ArticlePflugers Archiv : European journal of physiology2021
tDCS effects on brain network properties during physiological aging.
Article in Pflugers Archiv : European journal of physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Boosting brainpower in ageing: Task-specific and transfer effects of tDCS-enhanced working memory training.Cognitive, affective & behavioral neuroscience · 2026Article
- Combining non-invasive brain stimulation techniques and EEG markers analysis: an innovative approach to cognitive health in aging.GeroScience · 2025Review
- Impact of binaural beat stimulation on working memory: a graph theory network approach.Frontiers in neuroscience · 2025Article
- The Effects of Transcranial Direct Current Stimulation in Patients with Mild Cognitive Impairment.Neurology international · 2023Review
- Repeated transcranial photobiomodulation improves working memory of healthy older adults: behavioral outcomes of poststimulation including a three-week follow-up.Neurophotonics · 2022Article
- tDCS-EEG for Predicting Outcome in Patients With Unresponsive Wakefulness Syndrome.Frontiers in neuroscience · 2022Article
- Understanding normal brain aging.Pflugers Archiv : European journal of physiology · 2021Article
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Authors and funding
7 authors.
Funding
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Abstract
Brain neural networks undergo relevant changes during physiological aging, which affect cognitive and behavioral functions. Currently, non-invasive brain stimulation techniques, such as transcranial direct current stimulation (tDCS), are proposed as tools able to modulate cognitive functions in brain aging, acting on networks properties and connectivity. Segregation and integration measures are used and evaluated by means of local clustering (segregation) and path length (integration). Moreover, to assess the balancing between them, the Small World (SW) parameter is employed, evaluating functional coupling in normal brain aging and in pathological conditions including neurodegeneration. The aim of this study was to systematically investigate the tDCS-induced effects on brain network proprieties in physiological aging. In order to reach this aim, cortical activity was acquired from healthy young and elderly subjects by means of EEG recorded before, during, and after anodal, cathodal, and sham tDCS sessions. Specifically, the aim to exploring tDCS polarity-dependent changes in the age-dependent network dynamics was based on a network graph theory application on two groups divided in young and elderly subjects. Eighteen healthy young (9 females; mean age = 24.7, SD = 3.2) and fifteen elderly subjects (9 females; mean = 70.1, SD = 5.1) were enrolled. Each participant received anodal, cathodal, or sham tDCS over the left prefrontal cortex (PFC) in three separate experimental sessions performed 1 week apart. SW was computed to evaluate brain network organization. The present study demonstrates that tDCS delivered in PFC can change brain network dynamics, and tDCS-EEG coregistration data can be analyzed using graph theory to understand the induced effects of different tDCS polarities in physiological and pathological brain aging.
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