| Literature DB >> 27042763 |
Elizabeth M Davenport1,2, Kalyna Apkarian3, Christopher T Whitlow4,3,5, Jillian E Urban3,6, Jens H Jensen7, Eliza Szuch8, Mark A Espeland9, Youngkyoo Jung4,3,6, Daryl A Rosenbaum3, Gerard A Gioia10, Alexander K Powers11,12, Joel D Stitzel3,5,6, Joseph A Maldjian1,2.
Abstract
The purpose of this study was to determine whether the effects of cumulative head impacts during a season of high school football produce changes in diffusional kurtosis imaging (DKI) metrics in the absence of clinically diagnosed concussion. Subjects were recruited from a high school football team and were outfitted with the Head Impact Telemetry System (HITS) during all practices and games. Biomechanical head impact exposure metrics were calculated, including: total impacts, summed acceleration, and Risk Weighted Cumulative Exposure (RWE). Twenty-four players completed pre- and post-season magnetic resonance imaging, including DKI; players who experienced clinical concussion were excluded. Fourteen subjects completed pre- and post-season Immediate Post-Concussion Assessment and Cognitive Testing (ImPACT). DKI-derived metrics included mean kurtosis (MK), axial kurtosis (K axial), and radial kurtosis (K radial), and white matter modeling (WMM) parameters included axonal water fraction, tortuosity of the extra-axonal space, extra-axonal diffusivity (De axial and radial), and intra-axonal diffusivity (Da). These metrics were used to determine the total number of abnormal voxels, defined as 2 standard deviations above or below the group mean. Linear regression analysis revealed a statistically significant relationship between RWE combined probability (RWECP) and MK. Secondary analysis of other DKI-derived and WMM metrics demonstrated statistically significant linear relationships with RWECP after covariate adjustment. These results were compared with the results of DTI-derived metrics from the same imaging sessions in this exact same cohort. Several of the DKI-derived scalars (Da, MK, K axial, and K radial) explained more variance, compared with RWECP, suggesting that DKI may be more sensitive to subconcussive head impacts. No significant relationships between DKI-derived metrics and ImPACT measures were found. It is important to note that the pathological implications of these metrics are not well understood. In summary, we demonstrate a single season of high school football can produce DKI measurable changes in the absence of clinically diagnosed concussion.Entities:
Keywords: Head Impact Telemetry System; Risk Weighted Cumulative Exposure; concussion; diffusion kurtosis imaging; football
Mesh:
Year: 2016 PMID: 27042763 PMCID: PMC5124736 DOI: 10.1089/neu.2015.4267
Source DB: PubMed Journal: J Neurotrauma ISSN: 0897-7151 Impact factor: 5.269