Structural abnormality of the corticospinal tract in major depressive disorder

Biology of Mood and Anxiety Disorders

Volumn 4, Issue 1, 2014, Pages

  Sacchet, Matthew D ^a   Prasad, Gautam ^a,b   Foland Ross, Lara C ^a   Joshi, Shantanu H ^c   Hamilton, J P ^d   Thompson, Paul M ^b   Gotlib, Ian H ^a  

^a STANFORD UNIVERSITY   (United States)

^b UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d LAUREATE INSTITUTE FOR BRAIN RESEARCH   (United States)

Author keywords

Automated fiber quantification (AFQ); Clustering; Corticospinal tract (CST); Diffusion tensor imaging (DTI); Fractional anisotropy (FA); Major depressive disorder (MDD); Maximum density path (MDP); Tractography

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CAPSULA INTERNA; CLINICAL ARTICLE; CONTROLLED STUDY; CORONA RADIATA (BRAIN); DIFFUSION WEIGHTED IMAGING; DISEASE SEVERITY; EXTERNAL CAPSULE; FEMALE; FRACTIONAL ANISOTROPY; HEMISPHERE; HIPPOCAMPUS; HUMAN; MAJOR DEPRESSION; PREFRONTAL CORTEX; PRIORITY JOURNAL; PYRAMIDAL TRACT; TRACTOGRAPHY; WHITE MATTER;

EID: 84920164421     PISSN: None     EISSN: 20455380     Source Type: Journal    
DOI: 10.1186/2045-5380-4-8     Document Type: Article

References (38)

1. Kessler RC, Berglund P, Demler O, Jin R, Koretz D, Merikangas KR, Rush AJ, Walters EE, Wang PS. The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). JAMA 2003, 289:3095-3105. 10.1001/jama.289.23.3095, 12813115.
2. Whiteford HA, Degenhardt L, Rehm J, Baxter A, Ferrari AJ, Erskine HE, Charlson FJ, Norman RE, Flaxman AD, Johns N, Burstein R, Murray CJL, Vos T. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. J Lancet 2013, 382:1575-1586.
3. Greenberg PE, Sisitsky T, Kessler RC, Finkelstein SN, Berndt ER, Davidson RT, Ballenger JC, Fyer AJ. The economic burden of anxiety disorders in the 1990s. J Clin Psychiatry 2003, 60:427-435.
4. Liao Y, Huang X, Wu Q, Yang C, Kuang W, Du M, Lui S, Yue Q, Chan R, Kemp G, Gong Q. Is depression a disconnection syndrome? Meta-analysis of diffusion tensor imaging studies in patients with MDD. J Psychiatry Neurosci 2013, 38:49-56. 10.1503/jpn.110180, 3529219, 22691300.
5. Sexton CE, Mackay CE, Ebmeier KP. A systematic review of diffusion tensor imaging studies in affective disorders. Biol Psychiatry 2009, 66:814-823. 10.1016/j.biopsych.2009.05.024, 19615671.
6. Murphy ML, Frodl T. Meta-analysis of diffusion tensor imaging studies shows altered fractional anisotropy occurring in distinct brain areas in association with depression. Biol Mood Anxiety Disord 2011, 1:3. 10.1186/2045-5380-1-3, 3377129, 22738088.
7. Jones DK, Knösche TR, Turner R. White matter integrity, fiber count, and other fallacies: the do's and don'ts of diffusion MRI. Neuroimage 2013, 73(C):239-254.
8. van Ewijk H, Heslenfeld DJ, Zwiers MP, Buitelaar JK, Oosterlaan J. Diffusion tensor imaging in attention deficit/hyperactivity disorder: a systematic review and meta-analysis. Neurosci Biobehav Rev 2012, 36:1093-1106. 10.1016/j.neubiorev.2012.01.003, 22305957.
9. Kubicki M, Shenton ME. Diffusion tensor imaging findings and their implications in schizophrenia. Curr Opin Psychiatry 2014, 27:179-184. 10.1097/YCO.0000000000000053, 24613986.
10. Zhang A, Leow A, Ajilore O, Lamar M, Yang S, Joseph J, Medina J, Zhan L, Kumar A. Quantitative tract-specific measures of uncinate and cingulum in major depression using diffusion tensor imaging. Neuropsychopharmacology 2011, 37:959-967. 3280650, 22089322.
11. Zhang A, Ajilore O, Zhan L, GadElkarim J, Korthauer L, Yang S, Leow A, Kumar A. White matter tract integrity of anterior limb of internal capsule in major depression and type 2 diabetes. Neuropsychopharmacology 2013, 38:1451-1459. 10.1038/npp.2013.41, 3682138, 23389692.
12. Bai F, Shu N, Yuan Y, Shi Y, Yu H, Wu D, Wang J, Xia M, He Y, Zhang Z. Topologically convergent and divergent structural connectivity patterns between patients with remitted geriatric depression and amnestic mild cognitive impairment. J Neurosci 2012, 32:4307-4318. 10.1523/JNEUROSCI.5061-11.2012, 22442092.
13. Sacchet MD, Prasad G, Foland-Ross LC, Thompson PM, Gotlib IH. Elucidating brain connectivity networks in major depressive disorder using classification-based scoring. Proc IEEE Int Symp Biomed Imaging 2014, 11:592-595.
14. Yeatman JD, Dougherty RF, Myall NJ, Wandell BA, Feldman HM. Tract profiles of white matter properties: automating fiber-tract quantification. PLoS One 2012, 7:e49790. 10.1371/journal.pone.0049790, 3498174, 23166771.
15. Prasad G, Joshi SH, Jahanshad N, Villalon-Reina J, Aganj I, Lenglet C, Sapiro G, McMahon KL, de Zubicaray GI, Martin NG, Wright MJ, Toga AW, Thompson PM. Automatic clustering and population analysis of white matter tracts using maximum density paths. Neuroimage 2014, 97(C):284-295.
16. Taylor WD, MacFall JR, Gerig G, Krishnan RR. Structural integrity of the uncinate fasciculus in geriatric depression: relationship with age of onset. Neuropsychiatr Dis Treat 2007, 3:669. 2656303, 19300596.
17. First MB, Dibbon M, Spitzer RL, Williams JB. Structured Clinical Interview for DSM-IV-TR 2004, American Psychiatric Association: Washington.
18. Endicott J, Spitzer RL, Fleiss JL, Cohen J. The global assessment scale: a procedure for measuring overall severity of psychiatric disturbance. Arch Gen Psychiatry 1976, 33:766-771. 10.1001/archpsyc.1976.01770060086012, 938196.
19. Beck AT, Steer RA, Brown GK. Manual for the Beck Depression Inventory-II 1996, San Antonio: Psychological Corporation.
20. Friston KJ, Ashburner J. Generative and recognition models for neuroanatomy. Neuroimage 2004, 23:21-24. 10.1016/j.neuroimage.2004.04.021, 15325348.
21. Chang L-C, Jones DK, Pierpaoli C. RESTORE: robust estimation of tensors by outlier rejection. Magn Reson Med 2005, 53:1088-1095. 10.1002/mrm.20426, 15844157.
22. Mori S, Crain BJ, Chacko VP, Van Zijl P. Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol 1999, 45:265-269. 10.1002/1531-8249(199902)45:2<265::AID-ANA21>3.0.CO;2-3, 9989633.
23. Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A. In vivo fiber tractography using DT-MRI data. Magn Reson Med 2000, 44:625-632. 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO;2-O, 11025519.
24. Prasad G, Nir TM, Toga AW, Thompson PM. Tractography density and network measures in Alzheimer's disease. Proc IEEE Int Symp Biomed Imaging: April 7-11 2013; San Francisco 2013, 692-695. Piscataway: IEEE.
25. Dijkstra EW. A note on two problems in connexion with graphs. Numer Math 1959, 1:269-271.
26. Joshi SH, Klassen E, Srivastava A, Jermyn I. A novel representation for Riemannian analysis of elastic curves in Rn. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit: June 17-22 2007; Minneapolis 2007, 1-7. Piscataway: IEEE.
27. Joshi SH, Klassen E, Srivastava A, Jermyn I. Removing shape-preserving transformations in square-root elastic (SRE) framework for shape analysis of curves. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit 2007, 387-398. Berlin: Springer, Yuille A, Zhu S-C, Cremers D, Wang Y, [Lecture Notes in Computer Science, vol 4679.].
28. Benjamini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser A 1995, 57:289-300.
29. Blood AJ, Iosifescu DV, Makris N, Perlis RH, Kennedy DN, Dougherty DD, Kim BW, Lee MJ, Wu S, Lee S, Calhoun J, Hodge SM, Fava M, Rosen BR, Smoller JW, Gasic GP, Breiter HC, . for the Phenotype Genotype Project on Addiction and Mood Disorders Microstructural abnormalities in subcortical reward circuitry of subjects with major depressive disorder. PLoS One 2010, 5:e13945. 10.1371/journal.pone.0013945, 2993928, 21124764, for the Phenotype Genotype Project on Addiction and Mood Disorders.
30. Yurgelun-Todd DA, Silveri MM, Gruber SA, Rohan ML, Pimentel PJ. White matter abnormalities observed in bipolar disorder: a diffusion tensor imaging study. Bipolar Disord 2007, 9:504-512. 10.1111/j.1399-5618.2007.00395.x, 17680921.
31. Haznedar MM, Roversi F, Pallanti S, Baldini-Rossi N, Schnur DB, LiCalzi EM, Tang C, Hof PR, Hollander E, Buchsbaum MS. Fronto-thalamo-striatal gray and white matter volumes and anisotropy of their connections in bipolar spectrum illnesses. Biol Psychiatry 2005, 57:733-742. 10.1016/j.biopsych.2005.01.002, 15820230.
32. Versace A, Almeida JR, Hassel S, Walsh ND, Novelli M, Klein CR, Kupfer DJ, Phillips ML. Elevated left and reduced right orbitomedial prefrontal fractional anisotropy in adults with bipolar disorder revealed by tract-based spatial statistics. Arch Gen Psychiatry 2008, 65:1041-1052. 10.1001/archpsyc.65.9.1041, 2730162, 18762590.
33. Douaud G, Jbabdi S, Behrens TEJ, Menke RA, Gass A, Monsch AU, Rao A, Whitcher B, Kindlmann G, Matthews PM, Smith S. DTI measures in crossing-fibre areas: increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease. Neuroimage 2011, 55:880-890. 10.1016/j.neuroimage.2010.12.008, 21182970.
34. Furman DJ, Hamilton JP, Gotlib IH. Frontostriatal functional connectivity in major depressive disorder. Biol Mood Anxiety Disord 2011, 1:11. 10.1186/2045-5380-1-11, 3384258, 22737995.
35. Galea MP, Darian-Smith I. Multiple corticospinal neuron populations in the macaque monkey are specified by their unique cortical origins, spinal terminations, and connections. Cereb Cortex 1994, 4:166-194. 10.1093/cercor/4.2.166, 8038567.
36. Savitz J, Drevets WC. Bipolar and major depressive disorder: neuroimaging the developmental-degenerative divide. Neurosci Biobehav Rev 2009, 33:699-771. 10.1016/j.neubiorev.2009.01.004, 2858318, 19428491.
37. Li L, Ma N, Li Z, Tan L, Liu J, Gong G, Shu N, He Z. Prefrontal white matter abnormalities in young adult with major depressive disorder: a diffusion tensor imaging study. Brain Res 2007, 1168:124-128.
38. Alexopoulos GS, Kiosses DN, Choi SJ, Murphy CF, Lim KO. Frontal white matter microstructure and treatment response of late-life depression: a preliminary study. Am J Psychiatry 2002, 159:1929-1932. 10.1176/appi.ajp.159.11.1929, 12411231.