Zexuan Liu, Jonathan A Dudley, Jed A Diekfuss, Nadine Ahmed, Alex D Edmondson, Kim M Cecil, Weihong Yuan, Taylor M Zuleger, Alexis B Slutsky-Ganesh, Kim D Barber Foss, Gregory D Myer, Candace C Fleischer
{"title":"Associations Between Brain Metabolites Measured With MR Spectroscopy and Head Impacts in High School American Football Athletes.","authors":"Zexuan Liu, Jonathan A Dudley, Jed A Diekfuss, Nadine Ahmed, Alex D Edmondson, Kim M Cecil, Weihong Yuan, Taylor M Zuleger, Alexis B Slutsky-Ganesh, Kim D Barber Foss, Gregory D Myer, Candace C Fleischer","doi":"10.1002/jmri.29581","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>While changes in brain metabolites after injury have been reported, relationships between metabolite changes and head impacts are less characterized.</p><p><strong>Purpose: </strong>To investigate alterations in neurochemistry in high school athletes as a function of head impacts, concussion, and the use of a jugular vein compression (JVC) collar.</p><p><strong>Study type: </strong>Prospective controlled trial.</p><p><strong>Subjects: </strong>A total of 284 male American football players, divided into JVC collar and noncollar groups; 215 included in final analysis (age = 15.9 ± 1.0 years; 114 in collar group).</p><p><strong>Field strength/sequence: </strong>3 Tesla/T<sub>1</sub>-weighted gradient echo, <sup>1</sup>H point resolved spectroscopy, acquired between August and November 2018.</p><p><strong>Assessment: </strong>Head impacts were quantified using accelerometers. Concussion was diagnosed by medical professionals for each team. Pre- to postseason differences in total N-acetylaspartate (tNAA), total choline (tCho), myo-inositol (myoI), and glutamate + glutamine (Glx), in primary motor cortex (M1) and anterior cingulate cortex (ACC), relative to total creatine (tCr), were determined.</p><p><strong>Statistical tests: </strong>Group-wise comparisons were performed using Wilcoxon signed-rank, Friedman's, and Mann-Whitney U tests. Relationships between ∆metabolite/tCr and mean g-force were analyzed using linear regressions accounting for concussion and JVC collar. Significance was set at P ≤ 0.05.</p><p><strong>Results: </strong>In participants without concussion, a significant decrease in tCho/tCr (0.233 ± 1.40 × 10<sup>-3</sup> to 0.227 ± 1.47 × 10<sup>-7</sup>) and increase in Glx/tCr (1.60 ± 8.75 × 10<sup>-3</sup> to 1.63 ± 1.08 × 10<sup>-2</sup>) in ACC were observed pre- to postseason. The relationship between ∆tCho/tCr in M1 and ACC and mean g-force from >80 g to >140 g differed significantly between participants with and without concussion (M1 β ranged from 3.9 × 10<sup>-3</sup> to 2.1 × 10<sup>-3</sup>; ACC β ranged from 2.7 × 10<sup>-3</sup> to 2.1 × 10<sup>-3</sup>). Posthoc analyses revealed increased tCho/tCr in M1 was positively associated with mean g-force >100 g (β = 3.6 × 10<sup>-3</sup>) and >110 g (β = 2.9 × 10<sup>-3</sup>) in participants with concussion. Significant associations between <math> <semantics><mrow><mo>∆</mo> <mtext>myoI</mtext> <mo>/</mo> <mi>tCr</mi></mrow> <annotation>$$ \\Delta \\mathrm{myoI}/\\mathrm{tCr} $$</annotation></semantics> </math> in ACC and mean g-force >110 g (β = -1.1 × 10<sup>-3</sup>) and >120 g (β = -1.1 × 10<sup>-3</sup>) were observed in the collar group only.</p><p><strong>Data conclusion: </strong>Diagnosed concussion and the use of a JVC collar result in distinct neurochemical trends after repeated head impacts.</p><p><strong>Level of evidence: </strong>2 TECHNICAL EFFICACY: Stage 3.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/jmri.29581","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Background: While changes in brain metabolites after injury have been reported, relationships between metabolite changes and head impacts are less characterized.
Purpose: To investigate alterations in neurochemistry in high school athletes as a function of head impacts, concussion, and the use of a jugular vein compression (JVC) collar.
Study type: Prospective controlled trial.
Subjects: A total of 284 male American football players, divided into JVC collar and noncollar groups; 215 included in final analysis (age = 15.9 ± 1.0 years; 114 in collar group).
Field strength/sequence: 3 Tesla/T1-weighted gradient echo, 1H point resolved spectroscopy, acquired between August and November 2018.
Assessment: Head impacts were quantified using accelerometers. Concussion was diagnosed by medical professionals for each team. Pre- to postseason differences in total N-acetylaspartate (tNAA), total choline (tCho), myo-inositol (myoI), and glutamate + glutamine (Glx), in primary motor cortex (M1) and anterior cingulate cortex (ACC), relative to total creatine (tCr), were determined.
Statistical tests: Group-wise comparisons were performed using Wilcoxon signed-rank, Friedman's, and Mann-Whitney U tests. Relationships between ∆metabolite/tCr and mean g-force were analyzed using linear regressions accounting for concussion and JVC collar. Significance was set at P ≤ 0.05.
Results: In participants without concussion, a significant decrease in tCho/tCr (0.233 ± 1.40 × 10-3 to 0.227 ± 1.47 × 10-7) and increase in Glx/tCr (1.60 ± 8.75 × 10-3 to 1.63 ± 1.08 × 10-2) in ACC were observed pre- to postseason. The relationship between ∆tCho/tCr in M1 and ACC and mean g-force from >80 g to >140 g differed significantly between participants with and without concussion (M1 β ranged from 3.9 × 10-3 to 2.1 × 10-3; ACC β ranged from 2.7 × 10-3 to 2.1 × 10-3). Posthoc analyses revealed increased tCho/tCr in M1 was positively associated with mean g-force >100 g (β = 3.6 × 10-3) and >110 g (β = 2.9 × 10-3) in participants with concussion. Significant associations between in ACC and mean g-force >110 g (β = -1.1 × 10-3) and >120 g (β = -1.1 × 10-3) were observed in the collar group only.
Data conclusion: Diagnosed concussion and the use of a JVC collar result in distinct neurochemical trends after repeated head impacts.