A Pilot Study Investigating the Use of Serum Glial Fibrillary Acidic Protein to Monitor Changes in Brain White Matter Integrity After Repetitive Head Hits During a Single Collegiate Football Game

被引:0
作者
Bazarian, Jeffrey J. [1 ]
Abar, Beau [1 ]
Merchant-Borna, Kian [1 ]
Pham, Dzung L. [2 ]
Rozen, Eric [3 ]
Mannix, Rebekah [4 ,5 ]
Kawata, Keisuke [6 ]
Chou, Yiyu [2 ]
Stephen, Steve [7 ]
Gill, Jessica M. [8 ]
机构
[1] Univ Rochester, Sch Med & Dent, Dept Emergency Med, 265 Crittenden Blvd,Box 655c, Rochester, NY 14642 USA
[2] Henry M Jackson Fdn Adv Mil Med, Ctr Neurosci & Regenerat Med, Bethesda, MD USA
[3] Univ Rochester, Dept Athlet & Recreat, Rochester, NY USA
[4] Harvard Med Sch, Dept Pediat, Boston, MA USA
[5] Harvard Med Sch, Dept Emergency Med, Boston, MA USA
[6] Indiana Univ, Dept Kinesiol, Bloomington, IN USA
[7] Univ Rochester, Sch Med & Dent, Rochester, NY USA
[8] Johns Hopkins Sch Nursing & Med, Baltimore, MD USA
关键词
brain biomarkers; concussion; diffusion tensor imaging; glial fibrillary acidic protein; repetitive head hits; CHRONIC TRAUMATIC ENCEPHALOPATHY; LIFE COGNITIVE IMPAIRMENT; RECURRENT CONCUSSION; SOCCER PLAYERS; DIFFUSION; IMPACTS; IMMUNOASSAY; DEPRESSION; BIOMARKERS; SYSTEM;
D O I
10.1089/neu.2023.0307
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Repetitive head hits (RHHs) in sports and military settings are increasingly recognized as a risk factor for adverse neurological outcomes, but they are not currently tracked. Blood-based biomarkers of concussion have recently been shown to increase after nonconcussive RHHs during a single sporting contest, raising the possibility that they could be used in real time to monitor the brain's early response to repeated asymptomatic head hits. To test this hypothesis, we measured GFAP in serum immediately before (T0), immediately after (T1) and 45 min (T2) after a single collegiate football game in 30 athletes. Glial fibrillary acidic protein (GFAP) changes were correlated with three measures of head impact exposure (number of hits, total linear acceleration, and total rotational acceleration captured by helmet impact sensors) and to changes in brain white matter (WM) integrity, estimated by regional changes in fractional anisotropy (FA) and mean diffusivity (MD) on diffusion tensor imaging from 24 h before (T1) to 48 h after (T3) the game. To account for the potentially confounding effects of physical exertion on GFAP, correlations were adjusted for kilocalories of energy expended during the game measured by wearable body sensors. All 30 participants were male with a mean age of 19.5 +/- 1.2 years. No participant had a concussion during the index game. We observed a significant increase in GFAP from T0 to T1 (mean 79.69 vs. 91.95 pg/mL, p = 0.008) and from T0 to T2 (mean 79.69 vs. 99.21 pg/mL, p < 0.001). WM integrity decreased in multiple WM regions but was statistically significant in the right fornix (mean % FA change -1.43, 95% confidence interval [CI]: -2.20, -0.66). T0 to T2 increases in GFAP correlated with reduced FA in the left fornix, right fornix, and right medical meniscus and with increased MD in the right fornix (r-values ranged from 0.59 to 0.61). Adjustment for exertion had minimal effect on these correlations. GFAP changes did not correlate to head hit exposure, but after adjustment for exertion, T0 to T2 increases correlated with all three hit metrics (r-values ranged from 0.69 to 0.74). Thus, acute elevations in GFAP after a single collegiate football game of RHHs correlated with in-game head hit exposure and with reduced WM integrity 2 days later. These results suggest that GFAP may be a biologically relevant indicator of the brain's early response to RHHs during a single sporting event. Developing tools to measure the neurological response to RHHs on an individual level has the potential to provide insight into the heterogeneity in adverse outcomes after RHH exposure and for developing effective and personalized countermeasures. Owing to the small sample size, these findings should be considered preliminary; validation in a larger, independent cohort is necessary.
引用
收藏
页码:1597 / 1608
页数:12
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共 76 条
  • [1] How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging
    Andersson, JLR
    Skare, S
    Ashburner, J
    [J]. NEUROIMAGE, 2003, 20 (02) : 870 - 888
  • [2] Review on Wearable Technology Sensors Used in Consumer Sport Applications
    Aroganam, Gobinath
    Manivannan, Nadarajah
    Harrison, David
    [J]. SENSORS, 2019, 19 (09)
  • [3] Comparison between capillary, venous and arterial levels of protein S100B in patients with severe brain pathology
    Astrand, Ramona
    Romner, Bertil
    Reinstrup, Peter
    Friis-Hansen, Lennart
    Unden, Johan
    [J]. CLINICAL CHEMISTRY AND LABORATORY MEDICINE, 2012, 50 (06) : 1055 - 1061
  • [4] A reproducible evaluation of ANTs similarity metric performance in brain image registration
    Avants, Brian B.
    Tustison, Nicholas J.
    Song, Gang
    Cook, Philip A.
    Klein, Arno
    Gee, James C.
    [J]. NEUROIMAGE, 2011, 54 (03) : 2033 - 2044
  • [5] Chronic traumatic encephalopathy: neurodegeneration following repetitive concussive and subconcussive brain trauma
    Baugh, Christine M.
    Stamm, Julie M.
    Riley, David O.
    Gavett, Brandon E.
    Shenton, Martha E.
    Lin, Alexander
    Nowinski, Christopher J.
    Cantu, Robert C.
    McKee, Ann C.
    Stern, Robert A.
    [J]. BRAIN IMAGING AND BEHAVIOR, 2012, 6 (02) : 244 - 254
  • [6] Effects of Physical Exertion on Early Changes in Blood-Based Brain Biomarkers: Implications for the Acute Point of Care Diagnosis of Concussion
    Bazarian, Jeffrey J.
    Abar, Beau
    Merchant-Borna, Kian
    Pham, Dzung L.
    Rozen, Eric
    Mannix, Rebekah
    Kawata, Keisuke
    Chou, Yiyu
    Stephen, Steve
    Gill, Jessica M.
    [J]. JOURNAL OF NEUROTRAUMA, 2023, 40 (7-8) : 693 - 705
  • [7] Persistent, Long-term Cerebral White Matter Changes after Sports-Related Repetitive Head Impacts
    Bazarian, Jeffrey J.
    Zhu, Tong
    Zhong, Jianhui
    Janigro, Damir
    Rozen, Eric
    Roberts, Andrew
    Javien, Hannah
    Merchant-Borna, Kian
    Abar, Beau
    Blackman, Eric G.
    [J]. PLOS ONE, 2014, 9 (04):
  • [8] Subject-specific changes in brain white matter on diffusion tensor imaging after sports-related concussion
    Bazarian, Jeffrey J.
    Zhu, Tong
    Blyth, Brian
    Borrino, Allyson
    Zhong, Jianhui
    [J]. MAGNETIC RESONANCE IMAGING, 2012, 30 (02) : 171 - 180
  • [9] Direct segmentation of the major white matter tracts in diffusion tensor images
    Bazin, Pierre-Louis
    Ye, Chuyang
    Bogovic, John A.
    Shiee, Navid
    Reich, Daniel S.
    Prince, Jerry L.
    Pham, Dzung L.
    [J]. NEUROIMAGE, 2011, 58 (02) : 458 - 468
  • [10] The basis of anisotropic water diffusion in the nervous system - a technical review
    Beaulieu, C
    [J]. NMR IN BIOMEDICINE, 2002, 15 (7-8) : 435 - 455