1
|
Jones KB, Frizzell T, Fickling S, Pawlowski G, Brodie SM, Lakhani B, Venter J, D’Arcy RCN. Brain vital sign monitoring of sleep deprivation detects situational cognitive impairment. Front Hum Neurosci 2024; 18:1358551. [PMID: 38628971 PMCID: PMC11018923 DOI: 10.3389/fnhum.2024.1358551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
Objective, rapid evaluation of cognitive function is critical for identifying situational impairment due to sleep deprivation. The present study used brain vital sign monitoring to evaluate acute changes in cognitive function for healthy adults. Thirty (30) participants were scanned using portable electroencephalography before and after either a night of regular sleep or a night of total sleep deprivation. Brain vital signs were extracted from three established event-related potential components: (1) the N100 (Auditory sensation); (2) the P300 (Basic attention); and (3) the N400 (Cognitive processing) for all time points. As predicted, the P300 amplitude was significantly reduced in the sleep deprivation group. The findings indicate that it is possible to detect situational cognitive impairment due to sleep deprivation using objective, rapid brain vital sign monitoring.
Collapse
Affiliation(s)
| | - Tory Frizzell
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Shaun Fickling
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Gabriela Pawlowski
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- BrainNET, Health and Technology District, Surrey, BC, Canada
| | - Sonia M. Brodie
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Jan Venter
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- Healthcode Ltd, Vancouver, BC, Canada
| | - Ryan C. N. D’Arcy
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
- BrainNET, Health and Technology District, Surrey, BC, Canada
- Faculty of Applied Sciences, Simon Fraser University, Burnaby, BC, Canada
| |
Collapse
|
2
|
Carrick FR, Pagnacco G, Azzolino SF, Hunfalvay M, Oggero E, Frizzell T, Smith CJ, Pawlowski G, Campbell NKJ, Fickling SD, Lakhani B, D'Arcy RCN. Brain Vital Signs in Elite Ice Hockey: Towards Characterizing Objective and Specific Neurophysiological Reference Values for Concussion Management. Front Neurosci 2021; 15:670563. [PMID: 34434084 PMCID: PMC8382572 DOI: 10.3389/fnins.2021.670563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Accepted: 07/09/2021] [Indexed: 12/02/2022] Open
Abstract
Background: Prior concussion studies have shown that objective neurophysiological measures are sensitive to detecting concussive and subconcussive impairments in youth ice-hockey. These studies monitored brain vital signs at rink-side using a within-subjects design to demonstrate significant changes from pre-season baseline scans. However, practical clinical implementation must overcome inherent challenges related to any dependence on a baseline. This requires establishing the start of normative reference data sets. Methods: The current study collected specific reference data for N = 58 elite, youth, male ice-hockey players and compared these with a general reference dataset from N = 135 of males and females across the lifespan. The elite hockey players were recruited to a select training camp through CAA Hockey, a management agency for players drafted to leagues such as the National Hockey League (NHL). The statistical analysis included a test-retest comparison to establish reliability, and a multivariate analysis of covariance to evaluate differences in brain vital signs between groups with age as a covariate. Findings: Test-retest assessments for brain vital signs evoked potentials showed moderate-to-good reliability (Cronbach’s Alpha > 0.7, Intraclass correlation coefficient > 0.5) in five out of six measures. The multivariate analysis of covariance showed no overall effect for group (p = 0.105), and a significant effect of age as a covariate was observed (p < 0.001). Adjusting for the effect of age, a significant difference was observed in the measure of N100 latency (p = 0.022) between elite hockey players and the heterogeneous control group. Interpretation: The findings support the concept that normative physiological data can be used in brain vital signs evaluation in athletes, and should additionally be stratified for age, skill level, and experience. These can be combined with general norms and/or individual baseline assessments where appropriate and/or possible. The current results allow for brain vital sign evaluation independent of baseline assessment, therefore enabling objective neurophysiological evaluation of concussion management and cognitive performance optimization in ice-hockey.
Collapse
Affiliation(s)
- Frederick R Carrick
- University of Central Florida College of Medicine, Orlando, FL, United States.,MGH Institute of Health Professions, Boston, MA, United States.,Centre for Mental Health Research, University of Cambridge, Cambridge, United Kingdom.,Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Guido Pagnacco
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom.,Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States
| | - Sergio F Azzolino
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Melissa Hunfalvay
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom
| | - Elena Oggero
- Centre for Mental Health Research in Association with University of Cambridge, Cambridge, United Kingdom.,Department of Electrical and Computer Engineering, University of Wyoming, Laramie, WY, United States
| | - Tory Frizzell
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | | | - Gabriela Pawlowski
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Natasha K J Campbell
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Shaun D Fickling
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada
| | - Ryan C N D'Arcy
- BrainNET, Health and Technology District, Vancouver, BC, Canada.,Centre for Neurology Studies, HealthTech Connex, Vancouver, BC, Canada.,DM Centre for Brain Health, Department of Radiology, University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|
3
|
Fickling SD, Smith AM, Stuart MJ, Dodick DW, Farrell K, Pender SC, D'Arcy RCN. Subconcussive brain vital signs changes predict head-impact exposure in ice hockey players. Brain Commun 2021; 3:fcab019. [PMID: 33855296 PMCID: PMC8023684 DOI: 10.1093/braincomms/fcab019] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 12/04/2020] [Accepted: 03/08/2021] [Indexed: 01/09/2023] Open
Abstract
The brain vital signs framework is a portable, objective, neurophysiological evaluation of brain function at point-of-care. We investigated brain vital signs at pre- and post-season for age 14 or under (Bantam) and age 16-20 (Junior-A) male ice hockey players to (i) further investigate previously published brain vital sign results showing subconcussive cognitive deficits and (ii) validate these findings through comparison with head-impact data obtained from instrumented accelerometers. With a longitudinal study design, 23 male ice hockey players in Bantam (n = 13; age 13.63 ± 0.62) and Tier II Junior-A (n = 10; age 18.62 ± 0.86) divisions were assessed at pre- and post-season. None were diagnosed with a concussion during the season. Cognitive evoked potential measures of Auditory sensation (N100), Basic attention (P300) and Cognitive processing (N400) were analysed as changes in peak amplitudes and latencies (six standard scores total). A regression analysis examined the relationship between brain vital signs and the number of head impacts received during the study season. Significant pre/post differences in brain vital signs were detected for both groups. Bantam and Junior-A players also differed in number of head impacts (Bantam: 32.92 ± 17.68; Junior-A: 195.00 ± 61.08; P < 0.001). Importantly, the regression model demonstrated a significant linear relationship between changes in brain vital signs and total head impacts received (R = 0.799, P = 0.007), with clear differences between the Bantam and Junior-A groups. In the absence of a clinically diagnosed concussion, the brain vital sign changes appear to have demonstrated the compounding effects of repetitive subconcussive impacts. The findings underscored the importance of an objective physiological measure of brain function along the spectrum of concussive impacts.
Collapse
Affiliation(s)
- Shaun D Fickling
- Faculty of Science and Applied Sciences, Simon Fraser University, Metro Vancouver, BC V5A1S6, Canada.,Center for Neurology Studies, HealthTech Connex, Metro Vancouver, BC V3V0C6, Canada.,BrainNET, Health and Technology District, Surrey, BC V3V0C6, Canada
| | - Aynsley M Smith
- Department of Physical Medicine and Rehabilitation, Sports Medicine Center, Mayo Clinic, Rochester, MN 55905, USA.,Department of Orthopedic Surgery, Sports Medicine Center, Mayo Clinic, Rochester, MN 55905, USA
| | - Michael J Stuart
- Department of Orthopedic Surgery, Sports Medicine Center, Mayo Clinic, Rochester, MN 55905, USA
| | - David W Dodick
- Department of Neurology, Mayo Clinic, Phoenix, AZ 85259, USA
| | - Kyle Farrell
- Creighton University School of Medicine, Omaha, Nebraska 68178, USA
| | - Sara C Pender
- School of Medicine, University College Dublin, Dublin D04 V1W8, Ireland
| | - Ryan C N D'Arcy
- Faculty of Science and Applied Sciences, Simon Fraser University, Metro Vancouver, BC V5A1S6, Canada.,Center for Neurology Studies, HealthTech Connex, Metro Vancouver, BC V3V0C6, Canada.,BrainNET, Health and Technology District, Surrey, BC V3V0C6, Canada.,DM Centre for Brain Health, Radiology, University of British Columbia, Metro Vancouver, BC V6T1Z4, Canada
| |
Collapse
|
4
|
Smith CJ, Livingstone A, Fickling SD, Tannouri P, Campbell NKJ, Lakhani B, Danilov Y, Sackier JM, D'Arcy RCN. Brain Vital Signs Detect Information Processing Differences When Neuromodulation Is Used During Cognitive Skills Training. Front Hum Neurosci 2020; 14:358. [PMID: 33117138 PMCID: PMC7521129 DOI: 10.3389/fnhum.2020.00358] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 08/06/2020] [Indexed: 11/13/2022] Open
Abstract
Background: Neuromodulation through translingual neurostimulation (TLNS) has been shown to initiate long-lasting processes of neuronal reorganization with a variety of outcomes (i.e., neuroplasticity). Non-invasive TLNS is increasingly accessible through the Portable Neuromodulation Stimulator (PoNS®), a medical device that delivers electrical stimulation to the tongue to activate the trigeminal (V) and facial (VII) cranial nerves. Anecdotal reports from previous clinical studies have suggested incidental improvements in cognitive function. To objectively explore this observation, we examined TLNS-related effects on the semantic N400 brain vital sign cognitive response during cognitive skills training in healthy individuals. Methods: Thirty-seven healthy volunteers were randomized to receive simultaneous TLNS (treatment) or no TLNS (control) while undergoing cognitive skills training. Cognitive training was conducted for two 20-min sessions (morning and afternoon/evening) over 3 consecutive days. Brain vital signs were evaluated at baseline, Day 1, and Day 3. Analyses focused on cognitive processing as measured by N400 changes in amplitude and latency. Results: Over the 3-day course of cognitive training, the N400 amplitude decreased significantly in the control group due to habituation (p = 0.028). In contrast, there was no significant change in the TLNS treatment group. Conclusion: TLNS led to a sustained N400 response during cognitive skills training, as measured by the brain's vital signs framework. The study findings suggest differential learning effects due to neuromodulation, consistent with increased attention and cognitive vigilance.
Collapse
Affiliation(s)
- Christopher J Smith
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| | - Ashley Livingstone
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| | - Shaun D Fickling
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| | - Pamela Tannouri
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| | | | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| | - Yuri Danilov
- Pavlov Institute of Physiology, Russian Academy of Science, Saint Petersburg, Russia
| | - Jonathan M Sackier
- Helius Medical Technologies, Newtown, PA, United States.,Nuffield Department of Surgical Sciences, Oxford University, Oxford, United Kingdom
| | - Ryan C N D'Arcy
- Centre for Neurology Studies, HealthTech Connex, Metro-Vancouver, BC, Canada
| |
Collapse
|
5
|
Fickling SD, Greene T, Greene D, Frehlick Z, Campbell N, Etheridge T, Smith CJ, Bollinger F, Danilov Y, Rizzotti R, Livingstone AC, Lakhani B, D’Arcy RCN. Brain Vital Signs Detect Cognitive Improvements During Combined Physical Therapy and Neuromodulation in Rehabilitation From Severe Traumatic Brain Injury: A Case Report. Front Hum Neurosci 2020; 14:347. [PMID: 33132868 PMCID: PMC7513585 DOI: 10.3389/fnhum.2020.00347] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 08/04/2020] [Indexed: 12/19/2022] Open
Abstract
Using a longitudinal case study design, we have tracked the recovery of motor function following severe traumatic brain injury (TBI) through a multimodal neuroimaging approach. In 2006, Canadian Soldier Captain (retired) Trevor Greene (TG) was attacked with an axe to the head while on tour in Afghanistan. TG continues intensive daily rehabilitation, which recently included the integration of physical therapy (PT) with neuromodulation using translingual neurostimulation (TLNS) to facilitate neuroplasticity. Recent findings with PT + TLNS demonstrated that recovery of motor function occurred beyond conventional time limits, currently extending past 14-years post-injury. To investigate whether PT + TLNS similarly resulted in associated cognitive function improvements, we examined event-related potentials (ERPs) with the brain vital signs framework. In parallel with motor function improvements, brain vital signs detected significant increases in basic attention (as measured by P300 response amplitude) and cognitive processing (as measured by contextual N400 response amplitude). These objective cognitive improvements corresponded with TG's self-reported improvements, including a noteworthy and consistent reduction in ongoing symptoms of post-traumatic stress disorder (PTSD). The findings provide valuable insight into the potential importance of non-invasive neuromodulation in cognitive rehabilitation, in addition to initial indications for physical rehabilitation.
Collapse
Affiliation(s)
- Shaun D. Fickling
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
- Applied Sciences and Sciences, Simon Fraser University, Vancouver, BC, Canada
| | - Trevor Greene
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Debbie Greene
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Zack Frehlick
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Natasha Campbell
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Tori Etheridge
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Christopher J. Smith
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Fabio Bollinger
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Yuri Danilov
- Department of Kinesiology, University of Wisconsin-Madison, Madison, AL, United States
- Pavlov Institute of Physiology, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Rowena Rizzotti
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
- Centre of Excellence in Mental and Physical Rehabilitation, Legion Veteran’s Village, Surrey, BC, Canada
| | - Ashley C. Livingstone
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Bimal Lakhani
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
| | - Ryan C. N. D’Arcy
- Centre for Neurology Studies, HealthTech Connex Inc., Vancouver, BC, Canada
- BrainNET, Health and Technology District, Vancouver, BC, Canada
- Applied Sciences and Sciences, Simon Fraser University, Vancouver, BC, Canada
- Centre for Brain Health (Radiology), University of British Columbia, Vancouver, BC, Canada
| |
Collapse
|