ArticleFrontiers in human neuroscience2014
It's not all in your car: functional and structural correlates of exceptional driving skills in professional racers.
Article in Frontiers in human neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 43 citations in OpenAlex.
- Greater cerebellar gray matter volume in car drivers: an exploratory voxel-based morphometry study.Scientific reports · 2017Trial
- How Many Is Enough? Effect of Sample Size in Inter-Subject Correlation Analysis of fMRI.Computational intelligence and neuroscience · 2016Trial
- Neural and behavioral correlates of extended training during sleep deprivation in humans: evidence for local, task-specific effects.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2015Trial
- Brain Health in Former Professional Motorsport Drivers: Case Series in a Population Exposed to Sport-Related Concussions and Repetitive Head Impacts.Sports medicine - open · 2026Article
- An EEG dataset for understanding driving expertise from naturalistic urban road experiments.Scientific data · 2026Article
- The cortical and subcortical brain regions influence multitasking skills using immersive virtual reality simulation in experienced nurses.Scientific reports · 2026Article
- Application of a Reactive Agility Training Program Using Light-Based Stimuli to Enhance the Physical and Cognitive Performance of Car Racing Drivers: A Randomized Controlled Trial.Sports medicine - open · 2022Article
- Review
- Egocentric Chunking in the Predictive Brain: A Cognitive Basis of Expert Performance in High-Speed Sports.Frontiers in human neuroscience · 2022Article
- How Does Approaching a Lead Vehicle and Monitoring Request Affect Drivers' Takeover Performance? A Simulated Driving Study with Functional MRI.International journal of environmental research and public health · 2021Article
- Hybrid Systems to Boost EEG-Based Real-Time Action Decoding in Car Driving Scenarios.Frontiers in neuroergonomics · 2021Article
- Development of an fMRI-compatible driving simulator with simultaneous measurement of physiological and kinematic signals: The multi-biosignal measurement system for driving (MMSD).Technology and health care : official journal of the European Society for Engineering and Medicine · 2020Article
- Structural covariability hubs in old age.NeuroImage · 2019Article
- Identifying Criteria for the Evaluation of the Implications of Brain Reading for Mental Privacy.Science and engineering ethics · 2019Article
- Speed-related activation in the mesolimbic dopamine system during the observation of driver-view videos.Scientific reports · 2018Article
- The Racer's Mind-How Core Perceptual-Cognitive Expertise Is Reflected in Deliberate Practice Procedures in Professional Motorsport.Frontiers in psychology · 2018Article
- Effective Connectivity Analysis of the Brain Network in Drivers during Actual Driving Using Near-Infrared Spectroscopy.Frontiers in behavioral neuroscience · 2017Article
- Differences between racing and non-racing drivers: A simulator study using eye-tracking.PloS one · 2017Article
- Sleepiness and Driving: Multidimensional Legal, Social, Technological, and Biological Challenges.Sleep · 2016Article
- The Racer's Brain - How Domain Expertise is Reflected in the Neural Substrates of Driving.Frontiers in human neuroscience · 2015Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Driving is a complex behavior that requires the integration of multiple cognitive functions. While many studies have investigated brain activity related to driving simulation under distinct conditions, little is known about the brain morphological and functional architecture in professional competitive driving, which requires exceptional motor and navigational skills. Here, 11 professional racing-car drivers and 11 "naïve" volunteers underwent both structural and functional brain magnetic resonance imaging (MRI) scans. Subjects were presented with short movies depicting a Formula One car racing in four different official circuits. Brain activity was assessed in terms of regional response, using an Inter-Subject Correlation (ISC) approach, and regional interactions by mean of functional connectivity. In addition, voxel-based morphometry (VBM) was used to identify specific structural differences between the two groups and potential interactions with functional differences detected by the ISC analysis. Relative to non-experienced drivers, professional drivers showed a more consistent recruitment of motor control and spatial navigation devoted areas, including premotor/motor cortex, striatum, anterior, and posterior cingulate cortex and retrosplenial cortex, precuneus, middle temporal cortex, and parahippocampus. Moreover, some of these brain regions, including the retrosplenial cortex, also had an increased gray matter density in professional car drivers. Furthermore, the retrosplenial cortex, which has been previously associated with the storage of observer-independent spatial maps, revealed a specific correlation with the individual driver's success in official competitions. These findings indicate that the brain functional and structural organization in highly trained racing-car drivers differs from that of subjects with an ordinary driving experience, suggesting that specific anatomo-functional changes may subtend the attainment of exceptional driving performance.
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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.