spectral parameterization

  • 文章类型: Journal Article
    背景:尽管平行研究表明淀粉样蛋白-β积累,皮质神经生理信号的改变,和阿尔茨海默病(AD)中的多系统神经递质破坏,这些现象之间的关系仍然不清楚。
    方法:使用脑磁图,正电子发射断层扫描,和19种神经递质的地图集,我们研究了神经生理学改变之间的排列,淀粉样β沉积,和皮质的神经化学梯度。
    结果:在轻度认知障碍和AD患者中,皮质节律的变化在地形学上与胆碱能,血清素能,和多巴胺能系统。这些排列与临床损伤的严重程度相关。此外,皮质淀粉样蛋白-β斑块优先沿神经化学边界沉积,影响神经生理学改变与毒蕈碱乙酰胆碱受体的关系。大多数淀粉样蛋白-β-神经化学和α-带神经生理化学比对在无症状淀粉样蛋白-β积累的个体的独立数据集中复制。
    结论:我们的研究结果表明,AD病理与化学神经调质系统的皮质分布在地形图上一致,并随临床严重程度而变化。对潜在的药物治疗途径有影响。
    结论:阿尔茨海默病患者皮质节律的变化是沿着神经化学边界组织的。这些排列的强度与临床症状严重程度有关。淀粉样蛋白-β(Aβ)的沉积与类似的神经递质系统一致。Aβ沉积介导β节律与胆碱能系统的排列。大多数比对在具有临床前阿尔茨海默病病理学的参与者中复制。
    BACKGROUND: Despite parallel research indicating amyloid-β accumulation, alterations in cortical neurophysiological signaling, and multi-system neurotransmitter disruptions in Alzheimer\'s disease (AD), the relationships between these phenomena remains unclear.
    METHODS: Using magnetoencephalography, positron emission tomography, and an atlas of 19 neurotransmitters, we studied the alignment between neurophysiological alterations, amyloid-β deposition, and the neurochemical gradients of the cortex.
    RESULTS: In patients with mild cognitive impairment and AD, changes in cortical rhythms were topographically aligned with cholinergic, serotonergic, and dopaminergic systems. These alignments correlated with the severity of clinical impairments. Additionally, cortical amyloid-β plaques were preferentially deposited along neurochemical boundaries, influencing how neurophysiological alterations align with muscarinic acetylcholine receptors. Most of the amyloid-β-neurochemical and alpha-band neuro-physio-chemical alignments replicated in an independent dataset of individuals with asymptomatic amyloid-β accumulation.
    CONCLUSIONS: Our findings demonstrate that AD pathology aligns topographically with the cortical distribution of chemical neuromodulator systems and scales with clinical severity, with implications for potential pharmacotherapeutic pathways.
    CONCLUSIONS: Changes in cortical rhythms in Alzheimer\'s are organized along neurochemical boundaries. The strength of these alignments is related to clinical symptom severity. Deposition of amyloid-β (Aβ) is aligned with similar neurotransmitter systems. Aβ deposition mediates the alignment of beta rhythms with cholinergic systems. Most alignments replicate in participants with pre-clinical Alzheimer\'s pathology.
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  • 文章类型: Journal Article
    报道的轻度创伤性脑损伤(mTBI)后脑电图(EEG)衍生的频谱功率变化在现有文献中仍然不一致。然而,这可能是先前分析的结果,仅取决于观察传统规范频段内的频谱功率,而不是考虑收集的神经信号内的非周期性活动。因此,这项研究的目的是测试整个大脑的节律和心律失常时间序列的差异,在认知相关的额顶(FP)网络中,并观察这些差异是否与mTBI后认知恢复相关。在mTBI参与者受伤后14天内,从88名参与者(56名mTBI和32名年龄和性别匹配的健康对照)收集了静息状态脑电图(rs-EEG)。在第一次访问后大约2和4个月收集了一系列执行功能(EF)测试,并收集了随访指标。在光谱参数化之后,观察到FP网络内非周期性调整的alpha中心峰值频率的显著组间差异,与健康对照组相比,mTBI组的α峰频率减慢。FP网络内第2周的这种减慢(在受伤2周内收集)的非周期性调整的α中心峰值频率与mTBI后EF随时间增加(使用执行综合评分评估)相关。这些发现表明,FP网络中的α中心峰值频率可作为EF恢复的候选预后指标,并可能为mTBI后的临床康复方法提供信息。
    Reported changes in electroencephalography (EEG)-derived spectral power after mild traumatic brain injury (mTBI) remains inconsistent across existing literature. However, this may be a result of previous analyses depending solely on observing spectral power within traditional canonical frequency bands rather than accounting for the aperiodic activity within the collected neural signal. Therefore, the aim of this study was to test for differences in rhythmic and arrhythmic time series across the brain, and in the cognitively relevant frontoparietal (FP) network, and observe whether those differences were associated with cognitive recovery post-mTBI. Resting-state electroencephalography (rs-EEG) was collected from 88 participants (56 mTBI and 32 age- and sex-matched healthy controls) within 14 days of injury for the mTBI participants. A battery of executive function (EF) tests was collected at the first session with follow-up metrics collected approximately 2 and 4 months after the initial visit. After spectral parameterization, a significant between-group difference in aperiodic-adjusted alpha center peak frequency within the FP network was observed, where a slowing of alpha peak frequency was found in the mTBI group in comparison to the healthy controls. This slowing of week 2 (collected within 2 weeks of injury) aperiodic-adjusted alpha center peak frequency within the FP network was associated with increased EF over time (evaluated using executive composite scores) post-mTBI. These findings suggest alpha center peak frequency within the FP network as a candidate prognostic marker of EF recovery and may inform clinical rehabilitative methods post-mTBI.
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  • 文章类型: Preprint
    阿尔茨海默病(AD)的两个神经病理学标志是淀粉样β(Aβ)蛋白的积累和皮质神经生理信号的改变。尽管平行研究表明AD中多种神经递质系统的破坏,目前还不清楚这两种现象是否与大脑皮层的神经化学组织有关。我们利用了无任务脑磁图和正电子发射断层扫描,用19个神经递质的皮质图集来研究神经生理信号改变之间的排列和相互作用,Aβ沉积,和人类大脑皮层的神经化学梯度。在遗忘型轻度认知障碍(N=18)和可能的AD(N=20)患者中,我们发现有节奏的变化,但不是心律失常,相对于健康对照(N=20)的皮质神经生理信号与胆碱能,血清素能,和多巴胺能神经化学系统.这些神经生理化学排列与认知和行为障碍的严重程度有关。我们还发现皮质Aβ斑块优先沿着神经化学边界沉积,并介导β带节律皮质活动图与毒蕈碱乙酰胆碱受体的关系。最后,我们在一个独立的数据集中显示,许多这些比对表现在皮质Aβ积累的无症状阶段(N=33;N=71健康对照),特别是Aβ神经化学排列(57.1%)和α频带中的神经生理化学排列(62.5%)。总的来说,本研究表明,临床前和临床AD的病理表达与化学神经调质系统的皮质分布在地形上一致,根据临床严重程度进行缩放,并对潜在的药物治疗途径产生影响。
    Two neuropathological hallmarks of Alzheimer\'s disease (AD) are the accumulation of amyloid-β (Aβ) proteins and alterations in cortical neurophysiological signaling. Despite parallel research indicating disruption of multiple neurotransmitter systems in AD, it has been unclear whether these two phenomena are related to the neurochemical organization of the cortex. We leveraged task-free magnetoencephalography and positron emission tomography, with a cortical atlas of 19 neurotransmitters to study the alignment and interactions between alterations of neurophysiological signaling, Aβ deposition, and the neurochemical gradients of the human cortex. In patients with amnestic mild cognitive impairment (N = 18) and probable AD (N = 20), we found that changes in rhythmic, but not arrhythmic, cortical neurophysiological signaling relative to healthy controls (N = 20) are topographically aligned with cholinergic, serotonergic, and dopaminergic neurochemical systems. These neuro-physio-chemical alignments are related to the severity of cognitive and behavioral impairments. We also found that cortical Aβ plaques are preferentially deposited along neurochemical boundaries, and mediate how beta-band rhythmic cortical activity maps align with muscarinic acetylcholine receptors. Finally, we show in an independent dataset that many of these alignments manifest in the asymptomatic stages of cortical Aβ accumulation (N = 33; N = 71 healthy controls), particularly the Aβ-neurochemical alignments (57.1%) and neuro-physio-chemical alignments in the alpha frequency band (62.5%). Overall, the present study demonstrates that the expression of pathology in pre-clinical and clinical AD aligns topographically with the cortical distribution of chemical neuromodulator systems, scaling with clinical severity and with implications for potential pharmacotherapeutic pathways.
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  • 文章类型: Journal Article
    帕金森病(PD)患者表现出多方面的变化,在神经生理的大脑活动,假设代表了一个全球性的皮质减缓效应。使用无任务脑磁图和广泛的临床评估,我们发现PD的神经生理学减慢与皮质解剖结构沿矢状梯度的运动和非运动症状有差异.在上顶叶区域,神经生理学减慢FIG反映了认知和运动障碍的不利影响和规模,穿过下额叶皮层,神经生理学减慢与代偿作用是相容的。这种不利的代偿梯度对个体临床特征敏感,如药物治疗方案和症状的偏侧性;它也与与PD相关的神经递质和转运系统的地形图一致。我们得出的结论是,PD患者的神经生理学减慢信号既有害又保护疾病的机制,从皮质的后部到前部,分别,与运动和认知症状具有功能和临床相关性。
    Patients with Parkinson\'s disease (PD) exhibit multifaceted changes in neurophysiological brain activity, hypothesized to represent a global cortical slowing effect. Using task-free magnetoencephalography and extensive clinical assessments, we found that neurophysiological slowing in PD is differentially associated with motor and non-motor symptoms along a sagittal gradient over the cortical anatomy. In superior parietal regions, neurophysiological slowing reflects an adverse effect and scales with cognitive and motor impairments, while across the inferior frontal cortex, neurophysiological slowing is compatible with a compensatory role. This adverse-to-compensatory gradient is sensitive to individual clinical profiles, such as drug regimens and laterality of symptoms; it is also aligned with the topography of neurotransmitter and transporter systems relevant to PD. We conclude that neurophysiological slowing in patients with PD signals both deleterious and protective mechanisms of the disease, from posterior to anterior regions across the cortex, respectively, with functional and clinical relevance to motor and cognitive symptoms.
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  • 文章类型: Journal Article
    几十年的电生理工作已经证明,在中风患者中存在“频谱减慢”-功率谱向较低频率的显著转变,在病变本身附近最明显。尽管这种放缓作为患者组和动物模型中功能障碍组织的标志是可靠的,还有待于从中风的病理生理过程来解释。要做到这一点,需要清楚地了解这些差异所代表的神经动力学,承认经常被忽视的事实,即频谱功率不仅仅反映神经振荡的幅度。要做到这一点,我们使用频域和时域测量的组合来消除和量化慢性卒中患者静息状态脑磁图(MEG)记录中的周期性(振荡)和非周期性(非振荡)神经动力学.我们发现,这些患者的低频功率异常升高最好的解释是功率谱的非周期性成分的陡峭化,而不是低频振荡的增强,正如人们经常假设的那样。然而,更高频率的真正振荡活动也被发现是异常的,患者在β波段显示α减慢和振荡活动减弱。这些非周期性和周期性的异常被发现有共同变化,甚至可以在未损伤的半球中检测到,然而它们在病灶周围组织中最突出,它们的大小可以预测认知障碍。这项工作将光谱减慢重新定义为涉及非周期性和周期性神经动力学的变化模式,并缩小了功能失调组织的非侵入性标志物与导致神经动力学改变的疾病过程之间的理解差距。
    Decades of electrophysiological work have demonstrated the presence of \"spectral slowing\" in stroke patients - a prominent shift in the power spectrum towards lower frequencies, most evident in the vicinity of the lesion itself. Despite the reliability of this slowing as a marker of dysfunctional tissue across patient groups as well as animal models, it has yet to be explained in terms of the pathophysiological processes of stroke. To do so requires clear understanding of the neural dynamics that these differences represent, acknowledging the often overlooked fact that spectral power reflects more than just the amplitude of neural oscillations. To accomplish this, we used a combination of frequency domain and time domain measures to disambiguate and quantify periodic (oscillatory) and aperiodic (non-oscillatory) neural dynamics in resting state magnetoencephalography (MEG) recordings from chronic stroke patients. We found that abnormally elevated low frequency power in these patients was best explained by a steepening of the aperiodic component of the power spectrum, rather than an enhancement of low frequency oscillations, as is often assumed. However, genuine oscillatory activity at higher frequencies was also found to be abnormal, with patients showing alpha slowing and diminished oscillatory activity in the beta band. These aperiodic and periodic abnormalities were found to covary, and could be detected even in the un-lesioned hemisphere, however they were most prominent in perilesional tissue, where their magnitude was predictive of cognitive impairment. This work redefines spectral slowing as a pattern of changes involving both aperiodic and periodic neural dynamics and narrows the gap in understanding between non-invasive markers of dysfunctional tissue and disease processes responsible for altered neural dynamics.
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