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Fractal Time Series: Background, Estimation Methods, and Performances. 分形时间序列:背景、估算方法和性能。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-47606-8_5
Camillo Porcaro, Sadaf Moaveninejad, Valentina D'Onofrio, Antonio DiIeva

Over the past 40 years, from its classical application in the characterization of geometrical objects, fractal analysis has been progressively applied to study time series in several different disciplines. In neuroscience, starting from identifying the fractal properties of neuronal and brain architecture, attention has shifted to evaluating brain signals in the time domain. Classical linear methods applied to analyzing neurophysiological signals can lead to classifying irregular components as noise, with a potential loss of information. Thus, characterizing fractal properties, namely, self-similarity, scale invariance, and fractal dimension (FD), can provide relevant information on these signals in physiological and pathological conditions. Several methods have been proposed to estimate the fractal properties of these neurophysiological signals. However, the effects of signal characteristics (e.g., its stationarity) and other signal parameters, such as sampling frequency, amplitude, and noise level, have partially been tested. In this chapter, we first outline the main properties of fractals in the domain of space (fractal geometry) and time (fractal time series). Then, after providing an overview of the available methods to estimate the FD, we test them on synthetic time series (STS) with different sampling frequencies, signal amplitudes, and noise levels. Finally, we describe and discuss the performances of each method and the effect of signal parameters on the accuracy of FD estimation.

在过去的 40 年中,分形分析从其在几何物体特征描述中的经典应用,逐渐被应用到多个不同学科的时间序列研究中。在神经科学领域,从识别神经元和大脑结构的分形特性开始,注意力已经转移到评估时域中的大脑信号。用于分析神经生理信号的经典线性方法可能会将不规则成分归类为噪声,从而造成潜在的信息损失。因此,表征分形特性,即自相似性、尺度不变性和分形维度(FD),可以提供这些信号在生理和病理条件下的相关信息。目前已提出了几种方法来估计这些神经生理信号的分形特性。然而,对信号特征(如静止性)和其他信号参数(如采样频率、振幅和噪声水平)的影响还进行了部分测试。在本章中,我们首先概述了分形在空间(分形几何)和时间(分形时间序列)领域的主要特性。然后,在概述了现有的分形估计方法后,我们在不同采样频率、信号幅度和噪声水平的合成时间序列(STS)上对这些方法进行了测试。最后,我们描述并讨论了每种方法的性能以及信号参数对 FD 估计精度的影响。
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引用次数: 0
Fractal-Based Analysis of Arteriovenous Malformations (AVMs). 基于分形的动静脉畸形(AVM)分析。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-47606-8_21
Antonio Di Ieva, Gernot Reishofer

Arteriovenous malformations (AVMs) are cerebrovascular lesions consisting of a pathologic tangle of the vessels characterized by a core termed the nidus, which is the "nest" where the fistulous connections occur. AVMs can cause headache, stroke, and/or seizures. Their treatment can be challenging requiring surgery, endovascular embolization, and/or radiosurgery as well. AVMs' morphology varies greatly among patients, and there is still a lack of standardization of angioarchitectural parameters, which can be used as morphometric parameters as well as potential clinical biomarkers (e.g., related to prognosis).In search of new diagnostic and prognostic neuroimaging biomarkers of AVMs, computational fractal-based models have been proposed for describing and quantifying the angioarchitecture of the nidus. In fact, the fractal dimension (FD) can be used to quantify AVMs' branching pattern. Higher FD values are related to AVMs characterized by an increased number and tortuosity of the intranidal vessels or to an increasing angioarchitectural complexity as a whole. Moreover, FD has been investigated in relation to the outcome after Gamma Knife radiosurgery, and an inverse relationship between FD and AVM obliteration was found.Taken altogether, FD is able to quantify in a single and objective value what neuroradiologists describe in qualitative and/or semiquantitative way, thus confirming FD as a reliable morphometric neuroimaging biomarker of AVMs and as a potential surrogate imaging biomarker. Moreover, computational fractal-based techniques are under investigation for the automatic segmentation and extraction of the edges of the nidus in neuroimaging, which can be relevant for surgery and/or radiosurgery planning.

动静脉畸形(AVM)是一种脑血管病变,由病态的血管纠结组成,其特点是有一个被称为 "巢 "的核心,也就是发生瘘管连接的 "巢穴"。动静脉畸形可导致头痛、中风和/或癫痫发作。其治疗可能具有挑战性,需要进行手术、血管内栓塞和/或放射外科手术。为了寻找新的诊断和预后神经影像生物标志物,有人提出了基于分形的计算模型来描述和量化瘤巢的血管结构。事实上,分形维度(FD)可用于量化 AVM 的分支模式。分形维度值越高,说明动静脉畸形的特点是潮内血管的数量和迂曲程度增加,或整个血管结构的复杂性增加。总之,FD 能够以单一、客观的数值量化神经放射学家以定性和/或半定量方式描述的情况,从而证实 FD 是一种可靠的 AVM 形态计量神经影像生物标志物,也是一种潜在的替代影像生物标志物。此外,目前正在研究基于分形的计算技术,用于自动分割和提取神经影像学中的瘤巢边缘,这可能与手术和/或放射外科规划相关。
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引用次数: 0
Multifractal Analysis of Brain Tumor Interface in Glioblastoma. 胶质母细胞瘤脑肿瘤界面的多分形分析
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-47606-8_25
Jacksson Sánchez, Miguel Martín-Landrove

The dynamics of tumor growth is a very complex process, generally accompanied by numerous chromosomal aberrations that determine its genetic and dynamical heterogeneity. Consequently, the tumor interface exhibits a non-regular and heterogeneous behavior often described by a single fractal dimension. A more suitable approach is to consider the tumor interface as a multifractal object that can be described by a set of generalized fractal dimensions. In the present work, detrended fluctuation and multifractal analysis are used to characterize the complexity of glioblastoma.

肿瘤的生长动态是一个非常复杂的过程,通常伴随着许多染色体畸变,这些畸变决定了肿瘤的遗传和动态异质性。因此,肿瘤界面表现出一种非规则性的异质性行为,通常用单一的分形维度来描述。更合适的方法是将肿瘤界面视为一个多分形对象,可以用一组广义分形维度来描述。本研究利用去趋势波动和多分形分析来描述胶质母细胞瘤的复杂性。
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引用次数: 0
Enkephalin Rescues Temporomandibular Joint Pain-Related Behavior in Rats. 脑啡肽能挽救大鼠颞下颌关节疼痛相关行为
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-45493-6_7
Karin N Westlund, A Caitlynn Iddings

Temporomandibular joint disorders include a variety of clinical syndromes that are difficult to manage if associated with debilitating severe jaw pain. Thus, seeking additional experimental therapies for temporomandibular joint pain reduction is warranted. Targeted enkephalin gene therapy approaches provide clear promise for pain control. The studies detailed here indicate significant analgesia and protection of joint tissue are provided after injection of an overexpression viral vector gene therapy near the joint. The viral vector gene therapy described provides overexpression of naturally occurring opioid peptides after its uptake by trigeminal nerve endings. The viral vectors act as independent "minipump" sources for the opioid peptide synthesis in the neuronal cytoplasm producing the intended biological function, reduction of pain, and tissue repair. The antinociceptive effects provided with this delivery method of opioid expression persist for over 4 weeks. This is coincident with the expected time frame for the duration of the transgene overproduction of the endogenous opioid peptide before its diminution due to dormancy of the virus. These experimental studies establish a basis for the use of replication-defective herpes simplex type 1-based gene therapy for severe chronic inflammatory temporomandibular joint destruction and pain. As innovative means of significantly reducing joint inflammation and preserving tissue architecture, gene therapies may extend their clinical usefulness for patients with temporomandibular joint disorders.

颞下颌关节疾病包括多种临床综合征,如果伴有使人衰弱的剧烈下颌疼痛,就很难处理。因此,有必要寻求更多的实验性疗法来减轻颞下颌关节疼痛。靶向脑啡肽基因治疗方法为控制疼痛提供了明确的希望。本文详述的研究表明,在关节附近注射过表达病毒载体基因疗法后,可提供明显的镇痛效果并保护关节组织。所述病毒载体基因疗法可在三叉神经末梢摄取天然阿片肽后使其过度表达。病毒载体作为独立的 "微型泵",在神经元细胞质中合成阿片肽,从而产生预期的生物功能、减轻疼痛和修复组织。这种阿片肽表达传递方法所产生的抗痛觉效应可持续 4 周以上。这与病毒休眠导致内源性阿片肽减少之前转基因过度产生内源性阿片肽的预期持续时间相吻合。这些实验研究为利用复制缺陷型单纯疱疹 1 型基因疗法治疗严重的慢性炎症性颞下颌关节破坏和疼痛奠定了基础。作为显著减轻关节炎症和保护组织结构的创新手段,基因疗法可能会扩大其对颞下颌关节疾病患者的临床应用。
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引用次数: 0
The Role of Endogenous Opioids in Cardioprotection. 内源性阿片类药物在心脏保护中的作用
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-45493-6_19
Cristina Sirbu

The opioid system involves opioid receptors (OPRs) and endogenous opioid peptides.This chapter will focus on the distribution of OPRs in the cardiovascular system, the expression pattern in the heart, the activation by opioid peptides, and the effects of OPRs activation with potential relevance in cardiovascular performance. In the heart, OPRs are co-expressed with beta adrenergic receptors (β-ARs) in the G-protein-coupled receptor (GPCR) superfamily, functionally cross-talk with β-Ars and modify catecholamine-induced effects. They are involved in cardiac contractility, energy metabolism, myocyte survival or death, vascular resistance. The effects of the opioid system in the regulation of systemic circulation at both the central and peripheral level are presented. The pathways are discussed under physiological (i.e., aging) and pathological conditions (atherosclerosis, heart failure, essential hypertension, ischemic stress). Stimulation of OPRs not only inhibits cardiac excitation-contraction coupling, but also protects the heart against hypoxic and ischemic injury. An enhanced sensitivity to opioids of endocrine organs and neuronal systems is operative in hypertensive patients. The opioid system can be pharmacologically engaged to selectively mimic these responses via cardiac and nervous signaling. The clinical opportunities for the use of cardioprotective effects of opioids require future investigations to provide more specific details of the impact on cardiac performance and electrophysiological properties.

阿片系统包括阿片受体(OPRs)和内源性阿片肽。本章将重点介绍 OPRs 在心血管系统中的分布、在心脏中的表达模式、阿片肽的激活以及 OPRs 激活对心血管功能的潜在影响。在心脏中,OPRs 与 G 蛋白偶联受体(GPCR)超家族中的β-肾上腺素能受体(β-ARs)共同表达,在功能上与β-Ars 相互影响,并改变儿茶酚胺诱导的效应。它们参与心脏收缩力、能量代谢、心肌细胞存活或死亡、血管阻力等。本文介绍了阿片系统在中枢和外周层面调节全身循环的作用。在生理(即衰老)和病理(动脉粥样硬化、心力衰竭、原发性高血压、缺血性应激)条件下讨论了这些途径。刺激 OPRs 不仅能抑制心脏兴奋-收缩耦合,还能保护心脏免受缺氧和缺血性损伤。高血压患者的内分泌器官和神经元系统对阿片类药物的敏感性增强。阿片类药物系统可通过心脏和神经信号选择性地模拟这些反应。利用阿片类药物的心脏保护作用的临床机会需要未来的研究来提供对心脏性能和电生理特性影响的更具体细节。
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引用次数: 0
Interactions Between Endogenous Opioids and the Immune System. 内源性阿片类药物与免疫系统之间的相互作用
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-45493-6_3
Wei Du

The endogenous opioid system, which consists of opioid receptors and their ligands, is widely expressed in the nervous system and also found in the immune system. As a part of the body's defense machinery, the immune system is heavily regulated by endogenous opioid peptides. Many types of immune cells, including macrophages, dendritic cells, neutrophils, and lymphocytes are influenced by endogenous opioids, which affect cell activation, differentiation, proliferation, apoptosis, phagocytosis, and cytokine production. Additionally, immune cells also synthesize and secrete endogenous opioid peptides and participate peripheral analgesia. This chapter is structured into two sections. Part one focuses on immunoregulatory functions of central endogenous opioids; and part two describes how opioid peptide-containing immune cells participate in local analgesia.

内源性阿片系统由阿片受体及其配体组成,广泛存在于神经系统和免疫系统中。作为人体防御机制的一部分,免疫系统在很大程度上受到内源性阿片肽的调控。许多类型的免疫细胞,包括巨噬细胞、树突状细胞、中性粒细胞和淋巴细胞,都会受到内源性阿片类物质的影响,从而影响细胞的活化、分化、增殖、凋亡、吞噬和细胞因子的产生。此外,免疫细胞还能合成和分泌内源性阿片肽,并参与外周镇痛。本章分为两部分。第一部分重点介绍中枢内源性阿片类药物的免疫调节功能;第二部分介绍含有阿片肽的免疫细胞如何参与局部镇痛。
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引用次数: 0
EEG Biomarkers for Autism: Rational, Support, and the Qualification Process. 自闭症脑电图生物标志物:自闭症脑电图生物标志物:合理性、支持和鉴定过程。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-69491-2_19
Caitlin M Hudac, Sara Jane Webb

In this chapter, we highlight the advantages, progress, and pending challenges of developing electroencephalography (EEG) and event-related potential (ERP) biomarkers for use in autism spectrum disorder (ASD). We describe reasons why global efforts towards precision treatment in ASD are utilizing EEG indices to quantify biological mechanisms. We overview common sensory processing and attention biomarkers and provide translational examples examining the genetic etiology of autism across animal models and human subgroups. We describe human-specific social biomarkers related to face perception, a complex social cognitive process that may prove informative of autistic social behaviors. Lastly, we discuss outstanding considerations for quantifying EEG biomarkers, the challenges associated with rigor and reproducibility, contexts of future use, and propose opportunities for combinatory multidimensional biomarkers.

在本章中,我们将重点介绍开发用于自闭症谱系障碍(ASD)的脑电图(EEG)和事件相关电位(ERP)生物标记物的优势、进展和面临的挑战。我们描述了全球自闭症谱系障碍精准治疗工作利用脑电图指数量化生物机制的原因。我们概述了常见的感觉处理和注意力生物标志物,并提供了研究动物模型和人类亚群中自闭症遗传病因的转化实例。我们描述了与人脸感知相关的人类特异性社交生物标记物,这是一个复杂的社会认知过程,可能会被证明是自闭症社交行为的信息来源。最后,我们讨论了量化脑电图生物标志物的注意事项、与严谨性和可重复性相关的挑战、未来的使用环境,并提出了组合多维生物标志物的机会。
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引用次数: 0
Neural Circuitry-Related Biomarkers for Drug Development in Psychiatry: An Industry Perspective. 用于精神病学药物开发的神经回路相关生物标记物:行业视角。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-69491-2_2
Patricio O'Donnell, Derek L Buhl, Jason Johannesen, Marijn Lijffijt

Drug development in psychiatry has been hampered by the lack of reliable ways to determine the neurobiological effects of the assets tested, difficulties in identifying patient subsets more amenable to benefit from a given asset, and issues with executing trials in a manner that would convincingly provide answers. An emerging idea in many companies is to validate tools to address changes in neural circuits by pharmacological tools as a key piece in quantifying the effects of our drugs. Here, we review past, present, and emerging approaches to capture the outcome of the modulation of brain circuits. The field is now ripe for implementing these approaches in drug development.

由于缺乏可靠的方法来确定所测试药物的神经生物学效应,难以确定更适合从特定药物中获益的患者亚群,以及无法以令人信服的方式执行试验以提供答案,精神病学的药物开发一直受到阻碍。许多公司的一个新想法是通过药理学工具验证解决神经回路变化的工具,这是量化药物效果的关键一环。在此,我们回顾了过去、现在和新出现的捕捉大脑回路调节结果的方法。目前,在药物开发中采用这些方法的时机已经成熟。
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引用次数: 0
Magnetoencephalography in Psychiatry: A Perspective on Translational Research and Applications. 精神病学中的脑磁图:转化研究与应用透视》。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-69491-2_6
Angelantonio Tavella, Peter J Uhlhaas

Magnetoencephalography (MEG) is a neuroimaging technique that has excellent temporal as well as good spatial resolution for measuring neural activity and has been extensively employed in cognitive neuroscience. However, MEG has only been more recently applied to investigations of brain networks and biomarkers in psychiatry. Besides providing new insights into the pathophysiology of major psychiatry syndromes, especially in schizophrenia, a major objective of current research is the identification of biomarkers that could inform early intervention and novel treatments. This chapter will provide a state-of-the-art overview of MEG as applied to schizophrenia, autism spectrum disorders, and Alzheimer's disease, summarizing methodological approaches and studies investigating alterations during resting-state and task-related paradigms. In addition, we will highlight future methodological developments and their potential for applications of MEG in psychiatry.

脑磁图(MEG)是一种神经成像技术,在测量神经活动方面具有出色的时间和空间分辨率,已被广泛应用于认知神经科学领域。然而,MEG 只是在最近才被应用于精神病学中的大脑网络和生物标志物研究。除了为主要精神病综合症(尤其是精神分裂症)的病理生理学提供新见解外,当前研究的一个主要目标是确定生物标志物,为早期干预和新型治疗提供依据。本章将概述应用于精神分裂症、自闭症谱系障碍和阿尔茨海默病的 MEG 的最新进展,总结静息态和任务相关范式的方法和研究。此外,我们还将重点介绍未来方法学的发展及其将 MEG 应用于精神病学的潜力。
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引用次数: 0
The Less Things Change, the More They Remain the Same: Impaired Neural Plasticity as a Critical Target for Drug Development in Neuropsychiatry. 变化越少,不变越多:受损的神经可塑性是神经精神病学药物开发的关键目标。
Q3 Neuroscience Pub Date : 2024-01-01 DOI: 10.1007/978-3-031-69491-2_26
Joshua T Kantrowitz, Daniel C Javitt

Neuropsychiatric disability is related to reduced ability to change in response to clinical interventions, e.g., plasticity. Study of biomarkers and interventional strategies for plasticity, however, are sparse. In this chapter, we focus on the serial frequency discrimination task (SFDT), which is sensitive to impairments in early auditory processing (EAP) and auditory learning and has been most thoroughly studied in dyslexia and schizophrenia. In the SFDT, participants are presented with repeated paired tones ("reference" and "test") and indicate which tone is higher in pitch. Plasticity during the SFDT is critically dependent upon interactions between prefrontal "cognitive control" regions, and lower-level perceptual and motor regions that may be detected using both fMRI and time-frequency event-related potential (TF-ERP) approaches. Additionally, interactions between the cortex and striatum give insights into glutamate/dopamine interaction mechanisms. The SFDT task has been utilized in the development of N-methyl-D-aspartate receptor (NMDAR) targeted medications, which significantly modulate sensory and premotor neurophysiological activity. Deficits in pitch processing play a critical role in impaired neuro- and social cognitive function in schizophrenia and may contribute to similar impairments in dyslexia. Thus, the SFDT may be ideal for development of treatments aimed at amelioration of neuro- and social cognitive deficits across neuropsychiatric disorders.

神经精神残疾与对临床干预(如可塑性)做出反应的能力下降有关。然而,有关可塑性的生物标志物和干预策略的研究却很少。在本章中,我们将重点讨论序列频率辨别任务(SFDT),该任务对早期听觉加工(EAP)和听觉学习的损伤非常敏感,并且对阅读障碍和精神分裂症的研究最为深入。在 SFDT 中,参与者会看到重复的成对音调("参考 "和 "测试"),然后指出哪个音调的音调更高。SFDT过程中的可塑性主要取决于前额叶 "认知控制 "区域与低级感知和运动区域之间的相互作用,这种相互作用可通过fMRI和时频事件相关电位(TF-ERP)方法检测到。此外,皮层和纹状体之间的相互作用也有助于深入了解谷氨酸/多巴胺的相互作用机制。SFDT任务已被用于开发N-甲基-D-天冬氨酸受体(NMDAR)靶向药物,这些药物可显著调节感觉和前运动神经生理活动。音调处理缺陷在精神分裂症的神经和社会认知功能受损中起着关键作用,并可能导致阅读障碍中的类似损伤。因此,SFDT 可能是开发旨在改善各种神经精神疾病的神经和社会认知功能缺陷的治疗方法的理想选择。
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引用次数: 0
期刊
Advances in neurobiology
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