brain energy metabolism

脑能量代谢
  • 文章类型: Journal Article
    这是对ArneSchousboe的致敬,哥本哈根大学名誉教授,一位杰出的神经化学家和神经科学家,是GABA领域的领导者,谷氨酸,和大脑能量代谢。阿恩以他敏锐的智力而闻名,他在GABA和谷氨酸的神经化学和神经药理学以及脑能量代谢方面的广泛专业知识。阿恩也以他强大的领导能力而闻名,他热情而迷人的个性以及与朋友分享的美酒和美食的享受,家庭,和同事。可悲的是,Arne在短暂患病后于2024年2月27日去世。他的妻子英格·舒斯博幸存下来,他的两个孩子,和三个出色的孙子。他的死对神经科学界来说是一个巨大的损失。他的朋友们会非常想念他,家庭,和同事。在此致敬中描述了Arne职业生涯的一些亮点。
    This is a tribute to Arne Schousboe, Professor Emeritus at the University of Copenhagen, an eminent neurochemist and neuroscientist who was a leader in the fields of GABA, glutamate, and brain energy metabolism. Arne was known for his keen intellect, his wide-ranging expertise in neurochemistry and neuropharmacology of GABA and glutamate and brain energy metabolism. Arne was also known for his strong leadership, his warm and engaging personality and his enjoyment of fine wine and great food shared with friends, family, and colleagues. Sadly, Arne passed away on February 27, 2024, after a short illness. He is survived by his wife Inger Schousboe, his two children, and three wonderful grandchildren. His death is a tremendous loss to the neuroscience community. He will be greatly missed by his friends, family, and colleagues. Some of the highlights of Arne\'s career are described in this tribute.
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  • 文章类型: Journal Article
    神经代谢紊乱琥珀酸半醛脱氢酶(SSADH)缺乏导致严重的神经化学失衡和严重的神经系统表现。该疾病的原因是SSADH酶的功能丧失,导致主要抑制性神经递质GABA的代谢受损。尽管已知存在酶缺陷,SSADH缺乏症的潜在病理仍不清楚.为了揭示这种疾病的新机制,我们进行了脑蛋白表达的非靶向整合分析,功能代谢,和SSADH缺乏的遗传小鼠模型(ALDH5A1敲除小鼠)中的脂质组成。我们的蛋白质组学分析揭示了一个明显的区域脆弱性,蛋白质改变主要表现在ALDH5A1基因敲除小鼠的海马和大脑皮层。这些区域显示出与氨基酸稳态相关的蛋白质的异常表达,线粒体,胶质功能,和髓鞘形成。在急性分离的脑切片中的稳定同位素示踪表明葡萄糖的整体维持氧化代谢,而是选择性降低ALDH5A1敲除小鼠大脑皮层中星形胶质细胞的代谢活性。相比之下,在ALDH5A1敲除脑中观察到氧化谷氨酰胺代谢能力升高,这可以作为受损的星形胶质细胞谷氨酰胺供应的神经元补偿。除了关键少突胶质细胞蛋白的表达减少外,在ALDH5A1敲除小鼠的大脑中发现了富含髓磷脂的鞘脂的严重消耗,提示髓鞘变性.总之,我们的研究强调,受损的星形胶质细胞和少突胶质细胞功能与SSADH缺乏病理密切相关,提示选择性靶向神经胶质细胞可能在这种疾病中具有治疗潜力。
    The neurometabolic disorder succinic semialdehyde dehydrogenase (SSADH) deficiency leads to great neurochemical imbalances and severe neurological manifestations. The cause of the disease is loss of function of the enzyme SSADH, leading to impaired metabolism of the principal inhibitory neurotransmitter GABA. Despite the known identity of the enzymatic deficit, the underlying pathology of SSADH deficiency remains unclear. To uncover new mechanisms of the disease, we performed an untargeted integrative analysis of cerebral protein expression, functional metabolism, and lipid composition in a genetic mouse model of SSADH deficiency (ALDH5A1 knockout mice). Our proteomic analysis revealed a clear regional vulnerability, as protein alterations primarily manifested in the hippocampus and cerebral cortex of the ALDH5A1 knockout mice. These regions displayed aberrant expression of proteins linked to amino acid homeostasis, mitochondria, glial function, and myelination. Stable isotope tracing in acutely isolated brain slices demonstrated an overall maintained oxidative metabolism of glucose, but a selective decrease in astrocyte metabolic activity in the cerebral cortex of ALDH5A1 knockout mice. In contrast, an elevated capacity of oxidative glutamine metabolism was observed in the ALDH5A1 knockout brain, which may serve as a neuronal compensation of impaired astrocyte glutamine provision. In addition to reduced expression of critical oligodendrocyte proteins, a severe depletion of myelin-enriched sphingolipids was found in the brains of ALDH5A1 knockout mice, suggesting degeneration of myelin. Altogether, our study highlights that impaired astrocyte and oligodendrocyte function is intimately linked to SSADH deficiency pathology, suggesting that selective targeting of glial cells may hold therapeutic potential in this disease.
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  • 文章类型: Journal Article
    通过各种突变或毒素改变线粒体代谢导致各种神经病症。与年龄相关的能量代谢变化也可能是神经退行性疾病的触发因素。尽管如此,目前尚不清楚ATP生产的恢复或脑细胞补充能量生产基质是否具有神经保护作用。使用原代神经元和星形胶质细胞,我们研究了能量代谢的各种底物是否可以改善线粒体代谢并刺激ATP的产生,以及增加的ATP水平是否可以保护细胞免受谷氨酸兴奋性毒性和神经变性。我们发现用几种底物补充神经元,或其组合,对于TCA循环和细胞呼吸,和氧化磷酸化导致线粒体NADH水平和线粒体膜电位增加,并导致神经元和星形胶质细胞中ATP水平增加。随后,这些细胞在缺血或谷氨酸兴奋性毒性过程中被保护免受能量剥夺。向家族性帕金森氏病细胞提供能量代谢底物也可防止细胞死亡的触发。因此,恢复能量代谢和增加ATP的产生可以在神经变性中发挥神经保护作用。胆碱的琥珀酸盐和烟酰胺的组合提供了最好的结果。
    Alteration of mitochondrial metabolism by various mutations or toxins leads to various neurological conditions. Age-related changes in energy metabolism could also play the role of a trigger for neurodegenerative disorders. Nonetheless, it is not clear if restoration of ATP production or supplementation of brain cells with substrates for energy production could be neuroprotective. Using primary neurons and astrocytes, and neurons with familial forms of neurodegenerative disorders we studied whether various substrates of energy metabolism could improve mitochondrial metabolism and stimulate ATP production, and whether increased ATP levels could protect cells against glutamate excitotoxicity and neurodegeneration. We found that supplementation of neurons with several substrates, or combination thereof, for the TCA cycle and cellular respiration, and oxidative phosphorylation resulted in an increase in mitochondrial NADH level and in mitochondrial membrane potential and led to an increased level of ATP in neurons and astrocytes. Subsequently, these cells were protected against energy deprivation during ischemia or glutamate excitotoxicity. Provision of substrates for energy metabolism to cells with familial forms of Parkinson\'s disease also prevented triggering of cell death. Thus, restoration of energy metabolism and increase of ATP production can play neuroprotective role in neurodegeneration. A combination of a succinate salt of choline and nicotinamide provided the best results.
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  • 文章类型: Journal Article
    神经元在不同的细胞区室中具有不同和波动的能量需求,由与认知相关的大脑电化学活动形成。体外研究表明,线粒体从体细胞到轴突的运输是维持神经元能量稳态的关键。然而,神经元线粒体的空间分布是否在体内以经验依赖的方式动态调整仍然未知。在果蝇中,关联长期记忆(LTM)的形成是由蘑菇体(MB)神经元轴突区室中线粒体丙酮酸通量的早期和持续上调引发的。通过行为实验,神经元体细胞中线粒体形态的超分辨率分析和轴突光漂白(FRAP)测量后体内线粒体荧光恢复,我们表明LTM诱导,与短暂的记忆相反,通过某些线粒体从MB神经元体细胞中离开并在轴突区室中增加线粒体动力学来维持。因此,线粒体动力学受损消除了丙酮酸消耗的增加,特别是在间隔训练后,在MB轴突室中,从而防止LTM形成。因此,我们的结果促进了神经元线粒体网络的重组,这是详细阐述高阶认知过程的不可或缺的步骤。
    Neurons have differential and fluctuating energy needs across distinct cellular compartments, shaped by brain electrochemical activity associated with cognition. In vitro studies show that mitochondria transport from soma to axons is key to maintaining neuronal energy homeostasis. Nevertheless, whether the spatial distribution of neuronal mitochondria is dynamically adjusted in vivo in an experience-dependent manner remains unknown. In Drosophila, associative long-term memory (LTM) formation is initiated by an early and persistent upregulation of mitochondrial pyruvate flux in the axonal compartment of neurons in the mushroom body (MB). Through behavior experiments, super-resolution analysis of mitochondria morphology in the neuronal soma and in vivo mitochondrial fluorescence recovery after photobleaching (FRAP) measurements in the axons, we show that LTM induction, contrary to shorter-lived memories, is sustained by the departure of some mitochondria from MB neuronal soma and increased mitochondrial dynamics in the axonal compartment. Accordingly, impairing mitochondrial dynamics abolished the increased pyruvate consumption, specifically after spaced training and in the MB axonal compartment, thereby preventing LTM formation. Our results thus promote reorganization of the mitochondrial network in neurons as an integral step in elaborating high-order cognitive processes.
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  • 文章类型: Introductory Journal Article
    本序言介绍了特刊,标题为:“能量底物和微生物组随着衰老而控制脑生物能学和认知功能”,其中包括受邀演讲者和计划/组委会成员的手稿,他们参加了2022年10月24日至27日在圣达菲举行的第14届国际脑能量代谢会议(ICBEM),新墨西哥州,美国。会议涵盖了与神经元能量学相关的研究的最新进展,糖原在高级脑功能中的新兴作用,饮食干预对衰老的影响,记忆,和老年痴呆症,微生物组在肠道-大脑信号中的作用,与认知和记忆有关的星形胶质细胞-神经元相互作用,线粒体及其代谢物的新作用,和代谢神经成像在衰老和神经变性中的作用。该特刊包含有关这些主题的25份手稿,并向为大脑能量代谢做出重要贡献并参加了许多ICBEM会议的杰出科学家致敬。此外,其中两篇手稿描述了会议涵盖的许多主题领域的重要方向和未来研究的理由。
    This Preface introduces the Special Issue entitled, \"Energy Substrates and Microbiome Govern Brain Bioenergetics and Cognitive Function with Aging\", which is comprised of manuscripts contributed by invited speakers and program/organizing committee members who participated in the 14th International Conference on Brain Energy Metabolism (ICBEM) held on October 24-27, 2022 in Santa Fe, New Mexico, USA. The conference covered the latest developments in research related to neuronal energetics, emerging roles for glycogen in higher brain functions, the impact of dietary intervention on aging, memory, and Alzheimer\'s disease, roles of the microbiome in gut-brain signaling, astrocyte-neuron interactions related to cognition and memory, novel roles for mitochondria and their metabolites, and metabolic neuroimaging in aging and neurodegeneration. The special issue contains 25 manuscripts on these topics plus three tributes to outstanding scientists who have made important contributions to brain energy metabolism and participated in numerous ICBEM conferences. In addition, two of the manuscripts describe important directions and the rationale for future research in many thematic areas covered by the conference.
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  • 文章类型: Journal Article
    DYT-TOR1A(DYT1)肌张力障碍,以降低外显率和可疑的环境触发因素为特征,使用“第二次命中”DYT-TOR1A大鼠模型进行了探索。我们的目的是研究驱动转化为肌张力障碍表型的生物学机制,重点探讨纹状体在肌张力障碍病理生理中的作用。在ΔETorA大鼠中引起坐骨神经挤压损伤,缺乏自发性运动异常,和野生型(wt)大鼠。受伤后12周,对纹状体进行无偏RNA测序以鉴定差异表达基因(DEGs)和通路.非诺贝特,一种PPARα激动剂,被引入以评估其对基因表达的影响。18F-FDG放射自显影研究脑网络中的代谢改变。幼稚wt和ΔETorA大鼠(17DEG)之间存在低转录组变异性。与wt大鼠(216DEG)相比,坐骨神经损伤显着影响ΔETorA大鼠(1009DEG)。路径分析揭示了能量代谢的中断,特别是在脂肪酸β-氧化和葡萄糖代谢。非诺贝特在wt大鼠中诱导基因表达变化,但在ΔETorA大鼠中失败。非诺贝特增加了wt大鼠的肌张力障碍样运动,但减少了ΔETorA大鼠的肌张力障碍样运动。18F-FDG放射自显影显示,伤后大鼠的运动和体感皮质和纹状体中的葡萄糖代谢均得到改善。我们的发现强调了DYT-TOR1A肌张力障碍中的能量代谢途径,强调纹状体中PPARα激动剂功效受损。此外,我们发现大脑网络中葡萄糖代谢受损,提示肌张力障碍DYT-TOR1A大鼠能量底物利用的潜在变化。这些结果有助于了解DYT-TOR1A肌张力障碍的病理生理学和潜在治疗靶标。
    DYT-TOR1A (DYT1) dystonia, characterized by reduced penetrance and suspected environmental triggers, is explored using a \"second hit\" DYT-TOR1A rat model. We aim to investigate the biological mechanisms driving the conversion into a dystonic phenotype, focusing on the striatum\'s role in dystonia pathophysiology. Sciatic nerve crush injury was induced in ∆ETorA rats, lacking spontaneous motor abnormalities, and wild-type (wt) rats. Twelve weeks post-injury, unbiased RNA-sequencing was performed on the striatum to identify differentially expressed genes (DEGs) and pathways. Fenofibrate, a PPARα agonist, was introduced to assess its effects on gene expression. 18F-FDG autoradiography explored metabolic alterations in brain networks. Low transcriptomic variability existed between naïve wt and ∆ETorA rats (17 DEGs). Sciatic nerve injury significantly impacted ∆ETorA rats (1009 DEGs) compared to wt rats (216 DEGs). Pathway analyses revealed disruptions in energy metabolism, specifically in fatty acid β-oxidation and glucose metabolism. Fenofibrate induced gene expression changes in wt rats but failed in ∆ETorA rats. Fenofibrate increased dystonia-like movements in wt rats but reduced them in ∆ETorA rats. 18F-FDG autoradiography indicated modified glucose metabolism in motor and somatosensory cortices and striatum in both ∆ETorA and wt rats post-injury. Our findings highlight perturbed energy metabolism pathways in DYT-TOR1A dystonia, emphasizing compromised PPARα agonist efficacy in the striatum. Furthermore, we identify impaired glucose metabolism in the brain network, suggesting a potential shift in energy substrate utilization in dystonic DYT-TOR1A rats. These results contribute to understanding the pathophysiology and potential therapeutic targets for DYT-TOR1A dystonia.
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  • 文章类型: Journal Article
    在这项研究中,评估了衰老过程中慢性高血压患者大脑皮层线粒体代谢所经历的亚细胞修饰。三羧酸循环(TCA)的调节能量连接酶的催化特性,在非突触线粒体上测定电子传输链(ETC)和谷氨酸代谢(FM,位于突触后室中)和突触前室的突触内线粒体上,进一步分为“轻”(LM)和“重”(HM)线粒体,在6、12和18个月时,正常血压的WistarKyoto大鼠(WKY)与自发性高血压大鼠(SHR)的大脑皮层纯化。在生理衰老期间,代谢机制在突触前和突触后区室中表达不同:LM和最重要的HM受衰老的影响更大,显示较低的ETC活动。在SHR6个月时,FM和LM显示TCA和ETC之间的解耦,可能是对高血压的初始适应性反应。在病理性衰老期间,HM在SHR的12个月时尤其受到影响,好像在6个月时FM和LM的适应性修改赋予了线粒体功能平衡,而在18个月时,与WKY相比,所有神经元线粒体的代谢通量均降低。这项研究通过亚细胞水平的酶的功能蛋白质组学描述了慢性高血压对衰老过程中脑线粒体能量代谢的影响,即在神经元体细胞和突触中。此外,这代表了设想实验病理生理学模型的起点,该模型也可用于药理学研究,评估可能共存和/或由慢性高血压引起的年龄相关病理发展过程中的药物作用。
    In this study the subcellular modifications undergone by cerebral cortex mitochondrial metabolism in chronic hypertension during aging were evaluated. The catalytic properties of regulatory energy-linked enzymes of Tricarboxylic Acid Cycle (TCA), Electron Transport Chain (ETC) and glutamate metabolism were assayed on non-synaptic mitochondria (FM, located in post-synaptic compartment) and on intra-synaptic mitochondria of pre-synaptic compartment, furtherly divided in \"light\" (LM) and \"heavy\" (HM) mitochondria, purified form cerebral cortex of normotensive Wistar Kyoto Rats (WKY) versus Spontaneously Hypertensive Rats (SHR) at 6, 12 and 18 months. During physiological aging, the metabolic machinery was differently expressed in pre- and post-synaptic compartments: LM and above all HM were more affected by aging, displaying lower ETC activities. In SHR at 6 months, FM and LM showed an uncoupling between TCA and ETC, likely as initial adaptive response to hypertension. During pathological aging, HM were particularly affected at 12 months in SHR, as if the adaptive modifications in FM and LM at 6 months granted a mitochondrial functional balance, while at 18 months all the neuronal mitochondria displayed decreased metabolic fluxes versus WKY. This study describes the effects of chronic hypertension on cerebral mitochondrial energy metabolism during aging through functional proteomics of enzymes at subcellular levels, i.e. in neuronal soma and synapses. In addition, this represents the starting point to envisage an experimental physiopathological model which could be useful also for pharmacological studies, to assess drug actions during the development of age-related pathologies that could coexist and/or are provoked by chronic hypertension.
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  • 文章类型: Journal Article
    最近的热力学模型表明,维持脑组织O2与CO2的比例(缩写为组织O2/CO2)对于保持葡萄糖氧化代谢产生的熵增加至关重要。随着可用熵的下降,导致磷酸化潜力降低和脑能量代谢受损。这为在保存组织O2/CO2方面理解不同条件下的生理反应提供了新的视角。为了能够估计人脑中的组织O2/CO2,建立了详细的O2和CO2传输数学模型,并应用于报告对不同挑战的生理反应,问:组织O2/CO2保存得如何?报告了神经活动增加的实验结果,高海拔导致的高碳酸血症和缺氧与保留组织O2/CO2一致。结果强调了控制组织O2/CO2的两种生理机制:脑血流量,调节组织O2;和通气率,调节组织二氧化碳。缺氧模型集中在高海拔地区的人类,包括适应的低地居民以及西藏和安第斯适应的人口,主要发现,通过增加通气率减少CO2比增加血红蛋白含量以维持O2向组织的输送更有效地保存组织O2/CO2。这项工作的重点是特定生理反应所提供的功能,潜在的机制需要进一步调查。该模型提供了一个新的框架和观点,用于了解血流和其他生理因素如何在广泛的条件下支持大脑中的能量代谢。关键点:热力学模型表明,保持脑组织中的O2/CO2比率对于保持葡萄糖氧化代谢产生的熵变化和能量代谢潜在的磷酸化潜力至关重要。开发了O2和CO2运输的详细模型,以估算不同生理状态下人脑中的组织O2/CO2比率。报告了缺氧期间的实验结果,高碳酸血症和响应神经活动增加的氧代谢率增加与维持脑组织O2/CO2比一致。人类高海拔适应和适应的缺氧模型证明了减少CO2并增加通气以保留组织O2/CO2的关键作用。组织O2/CO2的保存为了解在不同条件下观察到的生理反应在保存脑能量代谢方面的功能提供了新的视角,尽管这些功能背后的机制还没有得到很好的理解。
    Recent thermodynamic modelling indicates that maintaining the brain tissue ratio of O2 to CO2 (abbreviated tissue O2 /CO2 ) is critical for preserving the entropy increase available from oxidative metabolism of glucose, with a fall of that available entropy leading to a reduction of the phosphorylation potential and impairment of brain energy metabolism. This provides a novel perspective for understanding physiological responses under different conditions in terms of preserving tissue O2 /CO2 . To enable estimation of tissue O2 /CO2 in the human brain, a detailed mathematical model of O2 and CO2 transport was developed, and applied to reported physiological responses to different challenges, asking: how well is tissue O2 /CO2 preserved? Reported experimental results for increased neural activity, hypercapnia and hypoxia due to high altitude are consistent with preserving tissue O2 /CO2 . The results highlight two physiological mechanisms that control tissue O2 /CO2 : cerebral blood flow, which modulates tissue O2 ; and ventilation rate, which modulates tissue CO2 . The hypoxia modelling focused on humans at high altitude, including acclimatized lowlanders and Tibetan and Andean adapted populations, with a primary finding that decreasing CO2 by increasing ventilation rate is more effective for preserving tissue O2 /CO2 than increasing blood haemoglobin content to maintain O2 delivery to tissue. This work focused on the function served by particular physiological responses, and the underlying mechanisms require further investigation. The modelling provides a new framework and perspective for understanding how blood flow and other physiological factors support energy metabolism in the brain under a wide range of conditions. KEY POINTS: Thermodynamic modelling indicates that preserving the O2 /CO2 ratio in brain tissue is critical for preserving the entropy change available from oxidative metabolism of glucose and the phosphorylation potential underlying energy metabolism. A detailed model of O2 and CO2 transport was developed to allow estimation of the tissue O2 /CO2 ratio in the human brain in different physiological states. Reported experimental results during hypoxia, hypercapnia and increased oxygen metabolic rate in response to increased neural activity are consistent with maintaining brain tissue O2 /CO2 ratio. The hypoxia modelling of high-altitude acclimatization and adaptation in humans demonstrates the critical role of reducing CO2 with increased ventilation for preserving tissue O2 /CO2 . Preservation of tissue O2 /CO2 provides a novel perspective for understanding the function of observed physiological responses under different conditions in terms of preserving brain energy metabolism, although the mechanisms underlying these functions are not well understood.
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  • 文章类型: Journal Article
    衰老是认知能力下降和过渡到痴呆症的主要风险。一个众所周知的与年龄相关的变化涉及大脑效率和能量产生的降低,部分由线粒体功能的变化介导。线粒体受损或功能失调与年龄相关的神经退行性疾病如阿尔茨海默病(AD)的发病机理有关。本研究的目的是调查70名具有主观记忆障碍和一级AD家族史的认知正常老年人的额叶和颞叶区域的线粒体功能。根据颞叶的高能耗,我们假设大脑线粒体功能和能量代谢在时间上比额叶区域更大(即,海马体)。为了检验这个假设,我们使用磷(31P)磁共振波谱(MRS),这是一种非侵入性和强大的方法,用于通过高能磷酸盐和磷脂代谢比率研究体内线粒体功能。我们使用了单体素方法(左颞叶和双侧前额叶)来达到最佳灵敏度。单独重复测量方差分析的结果表明,静态能量的31PMRS比率,能源储备,能源消耗,能源需求,左侧颞叶的磷脂膜代谢高于双侧前额叶体素。我们的发现,所有31PMRS比率在颞叶区域均大于双额叶区域,这支持了我们的假设。未来的研究需要确定这些发现是否与老年人的认知有关。
    Aging is a major risk for cognitive decline and transition to dementia. One well-known age-related change involves decreased brain efficiency and energy production, mediated in part by changes in mitochondrial function. Damaged or dysfunctional mitochondria have been implicated in the pathogenesis of age-related neurodegenerative conditions like Alzheimer\'s disease (AD). The aim of the current study was to investigate mitochondrial function over frontal and temporal regions in a sample of 70 cognitively normal older adults with subjective memory complaints and a first-degree family history of AD. We hypothesized cerebral mitochondrial function and energy metabolism would be greater in temporal as compared to frontal regions based on the high energy consumption in the temporal lobes (i.e., hippocampus). To test this hypothesis, we used phosphorous (31P) magnetic resonance spectroscopy (MRS) which is a non-invasive and powerful method for investigating in vivo mitochondrial function via high energy phosphates and phospholipid metabolism ratios. We used a single voxel method (left temporal and bilateral prefrontal) to achieve optimal sensitivity. Results of separate repeated measures analyses of variance showed 31P MRS ratios of static energy, energy reserve, energy consumption, energy demand, and phospholipid membrane metabolism were greater in the left temporal than bilateral prefrontal voxels. Our findings that all 31P MRS ratios were greater in temporal than bifrontal regions support our hypothesis. Future studies are needed to determine whether findings are related to cognition in older adults.
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  • 文章类型: Journal Article
    神经群体建模,包括神经吸引子的作用,是了解大脑功能许多方面的一个有前途的工具。我们提出了一个建模框架,将建模中使用的抽象变量与神经活动不同方面的生物能量成本的最新细胞水平估计联系起来。以每个神经元每秒消耗的ATP来衡量。根据最近的工作,在几种哺乳动物物种中,大脑ATP用于清醒静息大脑的经验参考估计为〜2x109ATP/s神经元。将能量学框架应用于两个相互作用的神经元种群的Wilson-Cowan(WC)模型,一种兴奋性(E)和一种抑制性(I)。吸引物被认为表现出稳态行为和极限循环行为,当兴奋性刺激结束时,两者都结束,以及刺激结束后持续的持续活动。极限循环的能量成本,振荡比人口的平均神经元放电速率快得多,比极限循环频率更紧密地跟踪点火速率。由循环激励驱动的自持射击,虽然,涉及更高的点火率和更高的能源成本。作为一个简单网络的例子,其中每个节点都是一个WC模型,三个节点的组合可以作为一个灵活的电路元件,当输入超过阈值时,以振荡输出打开,然后在输入结束后保持不变(一个“开开关”),总体ATP使用适度。所提出的框架可以作为将神经群体模型锚定到合理的生物能量学要求的指导。
    Neural population modeling, including the role of neural attractors, is a promising tool for understanding many aspects of brain function. We propose a modeling framework to connect the abstract variables used in modeling to recent cellular-level estimates of the bioenergetic costs of different aspects of neural activity, measured in ATP consumed per second per neuron. Based on recent work, an empirical reference for brain ATP use for the awake resting brain was estimated as ∼2 × 109 ATP/s-neuron across several mammalian species. The energetics framework was applied to the Wilson-Cowan (WC) model of two interacting populations of neurons, one excitatory (E) and one inhibitory (I). Attractors were considered to exhibit steady-state behavior and limit cycle behavior, both of which end when the excitatory stimulus ends, and sustained activity that persists after the stimulus ends. The energy cost of limit cycles, with oscillations much faster than the average neuronal firing rate of the population, is tracked more closely with the firing rate than the limit cycle frequency. Self-sustained firing driven by recurrent excitation, though, involves higher firing rates and a higher energy cost. As an example of a simple network in which each node is a WC model, a combination of three nodes can serve as a flexible circuit element that turns on with an oscillating output when input passes a threshold and then persists after the input ends (an \"on-switch\"), with moderate overall ATP use. The proposed framework can serve as a guide for anchoring neural population models to plausible bioenergetics requirements.NEW & NOTEWORTHY This work bridges two approaches for understanding brain function: cellular-level studies of the metabolic energy costs of different aspects of neural activity and neural population modeling, including the role of neural attractors. The proposed modeling framework connects energetic costs, in ATP consumed per second per neuron, to the more abstract variables used in neural population modeling. In particular, this work anchors potential neural attractors to physiologically plausible bioenergetics requirements.
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