Frontiers in network physiology最新文献

Combining interictal intracranial EEG and fMRI to compute a dynamic resting-state index for surgical outcome validation.

Frontiers in network physiology Pub Date : 2025-01-28 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1491967

Varina L Boerwinkle, Kristin M Gunnarsdottir, Bethany L Sussman, Sarah N Wyckoff, Emilio G Cediel, Belfin Robinson, William R Reuther, Aryan Kodali, Sridevi V Sarma

{"title":"Combining interictal intracranial EEG and fMRI to compute a dynamic resting-state index for surgical outcome validation.","authors":"Varina L Boerwinkle, Kristin M Gunnarsdottir, Bethany L Sussman, Sarah N Wyckoff, Emilio G Cediel, Belfin Robinson, William R Reuther, Aryan Kodali, Sridevi V Sarma","doi":"10.3389/fnetp.2024.1491967","DOIUrl":"10.3389/fnetp.2024.1491967","url":null,"abstract":"Introduction: Accurate localization of the seizure onset zone (SOZ) is critical for successful epilepsy surgery but remains challenging with current techniques. We developed a novel seizure onset network characterization tool that combines dynamic biomarkers of resting-state intracranial stereoelectroencephalography (rs-iEEG) and resting-state functional magnetic resonance imaging (rs-fMRI), vetted against surgical outcomes. This approach aims to reduce reliance on capturing seizures during invasive monitoring to pinpoint the SOZ.Methods: We computed the source-sink index (SSI) from rs-iEEG for all implanted regions and from rs-fMRI for regions identified as potential SOZs by noninvasive modalities. The SSI scores were evaluated in 17 pediatric drug-resistant epilepsy (DRE) patients (ages 3-15 years) by comparing outcomes classified as successful (Engel I or II) versus unsuccessful (Engel III or IV) at 1 year post-surgery.Results: Of 30 reviewed patients, 17 met the inclusion criteria. The combined dynamic index (im-DNM) integrating rs-iEEG and rs-fMRI significantly differentiated good (Engel I-II) from poor (Engel III-IV) surgical outcomes, outperforming the predictive accuracy of individual biomarkers from either modality alone.Conclusion: The combined dynamic network model demonstrated superior predictive performance than standalone rs-fMRI or rs-iEEG indices.Significance: By leveraging interictal data from two complementary modalities, this combined approach has the potential to improve epilepsy surgical outcomes, increase surgical candidacy, and reduce the duration of invasive monitoring.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1491967"},"PeriodicalIF":0.0,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11811083/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143400754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Musician's dystonia: a perspective on the strongest evidence towards new prevention and mitigation treatments.

Frontiers in network physiology Pub Date : 2025-01-22 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1508592

Joy Grifoni, Valeria Crispiatico, Anna Castagna, Rosa Maria Converti, Marina Ramella, Angelo Quartarone, Teresa L'Abbate, Karolina Armonaite, Luca Paulon, Francescaroberta Panuccio, Franca Tecchio

{"title":"Musician's dystonia: a perspective on the strongest evidence towards new prevention and mitigation treatments.","authors":"Joy Grifoni, Valeria Crispiatico, Anna Castagna, Rosa Maria Converti, Marina Ramella, Angelo Quartarone, Teresa L'Abbate, Karolina Armonaite, Luca Paulon, Francescaroberta Panuccio, Franca Tecchio","doi":"10.3389/fnetp.2024.1508592","DOIUrl":"10.3389/fnetp.2024.1508592","url":null,"abstract":"This perspective article addresses the critical and up-to-date problem of task-specific musician's dystonia (MD) from both theoretical and practical perspectives. Theoretically, MD is explored as a result of impaired sensorimotor interplay across different brain circuits, supported by the most frequently cited scientific evidence-each referenced dozens of times in Scopus. Practically, MD is a significant issue as it occurs over 60 times more frequently in musicians compared to other professions, underscoring the influence of individual training as well as environmental, social, and emotional factors. To address these challenges, we propose a novel application of the FeeSyCy principle (feedback-synchrony-plasticity), which emphasizes the pivotal role of feedback in guiding inter-neuronal synchronization and plasticity-the foundation of learning and memory. This model integrates with established literature to form a comprehensive framework for understanding MD as an impaired FeeSyCy-mediated relationship between the individual and their environment, ultimately leading to trauma. The proposed approach provides significant advantages by enabling the development of innovative therapeutic and preventive strategies. Specifically, it lays the groundwork for multimodal psycho-physical therapies aimed at restoring balance in the neural circuits affected by MD. These strategies include personalized psychotherapy combined with physical rehabilitation to address both the psychological and physiological dimensions of MD. This integration offers a practical and value-added solution to this pressing problem, with potential for broad applicability across similar conditions.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1508592"},"PeriodicalIF":0.0,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11794226/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143257487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

External low energy electromagnetic fields affect heart dynamics: surrogate for system synchronization, chaos control and cancer patient's health. 外部低能量电磁场影响心脏动力学：系统同步、混沌控制和癌症患者健康的替代品。

Frontiers in network physiology Pub Date : 2025-01-03 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1525135

Frederico P Costa, Jack Tuszynski, Antonio F Iemma, Willian A Trevizan, Bertram Wiedenmann, Eckehard Schöll

{"title":"External low energy electromagnetic fields affect heart dynamics: surrogate for system synchronization, chaos control and cancer patient's health.","authors":"Frederico P Costa, Jack Tuszynski, Antonio F Iemma, Willian A Trevizan, Bertram Wiedenmann, Eckehard Schöll","doi":"10.3389/fnetp.2024.1525135","DOIUrl":"10.3389/fnetp.2024.1525135","url":null,"abstract":"All cells in the human body, including cancer cells, possess specific electrical properties crucial for their functions. These properties are notably different between normal and cancerous cells. Cancer cells are characterized by autonomous oscillations and damped electromagnetic field (EMF) activation. Cancer reduces physiological variability, implying a systemic disconnection that desynchronizes bodily systems and their inherent random processes. The dynamics of heart rate, in this context, could reflect global physiological network instability in the sense of entrainment. Using a medical device that employs an active closed-loop system, such as administering specifically modulated EMF frequencies at targeted intervals and at low energies, we can evaluate the periodic oscillations of the heart. This procedure serves as a closed-loop control mechanism leading to a temporary alteration in plasma membrane ionic flow and the heart's periodic oscillation dynamics. The understanding of this phenomenon is supported by computer simulations of a mathematical model, which are validated by experimental data. Heart dynamics can be quantified using difference logistic equations, and it correlates with improved overall survival rates in cancer patients.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1525135"},"PeriodicalIF":0.0,"publicationDate":"2025-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11739291/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143017477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The constrained-disorder principle defines the functions of systems in nature. 约束无序原理定义了自然界中系统的功能。

Frontiers in network physiology Pub Date : 2024-12-18 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1361915

Yaron Ilan

{"title":"The constrained-disorder principle defines the functions of systems in nature.","authors":"Yaron Ilan","doi":"10.3389/fnetp.2024.1361915","DOIUrl":"10.3389/fnetp.2024.1361915","url":null,"abstract":"The Constrained Disorder Principle (CDP) defines all systems in nature by their degree of inherent variability. Per the CDP, the intrinsic variability is mandatory for their proper function and is dynamically changed based on pressures. The CDP defines the boundaries of inherent variability as a mechanism for continuous adaptation to internal and external perturbations, enabling survival and function under dynamic conditions. The laws of nature govern the world's natural phenomena and underlie the function of all systems. Nevertheless, the laws of physics do not entirely explain systems' functionality under pressure, which is essential for determining the correct operation of complex systems in nature. Variability and noise are two broad sources of inherent unpredictability in biology and technology. This paper explores how the CDP defines the function of systems and provides examples from various areas in nature where the CDP applies, including climate, genetic, biology, and human behavioral variabilities. According to the CDP, system malfunction results from inappropriate performance of the boundaries of inherent variability. The environment influences the physiological variability, and species interactions influence eco-evolutionary outcomes. The CDP defines human behavior as being driven by randomness and accounts for malfunctions and their corrections. The paper reviews variability-based CDP algorithms and CDP-based second-generation artificial intelligence systems and their potential for improving systems' prediction and efficiency by using variability.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1361915"},"PeriodicalIF":0.0,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11688203/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142916448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Emerging cancer therapies: targeting physiological networks and cellular bioelectrical differences with non-thermal systemic electromagnetic fields in the human body - a comprehensive review. 新兴癌症治疗：针对生理网络和细胞生物电学差异与人体非热系统电磁场的综合综述。

Frontiers in network physiology Pub Date : 2024-12-10 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1483401

Frederico P Costa, Bertram Wiedenmann, Eckehard Schöll, Jack Tuszynski

{"title":"Emerging cancer therapies: targeting physiological networks and cellular bioelectrical differences with non-thermal systemic electromagnetic fields in the human body - a comprehensive review.","authors":"Frederico P Costa, Bertram Wiedenmann, Eckehard Schöll, Jack Tuszynski","doi":"10.3389/fnetp.2024.1483401","DOIUrl":"10.3389/fnetp.2024.1483401","url":null,"abstract":"A steadily increasing number of publications support the concept of physiological networks, and how cellular bioelectrical properties drive cell proliferation and cell synchronization. All cells, especially cancer cells, are known to possess characteristic electrical properties critical for physiological behavior, with major differences between normal and cancer cell counterparts. This opportunity can be explored as a novel treatment modality in Oncology. Cancer cells exhibit autonomous oscillations, deviating from normal rhythms. In this context, a shift from a static view of cellular processes is required for a better understanding of the dynamic connections between cellular metabolism, gene expression, cell signaling and membrane polarization as states in constant flux in realistic human models. In oncology, radiofrequency electromagnetic fields have produced sustained responses and improved quality of life in cancer patients with minimal side effects. This review aims to show how non-thermal systemic radiofrequency electromagnetic fields leads to promising therapeutic responses at cellular and tissue levels in humans, supporting this newly emerging cancer treatment modality with early favorable clinical experience specifically in advanced cancer.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1483401"},"PeriodicalIF":0.0,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11666389/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142886465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Significant nocturnal wakefulness after sleep onset in metabolic dysfunction-associated steatotic liver disease. 代谢功能障碍相关脂肪变性肝病患者睡眠后明显的夜间觉醒

Frontiers in network physiology Pub Date : 2024-12-04 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1458665

Sofia Schaeffer, Andrijana Bogdanovic, Talitha Hildebrandt, Emilio Flint, Anne Geng, Sylvia Pecenko, Paul Lussier, Michael A Strumberger, Martin Meyer, Jakob Weber, Markus H Heim, Christian Cajochen, Christine Bernsmeier

{"title":"Significant nocturnal wakefulness after sleep onset in metabolic dysfunction-associated steatotic liver disease.","authors":"Sofia Schaeffer, Andrijana Bogdanovic, Talitha Hildebrandt, Emilio Flint, Anne Geng, Sylvia Pecenko, Paul Lussier, Michael A Strumberger, Martin Meyer, Jakob Weber, Markus H Heim, Christian Cajochen, Christine Bernsmeier","doi":"10.3389/fnetp.2024.1458665","DOIUrl":"10.3389/fnetp.2024.1458665","url":null,"abstract":"Metabolic dysfunction-associated steatotic liver disease (MASLD) is a multisystemic disease with a multifactorial pathogenesis involving dietary, environmental, and genetic factors. Previous mouse models suggested that circadian misalignment may additionally influence its development as it influences metabolism in diverse organs including the liver. Further, data from sleep questionnaires proved sleep-wake disruption in patients with MASLD. We objectively assessed sleep-wake rhythms in patients with biopsy-proven MASLD (n = 35) and healthy controls (HC, n = 16) using actigraphy 24/7 for 4 weeks. With the aim to re-align sleep rhythms a single standardized sleep hygiene education session was performed after 2 weeks. Actigraphy data revealed that MASLD patients had more awakenings per night (MASLD vs. HC 8.5 vs. 5.5, p = 0.0036), longer wakefulness after sleep onset (MASLD vs. HC 45.4 min vs. 21.3 min, p = 0.0004), and decreased sleep efficiency (MASLD vs. HC 86.5% vs. 92.8%, p = 0.0008) compared with HC despite comparable sleep duration. Patients with MASLD self-reported shorter sleep duration (MASLD vs. HC 6 h vs. 6 h 45 min, p = 0.01) and prolonged sleep latency contributing to poorer sleep quality. Standardized sleep hygiene education did not produce significant changes in sleep parameters. Our findings indicate fragmented nocturnal sleep in patients with MASLD, characterized by increased wakefulness and reduced sleep efficiency, perceived subjectively as shortened sleep duration and delayed onset. A single sleep hygiene education session did not improve sleep parameters.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1458665"},"PeriodicalIF":0.0,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11652136/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142857099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Networks through the lens of high-frequency oscillations. 通过高频振荡透镜观察网络。

Frontiers in network physiology Pub Date : 2024-11-28 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1462672

Aline Herlopian

引用次数: 0

Constructing representative group networks from tractography: lessons from a dynamical approach. 从牵引图中构建代表性群体网络：从动态方法中汲取的教训。

Frontiers in network physiology Pub Date : 2024-11-08 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1457486

Eleanna Kritikaki, Matteo Mancini, Diana Kyriazis, Natasha Sigala, Simon F Farmer, Luc Berthouze

{"title":"Constructing representative group networks from tractography: lessons from a dynamical approach.","authors":"Eleanna Kritikaki, Matteo Mancini, Diana Kyriazis, Natasha Sigala, Simon F Farmer, Luc Berthouze","doi":"10.3389/fnetp.2024.1457486","DOIUrl":"10.3389/fnetp.2024.1457486","url":null,"abstract":"Human group connectome analysis relies on combining individual connectome data to construct a single representative network which can be used to describe brain organisation and identify differences between subject groups. Existing methods adopt different strategies to select the network structural features to be retained or optimised at group level. In the absence of ground truth, however, it is unclear which structural features are the most suitable and how to evaluate the consequences on the group network of applying any given strategy. In this investigation, we consider the impact of defining a connectome as representative if it can recapitulate not just the structure of the individual networks in the cohort tested but also their dynamical behaviour, which we measured using a model of coupled oscillators. We applied the widely used approach of consensus thresholding to a dataset of individual structural connectomes from a healthy adult cohort to construct group networks for a range of thresholds and then identified the most dynamically representative group connectome as that having the least deviation from the individual connectomes given a dynamical measure of the system. We found that our dynamically representative network recaptured aspects of structure for which it did not specifically optimise, with no significant difference to other group connectomes constructed via methods which did optimise for those metrics. Additionally, these other group connectomes were either as dynamically representative as our chosen network or less so. While we suggest that dynamics should be at least one of the criteria for representativeness, given that the brain has evolved under the pressure of carrying out specific functions, our results suggest that the question persists as to which of these criteria are valid and testable.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1457486"},"PeriodicalIF":0.0,"publicationDate":"2024-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11581893/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142711871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Physiological signal analysis and open science using the Julia language and associated software. 使用 Julia 语言和相关软件进行生理信号分析和开放科学。

Frontiers in network physiology Pub Date : 2024-11-06 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1478280

George Datseris, Jacob S Zelko

{"title":"Physiological signal analysis and open science using the Julia language and associated software.","authors":"George Datseris, Jacob S Zelko","doi":"10.3389/fnetp.2024.1478280","DOIUrl":"10.3389/fnetp.2024.1478280","url":null,"abstract":"In this mini review, we propose the use of the Julia programming language and its software as a strong candidate for reproducible, efficient, and sustainable physiological signal analysis. First, we highlight available software and Julia communities that provide top-of-the-class algorithms for all aspects of physiological signal processing despite the language's relatively young age. Julia can significantly accelerate both research and software development due to its high-level interactive language and high-performance code generation. It is also particularly suited for open and reproducible science. Openness is supported and welcomed because the overwhelming majority of Julia software programs are open source and developed openly on public platforms, primarily through individual contributions. Such an environment increases the likelihood that an individual not (originally) associated with a software program would still be willing to contribute their code, further promoting code sharing and reuse. On the other hand, Julia's exceptionally strong package manager and surrounding ecosystem make it easy to create self-contained, reproducible projects that can be instantly installed and run, irrespective of processor architecture or operating system.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1478280"},"PeriodicalIF":0.0,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11577965/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142683654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Adaptive rewiring: a general principle for neural network development. 适应性重新布线：神经网络发展的一般原则

Frontiers in network physiology Pub Date : 2024-10-29 eCollection Date: 2024-01-01 DOI: 10.3389/fnetp.2024.1410092

Jia Li, Roman Bauer, Ilias Rentzeperis, Cees van Leeuwen

{"title":"Adaptive rewiring: a general principle for neural network development.","authors":"Jia Li, Roman Bauer, Ilias Rentzeperis, Cees van Leeuwen","doi":"10.3389/fnetp.2024.1410092","DOIUrl":"https://doi.org/10.3389/fnetp.2024.1410092","url":null,"abstract":"The nervous system, especially the human brain, is characterized by its highly complex network topology. The neurodevelopment of some of its features has been described in terms of dynamic optimization rules. We discuss the principle of adaptive rewiring, i.e., the dynamic reorganization of a network according to the intensity of internal signal communication as measured by synchronization or diffusion, and its recent generalization for applications in directed networks. These have extended the principle of adaptive rewiring from highly oversimplified networks to more neurally plausible ones. Adaptive rewiring captures all the key features of the complex brain topology: it transforms initially random or regular networks into networks with a modular small-world structure and a rich-club core. This effect is specific in the sense that it can be tailored to computational needs, robust in the sense that it does not depend on a critical regime, and flexible in the sense that parametric variation generates a range of variant network configurations. Extreme variant networks can be associated at macroscopic level with disorders such as schizophrenia, autism, and dyslexia, and suggest a relationship between dyslexia and creativity. Adaptive rewiring cooperates with network growth and interacts constructively with spatial organization principles in the formation of topographically distinct modules and structures such as ganglia and chains. At the mesoscopic level, adaptive rewiring enables the development of functional architectures, such as convergent-divergent units, and sheds light on the early development of divergence and convergence in, for example, the visual system. Finally, we discuss future prospects for the principle of adaptive rewiring.","PeriodicalId":73092,"journal":{"name":"Frontiers in network physiology","volume":"4 ","pages":"1410092"},"PeriodicalIF":0.0,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11554485/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142633972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0