Objective: To determine whether correlates of white matter integrity can provide general as well as specific insight into the chronic effects of head injury coupled with depression symptom expression in professional football players. Method: We studied 26 retired National Football League (NFL) athletes who underwent diffusion tensor imaging (DTI) scanning. Depressive symptom severity was measured using the Beck Depression Inventory II (BDI-II) including affective, cognitive, and somatic subfactor scores (Buckley 3-factor model). Fractional anisotropy (FA) maps were processed using tract-based spatial statistics from FSL. Correlations between FA and BDI-II scores were assessed using both voxel-wise and region of interest (ROI) techniques, with ROIs that corresponded to white matter tracts. Tracts demonstrating significant correlations were further evaluated using a receiver operating characteristic curve that utilized the mean FA to distinguish depressed from nondepressed subjects. Results: Voxel-wise analysis identified widely distributed voxels that negatively correlated with total BDI-II and cognitive and somatic subfactors, with voxels correlating with the affective component (p < 0.05 corrected) localized to frontal regions. Four tract ROIs negatively correlated (p < 0.01) with total BDI-II: forceps minor, right frontal aslant tract, right uncinate fasciculus, and left superior longitudinal fasciculus. FA of the forceps minor differentiated depressed from nondepressed athletes with 100% sensitivity and 95% specificity. Conclusion: Depressive symptoms in retired NFL athletes correlate negatively with FA using either an unbiased voxel-wise or an ROI-based, tract-wise approach. DTI is a promising biomarker for depression in this population.
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[Anonymous], 2000, DIAGN STAT MAN MENT, DOI DOI 10.1176/APPI.BOOKS.9780890425787
机构:Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Bajwa, Sami
;
Bermpohl, Felix
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Univ Med Berlin, Charite Campus Mitte, Berlin, GermanyHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Bermpohl, Felix
;
Rigonatti, Sergio P.
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Univ Sao Paulo, Dept Psychiat, Sao Paulo, BrazilHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Rigonatti, Sergio P.
;
Pascual-Leone, Alvaro
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机构:Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Pascual-Leone, Alvaro
;
Boggio, Paulo S.
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Univ Prebiteriana Mackenzie, Sao Paulo, BrazilHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Boggio, Paulo S.
;
Fregni, Felipe
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Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USAHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
机构:
Brown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Rhode Isl Hosp, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Crisco, Joseph J.
;
Fiore, Russell
论文数: 0引用数: 0
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Brown Univ, Dept Athlet & Phys Educ, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Fiore, Russell
;
Beckwith, Jonathan G.
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Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Beckwith, Jonathan G.
;
Chu, Jeffrey J.
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Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Chu, Jeffrey J.
;
Brolinson, Per Gunnar
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Edward Via Virginia Coll Osteopath Med, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Brolinson, Per Gunnar
;
Duma, Stefan
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Virginia Tech Wake Forest, Ctr Injury Biomech, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duma, Stefan
;
McAllister, Thomas W.
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Dartmouth Hitchcock Med Sch, Dept Psychiat & Neurol, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
McAllister, Thomas W.
;
Duhaime, Ann-Christine
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Dartmouth Hitchcock Med Ctr, Hanover, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duhaime, Ann-Christine
;
Greenwald, Richard M.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USA
Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
机构:Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Bajwa, Sami
;
Bermpohl, Felix
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Berlin, Charite Campus Mitte, Berlin, GermanyHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Bermpohl, Felix
;
Rigonatti, Sergio P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Dept Psychiat, Sao Paulo, BrazilHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Rigonatti, Sergio P.
;
Pascual-Leone, Alvaro
论文数: 0引用数: 0
h-index: 0
机构:Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Pascual-Leone, Alvaro
;
Boggio, Paulo S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Prebiteriana Mackenzie, Sao Paulo, BrazilHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
Boggio, Paulo S.
;
Fregni, Felipe
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USAHarvard Univ, Dept Neurol, Ctr Noninvas Brain Stimulat, Beth Israel Deaconess Med Ctr,Sch Med, Boston, MA 02215 USA
机构:
Brown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Rhode Isl Hosp, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Crisco, Joseph J.
;
Fiore, Russell
论文数: 0引用数: 0
h-index: 0
机构:
Brown Univ, Dept Athlet & Phys Educ, Providence, RI 02903 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Fiore, Russell
;
Beckwith, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Beckwith, Jonathan G.
;
Chu, Jeffrey J.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Chu, Jeffrey J.
;
Brolinson, Per Gunnar
论文数: 0引用数: 0
h-index: 0
机构:
Edward Via Virginia Coll Osteopath Med, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Brolinson, Per Gunnar
;
Duma, Stefan
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Tech Wake Forest, Ctr Injury Biomech, Blacksburg, VA USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duma, Stefan
;
McAllister, Thomas W.
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Hitchcock Med Sch, Dept Psychiat & Neurol, Lebanon, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
McAllister, Thomas W.
;
Duhaime, Ann-Christine
论文数: 0引用数: 0
h-index: 0
机构:
Dartmouth Hitchcock Med Ctr, Hanover, NH USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA
Duhaime, Ann-Christine
;
Greenwald, Richard M.
论文数: 0引用数: 0
h-index: 0
机构:
Simbex, Lebanon, NH USA
Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USABrown Univ, Warren Alpert Med Sch, Dept Orthopaed, Bioengn Lab, Providence, RI 02903 USA