Sex-Specific White Matter Abnormalities Across the Dynamic Pain Connectome in Neuropathic Pain: A Fixel-Based Analysis Study

IF 3.5 2区 医学 Q1 NEUROIMAGING
Emily P. Mills, Rachael L. Bosma, Anton Rogachov, Joshua C. Cheng, Natalie R. Osborne, Junseok A. Kim, Ariana Besik, Rima El-Sayed, Anuj Bhatia, Karen D. Davis
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Abstract

A fundamental issue in neuroscience is a lack of understanding regarding the relationship between brain function and the white matter architecture that supports it. Individuals with chronic neuropathic pain (NP) exhibit functional abnormalities throughout brain networks collectively termed the “dynamic pain connectome” (DPC), including the default mode network (DMN), salience network, and ascending nociceptive and descending pain modulation systems. These functional abnormalities are often observed in a sex-dependent fashion. However, the enigmatic white matter structural features underpinning these functional networks and the relationship between structure and function/dysfunction in NP remain poorly understood. Here we used fixel-based analysis of diffusion weighted imaging data in 80 individuals (40 with NP [21 female, 19 male] and 40 sex- and age-matched healthy controls [HCs]) to evaluate white matter microstructure (fiber density [FD]), macrostructure (fiber bundle cross section) and combined microstructure and macrostructure (fiber density and cross section) within anatomical connections that support the DPC. We additionally examined whether there are sex-specific abnormalities in NP white matter structure. We performed fixel-wise and connection-specific mean analyses and found three main ways in which individuals with NP differed from HCs: (1) people with NP exhibited abnormally low FD and FDC within the corona radiata consistent with the ascending nociceptive pathway between the sensory thalamus and primary somatosensory cortex (S1). Furthermore, the entire sensory thalamus—S1 pathway exhibited abnormally low FD and FDC in people with NP, and this effect was driven by the females with NP; (2) females, but not males, with NP had abnormally low FD within the cingulum consistent with the right medial prefrontal cortex—posterior cingulate cortex DMN pathway; and (3) individuals with NP had higher connection-specific mean FDC than HCs in the anterior insula—temporoparietal junction and sensory thalamus—posterior insula pathways. However, sex-specific analyses did not corroborate these connection-specific findings in either females or males with NP. Our findings suggest that females with NP exhibit microstructural and macrostructural white matter abnormalities within the DPC networks including the ascending nociceptive system and DMN. We propose that aberrant white matter structure contributes to or is driven by functional abnormalities associated with NP. Our sex-specific findings highlight the utility and importance of using sex-disaggregated analyses to identify white matter abnormalities in clinical conditions such as chronic pain.

Abstract Image

神经性疼痛中动态疼痛连接组的性别特异性白质异常:一项基于固定的分析研究。
神经科学的一个基本问题是缺乏对大脑功能和支持它的白质结构之间关系的理解。慢性神经性疼痛(NP)患者在整个被统称为“动态疼痛连接组”(DPC)的大脑网络中表现出功能异常,包括默认模式网络(DMN)、突出网络以及上升伤害性和下降疼痛调节系统。这些功能异常通常以性别依赖的方式观察到。然而,支持这些功能网络的神秘白质结构特征以及NP中结构与功能/功能障碍之间的关系仍然知之甚少。在这里,我们使用基于固定的弥散加权成像数据分析80个人(40名NP患者[21名女性,19名男性]和40名性别和年龄匹配的健康对照[hc])来评估白质微观结构(纤维密度[FD]),宏观结构(纤维束横截面)以及支持DPC的解剖连接中的微观结构和宏观结构(纤维密度和横截面)。我们还研究了NP白质结构是否存在性别特异性异常。我们进行了固定方向和连接特异性平均分析,发现NP患者与hc患者的差异主要有三个方面:(1)NP患者在辐射冠内表现出异常低的FD和FDC,这与感觉丘脑和初级体感皮层之间的上行伤害感受通路一致(S1)。此外,NP患者整个感觉丘脑- s1通路表现出异常低的FD和FDC,这种影响是由NP女性引起的;(2)与右侧内侧前额叶皮层-后扣带皮层DMN通路一致,患有NP的女性(而非男性)的扣带内FD异常低;(3) NP个体在脑岛前-颞顶交界处和感觉丘脑-脑岛后通路的连接特异性平均FDC高于正常人。然而,性别特异性分析并没有在女性或男性NP患者中证实这些特异性连接的发现。我们的研究结果表明,患有NP的女性在DPC网络(包括上升伤害系统和DMN)中表现出微观结构和宏观结构的白质异常。我们提出异常的白质结构有助于或由与NP相关的功能异常驱动。我们的性别特异性研究结果强调了使用性别分类分析来识别慢性疼痛等临床疾病中的白质异常的实用性和重要性。
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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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