ArticleThe European journal of neuroscience2021
Mobile brain/body imaging of landmark-based navigation with high-density EEG.
Article in The European journal of neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07225400 (Designing a Spatial Navigation Intervention Protocol Informed by Region-specific Brain Activation for Mild Cognitive Impairment), which is not on this map. Cited by 24 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Designing a Spatial Navigation Intervention Protocol Informed by Region-specific Brain Activation for Mild Cognitive Impairment
Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it, 61 citations in OpenAlex.
- Effects of digital-based interventions on muscular strength in adults: a systematic review, meta-analysis and meta-regression of randomized controlled trials with quality of evidence assessment.Annals of medicine · 2023Pooled it
- Neural synchrony and cognitive map formulation in collaborative navigation: leader-follower couplings revealed by EEG hyperscanning.Cognitive neurodynamics · 2026Article
- Enhancing mobile brain and body imaging: Open-source solutions for real-world research applications.iScience · 2026Article
- A Journey Into a Traveler's Mental Map: Duration, Distance, and Speed Experienced in High-Speed Trains.Cognitive science · 2026Article
- Ambulation improves memory for rotated scenes.Memory & cognition · 2026Article
- Neurocognitive Dynamics of Translating Information From a Spatial Map Into Action.Psychophysiology · 2026Article
- Cortical dynamics are differentially associated with decision-making strategies in human wayfinding: An EEG study.Cognitive, affective & behavioral neuroscience · 2026Article
- An EEG Dataset of Exploring Navigation in Virtual Reality.Scientific data · 2025Article
- Theta Activity Supports Landmark-Based Correction of Naturalistic Human Path Integration.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Review
- Where do I go? Decoding temporal neural dynamics of scene processing and visuospatial memory interactions using convolutional neural networks.Journal of vision · 2025Article
- Contextual expectations in the real-world modulate low-frequency neural oscillations.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Neural control meets biomechanics in the motor assessment of neurological disorders: a narrative review.Frontiers in neural circuits · 2025Review
- Neuroadaptive mobile geographic information displays: an emerging cartographic research frontier.International journal of cartography · 2025Article
- Motion Artifacts in Dynamic EEG Recordings: Experimental Observations, Electrical Modelling, and Design Considerations.Sensors (Basel, Switzerland) · 2024Article
- Consensus Paper: Cerebellum and Ageing.Cerebellum (London, England) · 2024Review
- Frontal delta and theta power reflect strategy changes during human spatial memory retrieval in a virtual water maze task: an exploratory analysis.Frontiers in cognition · 2024Article
- Multisensory input modulates memory-guided spatial navigation in humans.Communications biology · 2023Article
- Mobile cognition: imaging the human brain in the 'real world'.Nature reviews. Neuroscience · 2023Review
- An ecological study protocol for the multimodal investigation of the neurophysiological underpinnings of dyadic joint action.Frontiers in human neuroscience · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Coupling behavioral measures and brain imaging in naturalistic, ecological conditions is key to comprehend the neural bases of spatial navigation. This highly integrative function encompasses sensorimotor, cognitive, and executive processes that jointly mediate active exploration and spatial learning. However, most neuroimaging approaches in humans are based on static, motion-constrained paradigms and they do not account for all these processes, in particular multisensory integration. Following the Mobile Brain/Body Imaging approach, we aimed to explore the cortical correlates of landmark-based navigation in actively behaving young adults, solving a Y-maze task in immersive virtual reality. EEG analysis identified a set of brain areas matching state-of-the-art brain imaging literature of landmark-based navigation. Spatial behavior in mobile conditions additionally involved sensorimotor areas related to motor execution and proprioception usually overlooked in static fMRI paradigms. Expectedly, we located a cortical source in or near the posterior cingulate, in line with the engagement of the retrosplenial complex in spatial reorientation. Consistent with its role in visuo-spatial processing and coding, we observed an alpha-power desynchronization while participants gathered visual information. We also hypothesized behavior-dependent modulations of the cortical signal during navigation. Despite finding few differences between the encoding and retrieval phases of the task, we identified transient time-frequency patterns attributed, for instance, to attentional demand, as reflected in the alpha/gamma range, or memory workload in the delta/theta range. We confirmed that combining mobile high-density EEG and biometric measures can help unravel the brain structures and the neural modulations subtending ecological landmark-based navigation.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.