White Matter

白质
  • 文章类型: Journal Article
    作为阿尔茨海默氏症的潜在临床前阶段,主观认知功能下降(SCD)显示未来认知功能下降和转化为痴呆的风险更高.然而,目前尚不清楚SCD状态是否会增加淀粉样蛋白沉积背景下老年人的临床进展,脑血管疾病(CeVD),和精神症状。我们确定了99个正常对照(NC),15名SCD个体在未来2年内发展为轻度认知障碍(P-SCD),和ADNI数据库中54名SCD患者(S-SCD)的基线和2年随访数据。总白质高强度(WMH),深部(DWMH)和脑室周围(PWMH)区域的WMH,各组之间比较了逐体素灰质体积。此外,使用结构方程建模方法,我们构建了路径模型来纵向探索SCD相关的大脑变化,并确定基线SCD状态,年龄,抑郁症状影响参与者的临床结局。两组均显示较高的基线淀粉样蛋白PETSUVR,基线PWMH卷,与NC相比,PWMH体积随时间的增加更大。相比之下,与NC相比,仅P-SCD具有较高的基线DWMH体积和随时间增加较大的DWMH体积.在NC中没有观察到灰质体积和淀粉样蛋白的纵向差异,S-SCD,P-SCD我们的路径模型表明,SCD状态有助于未来的WMH进展。Further,基线SCD状态会增加未来认知能力下降的风险,由PWMH介导;基线抑郁症状直接影响临床结局。总之,S-SCD和P-SCD均表现出比NC更严重的CeVD。在P-SCD中CeVD负荷增加更为明显。与抑郁症状与痴呆严重程度进展的直接关联相反,SCD状态对未来认知功能减退的影响可能通过CeVD病理表现出来.我们的工作强调了多模态纵向设计在理解SCD轨迹异质性方面的重要性,为临床前阶段的分层和早期干预铺平了道路。实践要点:与NC相比,S-SCD和P-SCD在基线时表现出更严重的CeVD和更大的CeVD负荷增加,而P-SCD的负担更为明显。基线SCD状态增加了未来PWMH和DWMH体积累积的风险,由基线PWMH和DWMH体积介导,分别。基线SCD状态会增加未来认知能力下降的风险,由基线PWMH介导,而基线抑郁状态直接影响临床结局。
    As a potential preclinical stage of Alzheimer\'s dementia, subjective cognitive decline (SCD) reveals a higher risk of future cognitive decline and conversion to dementia. However, it has not been clear whether SCD status increases the clinical progression of older adults in the context of amyloid deposition, cerebrovascular disease (CeVD), and psychiatric symptoms. We identified 99 normal controls (NC), 15 SCD individuals who developed mild cognitive impairment in the next 2 years (P-SCD), and 54 SCD individuals who did not (S-SCD) from ADNI database with both baseline and 2-year follow-up data. Total white matter hyperintensity (WMH), WMH in deep (DWMH) and periventricular (PWMH) regions, and voxel-wise grey matter volumes were compared among groups. Furthermore, using structural equation modelling method, we constructed path models to explore SCD-related brain changes longitudinally and to determine whether baseline SCD status, age, and depressive symptoms affect participants\' clinical outcomes. Both SCD groups showed higher baseline amyloid PET SUVR, baseline PWMH volumes, and larger increase of PWMH volumes over time than NC. In contrast, only P-SCD had higher baseline DWMH volumes and larger increase of DWMH volumes over time than NC. No longitudinal differences in grey matter volume and amyloid was observed among NC, S-SCD, and P-SCD. Our path models demonstrated that SCD status contributed to future WMH progression. Further, baseline SCD status increases the risk of future cognitive decline, mediated by PWMH; baseline depressive symptoms directly contribute to clinical outcomes. In conclusion, both S-SCD and P-SCD exhibited more severe CeVD than NC. The CeVD burden increase was more pronounced in P-SCD. In contrast with the direct association of depressive symptoms with dementia severity progression, the effects of SCD status on future cognitive decline may manifest via CeVD pathologies. Our work highlights the importance of multi-modal longitudinal designs in understanding the SCD trajectory heterogeneity, paving the way for stratification and early intervention in the preclinical stage. PRACTITIONER POINTS: Both S-SCD and P-SCD exhibited more severe CeVD at baseline and a larger increase of CeVD burden compared to NC, while the burden was more pronounced in P-SCD. Baseline SCD status increases the risk of future PWMH and DWMH volume accumulation, mediated by baseline PWMH and DWMH volumes, respectively. Baseline SCD status increases the risk of future cognitive decline, mediated by baseline PWMH, while baseline depression status directly contributes to clinical outcome.
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  • 文章类型: Journal Article
    活跃的年轻拳击手与运动相关的脑震荡(SRC)的神经系统作用和潜在的病理生理机制仍然知之甚少。本研究旨在通过利用神经突取向弥散和密度成像(NODDI)对持续SRC的年轻拳击手进行神经突定向弥散和密度成像(NODDI),研究白质微观结构的损害,并评估SRC后淋巴功能的变化。总共招募了60名年轻参与者,包括30名被诊断患有SRC的拳击手和30名定期锻炼的健康个体。使用扩散指标对全脑白质损伤进行评估,而通过沿血管周围间隙(DTI-ALPS)指数的扩散张量成像(DTI)分析来评估淋巴功能。采用双样本t检验检验DTI和NODDI指标的组间差异。采用Spearman相关性和广义线性混合模型来研究SRC和NODDI测量的临床评估之间的关系。在SRC的年轻拳击手中,DTI和NODDI指标发生了显着变化。此外,SRC组的DTI-ALPS指数明显高于对照组(左侧:1.58vs.1.48,PFDR=0.009;右侧:1.61vs.1.51,PFDR=0.02)。此外,观察到DTI-ALPS指数与本研究人群中拳击手认知测试结果较差相关.活跃的年轻拳击手的重复SRC与弥漫性白质损伤和淋巴功能障碍有关,强调对大脑健康的有害影响。这些发现强调了长期监测拳击手神经健康的重要性。
    The neurological effects and underlying pathophysiological mechanisms of sports-related concussion (SRC) in active young boxers remain poorly understood. This study aims to investigate the impairment of white matter microstructure and assess changes in glymphatic function following SRC by utilizing neurite orientation dispersion and density imaging (NODDI) on young boxers who have sustained SRC. A total of 60 young participants were recruited, including 30 boxers diagnosed with SRC and 30 healthy individuals engaging in regular exercise. The assessment of whole-brain white matter damage was conducted using diffusion metrics, while the evaluation of glymphatic function was performed through diffusion tensor imaging (DTI) analysis along the perivascular space (DTI-ALPS) index. A two-sample t-test was utilized to examine group differences in DTI and NODDI metrics. Spearman correlation and generalized linear mixed models were employed to investigate the relationship between clinical assessments of SRC and NODDI measurements. Significant alterations were observed in DTI and NODDI metrics among young boxers with SRC. Additionally, the DTI-ALPS index in the SRC group exhibited a significantly higher value than that of the control group (left side: 1.58 vs. 1.48, PFDR = 0.009; right side: 1.61 vs. 1.51, PFDR = 0.02). Moreover, it was observed that the DTI-ALPS index correlated with poorer cognitive test results among boxers in this study population. Repetitive SRC in active young boxers is associated with diffuse white matter injury and glymphatic dysfunction, highlighting the detrimental impact on brain health. These findings highlight the importance of long-term monitoring of the neurological health of boxers.
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  • 文章类型: Journal Article
    背景:衰老是脑小血管病发生的重要危险因素,与白质(WM)病变相关,以及与年龄相关的认知改变,尽管确切的机制在很大程度上仍然未知。本研究旨在调查多基因风险评分(PRS)对WM完整性的影响。与年龄相关的DNA甲基化,和基因表达改变,关于横断面健康老龄化队列中的认知衰老。使用全基因组关联研究(GWAS)汇总统计来计算WM完整性的磁共振成像(MRI)标记,包括WM超强度,分数各向异性(FA),和平均扩散系数(MD)。这些分数用于预测与年龄相关的认知变化,并评估其与大脑结构变化的相关性。区分认知分数较高和较低的个体。为了减少数据的维度并识别与年龄相关的DNA甲基化和转录组改变,使用稀疏偏最小二乘判别分析(sPLS-DA)。随后,使用典型相关算法来整合三种类型的组学数据(PRS,DNA甲基化,和基因表达数据),并确定一个个体“组学”签名,以区分具有不同认知特征的受试者。
    结果:我们发现MD-PRS与长期记忆呈正相关,以及MD-PRS与大脑结构变化之间的相关性,有效区分记忆得分较低和较高的个体。此外,我们观察到与血管和非血管因子相关的基因中多基因信号的富集。DNA甲基化和基因表达的年龄相关改变表明参与衰老和寿命调节的关键分子特征和信号通路的失调。多组数据的整合强调了突触功能障碍的参与,轴突变性,微管组织,和认知衰老过程中的糖基化。
    结论:这些发现为WM相干性与认知老化之间关联的生物学机制提供了有价值的见解。此外,他们强调了与年龄相关的DNA甲基化和基因表达变化如何导致认知衰老.
    BACKGROUND: Aging represents a significant risk factor for the occurrence of cerebral small vessel disease, associated with white matter (WM) lesions, and to age-related cognitive alterations, though the precise mechanisms remain largely unknown. This study aimed to investigate the impact of polygenic risk scores (PRS) for WM integrity, together with age-related DNA methylation, and gene expression alterations, on cognitive aging in a cross-sectional healthy aging cohort. The PRSs were calculated using genome-wide association study (GWAS) summary statistics for magnetic resonance imaging (MRI) markers of WM integrity, including WM hyperintensities, fractional anisotropy (FA), and mean diffusivity (MD). These scores were utilized to predict age-related cognitive changes and evaluate their correlation with structural brain changes, which distinguish individuals with higher and lower cognitive scores. To reduce the dimensionality of the data and identify age-related DNA methylation and transcriptomic alterations, Sparse Partial Least Squares-Discriminant Analysis (sPLS-DA) was used. Subsequently, a canonical correlation algorithm was used to integrate the three types of omics data (PRS, DNA methylation, and gene expression data) and identify an individual \"omics\" signature that distinguishes subjects with varying cognitive profiles.
    RESULTS: We found a positive association between MD-PRS and long-term memory, as well as a correlation between MD-PRS and structural brain changes, effectively discriminating between individuals with lower and higher memory scores. Furthermore, we observed an enrichment of polygenic signals in genes related to both vascular and non-vascular factors. Age-related alterations in DNA methylation and gene expression indicated dysregulation of critical molecular features and signaling pathways involved in aging and lifespan regulation. The integration of multi-omics data underscored the involvement of synaptic dysfunction, axonal degeneration, microtubule organization, and glycosylation in the process of cognitive aging.
    CONCLUSIONS: These findings provide valuable insights into the biological mechanisms underlying the association between WM coherence and cognitive aging. Additionally, they highlight how age-associated DNA methylation and gene expression changes contribute to cognitive aging.
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  • 文章类型: Journal Article
    心室复极延长与心血管疾病有关。我们试图研究老年人心室复极延长与轻度认知障碍(MCI)的关系以及潜在的潜在神经病理机制。这项横断面研究纳入了4328名无痴呆参与者(年龄≥65岁;56.8%为女性),他们接受了中国农村地区延缓痴呆和残疾的多领域干预措施的基线检查;其中,989进行了结构性脑磁共振成像(MRI)扫描。QT,QTc,JT,JTc,QRS间期来自12导联心电图。MCI,遗忘型MCI(aMCI),根据Petersen的标准定义非遗忘型MCI(naMCI)。灰质体积(GM),白质,脑脊液,总白质高强度(WMH),脑室周围WMH(PWMH),和深度WMH(DWMH)自动估计。使用逻辑和一般线性回归模型分析数据。延长QT,QTc,JT,和JTc间期与MCI和aMCI的可能性增加显着相关,但与naMCI无关(p<0.05)。在MRI子样本中,QT,QTc,JT,和JTc间隔与较大的WMH和PWMH总体积显着相关(p<0.05),但不是DWMH卷。检测到统计相互作用,因此,仅在有冠心病或无APOEε4等位基因的参与者中,QT和JT间期延长与GM体积减少显着相关(p<0.05)。在一般老年人群中,心室复极延长与MCI和脑微血管病变相关。这是在QT间期延长的老年人中进行认知评估和脑MRI检查的重要性的基础。
    Prolonged ventricular repolarization has been associated with cardiovascular disease. We sought to investigate the association of prolonged ventricular repolarization with mild cognitive impairment (MCI) and the potential underlying neuropathological mechanisms in older adults. This cross-sectional study included 4328 dementia-free participants (age ≥ 65 years; 56.8% female) in the baseline examination of the Multidomain INterventions to delay dementia and Disability in rural China; of these, 989 undertook structural brain magnetic resonance imaging (MRI) scans. QT, QTc, JT, JTc, and QRS intervals were derived from 12-lead electrocardiograph. MCI, amnestic MCI (aMCI), and non-amnestic MCI (naMCI) were defined following the Petersen\'s criteria. Volumes of gray matter (GM), white matter, cerebrospinal fluid, total white matter hyperintensities (WMH), periventricular WMH (PWMH), and deep WMH (DWMH) were automatically estimated. Data were analyzed using logistic and general linear regression models. Prolonged QT, QTc, JT, and JTc intervals were significantly associated with an increased likelihood of MCI and aMCI, but not naMCI (p < 0.05). In the MRI subsample, QT, QTc, JT, and JTc intervals were significantly associated with larger total WMH and PWMH volumes (p < 0.05), but not with DWMH volume. Statistical interactions were detected, such that prolonged QT and JT intervals were significantly associated with reduced GM volume only among participants with coronary heart disease or without APOE ε4 allele (p < 0.05). Prolonged ventricular repolarization is associated with MCI and cerebral microvascular lesions in a general population of older adults. This underlies the importance of cognitive assessments and brain MRI examination among older adults with prolonged QT interval.
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  • 文章类型: Journal Article
    空间上下文记忆的下降出现在中年,大多数女性从绝经前过渡到绝经后的时间。最近的证据表明,在绝经后的女性中,高龄与功能性大脑改变和较低的空间情境记忆有关。然而,目前尚不清楚白质(WM)是否有类似的影响,此外,这种影响是否会导致中年时的性别差异。为了解决这个问题,我们对96名认知障碍的中年人(30名男性,32名绝经前女性,34名绝经后女性)。使用面部位置记忆范式评估了空间上下文记忆,而WM微观结构使用扩散张量成像进行评估。行为上,高龄与绝经后女性较低的空间情境记忆相关,但与绝经前女性或男性无关.此外,高龄与主要额叶WM的微观结构变异性相关(例如,前日冕辐射,call体的genu),这与绝经后女性较低的空间情境记忆有关。我们的发现表明,绝经后的状态会增加年龄对大脑WM和情景记忆的影响。
    Decline in spatial context memory emerges in midlife, the time when most females transition from pre- to post-menopause. Recent evidence suggests that, among post-menopausal females, advanced age is associated with functional brain alterations and lower spatial context memory. However, it is unknown whether similar effects are evident for white matter (WM) and, moreover, whether such effects contribute to sex differences at midlife. To address this, we conducted a study on 96 cognitively unimpaired middle-aged adults (30 males, 32 pre-menopausal females, 34 post-menopausal females). Spatial context memory was assessed using a face-location memory paradigm, while WM microstructure was assessed using diffusion tensor imaging. Behaviorally, advanced age was associated with lower spatial context memory in post-menopausal females but not pre-menopausal females or males. Additionally, advanced age was associated with microstructural variability in predominantly frontal WM (e.g., anterior corona radiata, genu of corpus callosum), which was related to lower spatial context memory among post-menopausal females. Our findings suggest that post-menopausal status enhances vulnerability to age effects on the brain\'s WM and episodic memory.
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  • 文章类型: Systematic Review
    鉴于神经胶质瘤细胞倾向于沿着WM束浸润和迁移,导致脱髓鞘和轴突损伤,扩散张量成像(DTI)是一种有前途的工具,可用于识别肿瘤周围脑区(PBZ)或在整个相邻白质区域的一定距离内复发的主要“高风险区域”。我们的系统评价是回答以下研究问题:在脑肿瘤患者中,与常规成像技术相比,DTI是否能够识别肿瘤周围脑区(PBZ)区域更容易发生局部(靠近手术腔)或远程复发?我们进行了全面的文献检索,以确定符合PRISMA-P(系统评价和荟萃分析方案的首选报告项目)指南的相关研究。15篇论文被认为与我们的研究问题相符,并包括在内。为了提高论文的可读性,我们将我们的发现分为两个不同的组:第一个研究DTI在检测PBZ亚区域浸润和局部复发中的作用(n=8),第二组探讨了DTI检测白质道浸润和远程复发的可行性(n=7)。DTI值和,在更广泛的框架内,影像组学调查可以提供精确的,逐个体素洞察PBZ的状态和复发。更好地定义PBZ内和沿着WM束有潜在复发风险的区域将允许靶向治疗。
    Given that glioma cells tend to infiltrate and migrate along WM tracts, leading to demyelination and axonal injuries, Diffusion Tensor Imaging (DTI) emerged as a promising tool for identifying major \"high-risk areas\" of recurrence within the peritumoral brain zone (PBZ) or at a distance throughout the adjacents white matter tracts. Of our systematic review is to answer the following research question: In patients with brain tumor, is DTI able to recognizes within the peri-tumoral brain zone (PBZ) areas more prone to local (near the surgical cavity) or remote recurrence compared to the conventional imaging techniques?. We conducted a comprehensive literature search to identify relevant studies in line with the PRISMA-P (Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols) guidelines. 15 papers were deemed compatible with our research question and included. To enhance the paper\'s readability, we have categorized our findings into two distinct groups: the first delves into the role of DTI in detecting PBZ sub-regions of infiltration and local recurrences (n = 8), while the second group explores the feasibility of DTI in detecting white matter tract infiltration and remote recurrences (n = 7). DTI values and, within a broader framework, radiomics investigations can provide precise, voxel-by-voxel insights into the state of PBZ and recurrences. Better defining the regions at risk for potential recurrence within the PBZ and along WM bundles will allow targeted therapy.
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  • 文章类型: Journal Article
    脑部医学图像分割是医学图像处理中的一项关键任务,在中风等疾病的预测和诊断中发挥着重要作用,老年痴呆症,和脑肿瘤。然而,由于不同扫描仪之间的站点间差异很大,因此不同来源的数据集之间的分布差异很大,成像协议,和人口。这导致实际应用中的跨域问题。近年来,已经进行了许多研究来解决大脑图像分割中的跨域问题。
    本评论遵循系统评论和荟萃分析(PRISMA)的首选报告项目的标准,用于数据处理和分析。我们从PubMed检索了相关论文,WebofScience,和IEEE数据库从2018年1月到2023年12月,提取有关医疗领域的信息,成像模式,解决跨域问题的方法,实验设计,和来自选定论文的数据集。此外,我们比较了中风病变分割方法的性能,脑白质分割和脑肿瘤分割。
    本综述共纳入并分析了71项研究。解决跨域问题的方法包括迁移学习,规范化,无监督学习,变压器型号,和卷积神经网络(CNN)。在ATLAS数据集上,领域自适应方法显示,与非自适应方法相比,卒中病变分割任务总体改善约3%.然而,鉴于当前研究中基于MICCAI2017中白质分割任务的方法和BraTS中脑肿瘤分割任务的方法的数据集和实验方法的多样性,直观地比较这些方法的优缺点是具有挑战性的。
    尽管已经应用了各种技术来解决大脑图像分割中的跨域问题,目前缺乏统一的数据集和实验标准。例如,许多研究仍然基于n折交叉验证,而直接基于跨站点或数据集的交叉验证的方法相对较少。此外,由于大脑分割领域的医学图像类型多种多样,对性能进行简单直观的比较并不容易。这些挑战需要在未来的研究中解决。
    UNASSIGNED: Brain medical image segmentation is a critical task in medical image processing, playing a significant role in the prediction and diagnosis of diseases such as stroke, Alzheimer\'s disease, and brain tumors. However, substantial distribution discrepancies among datasets from different sources arise due to the large inter-site discrepancy among different scanners, imaging protocols, and populations. This leads to cross-domain problems in practical applications. In recent years, numerous studies have been conducted to address the cross-domain problem in brain image segmentation.
    UNASSIGNED: This review adheres to the standards of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) for data processing and analysis. We retrieved relevant papers from PubMed, Web of Science, and IEEE databases from January 2018 to December 2023, extracting information about the medical domain, imaging modalities, methods for addressing cross-domain issues, experimental designs, and datasets from the selected papers. Moreover, we compared the performance of methods in stroke lesion segmentation, white matter segmentation and brain tumor segmentation.
    UNASSIGNED: A total of 71 studies were included and analyzed in this review. The methods for tackling the cross-domain problem include Transfer Learning, Normalization, Unsupervised Learning, Transformer models, and Convolutional Neural Networks (CNNs). On the ATLAS dataset, domain-adaptive methods showed an overall improvement of ~3 percent in stroke lesion segmentation tasks compared to non-adaptive methods. However, given the diversity of datasets and experimental methodologies in current studies based on the methods for white matter segmentation tasks in MICCAI 2017 and those for brain tumor segmentation tasks in BraTS, it is challenging to intuitively compare the strengths and weaknesses of these methods.
    UNASSIGNED: Although various techniques have been applied to address the cross-domain problem in brain image segmentation, there is currently a lack of unified dataset collections and experimental standards. For instance, many studies are still based on n-fold cross-validation, while methods directly based on cross-validation across sites or datasets are relatively scarce. Furthermore, due to the diverse types of medical images in the field of brain segmentation, it is not straightforward to make simple and intuitive comparisons of performance. These challenges need to be addressed in future research.
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  • 文章类型: Journal Article
    认知挑战和大脑结构变化在自闭症谱系障碍(ASD)中很常见,但在中老年自闭症成年人中很少探索。年轻自闭症患者和老年痴呆症患者之间重叠的认知缺陷提出了一个重要问题:早期发育过程中认知能力和大脑结构受损是否会促使自闭症成年人更容易受到病理性衰老的影响,还是保护它们不进一步衰退?要回答这个问题,我们综合了目前ASD患者衰老的理论模型,并进行了系统的文献综述(1980年1月1日-2024年2月29日)和荟萃分析,以总结中老年孤独症患者认知和大脑偏差的实证研究.我们探索了支持ASD中不同衰老理论的发现,并解决了研究局限性和未来方向。这篇综述揭示了自闭症社区提出的对衰老问题知之甚少的后果,为未来的研究铺平道路,以确定能够最好地预测发病的敏感和可靠的措施。programming,ASD病理性衰老的预后。
    Cognitive challenges and brain structure variations are common in autism spectrum disorder (ASD) but are rarely explored in middle-to-old aged autistic adults. Cognitive deficits that overlap between young autistic individuals and elderlies with dementia raise an important question: does compromised cognitive ability and brain structure during early development drive autistic adults to be more vulnerable to pathological aging conditions, or does it protect them from further decline? To answer this question, we have synthesized current theoretical models of aging in ASD and conducted a systematic literature review (Jan 1, 1980 - Feb 29, 2024) and meta-analysis to summarize empirical studies on cognitive and brain deviations in middle-to-old aged autistic adults. We explored findings that support different aging theories in ASD and addressed study limitations and future directions. This review sheds light on the poorly understood consequences of aging question raised by the autism community to pave the way for future studies to identify sensitive and reliable measures that best predict the onset, progression, and prognosis of pathological aging in ASD.
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  • 文章类型: Journal Article
    目的:失眠障碍是最常见的睡眠障碍。更好地了解大脑中与失眠相关的偏差可以激发更好的治疗方法。失眠症人群中认识不足的异质性可能会掩盖对涉及的大脑回路的检测。本研究调查了最近发现的和经过验证的失眠亚型之间的结构性脑连接偏差是否不同。
    方法:对4项独立研究的结构和扩散加权3特斯拉MRI数据进行了统一。样本由73名没有睡眠投诉的对照和204名失眠参与者组成,根据他们的情绪指纹和人格特征,将他们分为五个亚型。校正年龄和性别的线性回归评估了结构连接强度的组差异,由分数各向异性表示,流线体积密度和平均扩散系数,并在三个不同的地图集中进行了评估。
    结果:失眠亚型显示出不同的结构连通性分布,这些连通性分布集中在不同的功能网络中。针对随机绘制的异质子样本的置换测试表明,在五种亚型中的四种中,偏差谱具有显着的特异性:高度困扰,适度痛苦的奖励敏感,轻微困扰的低反应性和轻微困扰的高反应性。对于不同分辨率的脑分裂和连通性权重,连通性偏差曲线的显著性范围为p=0.001至p=0.049。
    结论:我们的研究结果首次表明不同的失眠亚型表现出不同的脑结构性连接偏差。失眠的亚型可能对于更好地了解导致失眠脆弱性的大脑机制至关重要。
    OBJECTIVE: Insomnia disorder is the most common sleep disorder. A better understanding of insomnia-related deviations in the brain could inspire better treatment. Insufficiently recognized heterogeneity within the insomnia population could obscure detection of involved brain circuits. The present study investigated whether structural brain connectivity deviations differ between recently discovered and validated insomnia subtypes.
    METHODS: Structural and diffusion weighted 3-Tesla MRI data of four independent studies were harmonized. The sample consisted of 73 controls without sleep complaints and 204 participants with insomnia grouped into five subtypes based on their fingerprint of mood and personality traits assessed with the Insomnia Type Questionnaire. Linear regression correcting for age and sex evaluated group differences in structural connectivity strength, indicated by fractional anisotropy, streamline volume density and mean diffusivity, and evaluated within three different atlases.
    RESULTS: Insomnia subtypes showed differentiating profiles of deviating structural connectivity which concentrated in different functional networks. Permutation testing against randomly drawn heterogeneous subsamples indicated significant specificity of deviation profiles in four of the five subtypes: highly distressed, moderately distressed reward sensitive, slightly distressed low reactive and slightly distressed high reactive. Connectivity deviation profile significance ranged from p= 0.001 to p=0.049 for different resolutions of brain parcellation and connectivity weight.
    CONCLUSIONS: Our results provide a first indication that different insomnia subtypes exhibit distinct profiles of deviations in structural brain connectivity. Subtyping of insomnia could be essential for a better understanding of brain mechanisms that contribute to insomnia vulnerability.
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  • 文章类型: Journal Article
    我们首次定量并确定了神经肽NPFF在人类大脑皮层和下方白质中的分布模式。要做到这一点,我们研究了n=9例无神经系统疾病和n=22例神经退行性疾病,包括散发性肌萎缩侧索硬化症(ALS,n=8),阿尔茨海默病(AD,n=8),皮克病(PiD,n=3),和精神分裂症(n=3)。NPFF免疫阳性细胞主要位于,但不限于此,在浅表白质中,并构成白质间质细胞亚群(WMIC):在回旋冠中占主导地位的金字塔样和多极躯体,而双相性和卵圆形躯体在沟周围的皮质中占主导地位。它们的稀疏分支轴突无髓鞘,并表现出NPFF阳性珠状静脉曲张。我们发现额叶灰质中NPFF免疫阳性细胞明显减少,扣带回,散发性ALS和晚期AD患者的颞上回比对照组高,与对照组相比,这些患者额回下方和深部白质中的NPFF阳性细胞明显减少。值得注意的是,与对照组相比,AD中海马结构中NPFF阳性细胞的数量也显着降低。在PiD中,与对照组相比,扣带回和额叶回的灰质和白质中NPFF阳性细胞的数量显着降低。在精神分裂症患者中,较低的wNPFF细胞计数在新皮质中是显著的和全球性的(扣带,额叶,颞上回,中间,和下回)。NPFF阳性细胞的确切功能及其与浅表皮质皮质白质U纤维的关系目前尚不清楚。这里,NPFF免疫组织化学和表达表征了人脑中先前未识别的细胞群,从而为研究其生理和病理生理作用提供了新的切入点。
    We quantified and determined for the first time the distribution pattern of the neuropeptide NPFF in the human cerebral cortex and subjacent white matter. To do so, we studied n = 9 cases without neurological disorders and n = 22 cases with neurodegenerative diseases, including sporadic amyotrophic lateral sclerosis (ALS, n = 8), Alzheimer\'s disease (AD, n = 8), Pick\'s disease (PiD, n = 3), and schizophrenia (n = 3). NPFF-immunopositive cells were located chiefly, but not exclusively, in the superficial white matter and constituted there a subpopulation of white matter interstitial cells (WMIC): Pyramidal-like and multipolar somata predominated in the gyral crowns, whereas bipolar and ovoid somata predominated in the cortex surrounding the sulci. Their sparsely ramified axons were unmyelinated and exhibited NPFF-positive bead-like varicosities. We found significantly fewer NPFF-immunopositive cells in the gray matter of the frontal, cingulate, and superior temporal gyri of both sporadic ALS and late-stage AD patients than in controls, and significantly fewer NPFF-positive cells in the subjacent as well as deep white matter of the frontal gyrus of these patients compared to controls. Notably, the number of NPFF-positive cells was also significantly lower in the hippocampal formation in AD compared to controls. In PiD, NPFF-positive cells were present in significantly lower numbers in the gray and white matter of the cingulate and frontal gyrii in comparison to controls. In schizophrenic patients, lower wNPFF cell counts in the neocortex were significant and global (cingulate, frontal, superior temporal gyrus, medial, and inferior gyri). The precise functions of NPFF-positive cells and their relationship to the superficial corticocortical white matter U-fibers are currently unknown. Here, NPFF immunohistochemistry and expression characterize a previously unrecognized population of cells in the human brain, thereby providing a new entry-point for investigating their physiological and pathophysiological roles.
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