Network topology changes in chronic mild traumatic brain injury (mTBI)
被引:11
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作者:
Boroda, Elias
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机构:
Univ Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Boroda, Elias
[1
]
Armstrong, Michael
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机构:
Minneapolis VA Hlth Care Syst, Minneapolis, MN USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Armstrong, Michael
[2
]
Gilmore, Casey S.
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h-index: 0
机构:
Minneapolis VA Hlth Care Syst, Minneapolis, MN USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Gilmore, Casey S.
[2
]
Gentz, Carrie
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h-index: 0
机构:
Minneapolis VA Hlth Care Syst, Minneapolis, MN USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Gentz, Carrie
[2
]
Fenske, Alicia
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h-index: 0
机构:
Minneapolis VA Hlth Care Syst, Minneapolis, MN USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Fenske, Alicia
[2
]
Fiecas, Mark
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h-index: 0
机构:
Iowa City VA Healthcare Syst, Ctr Prevent & Treatment Visual Loss, Iowa City, IA USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Fiecas, Mark
[5
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Hendrickson, Tim
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h-index: 0
机构:
Univ Minnesota, Inst Informat, Minneapolis, MN 55414 USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Hendrickson, Tim
[3
]
Roediger, Donovan
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h-index: 0
机构:
Univ Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Roediger, Donovan
[1
]
Mueller, Bryon
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Mueller, Bryon
[1
]
Kardon, Randy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Minnesota, Inst Informat, Minneapolis, MN 55414 USA
Univ Iowa, Dept Ophthalmol & Visual Sci, Iowa City, IA USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Kardon, Randy
[3
,4
]
Lim, Kelvin
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h-index: 0
机构:
Univ Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Minneapolis VA Hlth Care Syst, Minneapolis, MN USA
Univ Minnesota, Sch Publ Hlth, Dept Biostat, Minneapolis, MN 55414 USAUniv Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
Lim, Kelvin
[1
,2
,6
]
机构:
[1] Univ Minnesota, Dept Psychiat & Behav Sci, Suite 516,717 Delaware St SE, Minneapolis, MN 55414 USA
[2] Minneapolis VA Hlth Care Syst, Minneapolis, MN USA
[3] Univ Minnesota, Inst Informat, Minneapolis, MN 55414 USA
[4] Univ Iowa, Dept Ophthalmol & Visual Sci, Iowa City, IA USA
[5] Iowa City VA Healthcare Syst, Ctr Prevent & Treatment Visual Loss, Iowa City, IA USA
Background: In mild traumatic brain injury (mTBI), diffuse axonal injury results in disruption of functional networks in the brain and is thought to be a major contributor to cognitive dysfunction even years after trauma. Objective: Few studies have assessed longitudinal changes in network topology in chronic mTBI. We utilized a graph theoretical approach to investigate alterations in global network topology based on resting-state functional connectivity in veterans with chronic mTBI. Methods: 50 veterans with chronic mTBI (mean of 20.7 yrs. from trauma) and 40 age-matched controls underwent two functional magnetic resonance imaging scans 18 months apart. Graph theory analysis was used to quantify network topology measures (density, clustering coefficient, global efficiency, and modularity). Hierarchical linear mixed models were used to examine longitudinal change in network topology. Results: With all network measures, we found a significant group x time interaction. At baseline, brain networks of individuals with mTBI were less clustered (p = 0.03) and more modular (p = 0.02) than those of HC. Over time, the mTBI networks became more densely connected (p = 0.002), with increased clustering (p = 0.001) and reduced modularity (p < 0.001). Network topology did not change across time in HC. Conclusion: These findings demonstrate that brain networks of individuals with mTBI remain plastic decades after injury and undergo significant changes in network topology even at the later phase of the disease.
机构:
Univ N Carolina, Sch Med, Dept Allied Hlth Sci, Div Phys Therapy, Bondurant Hall Suite 3030, Chapel Hill, NC 27599 USAUniv N Carolina, Sch Med, Dept Allied Hlth Sci, Div Phys Therapy, Bondurant Hall Suite 3030, Chapel Hill, NC 27599 USA
McCulloch, Karen L.
Osborne, Mary Beth A.
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机构:
Duke Univ Hlth Syst, 3000 Erwin Rd, Durham, NC 27705 USAUniv N Carolina, Sch Med, Dept Allied Hlth Sci, Div Phys Therapy, Bondurant Hall Suite 3030, Chapel Hill, NC 27599 USA
Osborne, Mary Beth A.
Ramsey, Crystal R.
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机构:
Elon Univ, Sch Hlth Sci, Dept Phys Therapy Educ, 2085 Campus Box, Elon, NC 27244 USAUniv N Carolina, Sch Med, Dept Allied Hlth Sci, Div Phys Therapy, Bondurant Hall Suite 3030, Chapel Hill, NC 27599 USA
机构:
Brigham Young Univ, Dept Psychol, Provo, UT 84602 USA
Brigham Young Univ, Ctr Neurosci, Provo, UT 84602 USA
Brigham Young Univ, Magnet Resonance Imaging Res Facil, Provo, UT 84602 USA
Univ Utah, Dept Psychiat, Salt Lake City, UT USA
Univ Utah, Brain Inst Utah, Salt Lake City, UT USABrigham Young Univ, Dept Psychol, Provo, UT 84602 USA
机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Ciuffreda, Kenneth J.
Yadav, Naveen K.
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机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Yadav, Naveen K.
Han, Esther
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机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Han, Esther
Ludlam, Diana P.
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h-index: 0
机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Ludlam, Diana P.
Peddle, Angela
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h-index: 0
机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Peddle, Angela
Hulse, Paul
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机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Hulse, Paul
Walter, Suzanne
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机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
Walter, Suzanne
Han, Jennifer
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机构:
SUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USASUNY State Coll Optometry, Dept Vis Sci, 33 West 42nd St, New York, NY 10036 USA
机构:
Tripler Army Med Ctr, Honolulu, HI 96859 USATripler Army Med Ctr, Tripler, HI USA
Stetz, M.
Stetz, T.
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机构:
Natl Geospatial Intelligence Agcy, Honolulu, HI USATripler Army Med Ctr, Tripler, HI USA
Stetz, T.
Cuff, P.
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机构:
Tripler Army Med Ctr, Honolulu, HI 96859 USATripler Army Med Ctr, Tripler, HI USA
Cuff, P.
Russo, M.
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机构:
Tripler Army Med Ctr, Tripler, HI USA
Univ Hawaii, Dept Med, Sch Med, Honolulu, HI 96822 USA
USUHS Dept Neurol, Dept Neurol, Bethesda, MD USATripler Army Med Ctr, Tripler, HI USA