Cargando…
Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments
Previous neuroimaging studies have identified structural brain abnormalities in active professional fighters with repetitive head trauma and correlated these changes with fighters' neuropsychological impairments. However, functional brain changes in these fighters derived using neuroimaging tec...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758536/ https://www.ncbi.nlm.nih.gov/pubmed/33362704 http://dx.doi.org/10.3389/fneur.2020.602586 |
_version_ | 1783626962495864832 |
---|---|
author | Zhuang, Xiaowei Mishra, Virendra Nandy, Rajesh Yang, Zhengshi Sreenivasan, Karthik Bennett, Lauren Bernick, Charles Cordes, Dietmar |
author_facet | Zhuang, Xiaowei Mishra, Virendra Nandy, Rajesh Yang, Zhengshi Sreenivasan, Karthik Bennett, Lauren Bernick, Charles Cordes, Dietmar |
author_sort | Zhuang, Xiaowei |
collection | PubMed |
description | Previous neuroimaging studies have identified structural brain abnormalities in active professional fighters with repetitive head trauma and correlated these changes with fighters' neuropsychological impairments. However, functional brain changes in these fighters derived using neuroimaging techniques remain unclear. In this study, both static and dynamic functional connectivity alterations were investigated (1) between healthy normal control subjects (NC) and fighters and (2) between non-impaired and impaired fighters. Resting-state fMRI data were collected on 35 NC and 133 active professional fighters, including 68 impaired fighters and 65 non-impaired fighters, from the Professional Fighters Brain Health Study at our center. Impaired fighters performed worse on processing speed (PSS) tasks with visual-attention and working-memory demands. The static functional connectivity (sFC) matrix was estimated for every pair of regions of interest (ROI) using a subject-specific parcellation. The dynamic functional connectivity (dFC) was estimated using a sliding-window method, where the variability of each ROI pair across all windows represented the temporal dynamics. A linear regression model was fitted for all 168 subjects, and different t-contrast vectors were used for between-group comparisons. An association analysis was further conducted to evaluate FC changes associated with PSS task performances without creating artificial impairment group-divisions in fighters. Following corrections for multiple comparisons using network-based statistics, our study identified significantly reduced long-range frontal-temporal, frontal-occipital, temporal-occipital, and parietal-occipital sFC strengths in fighters than in NCs, corroborating with previously observed structural damages in corresponding white matter tracts in subjects experiencing repetitive head trauma. In impaired fighters, significantly decreased sFC strengths were found among key regions involved in visual-attention, executive and cognitive process, as compared to non-impaired fighters. Association analysis further reveals similar sFC deficits to worse PSS task performances in all 133 fighters. With our choice of dFC indices, we were not able to observe any significant dFC changes beyond a trend-level increased temporal variability among similar regions with weaker sFC strengths in impaired fighters. Collectively, our functional brain findings supplement previously reported structural brain abnormalities in fighters and are important to comprehensively understand brain changes in fighters with repetitive head trauma. |
format | Online Article Text |
id | pubmed-7758536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77585362020-12-25 Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments Zhuang, Xiaowei Mishra, Virendra Nandy, Rajesh Yang, Zhengshi Sreenivasan, Karthik Bennett, Lauren Bernick, Charles Cordes, Dietmar Front Neurol Neurology Previous neuroimaging studies have identified structural brain abnormalities in active professional fighters with repetitive head trauma and correlated these changes with fighters' neuropsychological impairments. However, functional brain changes in these fighters derived using neuroimaging techniques remain unclear. In this study, both static and dynamic functional connectivity alterations were investigated (1) between healthy normal control subjects (NC) and fighters and (2) between non-impaired and impaired fighters. Resting-state fMRI data were collected on 35 NC and 133 active professional fighters, including 68 impaired fighters and 65 non-impaired fighters, from the Professional Fighters Brain Health Study at our center. Impaired fighters performed worse on processing speed (PSS) tasks with visual-attention and working-memory demands. The static functional connectivity (sFC) matrix was estimated for every pair of regions of interest (ROI) using a subject-specific parcellation. The dynamic functional connectivity (dFC) was estimated using a sliding-window method, where the variability of each ROI pair across all windows represented the temporal dynamics. A linear regression model was fitted for all 168 subjects, and different t-contrast vectors were used for between-group comparisons. An association analysis was further conducted to evaluate FC changes associated with PSS task performances without creating artificial impairment group-divisions in fighters. Following corrections for multiple comparisons using network-based statistics, our study identified significantly reduced long-range frontal-temporal, frontal-occipital, temporal-occipital, and parietal-occipital sFC strengths in fighters than in NCs, corroborating with previously observed structural damages in corresponding white matter tracts in subjects experiencing repetitive head trauma. In impaired fighters, significantly decreased sFC strengths were found among key regions involved in visual-attention, executive and cognitive process, as compared to non-impaired fighters. Association analysis further reveals similar sFC deficits to worse PSS task performances in all 133 fighters. With our choice of dFC indices, we were not able to observe any significant dFC changes beyond a trend-level increased temporal variability among similar regions with weaker sFC strengths in impaired fighters. Collectively, our functional brain findings supplement previously reported structural brain abnormalities in fighters and are important to comprehensively understand brain changes in fighters with repetitive head trauma. Frontiers Media S.A. 2020-12-10 /pmc/articles/PMC7758536/ /pubmed/33362704 http://dx.doi.org/10.3389/fneur.2020.602586 Text en Copyright © 2020 Zhuang, Mishra, Nandy, Yang, Sreenivasan, Bennett, Bernick and Cordes. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Zhuang, Xiaowei Mishra, Virendra Nandy, Rajesh Yang, Zhengshi Sreenivasan, Karthik Bennett, Lauren Bernick, Charles Cordes, Dietmar Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title | Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title_full | Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title_fullStr | Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title_full_unstemmed | Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title_short | Resting-State Static and Dynamic Functional Abnormalities in Active Professional Fighters With Repetitive Head Trauma and With Neuropsychological Impairments |
title_sort | resting-state static and dynamic functional abnormalities in active professional fighters with repetitive head trauma and with neuropsychological impairments |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758536/ https://www.ncbi.nlm.nih.gov/pubmed/33362704 http://dx.doi.org/10.3389/fneur.2020.602586 |
work_keys_str_mv | AT zhuangxiaowei restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT mishravirendra restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT nandyrajesh restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT yangzhengshi restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT sreenivasankarthik restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT bennettlauren restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT bernickcharles restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments AT cordesdietmar restingstatestaticanddynamicfunctionalabnormalitiesinactiveprofessionalfighterswithrepetitiveheadtraumaandwithneuropsychologicalimpairments |