白质结构的特定异常与疼痛有关,但尚未对 NDPH 进行深入研究。这项工作的目的是探索纤维束和结构连通性,这有助于揭示 NDPH 独特的灰质和白质结构异常:方法:根据 T1 加权(T1w)磁共振成像计算区域放射组学相似性网络,以描述灰质结构。方法:通过T1加权(T1w)磁共振成像计算区域放射组学相似性网络,描绘灰质结构;通过分数各向异性(FA)、平均弥散度(MD)和径向弥散度(RD)等弥散指标构建纤维连接矩阵,同时采用解剖学引导的浅层纤维分割(Anat-SFSeg)方法分割纤维束,从弥散磁共振成像中探索白质结构。从连接性分析和纤维束分析中提取出 NDPH 与健康对照组(HC)之间存在较大差异的神经影像学特征。最后,采用决策树回归法根据上述神经影像特征预测临床评分(即疼痛强度):经过质量控制后,51 名参与者获得了 T1w 和弥散 MRI 数据:22 名 NDPH 患者和 29 名 HC。发现右侧额上回和右侧海马之间的形态相似性显著降低。表层白质(SWM)显示,包括右侧额叶浅回、左侧枕叶浅回、双侧枕叶浅回-颞叶(Sup-OT)和右侧颞叶浅回在内的纤维束的FA显著降低,而左侧枕叶浅回-颞叶(Sup-OT)的RD显著增加。在纤维连接方面,NDPH表现为双侧基底节和颞叶的FA明显降低,右侧额叶的MD增加,右侧额叶和左侧颞枕叶的RD增加。通过决策树回归,上述显著不同的神经影像学特征可主导预测临床评分:我们的研究表明,SWM的结构异常以及右侧海马和左侧尾状核等区域之间的神经通路投射,加上右侧额上回和右侧海马之间的形态学相似性变化,构成了NDPH的病理特征。决策树回归显示了这些结构变化与临床评分之间的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Morphological similarity and white matter structural mapping of new daily persistent headache: a structural connectivity and tract-specific study.

Background: New daily persistent headache (NDPH) is a rare primary headache disorder characterized by daily and persistent sudden onset headaches. Specific abnormalities in gray matter and white matter structure are associated with pain, but have not been well studied in NDPH. The objective of this work is to explore the fiber tracts and structural connectivity, which can help reveal unique gray and white matter structural abnormalities in NDPH.

Methods: The regional radiomics similarity networks were calculated from T1 weighted (T1w) MRI to depict the gray matter structure. The fiber connectivity matrices weighted by diffusion metrics like fractional anisotropy (FA), mean diffusivity (MD) and radial diffusivity (RD) were built, meanwhile the fiber tracts were segmented by anatomically-guided superficial fiber segmentation (Anat-SFSeg) method to explore the white matter structure from diffusion MRI. The considerable different neuroimaging features between NDPH and healthy controls (HC) were extracted from the connectivity and tract-based analyses. Finally, decision tree regression was used to predict the clinical scores (i.e. pain intensity) from the above neuroimaging features.

Results: T1w and diffusion MRI data were available in 51 participants after quality control: 22 patients with NDPH and 29 HCs. Significantly decreased morphological similarity was found between the right superior frontal gyrus and right hippocampus. The superficial white matter (SWM) showed significantly decreased FA in fiber tracts including the right superficial-frontal, left superficial-occipital, bilateral superficial-occipital-temporal (Sup-OT) and right superficial-temporal, meanwhile significant increased RD was found in the left Sup-OT. For the fiber connectivity, NDPH showed significantly decreased FA in the bilateral basal ganglion and temporal lobe, increased MD in the right frontal lobe, and increased RD in the right frontal lobe and left temporal-occipital lobe. Clinical scores could be predicted dominantly by the above significantly different neuroimaging features through decision tree regression.

Conclusions: Our research indicates the structural abnormalities of SWM and the neural pathways projected between regions like right hippocampus and left caudate nucleus, along with morphological similarity changes between the right superior frontal gyrus and right hippocampus, constitute the pathological features of NDPH. The decision tree regression demonstrates correlations between these structural changes and clinical scores.

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来源期刊
Journal of Headache and Pain
Journal of Headache and Pain 医学-临床神经学
CiteScore
11.80
自引率
13.50%
发文量
143
审稿时长
6-12 weeks
期刊介绍: The Journal of Headache and Pain, a peer-reviewed open-access journal published under the BMC brand, a part of Springer Nature, is dedicated to researchers engaged in all facets of headache and related pain syndromes. It encompasses epidemiology, public health, basic science, translational medicine, clinical trials, and real-world data. With a multidisciplinary approach, The Journal of Headache and Pain addresses headache medicine and related pain syndromes across all medical disciplines. It particularly encourages submissions in clinical, translational, and basic science fields, focusing on pain management, genetics, neurology, and internal medicine. The journal publishes research articles, reviews, letters to the Editor, as well as consensus articles and guidelines, aimed at promoting best practices in managing patients with headaches and related pain.
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