Causal connectivity alterations of cortical-subcortical circuit anchored on reduced hemodynamic response brain regions in first-episode drug-naïve major depressive disorder

Scientific Reports

Volumn 6, Issue , 2016, Pages

  Gao, Qing ^a   Zou, Ke ^b   He, Zongling ^c   Sun, Xueli ^b   Chen, Huafu ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b SICHUAN UNIVERSITY   (China)

^c SHANDONG MENTAL HEALTH CENTER   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ADULT; BRAIN CORTEX; BRAIN MAPPING; CASE CONTROL STUDY; CAUDATE NUCLEUS; DIAGNOSTIC IMAGING; FEMALE; FRONTAL LOBE; HEMODYNAMICS; HUMAN; IMAGE PROCESSING; MAJOR DEPRESSION; MALE; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOPHYSIOLOGY; PHYSIOLOGY; TEMPORAL LOBE; VASCULARIZATION; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN MAPPING; CASE-CONTROL STUDIES; CAUDATE NUCLEUS; CEREBRAL CORTEX; DEPRESSIVE DISORDER, MAJOR; FEMALE; FRONTAL LOBE; HEMODYNAMICS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; TEMPORAL LOBE; YOUNG ADULT;

EID: 84959339981     PISSN: None     EISSN: 20452322     Source Type: Journal    
DOI: 10.1038/srep21861     Document Type: Article

References (62)

1. Guo, W., et al. Unidirectionally affected causal connectivity of cortico-limbic-cerebellar circuit by structural deficits in drug-naive major depressive disorder. J Affect Disord 172C, 410-416 (2014
2. Hamilton, J. P., Chen, G., Thomason, M. E., Schwartz, M. E., & Gotlib, I. H. Investigating neural primacy in Major Depressive Disorder: multivariate Granger causality analysis of resting-state fMRI time-series data. Mol Psychiatry 16, 763-772 (2011
3. Zhang, J., et al. Disrupted brain connectivity networks in drug-naive, first-episode major depressive disorder. Biol Psychiatry 70, 334-342 (2011
4. Dutta, A., McKie, S., & Deakin, J. F. Resting state networks in major depressive disorder. Psychiatry Res 224, 139-151 (2014
5. Zeng, L. L., et al. Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis. Brain 135, 1498-1507 (2012
6. Meng, C., et al. Aberrant topology of striatum?s connectivity is associated with the number of episodes in depression. Brain 137, 598-609 (2014
7. Friston, K. J. Functional and effective connectivity: a review. Brain Connect 1, 13-36 (2011
8. Gao, Q., Duan, X., & Chen, H. Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality. Neuroimage 54, 1280-1288 (2011
9. Wu, G. R., et al. A blind deconvolution approach to recover effective connectivity brain networks from resting state fMRI data. Med Image Anal 17, 365-374 (2013
10. Iwabuchi, S. J., et al. Alterations in effective connectivity anchored on the insula in major depressive disorder. Eur Neuropsychopharmacol 24, 1784-1792 (2014
11. Wei, M., et al. Association of resting-state network dysfunction with their dynamics of inter-network interactions in depression. J Affect Disord 174, 527-534 (2015
12. Ding, M., Chen, Y., & Bressler, S. L. (Wiley-VCH, Verlag, 2006
13. Valdes-Sosa, P. A., Roebroeck, A., Daunizeau, J., & Friston, K. Effective connectivity: influence, causality and biophysical modeling. Neuroimage 58, 339-361 (2011
14. Wu, G. R., Liao, W., Stramaglia, S., Chen, H., & Marinazzo, D. Recovering directed networks in neuroimaging datasets using partially conditioned Granger causality. Brain Connect 3, 294-301 (2013
15. Marinazzo, D., Pellicoro, M., & Stramaglia, S. Causal information approach to partial conditioning in multivariate data sets. Comput Math Methods Med 2012, 303601 (2012
16. Wang, L., et al. Amplitude of low-frequency oscillations in first-episode, treatment-naive patients with major depressive disorder: a resting-state functional MRI study. PLoS One 7, e48658 (2012
17. Kong, L., et al. Frontal-subcortical volumetric deficits in single episode, medication-naive depressed patients and the effects of 8 weeks fluoxetine treatment: a VBM-DARTEL study. PLoS One 9, e79055 (2014
18. Bora, E., Fornito, A., Pantelis, C., & Yucel, M. Gray matter abnormalities in Major Depressive Disorder: a meta-Analysis of voxel based morphometry studies. J Affect Disord 138, 9-18 (2012
19. Handwerker, D. A., Ollinger, J. M., & D?Esposito, M. Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. Neuroimage 21, 1639-1651 (2004
20. Arichi, T., et al. Development of BOLD signal hemodynamic responses in the human brain. Neuroimage 63, 663-673 (2012
21. Wu, G., & Marinazzo, D. Retrieving the Hemodynamic Response Function in resting state fMRI: methodology and applications. PeerJ PrePrints 3, e1621 (2015
22. Cauli, B., & Hamel, E. Revisiting the role of neurons in neurovascular coupling. Front Neuroenergetics 2, 9 (2010
23. Kumar, A., et al. Subcortical biophysical abnormalities in patients with mood disorders. Mol Psychiatry 19, 710-716 (2014
24. Alexander, G. E., DeLong, M. R., & Strick, P. L. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9, 357-381 (1986
25. Stoffers, D., et al. The caudate: a key node in the neuronal network imbalance of insomnia?. Brain 137, 610-620 (2014
26. Heller, A. S., et al. Reduced capacity to sustain positive emotion in major depression reflects diminished maintenance of frontostriatal brain activation. Proc Natl Acad Sci USA 106, 22445-22450 (2009
27. Lisiecka, D., et al. Neural correlates of treatment outcome in major depression. Int J Neuropsychopharmacol 14, 521-534 (2011
28. Frodl, T., et al. Functional connectivity bias of the orbitofrontal cortex in drug-free patients with major depression. Biol Psychiatry 67, 161-167 (2010
29. Zald, D. H., et al. Meta-Analytic connectivity modeling reveals differential functional connectivity of the medial and lateral orbitofrontal cortex. Cereb Cortex 24, 232-248 (2014
30. Kahnt, T., Chang, L. J., Park, S. Q., Heinzle, J., & Haynes, J. D. Connectivity-based parcellation of the human orbitofrontal cortex. J Neurosci 32, 6240-6250 (2012
31. Maletic, V., & Raison, C. Integrated neurobiology of bipolar disorder. Front Psychiatry 5, 98 (2014
32. Wagner, G., et al. Enhanced rostral anterior cingulate cortex activation during cognitive control is related to orbitofrontal volume reduction in unipolar depression. J Psychiatry Neurosci 33, 199-208 (2008
33. Smoski, M. J., Rittenberg, A., & Dichter, G. S. Major depressive disorder is characterized by greater reward network activation to monetary than pleasant image rewards. Psychiatry Res 194, 263-270 (2011
34. Butters, M. A., et al. Three-dimensional surface mapping of the caudate nucleus in late-life depression. Am J Geriatr Psychiatry 17, 4-12 (2009
35. Liu, F., et al. Abnormal regional spontaneous neural activity in first-episode, treatment-naive patients with late-life depression: a resting-state fMRI study. Prog Neuropsychopharmacol Biol Psychiatry 39, 326-331 (2012
36. Su, L., et al. Cerebral metabolism in major depressive disorder: a voxel-based meta-Analysis of positron emission tomography studies. BMC Psychiatry 14, 321 (2014
37. Yang, X. H., et al. Diminished caudate and superior temporal gyrus responses to effort-based decision making in patients with firstepisode major depressive disorder. Prog Neuropsychopharmacol Biol Psychiatry 64, 52-59 (2015
38. Zhang, W. N., Chang, S. H., Guo, L. Y., Zhang, K. L., & Wang, J. The neural correlates of reward-related processing in major depressive disorder: a meta-Analysis of functional magnetic resonance imaging studies. J Affect Disord 151, 531-539 (2013
39. Ho, T. C., et al. Altered cerebral perfusion in executive, affective, and motor networks during adolescent depression. J Am Acad Child Adolesc Psychiatry 52, 1076-1091 e1072 (2013
40. Lui, S., et al. Depressive disorders: focally altered cerebral perfusion measured with arterial spin-labeling MR imaging. Radiology 251, 476-484 (2009
41. Chen, Z. Q., et al. Voxel-wise meta-Analyses of brain blood flow and local synchrony abnormalities in medication-free patients with major depressive disorder. J Psychiatry Neurosci 40, 140119 (2015
42. Cotter, D., et al. Reduced neuronal size and glial cell density in area 9 of the dorsolateral prefrontal cortex in subjects with major depressive disorder. Cereb Cortex 12, 386-394 (2002
43. Matsuo, K., et al. Hypofrontality and microvascular dysregulation in remitted late-onset depression assessed by functional nearinfrared spectroscopy. Neuroimage 26, 234-242 (2005
44. Price, J. L. Definition of the orbital cortex in relation to specific connections with limbic and visceral structures and other cortical regions. Ann N Y Acad Sci 1121, 54-71 (2007
45. Greicius, M. D., et al. Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol Psychiatry 62, 429-437 (2007
46. Desseilles, M., et al. Abnormal neural filtering of irrelevant visual information in depression. J Neurosci 29, 1395-1403 (2009
47. Veer, I. M., et al. Whole brain resting-state analysis reveals decreased functional connectivity in major depression. Front Syst Neurosci 4 (2010
48. Lu, Q., et al. Predicting depression based on dynamic regional connectivity: a windowed Granger causality analysis of MEG recordings. Brain Res 1535, 52-60 (2013
49. Murray, E. A., Wise, S. P., & Drevets, W. C. Localization of dysfunction in major depressive disorder: prefrontal cortex and amygdala. Biol Psychiatry 69, e43-54 (2011
50. Leitman, D. I., et al. It?s Not What You Say, But How You Say it: A Reciprocal Temporo-frontal Network for Affective Prosody. Front Hum Neurosci 4, 19 (2010
51. Sliz, D., & Hayley, S. Major depressive disorder and alterations in insular cortical activity: a review of current functional magnetic imaging research. Front Hum Neurosci 6, 323 (2012
52. Turner, B. M., et al. The cerebellum and emotional experience. Neuropsychologia 45, 1331-1341 (2007
53. Desmond, J. E. Trends in cerebellar research. Behav Neurol 23, 1-2 (2010
54. Peng, J., et al. Cerebral and cerebellar gray matter reduction in first-episode patients with major depressive disorder: a voxel-based morphometry study. Eur J Radiol 80, 395-399 (2011
55. Liu, L., et al. Altered cerebellar functional connectivity with intrinsic connectivity networks in adults with major depressive disorder. PLoS One 7, e39516 (2012
56. Ma, Q., Zeng, L. L., Shen, H., Liu, L., & Hu, D. Altered cerebellar-cerebral resting-state functional connectivity reliably identifies major depressive disorder. Brain Res 1495, 86-94 (2013
57. Guo, W. B., et al. Disrupted regional homogeneity in treatment-resistant depression: a resting-state fMRI study. Prog Neuropsychopharmacol Biol Psychiatry 35, 1297-1302 (2011
58. Achard, S., & Bullmore, E. Efficiency and cost of economical brain functional networks. PLoS Comput Biol 3, e17 (2007
59. Power, J. D., Barnes, K. A., Snyder, A. Z., Schlaggar, B. L., & Petersen, S. E. Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59, 2142-2154 (2012
60. Saad, Z. S., et al. Trouble at rest: how correlation patterns and group differences become distorted after global signal regression. Brain Connect 2, 25-32 (2012
61. Murphy, K., Birn, R. M., Handwerker, D. A., Jones, T. B., & Bandettini, P. A. The impact of global signal regression on resting state correlations: are anti-correlated networks introduced?. Neuroimage 44, 893-905 (2009
62. Wu, G. R., & Marinazzo, D. Point-Process Deconvolution of fMRI BOLD Signal Reveals Effective Connectivity Alterations in Chronic Pain Patients. Brain Topogr 28, 541-547 (2015