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Optimising low-energy defibrillation in 2D cardiac tissue with a genetic algorithm. 用遗传算法优化二维心脏组织的低能除颤。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1172454
Marcel Aron, Thomas Lilienkamp, Stefan Luther, Ulrich Parlitz

Sequences of low-energy electrical pulses can effectively terminate ventricular fibrillation (VF) and avoid the side effects of conventional high-energy electrical defibrillation shocks, including tissue damage, traumatic pain, and worsening of prognosis. However, the systematic optimisation of sequences of low-energy pulses remains a major challenge. Using 2D simulations of homogeneous cardiac tissue and a genetic algorithm, we demonstrate the optimisation of sequences with non-uniform pulse energies and time intervals between consecutive pulses for efficient VF termination. We further identify model-dependent reductions of total pacing energy ranging from 4% to 80% compared to reference adaptive-deceleration pacing (ADP) protocols of equal success rate (100%).

低能量电脉冲序列可以有效地终止心室颤动(VF),避免常规高能电除颤的副作用,包括组织损伤、创伤性疼痛和预后恶化。然而,低能量脉冲序列的系统优化仍然是一个主要挑战。利用均匀心脏组织的二维模拟和遗传算法,我们演示了具有非均匀脉冲能量和连续脉冲之间时间间隔的序列的优化,以实现有效的VF终止。我们进一步确定了与同等成功率(100%)的参考自适应减速起搏(ADP)方案相比,模型相关的总起搏能量减少幅度为~ 4%至~ 80%。
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引用次数: 0
Neuron arbor geometry is sensitive to the limited-range fractal properties of their dendrites. 神经元乔木几何对其树突的有限范围分形特性很敏感。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1072815
Conor Rowland, Julian H Smith, Saba Moslehi, Bruce Harland, John Dalrymple-Alford, Richard P Taylor

Fractal geometry is a well-known model for capturing the multi-scaled complexity of many natural objects. By analyzing three-dimensional images of pyramidal neurons in the rat hippocampus CA1 region, we examine how the individual dendrites within the neuron arbor relate to the fractal properties of the arbor as a whole. We find that the dendrites reveal unexpectedly mild fractal characteristics quantified by a low fractal dimension. This is confirmed by comparing two fractal methods-a traditional "coastline" method and a novel method that examines the dendrites' tortuosity across multiple scales. This comparison also allows the dendrites' fractal geometry to be related to more traditional measures of their complexity. In contrast, the arbor's fractal characteristics are quantified by a much higher fractal dimension. Employing distorted neuron models that modify the dendritic patterns, deviations from natural dendrite behavior are found to induce large systematic changes in the arbor's structure and its connectivity within a neural network. We discuss how this sensitivity to dendrite fractality impacts neuron functionality in terms of balancing neuron connectivity with its operating costs. We also consider implications for applications focusing on deviations from natural behavior, including pathological conditions and investigations of neuron interactions with artificial surfaces in human implants.

分形几何是一个众所周知的模型,用于捕获许多自然物体的多尺度复杂性。通过分析大鼠海马CA1区锥体神经元的三维图像,我们研究了神经元乔木内的单个树突如何与整个乔木的分形特性相关。我们发现树突表现出意想不到的温和的分形特征,由低分形维数量化。通过比较两种分形方法——一种传统的“海岸线”方法和一种检测树突在多个尺度上扭曲度的新方法——可以证实这一点。这种比较也允许树突的分形几何与更传统的复杂性度量相关联。相比之下,乔木的分形特征可以用更高的分形维数来量化。采用扭曲的神经元模型来修改树突模式,发现偏离自然树突行为会导致乔木结构及其在神经网络中的连通性发生大的系统性变化。我们讨论了这种对树突分形的敏感性如何影响神经元功能,以平衡神经元连接及其运行成本。我们还考虑了应用的影响,重点是偏离自然行为,包括病理条件和研究神经元与人工植入物表面的相互作用。
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引用次数: 0
The impact of HCN4 channels on CNS brain networks as a new target in pain development. HCN4通道作为疼痛发展的新靶点对中枢神经系统脑网络的影响。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1090502
Maximilian Häfele, Silke Kreitz, Andreas Ludwig, Andreas Hess, Isabel Wank

While it is well established that the isoform 2 of the hyperpolarization-activated cyclic nucleotide-gated cation channel (HCN2) plays an important role in the development and maintenance of pain, the role of the closely related HCN4 isoform in the processing of nociceptive signals is not known. HCN4 channels are highly expressed in the thalamus, a region important for stimulus transmission and information processing. We used a brain-specific HCN4-knockout mouse line (HCN4-KO) to explore the role of HCN4 channels in acute nociceptive processing using several behavioral tests as well as a multimodal magnetic resonance imaging (MRI) approach. Functional MRI (fMRI) brain responses were measured during acute peripheral thermal stimulation complemented by resting state (RS) before and after stimulation. The data were analyzed by conventional and graph-theoretical approaches. Finally, high-resolution anatomical brain data were acquired. HCN4-KO animals showed a central thermal, but not a mechanical hypersensitivity in behavioral experiments. The open field analysis showed no significant differences in motor readouts between HCN4-KO and controls but uncovered increased anxiety in the HCN4-KO mice. Thermal stimulus-driven fMRI (s-fMRI) data revealed increased response volumes and response amplitudes for HCN4-KO, most pronounced at lower stimulation temperatures in the subcortical input, the amygdala as well as in limbic/hippocampal regions, and in the cerebellum. These findings could be cross-validated by graph-theoretical analyses. Assessment of short-term RS before and after thermal stimulation revealed that stimulation-related modulations of the functional connectivity only occurred in control animals. This was consistent with the finding that the hippocampus was found to be smaller in HCN4-KO. In summary, the deletion of HCN4 channels impacts on processing of acute nociception, which is remarkably manifested as a thermal hypersensitive phenotype. This was mediated by the key regions hypothalamus, somatosensory cortex, cerebellum and the amygdala. As consequence, HCN4-KO mice were more anxious, and their brain-wide RS functional connectivity could not be modulated by thermal nociceptive stimulation.

众所周知,超极化激活的环核苷酸门控阳离子通道(HCN2)的异构体2在疼痛的发生和维持中起着重要作用,但密切相关的HCN4异构体在伤害性信号加工中的作用尚不清楚。HCN4通道在丘脑中高度表达,丘脑是刺激传递和信息处理的重要区域。我们使用脑特异性HCN4敲除小鼠品系(HCN4- ko),通过几种行为测试和多模态磁共振成像(MRI)方法来探索HCN4通道在急性伤害性加工中的作用。在急性外周热刺激期间测量脑功能磁共振成像(fMRI)反应,并辅以刺激前后的静息状态(RS)。采用常规方法和图理论方法对数据进行分析。最后,获得高分辨率脑解剖数据。在行为实验中,HCN4-KO动物表现出中枢热反应,但未表现出机械超敏反应。开放场分析显示,HCN4-KO和对照组之间的运动读数没有显著差异,但发现HCN4-KO小鼠的焦虑增加。热刺激驱动的功能磁共振成像(s-fMRI)数据显示,HCN4-KO的反应量和反应幅度增加,在较低的刺激温度下,皮层下输入、杏仁核、边缘/海马区和小脑的反应量和反应幅度增加最为明显。这些发现可以通过图理论分析进行交叉验证。热刺激前后的短期RS评估显示,刺激相关的功能连接调节仅发生在对照动物中。这与HCN4-KO的海马体较小的发现是一致的。综上所述,HCN4通道的缺失影响了急性伤害感觉的加工,其显著表现为热超敏表型。这是由下丘脑、体感皮层、小脑和杏仁核等关键区域介导的。结果,HCN4-KO小鼠更加焦虑,并且它们的全脑RS功能连通性不能被热伤害性刺激调节。
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引用次数: 0
Depression as a cardiovascular disorder: central-autonomic network, brain-heart axis, and vagal perspectives of low mood. 抑郁症作为一种心血管疾病:低情绪的中枢-自主神经网络、脑-心轴和迷走神经视角。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1125495
Gaetano Valenza

If depressive symptoms are not caused by the physiological effects of a substance or other medical or neurological conditions, they are generally classified as mental disorders that target the central nervous system. However, recent evidence suggests that peripheral neural dynamics on cardiovascular control play a causal role in regulating and processing emotions. In this perspective, we explore the dynamics of the Central-Autonomic Network (CAN) and related brain-heart interplay (BHI), highlighting their psychophysiological correlates and clinical symptoms of depression. Thus, we suggest that depression may arise from dysregulated cardiac vagal and sympathovagal dynamics that lead to CAN and BHI dysfunctions. Therefore, treatments for depression should target the nervous system as a whole, with particular emphasis on regulating vagal and BHI dynamics.

如果抑郁症状不是由某种物质的生理作用或其他医学或神经系统疾病引起的,它们通常被归类为针对中枢神经系统的精神障碍。然而,最近的证据表明,心血管控制的周围神经动力学在调节和处理情绪中起因果作用。从这个角度来看,我们探讨了中枢-自主神经网络(CAN)和相关的脑-心相互作用(BHI)的动力学,强调了它们的心理生理相关性和抑郁症的临床症状。因此,我们认为抑郁症可能是由心脏迷走神经和交感迷走神经动力学失调引起的,导致CAN和BHI功能障碍。因此,抑郁症的治疗应该针对整个神经系统,特别强调调节迷走神经和BHI动力学。
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引用次数: 3
Reduced tubuloglomerular feedback activity and absence of its synchronization in a connexin40 knockout rat. connecin40基因敲除大鼠的小管肾小球反馈活性降低和缺乏同步。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1208303
Heather L More, Branko Braam, William A Cupples

Introduction: Tubuloglomerular feedback (TGF) is the negative feedback component of renal blood flow (RBF) autoregulation. Neighbouring nephrons often exhibit spontaneous TGF oscillation and synchronization mediated by endothelial communication, largely via connexin40 (Cx40). Methods: We had a knockout (KO) rat made that lacks Cx40. One base pair was altered to create a stop codon in exon 1 of Gja5, the gene that encodes Cx40 (the strain is WKY-Gja55em1Mcwi). Blood pressure (BP)-RBF transfer functions probed RBF dynamics and laser speckle imaging interrogated the dynamics of multiple efferent arterioles that reach the surface (star vessels). Results: The distribution of wild type (WT), heterozygote, and KO pups at weaning approximated the Mendelian ratio of 1:2:1; growth did not differ among the three strains. The KO rats were hypertensive. BP-RBF transfer functions showed low gain of the myogenic mechanism and a smaller TGF resonance peak in KO than in WT rats. Laser speckle imaging showed that myogenic mechanism had higher frequency in KO than in WT rats, but similar maximum spectral power. In contrast, the TGF frequency was similar while peak power of its oscillation was much smaller in KO than in WT rats. In WT rats, plots of instantaneous TGF phase revealed BP-independent TGF synchronization among star vessels. The synchronization could be both prolonged and widespread. In KO rats TGF synchronization was not seen, although BP transients could elicit short-lived TGF entrainment. Discussion: Despite the reduced TGF spectral power in KO rats, there was sufficient TGF gain to induce oscillations and therefore enough gain to be effective locally. We conclude that failure to synchronize is dependent, at least in part, on impaired conducted vasomotor responses.

导言:管肾小球反馈(TGF)是肾血流(RBF)自动调节的负反馈成分。邻近的肾单位经常表现出自发的TGF振荡和同步,主要是通过内皮细胞的通讯介导,主要是通过connexin40 (Cx40)。方法:制备缺乏Cx40基因敲除(KO)大鼠。一个碱基对被改变,在编码Cx40的基因Gja5的外显子1上产生一个停止密码子(菌株是WKY-Gja55em1Mcwi)。血压(BP)-RBF传递函数探测RBF动力学,激光散斑成像询问到达表面的多个传出小动脉(星形血管)的动力学。结果:野生型(WT)、杂合子和KO幼崽在断奶时的分布近似于孟德尔比例1:2:1;三个菌株之间的生长没有差异。KO大鼠有高血压。BP-RBF传递函数在KO大鼠中表现出较低的成肌机制增益和较低的TGF共振峰。激光散斑成像显示,KO大鼠的肌生成机制频率高于WT大鼠,但最大光谱功率相似。相比之下,KO大鼠的TGF频率相似,其振荡的峰值功率远小于WT大鼠。在WT大鼠中,瞬时TGF相位图显示了星形血管中与bp无关的TGF同步。这种同步可能是长期和广泛的。在KO大鼠中没有观察到TGF同步,尽管BP瞬态可以引起短暂的TGF携带。讨论:尽管在KO大鼠中TGF谱功率降低,但有足够的TGF增益诱导振荡,因此有足够的增益局部有效。我们的结论是,同步失败至少部分依赖于传导血管舒缩反应受损。
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引用次数: 0
Impact of biological rhythms on the importance hierarchy of constituents in time-dependent functional brain networks. 生物节律对时间依赖功能脑网络中成分重要性层次的影响。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1237004
Timo Bröhl, Randi von Wrede, Klaus Lehnertz

Biological rhythms are natural, endogenous cycles with period lengths ranging from less than 24 h (ultradian rhythms) to more than 24 h (infradian rhythms). The impact of the circadian rhythm (approximately 24 h) and ultradian rhythms on spectral characteristics of electroencephalographic (EEG) signals has been investigated for more than half a century. Yet, only little is known on how biological rhythms influence the properties of EEG-derived evolving functional brain networks. Here, we derive such networks from multiday, multichannel EEG recordings and use different centrality concepts to assess the time-varying importance hierarchy of the networks' vertices and edges as well as the various aspects of their structural integration in the network. We observe strong circadian and ultradian influences that highlight distinct subnetworks in the evolving functional brain networks. Our findings indicate the existence of a vital and fundamental subnetwork that is rather generally involved in ongoing brain activities during wakefulness and sleep.

生物节律是自然的内源性周期,周期长度从小于24小时(超昼夜节律)到大于24小时(次昼夜节律)不等。半个多世纪以来,人们一直在研究昼夜节律(约24小时)和超昼夜节律对脑电图信号频谱特征的影响。然而,对于生物节律如何影响脑电图衍生的进化功能脑网络的特性,人们知之甚少。在这里,我们从多日、多通道的脑电图记录中推导出这样的网络,并使用不同的中心性概念来评估网络顶点和边缘的时变重要性层次,以及它们在网络中结构集成的各个方面。我们观察到强烈的昼夜节律和超昼夜影响,突出了进化功能脑网络中不同的子网络。我们的研究结果表明,在清醒和睡眠期间,存在一个重要而基本的子网络,它通常参与正在进行的大脑活动。
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引用次数: 0
Case report: Cortico-ocular interaction networks in NBA2K. 病例报告:NBA2K的皮质-眼相互作用网络。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1151832
Andreas Stamatis, Sergi Garcia-Retortillo, Grant B Morgan, Ana Sanchez-Moreno

The sport industry has never seen growth such as eSports'. Using synchronized monitoring of two biological processes on a 25-year-old gamer, we investigated how his brain (via EEG) and eyes (via pupil dilation) interacted dynamically over time as an integrated network during NBA2K playing time. After the spectral decomposition of the different Brain and Eye signals into seven frequency bands, we calculated the bivariate equal-time Pearson's cross-correlation between each pair of EEG/Eye spectral power time series. On average, our results show a reorganization of the cortico-muscular network across three sessions (e.g., new interactions, hemispheric asymmetry). These preliminary findings highlight the potential need for individualized, specific, adaptive, and periodized interventions and encourage the continuation of this line of research for the creation of general theories of networks in eSports gaming. Future studies should recruit larger samples, investigate different games, and explore cross-frequency coordination among other key organ systems.

体育产业从未出现过电子竞技这样的增长。通过对一名25岁玩家的两种生物过程进行同步监测,我们研究了他的大脑(通过脑电图)和眼睛(通过瞳孔扩张)在玩《NBA2K》时如何作为一个综合网络随时间动态互动。将不同脑眼信号的频谱分解为7个频段后,计算每对EEG/Eye频谱功率时间序列之间的二元等时Pearson互相关。平均而言,我们的结果显示皮质-肌肉网络的重组跨越三个阶段(例如,新的相互作用,半球不对称)。这些初步发现强调了个性化、特定、适应性和阶段性干预的潜在需求,并鼓励继续进行这方面的研究,以创建电子竞技游戏网络的一般理论。未来的研究应该招募更大的样本,调查不同的游戏,并探索其他关键器官系统之间的交叉频率协调。
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引用次数: 0
rTMS in mental health disorders. rTMS在精神健康障碍中的应用
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.943223
Kneginja Richter, Stefanie Kellner, Christiane Licht
Transcranial magnetic stimulation (TMS) is an innovative and non-invasive technique used in the diagnosis and treatment of psychiatric and neurological disorders. Repetitive TMS (rTMS) can modulate neuronal activity, neuroplasticity and arousal of the waking and sleeping brain, and, more generally, overall mental health. Numerous studies have examined the predictors of the efficacy of rTMS on clinical outcome variables in various psychiatric disorders. These predictors often encompass the stimulated brain region’s location, electroencephalogram (EEG) activity patterns, potential morphological and neurophysiological anomalies, and individual patient’s response to treatment. Most commonly, rTMS is used in awake patients with depression, catatonia, and tinnitus. Interestingly, rTMS has also shown promise in inducing slow-wave oscillations in insomnia patients, opening avenues for future research into the potential beneficial effects of these oscillations on reports of non-restorative sleep. Furthermore, neurophysiological measures emerge as potential, disease-specific biomarkers, aiding in predicting treatment response and monitoring post-treatment changes. The study posits the convergence of neurophysiological biomarkers and individually tailored rTMS treatments as a gateway to a new era in psychiatric care. The potential of rTMS to induce slow-wave activity also surfaces as a significant contribution to personalized treatment approaches. Further investigations are called for to validate the imaging and electrophysiological biomarkers associated with rTMS. In conclusion, the potential for rTMS to significantly redefine treatment strategies through personalized approaches could enhance the outcomes in neuropsychiatric disorders.
经颅磁刺激(TMS)是一种创新的非侵入性技术,用于精神和神经疾病的诊断和治疗。重复性经颅磁刺激(rTMS)可以调节神经元活动、神经可塑性和清醒和睡眠时大脑的觉醒,更广泛地说,可以调节整体心理健康。许多研究已经检查了rTMS对各种精神疾病临床结果变量的疗效的预测因子。这些预测因素通常包括受刺激脑区域的位置、脑电图(EEG)活动模式、潜在的形态学和神经生理学异常以及个体患者对治疗的反应。最常见的是,rTMS用于患有抑郁症、紧张症和耳鸣的清醒患者。有趣的是,rTMS也显示出在失眠患者中诱导慢波振荡的前景,为未来研究这些振荡对非恢复性睡眠的潜在有益影响开辟了道路。此外,神经生理学测量作为潜在的疾病特异性生物标志物出现,有助于预测治疗反应和监测治疗后的变化。该研究假设神经生理生物标志物和个性化rTMS治疗的融合是通往精神病学护理新时代的门户。rTMS诱导慢波活动的潜力也被认为是个性化治疗方法的重要贡献。需要进一步的研究来验证与rTMS相关的成像和电生理生物标志物。总之,rTMS有可能通过个性化的方法来重新定义治疗策略,从而提高神经精神疾病的治疗效果。
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引用次数: 0
Astrocytic modulation of neuronal signalling. 星形细胞对神经元信号的调节。
Pub Date : 2023-01-01 DOI: 10.3389/fnetp.2023.1205544
Sushmitha S Purushotham, Yossi Buskila

Neuronal signalling is a key element in neuronal communication and is essential for the proper functioning of the CNS. Astrocytes, the most prominent glia in the brain play a key role in modulating neuronal signalling at the molecular, synaptic, cellular, and network levels. Over the past few decades, our knowledge about astrocytes and their functioning has evolved from considering them as merely a brain glue that provides structural support to neurons, to key communication elements. Astrocytes can regulate the activity of neurons by controlling the concentrations of ions and neurotransmitters in the extracellular milieu, as well as releasing chemicals and gliotransmitters that modulate neuronal activity. The aim of this review is to summarise the main processes through which astrocytes are modulating brain function. We will systematically distinguish between direct and indirect pathways in which astrocytes affect neuronal signalling at all levels. Lastly, we will summarize pathological conditions that arise once these signalling pathways are impaired focusing on neurodegeneration.

神经元信号是神经元间交流的重要组成部分,对中枢神经系统的正常运作至关重要。星形胶质细胞是大脑中最重要的胶质细胞,在分子、突触、细胞和网络水平上调节神经元信号传导起着关键作用。在过去的几十年里,我们对星形胶质细胞及其功能的认识已经从仅仅认为它们是一种为神经元提供结构支持的脑胶,发展到关键的通信元素。星形胶质细胞可以通过控制细胞外环境中离子和神经递质的浓度来调节神经元的活动,并释放调节神经元活动的化学物质和胶质递质。本综述的目的是总结星形胶质细胞调节脑功能的主要过程。我们将系统地区分星形胶质细胞在所有水平上影响神经元信号的直接和间接途径。最后,我们将总结一旦这些信号通路受损后出现的病理情况,重点是神经变性。
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引用次数: 5
Phenomics in sport: Can emerging methodology drive advanced insights? 体育现象学:新兴的方法论能推动先进的见解吗?
Pub Date : 2022-11-24 eCollection Date: 2022-01-01 DOI: 10.3389/fnetp.2022.1060858
Adam W Kiefer, David T Martin

Methodologies in applied sport science have predominantly driven a reductionist grounding to component-specific mechanisms to drive athlete training and care. While linear mechanistic approaches provide useful insights, they have impeded progress in the development of more complex network physiology models that consider the temporal and spatial interactions of multiple factors within and across systems and subsystems. For this, a more sophisticated approach is needed and the development of such a methodological framework can be considered a Sport Grand Challenge. Specifically, a transdisciplinary phenomics-based scientific and modeling framework has merit. Phenomics is a relatively new area in human precision medicine, but it is also a developed area of research in the plant and evolutionary biology sciences. The convergence of innovative precision medicine, portable non-destructive measurement technologies, and advancements in modeling complex human behavior are central for the integration of phenomics into sport science. The approach enables application of concepts such as phenotypic fitness, plasticity, dose-response dynamics, critical windows, and multi-dimensional network models of behavior. In addition, profiles are grounded in indices of change, and models consider the athlete's performance or recovery trajectory as a function of their dynamic environment. This new framework is introduced across several example sport science domains for potential integration. Specific factors of emphasis are provided as potential candidate fitness variables and example profiles provide a generalizable modeling approach for precision training and care. Finally, considerations for the future are discussed, including scaling from individual athletes to teams and additional factors necessary for the successful implementation of phenomics.

应用体育科学的方法论主要推动了对特定成分机制的简化论基础,以推动运动员的训练和护理。虽然线性机制方法提供了有用的见解,但它们阻碍了更复杂的网络生理学模型的开发进展,该模型考虑了系统和子系统内和跨系统的多个因素的时间和空间相互作用。为此,需要一种更复杂的方法,制定这样一个方法框架可以被视为体育大挑战。具体而言,基于跨学科现象学的科学和建模框架是有价值的。表型学是人类精准医学中一个相对较新的领域,但它也是植物和进化生物学科学中一个发达的研究领域。创新的精准医学、便携式无损测量技术的融合,以及复杂人类行为建模的进步,是将表型学融入体育科学的核心。该方法能够应用表型适应度、可塑性、剂量反应动力学、临界窗口和行为的多维网络模型等概念。此外,档案以变化指数为基础,模型将运动员的表现或恢复轨迹视为其动态环境的函数。这一新框架是在几个示例体育科学领域中引入的,用于潜在的整合。特定的重点因素被提供为潜在的候选适应度变量,示例概况为精确训练和护理提供了一种可推广的建模方法。最后,讨论了未来的考虑因素,包括从单个运动员到团队的规模,以及成功实施表型组学所需的其他因素。
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引用次数: 0
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Frontiers in network physiology
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