AccScience Publishing / JCTR / Volume 5 / Issue 4 / DOI: 10.18053/jctres.05.2020S4.006
SPECIAL ISSUE ARTICLE

Repetitive head impacts affect mediolateral postural sway entropy in the absence of vision following a competitive athletic season: preliminary findings

Brian Szekely1 Sushma Alphonsa2 Katelyn Grimes3 Barry Munkasy4 Thomas Buckley5 Nicholas G. Murray2 *
Show Less
1 Department of Psychology, Department of Psychology
2 Department of School of Community Health Sciences, Division of Kinesiology, University of Nevada, Reno, 89557, Nevada
3 Department of Athletic, University of Richmond, 23173, Virginia
4 Department of Health Sciences and Kinesiology Southern University, Statesboro, Georgia
5 Department of Kinesiology and Applied Physiology, University of Delaware, Newark, 19713, Delaware, United States
Submitted: 26 July 2019 | Revised: 20 August 2019 | Accepted: 6 January 2020 | Published: 16 April 2020
© 2020 by the Author(s). This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution -Noncommercial 4.0 International License (CC-by the license) ( https://creativecommons.org/licenses/by-nc/4.0/ )
Abstract

Background: Repetitive head impacts (RHI) have received more notice over the last decade. More sensitive measures, such as postural control have been used to evaluate if there are biomechanical changes after RHI exposure. Similar to the clinical findings, most of the studies have failed to find any signficant changes across an athletic season. However, these studies included those with a concussion history and only assessed postural control in the eyes open (EO) condition, rather than in both the EO and eyes closed (EC) conditions.

Aim: The purpose of this study was to investigate postural control changes during quiet stance following a season of RHI in Division I football athletes who did not have a prior diagnosed SRC compared to a group of non RHI athletes with no history of a diagnosed sport related concussion.

Methods: Eighteen male Division I athletes were recruited and met the inclusion criteria: 9 football athletes (RHI group) and 9 baseball athletes (CON group). All athletes performed three 30s trials while standing with feet together on a force platform during EC and EO conditions. Center of pressure data were analyzed with Sample Entropy (SampEn) in the anteroposterior (AP) and mediolateral (ML) directions. SampEn data were analyzed with a three level linear mixed effects model or the multilevel model; with the three levels being: condition, time, and group.

Results: The analysis reported no significant effect for SampEn AP, but reported a significant three-way interaction (Group by Task by Time) for SampEn ML. Specifically, SampEn ML was significantly higher for EC than EO for both groups.

Conclusions: There are postural control changes from pre- to post- season, with the main contributer being EC postural control. Thus there could be a change in the sensory reweighting dynamics due to RHI and the effect of sport.  

Relevance for patients: RHI may be better assessed in the clinical setting with EC, rather than with EO. Furthermore, clinicians should include tasks that deprive sensory inputs to examine the effects of RHI.

Keywords
center of pressure
regularity subconcussive impacts
balance
mTBI
sports
Conflict of interest
All authors have no competing conflicts to disclose.
References

[1] Janda DH, Bir CA, Cheney AL. An Evaluation of the Cumulative Concussive Effect of Soccer Heading in the Youth Population. Inj Control Saf Promot. 2002;9:25-31.

[2] Bailes JE, Petraglia AL, Omalu BI, Nauman E, Talavage T. Role of Subconcussion in Repetitive Mild Traumatic Brain Injury: A Review. J Neurosurg 2013;119:1235-45.

[3] Belanger HG, Vanderploeg RD, McAllister T. Subconcussive Blows to the Head: A Formative Review of Short-term Clinical Outcomes. J Head Trauma Rehabil 2016;31:159.

[4] Schneider DK, Galloway R, Bazarian J, Diekfuss JA, Dudley J, Leach JL, et al. Diffusion Tensor Imaging in Athletes Sustaining Repetitive Head Impacts: A Systematic Review of Prospective Studies. J Neurotrauma 2019;36:2831-49.

[5] McAllister TW, Ford JC, Flashman LA, Maerlender A, Greenwald RM, Beckwith JG et al. Effect of Head Impacts on Diffusivity Measures in a Cohort of Collegiate Contact Sport Athletes. Neurology 2014;82:63-9.

[6] Talavage TM, Nauman EA, Breedlove EL, Yoruk U, Dye AE, Morigaki KE, et al. Functionally-detected cognitive impairment in high school football players without clinically-diagnosed concussion. J Neurotrauma 2014;31:327-38.

[7] Breedlove EL, Robinson M, Talavage TM, Morigaki KE, Yoruk U, O’Keefe K, et al. Biomechanical Correlates of Symptomatic and Asymptomatic Neurophysiological Impairment in High School Football. J Biomech 2012;45:1265-72.

[8] Kontos AP, Dolese A, Elbin RJ, Covassin T, Warren BL. Relationship of Soccer Heading to Computerized Neurocognitive Performance and Symptoms among Female and Male Youth Soccer Players. Brain Inj 2011;25:1234-41.

[9] Kaminski TW, Wikstrom AM, Gutierrez GM, Glutting JJ. Purposeful Heading During a Season does not Influence Cognitive Function or Balance in Female Soccer Players. J Clin Exp Neuropsychol 2007;29:742-51.

[10] Straume-Naesheim TM, Andersen TE, Dvorak J, Bahr R. Effects of Heading Exposure and Previous Concussions on Neuropsychological Performance among Norwegian Elite Footballers. Br J Sports Med 2005;39 Suppl 1:i70-7.

[11] Guskiewicz KM, Marshall SW, Broglio SP, Cantu RC, Kirkendall DT. No Evidence of Impaired Neurocognitive Performance in Collegiate Soccer Players. Med Sci Sport Exer 2001;33:S186.

[12] Gysland SM, Mihalik JP, Register-Mihalik JK, Trulock SC, Shields EW, Guskiewicz KM. The Relationship between Subconcussive Impacts and Concussion History on Clinical Measures of Neurologic Function in Collegiate Football Players. Ann Biomed Eng 2012;40:14-22.

[13] Miyashita TL, Diakogeorgiou E, Marrie K. The Role of Subconcussive Impacts on Sway Velocities in Division I Men’s Lacrosse Players. Sports Biomech 2020;19:180-8.

[14] Murray NG, Grimes KE, Shiflett ED, Munkasy BA, D’Amico NR, Mormile ME, et al. Repetitive Head Impacts do not Affect Postural Control Following a Competitive Athletic Season. Int J Psychophysiol 2017;Pt A:81-6.

[15] Dierijck JK, Wright AD, Smirl JD, Bryk K, van Donkelaar P. Sub-concussive Trauma, Acute Concussion, and History of Multiple Concussions: Effects on Quiet Stance Postural Control Stability. Int J Psychophysiol 2018;132:74-80. 

[16] Buckley TA, Oldham JR, Watson DJ, Murray NG, Munkasy BA, Evans KM. Repetitive Head Impacts in Football do not Impair Dynamic Postural Control. Med Sci Sports Exerc 2019;51:132-40.

[17] Murray NG, Szekely B, Moran R, Ryan G, Powell D, Munkasy BA, et al. Concussion History Associated with Increased Postural Control Deficits after Subsequent Injury. Physiol Meas 2019;40:024001.

[18] Sosnoff JJ, Broglio SP, Shin S, Ferrara MS. Previous Mild Traumatic Brain Injury and Postural-control Dynamics. J Athl Train 2011;46:85-91.

[19] De Beaumont L, Mongeon D, Tremblay S, Messier J, Prince F, Leclerc S, et al. Persistent Motor System Abnormalities in Formerly Concussed Athletes. J Athl Train 2011;46:234-40.

[20] Busa MA, van Emmerik RE. Multiscale Entropy: A Tool for Understanding the Complexity of Postural Control. J Sport Health Sci 2016;5:44-51.

[21] Paillard T, Noé F. Techniques and Methods for Testing the Postural Function in Healthy and Pathological Subjects. Biomed Res Int 2015;2015:891390.

[22] Buckley TA, Oldham JR, Caccese JB. Postural Control Deficits Identify Lingering Post-concussion Neurological Deficits. J Sport Health Sci 2016;5:61-9.

[23] Tanaka H, Nakashizuka M, Uetake T, Itoh T. The Effects of Visual Input on Postural Control Mechanisms: An Analysis of Center-of-pressure Trajectories Using the Auto-regressive Model. J Hum Ergol 2000;29:15-25.

[24] Lord SR, Menz HB. Visual Contributions to Postural Stability in Older Adults. Gerontology 2000;46:306-10.

[25] Cavanaugh JT, Guskiewicz KM, Giuliani C, Marshall S, Mercer VS, Stergiou N. Recovery of Postural Control after Cerebral Concussion: New Insights Using Approximate Entropy. J Athl Train 2006;41:305-13.

[26] Rhea CK, Kiefer AW, Wright WG, Raisbeck LD, Haran FJ. Interpretation of Postural Control May Change Due to Data Processing Techniques. Gait Posture 2015;41:731-5.

[27] Richman JS, Lake DE, Moorman JR. Sample Entropy. Methods Enzymol 2004;384:172-84.

[28] Donker SF, Ledebt A, Roerdink M, Savelsbergh GJ, Beek PJ. Children with Cerebral Palsy Exhibit Greater and More Regular Postural Sway than Typically Developing Children. Exp Brain Res 2008;184:363-70.

[29] Richman JS, Moorman JR. Physiological Time-series Analysis Using Approximate Entropy and Sample Entropy. Am J Physiol Heart Circ Physiol 2000;278:H2039-49.

[30] Bates D, Mächler M, Bolker B, Walker S. Fitting Linear Mixed-Effects Models using lme4. J Stat Softw 2015;67: DOI: 10.18637/jss.v067.i01.

[31] R Core Team. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing; 2018.

[32] Hox JJ, Moerbeek M, van de Schoot R. Multilevel Analysis: Techniques and Applications. 3rd ed. Abingdon, United Kingdom: Routledge; 2017.

[33] Kuznetsova A, Brockhoff PB, Christensen RHB. LmerTest Package: Tests in Linear Mixed Effects Models. J Stat Softw 2017;82: DOI: 10.18637/jss.v082.i13.

[34] Bronte-Stewart HM, Minn AY, Rodrigues K, Buckley EL, Nashner LM. Postural Instability in Idiopathic Parkinson’s Disease: The Role of Medication and Unilateral Pallidotomy. Brain 2002;125:2100-14.

[35] Peterka RJ. Sensorimotor Integration in Human Postural Control. J Neurophysiol 2002;88:1097-118.

[36] Lipsitz LA. Dynamics of Stability: The Physiologic Basis of Functional Health and Frailty. J Gerontol A Biol Sci Med Sci 2002;57:B115-25.

[37] Assländer L, Peterka RJ. Sensory Reweighting Dynamics in Human Postural Control. J Neurophysiol 2014;111:1852-64.

[38] Liang Y, Hiley M, Kanosue K. The Effect of Contact Sport Expertise on Postural Control. PLoS One 2019;14:e0212334.

[39] Simoneau GG, Ulbrecht JS, Derr JA, Cavanagh PR. Role of Somatosensory Input in the Control of Human Posture. Gait Posture 1995;3:115-22.

Share
Back to top
Journal of Clinical and Translational Research, Electronic ISSN: 2424-810X Print ISSN: 2382-6533, Published by AccScience Publishing