Abnormal white matter integrity related to head impact exposure in a season of high school varsity football
- PMID: 24786802
- PMCID: PMC4170811
- DOI: 10.1089/neu.2013.3233
Abnormal white matter integrity related to head impact exposure in a season of high school varsity football
Abstract
The aim of this study was to determine whether the cumulative effects of head impacts from a season of high school football produce magnetic resonance imaging (MRI) measureable changes in the brain in the absence of clinically diagnosed concussion. Players from a local high school football team were instrumented with the Head Impact Telemetry System (HITS™) during all practices and games. All players received pre- and postseason MRI, including diffusion tensor imaging (DTI). Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT) was also conducted. Total impacts and risk-weighted cumulative exposure (RWE), including linear (RWELinear), rotational (RWERotational), and combined components (RWECP), were computed from the sensor data. Fractional, linear, planar, and spherical anisotropies (FA, CL, CP, and CS, respectively), as well as mean diffusivity (MD), were used to determine total number of abnormal white matter voxels defined as 2 standard deviations above or below the group mean. Delta (post-preseason) ImPACT scores for each individual were computed and compared to the DTI measures using Spearman's rank correlation coefficient. None of the players analyzed experienced clinical concussion (N=24). Regression analysis revealed a statistically significant linear relationship between RWECP and FA. Secondary analyses demonstrated additional statistically significant linear associations between RWE (RWECP and RWELinear) and all DTI measures. There was also a strong correlation between DTI measures and change in Verbal Memory subscore of the ImPACT. We demonstrate that a single season of football can produce brain MRI changes in the absence of clinical concussion. Similar brain MRI changes have been previously associated with mild traumatic brain injury.
Keywords: Head Impact Telemetry System; diffusion tensor imaging; football; mild traumatic brain injury; risk-weighted cumulative exposure.
Figures
Similar articles
-
Abnormalities in Diffusional Kurtosis Metrics Related to Head Impact Exposure in a Season of High School Varsity Football.J Neurotrauma. 2016 Dec 1;33(23):2133-2146. doi: 10.1089/neu.2015.4267. Epub 2016 May 18. J Neurotrauma. 2016. PMID: 27042763 Free PMC article.
-
Novel Method of Weighting Cumulative Helmet Impacts Improves Correlation with Brain White Matter Changes After One Football Season of Sub-concussive Head Blows.Ann Biomed Eng. 2016 Dec;44(12):3679-3692. doi: 10.1007/s10439-016-1680-9. Epub 2016 Jun 27. Ann Biomed Eng. 2016. PMID: 27350072 Clinical Trial.
-
Cumulative strain-based metrics for predicting subconcussive head impact exposure-related imaging changes in a cohort of American youth football players.J Neurosurg Pediatr. 2022 Jan 21;29(4):387-396. doi: 10.3171/2021.10.PEDS21355. Print 2022 Apr 1. J Neurosurg Pediatr. 2022. PMID: 35061991 Free PMC article.
-
Cognitive and Salience Network Connectivity Changes following a Single Season of Repetitive Head Impact Exposure in High School Football.AJNR Am J Neuroradiol. 2024 Aug 9;45(8):1116-1123. doi: 10.3174/ajnr.A8294. AJNR Am J Neuroradiol. 2024. PMID: 39054293 Free PMC article.
-
Relative Head Impact Exposure and Brain White Matter Alterations After a Single Season of Competitive Football: A Pilot Comparison of Youth Versus High School Football.Clin J Sport Med. 2019 Nov;29(6):442-450. doi: 10.1097/JSM.0000000000000753. Clin J Sport Med. 2019. PMID: 31688173
Cited by
-
Comparative Analysis of Head Impact in Contact and Collision Sports.J Neurotrauma. 2017 Jan 1;34(1):38-49. doi: 10.1089/neu.2015.4308. Epub 2016 Nov 17. J Neurotrauma. 2017. PMID: 27541183 Free PMC article.
-
Longitudinal changes of brain microstructure and function in nonconcussed female rugby players.Neurology. 2020 Jul 28;95(4):e402-e412. doi: 10.1212/WNL.0000000000009821. Epub 2020 Jun 17. Neurology. 2020. PMID: 32554762 Free PMC article.
-
Quantifying Head Impacts in Collegiate Lacrosse.Am J Sports Med. 2016 Nov;44(11):2947-2956. doi: 10.1177/0363546516648442. Epub 2016 Jun 8. Am J Sports Med. 2016. PMID: 27281278 Free PMC article.
-
Comparison of Head Impact Exposure Between Concussed Football Athletes and Matched Controls: Evidence for a Possible Second Mechanism of Sport-Related Concussion.Ann Biomed Eng. 2019 Oct;47(10):2057-2072. doi: 10.1007/s10439-018-02136-6. Epub 2018 Oct 22. Ann Biomed Eng. 2019. PMID: 30362082 Free PMC article.
-
A Preclinical Rodent Model for Repetitive Subconcussive Head Impact Exposure in Contact Sport Athletes.Front Behav Neurosci. 2022 Mar 9;16:805124. doi: 10.3389/fnbeh.2022.805124. eCollection 2022. Front Behav Neurosci. 2022. PMID: 35368301 Free PMC article.
References
-
- Guskiewicz K.M., Weaver N.L., Padua D.A., and Garrett W.E., Jr. (2000). Epidemiology of concussion in collegiate and high school football players. Am. J. Sports Med. 28, 643–650 - PubMed
-
- Powell J.W., and Barber-Foss K.D. (1999). Traumatic brain injury in high school athletes. JAMA 282, 958–963 - PubMed
-
- Guskiewicz K.M., Mihalik J.P., Shankar V., Marshall S.W., Crowell D.H., Oliaro S.M., Ciocca M.F., and Hooker D.N. (2007). Measurement of head impacts in collegiate football players: relationship between head impact biomechanics and acute clinical outcome after concussion. Neurosurgery 61, 1244–1252; discussion, 1252–1253. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous