Longitudinal Functional Connectome in Pediatric Concussion: An Advancing Concussion Assessment in Pediatrics Study

被引:5
|
作者
Onicas, Adrian I. [1 ,2 ]
Deighton, Stephanie [3 ]
Yeates, Keith Owen [3 ]
Bray, Signe [4 ,5 ]
Graff, Kirk [4 ,5 ]
Abdeen, Nishard [8 ]
Beauchamp, Miriam H. [12 ]
Beaulieu, Christian [16 ]
Bjornson, Bruce [17 ]
Craig, William [19 ,20 ]
Dehaes, Mathieu [13 ]
Deschenes, Sylvain
Doan, Quynh [18 ]
Freedman, Stephen B. [6 ,7 ]
Goodyear, Bradley G. [4 ,5 ]
Gravel, Jocelyn [14 ,15 ]
Lebel, Catherine [4 ,5 ]
Ledoux, Andree-Anne [9 ]
Zemek, Roger [10 ,11 ]
Ware, Ashley L. [21 ,22 ]
机构
[1] IMT Sch Adv Studies Lucca, MoMiLab, Lucca, LU, Italy
[2] Sano Ctr Computat Med, Comp Vis Grp, Krakow, Poland
[3] Univ Calgary, Cumming Sch Med, Dept Psychol, Calgary, AB, Canada
[4] Univ Calgary, Alberta Childrens Hosp, Res Inst, Cumming Sch Med,Dept Radiol, Calgary, AB, Canada
[5] Univ Calgary, Hotchkiss Brain Inst, Cumming Sch Med, Calgary, AB, Canada
[6] Univ Calgary, Dept Pediat, Cumming Sch Med, Calgary, AB, Canada
[7] Univ Calgary, Dept Emergency Med, Cumming Sch Med, Calgary, AB, Canada
[8] Univ Ottawa, Dept Radiol, Ottawa, ON, Canada
[9] Univ Ottawa, Dept Cellular & Mol Med, Ottawa, ON, Canada
[10] Univ Ottawa, Dept Pediat & & Emergency Med, Ottawa, ON, Canada
[11] Childrens Hosp Eastern Ontario Res Inst, Ottawa, ON, Canada
[12] Univ Montreal, Dept Psychol, Inst Biomed Engn, Montreal, PQ, Canada
[13] Univ Montreal, Dept Radiol, Radiooncol & Nucl Med, Inst Biomed Engn, Montreal, PQ, Canada
[14] Univ Montreal, Dept Pediat Emergency Med, Montreal, PQ, Canada
[15] CHU St Justine Hosp Res Ctr, Montreal, PQ, Canada
[16] Univ Alberta, Dept Biomed Engn, Edmonton, AB, Canada
[17] Univ British Columbia, BC Childrens Hosp, Div Neurol, Res Inst, Vancouver, BC, Canada
[18] Univ British Columbia, BC Childrens Hosp, Dept Pediat, Res Inst, Vancouver, BC, Canada
[19] Univ Alberta, Edmonton, AB, Canada
[20] Stollery Childrens Hosp, Edmonton, AB, Canada
[21] Georgia State Univ, Dept Psychol, Atlanta, GA 30303 USA
[22] Univ Utah, Dept Neurol, Salt Lake City, UT USA
关键词
children; concussion; functional connectivity; graph theory; orthopedic injury; resting state functional MRI; TRAUMATIC BRAIN-INJURY; POSTCONCUSSIVE SYMPTOMS; CONFOUND REGRESSION; MOTION ARTIFACT; HEAD IMPACTS; CHILDREN; CONNECTIVITY; NETWORK; RECOMMENDATIONS; ROBUST;
D O I
10.1089/neu.2023.0183
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Advanced magnetic resonance imaging (MRI) techniques indicate that concussion (i.e., mild traumatic brain injury) disrupts brain structure and function in children. However, the functional connectivity of brain regions within global and local networks (i.e., functional connectome) is poorly understood in pediatric concussion. This prospective, longitudinal study addressed this gap using data from the largest neuroimaging study of pediatric concussion to date to study the functional connectome longitudinally after concussion as compared with mild orthopedic injury (OI). Children and adolescents (n = 967) 8-16.99 years with concussion or mild OI were recruited from pediatric emergency departments within 48 h post-injury. Pre-injury and 1-month post-injury symptom ratings were used to classify concussion with or without persistent symptoms based on reliable change. Subjects completed a post-acute (2-33 days) and chronic (3 or 6 months via random assignment) MRI scan. Graph theory metrics were derived from 918 resting-state functional MRI scans in 585 children (386 concussion/199 OI). Linear mixed-effects modeling was performed to assess group differences over time, correcting for multiple comparisons. Relative to OI, the global clustering coefficient was reduced at 3 months post-injury in older children with concussion and in females with concussion and persistent symptoms. Time post-injury and sex moderated group differences in local (regional) network metrics of several brain regions, including degree centrality, efficiency, and clustering coefficient of the angular gyrus, calcarine fissure, cuneus, and inferior occipital, lingual, middle occipital, post-central, and superior occipital gyrus. Relative to OI, degree centrality and nodal efficiency were reduced post-acutely, and nodal efficiency and clustering coefficient were reduced chronically after concussion (i.e., at 3 and 6 months post-injury in females; at 6 months post-injury in males). Functional network alterations were more robust and widespread chronically as opposed to post-acutely after concussion, and varied by sex, age, and symptom recovery at 1-month post-injury. Local network segregation reductions emerged globally (across the whole brain network) in older children and in females with poor recovery chronically after concussion. Reduced functioning between neighboring regions could negatively disrupt specialized information processing. Local network metric alterations were demonstrated in several posterior regions that are involved in vision and attention after concussion relative to OI. This indicates that functioning of superior parietal and occipital regions could be particularly susceptibile to the effects of concussion. Moreover, those regional alterations were especially apparent at later time periods post-injury, emerging after post-concussive symptoms resolved in most and persisted up to 6 months post-injury, and differed by biological sex. This indicates that neurobiological changes continue to occur up to 6 months after pediatric concussion, although changes emerge earlier in females than in males. Changes could reflect neural compensation mechanisms.
引用
收藏
页码:587 / 603
页数:17
相关论文
共 50 条
  • [41] THE DIAGNOSIS OF CONCUSSION IN PEDIATRIC EMERGENCY DEPARTMENTS: A PROSPECTIVE MULTICENTER STUDY
    Boutis, Kathy
    Gravel, Jocelyn
    Freedman, Stephen B.
    Craig, William
    Tang, Ken
    DeMatteo, Carol A.
    Dubrovsky, Alexander Sasha
    Beer, Darcy
    Burns, Emma
    Sangha, Gurinder
    Zemek, Roger
    JOURNAL OF EMERGENCY MEDICINE, 2018, 54 (06): : 757 - 764
  • [42] Utility of a Clinical Prediction Tool for Persisting Postconcussive Symptoms in a Multicenter Sample of Youth Athletes With Concussion: The Sport Concussion Outcomes in Pediatrics (SCOPE) Study
    Miller, Shane M.
    McLeod, Tamara C. Valovich
    Zaslow, Tracy L.
    Wilson, Julie C.
    Master, Christina L.
    Snedden, Traci R.
    Halstead, Mark E.
    Grady, Matthew F.
    Fazekas, Matthew L.
    Santana, Jonathan A.
    Coel, Rachel A.
    Howell, David R.
    AMERICAN JOURNAL OF SPORTS MEDICINE, 2023, 51 (13): : 3546 - 3553
  • [43] Concussion in Non-athletes: Assessment of Cognition and Symptomatology (CONTACTS) study protocol - an exploratory cohort study investigating the utility of sports concussion assessment tools and salivary microRNAs to diagnose concussion in NHS patients
    Toman, Emma
    Riley, Max
    Hodgson, Sam
    Yakoub, Kamal M.
    Cooper, Lauren
    Bishop, Jon
    Naumann, David N.
    Welbury, Richard
    Hammond, Douglas
    Di Pietro, Valentina
    Belli, Antonio
    BMJ OPEN, 2022, 12 (09):
  • [44] Altered Brain Network Functional Connectivity 1 Month Following Pediatric Concussion
    Katherine, Healey
    Zhuo, Fang
    Andra, Smith
    Roger, Zemek
    Andree-Anne, Ledoux
    JOURNAL OF HEAD TRAUMA REHABILITATION, 2022, 37 (05) : E405 - E405
  • [45] Longitudinal Assessment of White Matter Abnormalities Following Sports-Related Concussion
    Meier, Timothy B.
    Bergamino, Maurizio
    Bellgowan, Patrick S. F.
    Teague, T. K.
    Ling, Josef M.
    Jeromin, Andreas
    Mayer, Andrew R.
    HUMAN BRAIN MAPPING, 2016, 37 (02) : 833 - 845
  • [46] The Concussion, Exercise, and Brain Networks (ConExNet) study: a cohort study aimed at understanding the effects of sub-maximal aerobic exercise on resting state functional brain activity in pediatric concussion
    Sharma, Bhanu
    Koelink, Eric
    DeMatteo, Carol
    Noseworthy, Michael D.
    Timmons, Brian W.
    BMC SPORTS SCIENCE MEDICINE AND REHABILITATION, 2024, 16 (01):
  • [47] Longitudinal Assessment of Balance and Gait After Concussion and Return to Play in Collegiate Athletes
    Parrington, Lucy
    Fino, Peter C.
    Swanson, Clayton W.
    Murchison, Charles F.
    Chesnutt, James
    King, Laurie A.
    JOURNAL OF ATHLETIC TRAINING, 2019, 54 (04) : 429 - 438
  • [48] Longitudinal Multimodal Assessment To Quantify Concussion Recovery Trajectory Among Youth Athletes
    Howell, David R.
    Myer, Gregory D.
    Brilliant, Anna N.
    Foss, Kim Barber
    Meehan, William P., III
    MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2018, 50 (05): : 108 - 108
  • [49] Longitudinal neurocognitive trajectories and risk factors in the first three months following pediatric concussion
    Geraghty, Daniel A. P.
    Anderson, Vicki
    Bray, Katherine
    Hearps, Stephen J. C.
    Fabiano, Fabian
    Babl, Franz E.
    Davis, Gavin A.
    Parkin, Georgia M.
    Rausa, Vanessa C.
    Anderson, Nick
    Ignjatovic, Vera
    Seal, Marc
    Takagi, Michael
    BRAIN INJURY, 2024, 38 (10) : 764 - 772
  • [50] Headaches in US Soldiers with Concussion: A 12-Month Longitudinal Study
    Gibbons, S. K.
    Theeler, B. J.
    Erickson, J. C.
    HEADACHE, 2012, 52 (05): : 868 - 868