Altered spontaneous brain activity in patients with parkinson's disease accompanied by depressive symptoms, as revealed by regional homogeneity and functional connectivity in the prefrontal-limbic system

PLoS ONE

Volumn 9, Issue 1, 2014, Pages

  Sheng, Ke ^a   Fang, Weidong ^a   Su, Meilan ^a   Li, Rong ^a   Zou, Dezhi ^a   Han, Yu ^a   Wang, Xuefeng ^a   Cheng, Oumei ^a  

^a CHONGQING MEDICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

LEVODOPA;

ADULT; AGED; AMYGDALOID NUCLEUS; ARTICLE; BRAIN FUNCTION; CLINICAL ARTICLE; CONNECTOME; CONTROLLED STUDY; DEPRESSION; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HAMILTON SCALE; HUMAN; INFERIOR FRONTAL GYRUS; LIMBIC SYSTEM; LINGUAL GYRUS; MALE; MIDDLE FRONTAL GYRUS; PARKINSON DISEASE; PATHOGENESIS; PREFRONTAL CORTEX; RESTING STATE NETWORK;

ADULT; AGED; ANALYSIS OF VARIANCE; BRAIN; BRAIN MAPPING; DEPRESSION; FEMALE; HUMANS; LIMBIC SYSTEM; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEURAL PATHWAYS; PARKINSON DISEASE; PREFRONTAL CORTEX;

EID: 84896788574     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0084705     Document Type: Article

References (85)

1. Ehrt U, Brønnick K, Leentjens AFG, Larsen JP, Aarsland D (2006) Depressive symptom profile in Parkinson's disease: a comparison with depression in elderly patients without Parkinson's disease. International Journal of Geriatric Psychiatry 21: 252-258.
2. Lieberman A (2006) Depression in Parkinson's disease-a review. Acta Neurol Scand 113: 1-8.
3. Aarsland D, Pahlhagen S, Ballard CG, Ehrt U, Svenningsson P (2012) Depression in Parkinson disease-epidemiology, mechanisms and management. Nat Rev Neurol 8: 35-47.
4. Santamaria J, Tolosa E, Valles A (1986) Parkinson's disease with depression: a possible subgroup of idiopathic parkinsonism. Neurology 36: 1130-1133. (Pubitemid 16038602)
5. Wen X, Wu X, Liu J, Li K, Yao L (2013) Abnormal baseline brain activity in non-depressed Parkinson's disease and depressed Parkinson's disease: a restingstate functional magnetic resonance imaging study. PLoS One 8: e63691.
6. Cardoso EF, Maia FM, Fregni F, Myczkowski ML, Melo LM, et al. (2009) Depression in Parkinson's disease: convergence from voxel-based morphometry and functional magnetic resonance imaging in the limbic thalamus. Neuroimage 47: 467-472.
7. Politis M, Wu K, Loane C, Turkheimer FE, Molloy S, et al. (2010) Depressive symptoms in PD correlate with higher 5-HTT binding in raphe and limbic structures. Neurology 75: 1920-1927.
8. Gallagher DA, Schrag A (2012) Psychosis, apathy, depression and anxiety in Parkinson's disease. Neurobiol Dis 46: 581-589.
9. Feldmann A, Illes Z, Kosztolanyi P, Illes E, Mike A, et al. (2008) Morphometric changes of gray matter in Parkinson's disease with depression: a voxel-based morphometry study. Mov Disord 23: 42-46. (Pubitemid 351281216)
10. Kostic VS, Agosta F, Petrovic I, Galantucci S, Spica V, et al. (2010) Regional patterns of brain tissue loss associated with depression in Parkinson disease. Neurology 75: 857-863.
11. Fox MD, Raichle ME (2007) Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8: 700-711. (Pubitemid 47283145)
12. Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, et al. (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447: 83-86. (Pubitemid 46685840)
13. Zhang D, Raichle ME (2010) Disease and the brain's dark energy. Nat Rev Neurol 6: 15-28.
14. Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34: 537-541.
15. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, et al. (2001) A default mode of brain function. Proc Natl Acad Sci U S A 98: 676-682. (Pubitemid 32105102)
16. Baudrexel S, Witte T, Seifried C, von Wegner F, Beissner F, et al. (2011) Resting state fMRI reveals increased subthalamic nucleus-motor cortex connectivity in Parkinson's disease. Neuroimage 55: 1728-1738.
17. Wu T, Long X, Wang L, Hallett M, Zang Y, et al. (2011) Functional connectivity of cortical motor areas in the resting state in Parkinson's disease. Hum Brain Mapp 32: 1443-1457.
18. Tessitore A, Amboni M, Esposito F, Russo A, Picillo M, et al. (2012) Restingstate brain connectivity in patients with Parkinson's disease and freezing of gait. Parkinsonism Relat Disord 18: 781-787.
19. Zuo XN, Xu T, Jiang L, Yang Z, Cao XY, et al. (2013) Toward reliable characterization of functional homogeneity in the human brain: preprocessing, scan duration, imaging resolution and computational space. Neuroimage 65: 374-86.
20. Zang Y, Jiang T, Lu Y, He Y, Tian L (2004) Regional homogeneity approach to fMRI data analysis. NeuroImage 22: 394-400. (Pubitemid 38515848)
21. Kendall M GJ (1990) Rank Correlation Methods: Oxford: Oxford University Press.
22. Liu Y, Wang K, Yu C, He Y, Zhou Y, et al. (2008) Regional homogeneity, functional connectivity and imaging markers of Alzheimer's disease: a review of resting-state fMRI studies. Neuropsychologia 46: 1648-1656.
23. Wu T, Long X, Zang Y, Wang L, Hallett M, et al. (2009) Regional homogeneity changes in patients with Parkinson's disease. Hum Brain Mapp 30: 1502-1510.
24. Paakki JJ, Rahko J, Long X, Moilanen I, Tervonen O, et al. (2010) Alterations in regional homogeneity of resting-state brain activity in autism spectrum disorders. Brain Res 1321: 169-79.
25. Shukla DK, Keehn B, Muller RA (2010) Regional homogeneity of fMRI time series in autism spectrum disorders. Neurosci Lett 476: 46-51.
26. Zhu CZ, Zang YF, Cao QJ, Yan CG, He Y, et al. (2008) Fisher discriminative analysis of resting-state brain function for attention-deficit/ hyperactivity disorder. Neuroimage 40: 110-120.
27. Rajput DR (1993) Accuracy of clinical diagnosis of idiopathic Parkinson's disease. J Neurol Neurosurg Psychiatry 56: 938-939. (Pubitemid 23246166)
28. Gmitrowicz A, Kucharska A (1994) [Developmental disorders in the fourth edition of the American classification: diagnostic and statistical manual of mental disorders (DSM IV-optional book)]. Psychiatr Pol 28: 509-521. (Pubitemid 24344314)
29. Hoehn MM, Yahr MD (1967) Parkinsonism: onset, progression and mortality. Neurology 17: 427-442.
30. Folstein MF, Folstein SE, McHugh PR (1975) "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12: 189-198.
31. Hamilton M (1967) Development of a rating scale for primary depressive illness. Br J Soc Clin Psychol 6: 278-296.
32. Zung WW (1965) A SELF-RATING DEPRESSION SCALE. Arch Gen Psychiatry 12: 63-70.
33. Song XW, Dong ZY, Long XY, Li SF, Zuo XN, et al. (2011) REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 6: e25031.
34. Chao-Gan Y, Yu-Feng Z (2010) DPARSF: A MATLAB Toolbox for "Pipeline" Data Analysis of Resting-State fMRI. Front Syst Neurosci 4: 13.
35. Machizawa MG, Kalla R, Walsh V, Otten LJ (2010) The time course of ventrolateral prefrontal cortex involvement in memory formation. J Neurophysiol 103: 1569-1579.
36. Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59: 2142-2154.
37. Satterthwaite TD, Elliott MA, Gerraty RT, Ruparel K, Loughead J, et al. (2013) An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data. Neuroimage 64: 240-56.
38. Van Dijk KR, Sabuncu MR, Buckner RL (2012) The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59: 431-438.
39. Woolrich MW, Ripley BD, Brady M, Smith SM (2001) Temporal autocorrelation in univariate linear modeling of FMRI data. Neuroimage 14: 1370-1386. (Pubitemid 33124185)
40. Hu S, Xu D, Peterson B, Wang Q, He X, et al. (2013) Association of cerebral networks in resting state with sexual preference of homosexual men: a study of regional homogeneity and functional connectivity. PLoS One 8: e59426.
41. Phillips ML, Drevets WC, Rauch SL, Lane R (2003) Neurobiology of emotion perception I: The neural basis of normal emotion perception. Biol Psychiatry 54: 504-514. (Pubitemid 37289437)
42. Savitz J, Drevets WC (2009) Bipolar and major depressive disorder: neuroimaging the developmental-degenerative divide. Neurosci Biobehav Rev 33: 699-771.
43. Guo WB, Liu F, Xue ZM, Xu XJ, Wu RR, et al. (2012) Alterations of the amplitude of low-frequency fluctuations in treatment-resistant and treatmentresponse depression: a resting-state fMRI study. Prog Neuropsychopharmacol Biol Psychiatry 37: 153-160.
44. Fitzgerald PB, Laird AR, Maller J, Daskalakis ZJ (2008) A meta-analytic study of changes in brain activation in depression. Hum Brain Mapp 29: 683-695. (Pubitemid 351794123)
45. Ring HA, Bench CJ, Trimble MR, Brooks DJ, Frackowiak RS, et al. (1994) Depression in Parkinson's disease. A positron emission study. Br J Psychiatry 165: 333-339. (Pubitemid 24274150)
46. Matsui H, Nishinaka K, Oda M, Niikawa H, Komatsu K, et al. (2007) Depression in Parkinson's disease. Diffusion tensor imaging study. J Neurol 254: 1170-1173. (Pubitemid 350112338)
47. Tessitore A, Hariri AR, Fera F, Smith WG, Chase TN, et al. (2002) Dopamine modulates the response of the human amygdala: a study in Parkinson's disease. J Neurosci 22: 9099-9103. (Pubitemid 35379080)
48. LeDoux JE (2000) Emotion circuits in the brain. Annu Rev Neurosci 23: 155-184.
49. Drevets WC (1998) Functional neuroimaging studies of depression: the anatomy of melancholia. Annu Rev Med 49: 341-361. (Pubitemid 28197459)
50. Remy P, Doder M, Lees A, Turjanski N, Brooks D (2005) Depression in Parkinson's disease: loss of dopamine and noradrenaline innervation in the limbic system. Brain 128: 1314-1322. (Pubitemid 40826185)
51. Meppelink AM, de Jong BM, Renken R, Leenders KL, Cornelissen FW, et al. (2009) Impaired visual processing preceding image recognition in Parkinson's disease patients with visual hallucinations. Brain 132: 2980-2993.
52. Tao H, Guo S, Ge T, Kendrick KM, Xue Z, et al. (2013) Depression uncouples brain hate circuit. Mol Psychiatry 18: 101-111.
53. Dichter GS, Felder JN, Bodfish JW, Sikich L, Belger A (2009) Mapping social target detection with functional magnetic resonance imaging. Soc Cogn Affect Neurosci 4: 59-69.
54. Cordes D, Haughton VM, Arfanakis K, Carew JD, Turski PA, et al. (2001) Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. AJNR Am J Neuroradiol 22: 1326-1333. (Pubitemid 32734805)
55. Hampson M, Peterson BS, Skudlarski P, Gatenby JC, Gore JC (2002) Detection of functional connectivity using temporal correlations in MR images. Hum Brain Mapp 15: 247-262. (Pubitemid 34234789)
56. Rogers BP, Morgan VL, Newton AT, Gore JC (2007) Assessing functional connectivity in the human brain by fMRI. Magn Reson Imaging 25: 1347-1357. (Pubitemid 350122908)
57. Carballedo A, Scheuerecker J, Meisenzahl E, Schoepf V, Bokde A, et al. (2011) Functional connectivity of emotional processing in depression. J Affect Disord 134: 272-279.
58. Perlman SB, Almeida JR, Kronhaus DM, Versace A, Labarbara EJ, et al. (2012) Amygdala activity and prefrontal cortex-amygdala effective connectivity to emerging emotional faces distinguish remitted and depressed mood states in bipolar disorder. Bipolar Disord 14: 162-174.
59. Davidson RJ, Irwin W (1999) The functional neuroanatomy of emotion and affective style. Trends Cogn Sci 3: 11-21. (Pubitemid 29045582)
60. Goldin PR, McRae K, Ramel W, Gross JJ (2008) The neural bases of emotion regulation: reappraisal and suppression of negative emotion. Biol Psychiatry 63: 577-586. (Pubitemid 351273191)
61. Hummer TA, Hulvershorn LA, Karne HS, Gunn AD, Wang Y, et al. (2013) Emotional response inhibition in bipolar disorder: a functional magnetic resonance imaging study of trait-and state-related abnormalities. Biol Psychiatry 73: 136-143.
62. Suslow T, Kugel H, Ohrmann P, Stuhrmann A, Grotegerd D, et al. (2012) Neural correlates of affective priming effects based on masked facial emotion: An fMRI study. Psychiatry Res 3: 00245-00244.
63. Timmann D, Daum I (2007) Cerebellar contributions to cognitive functions: a progress report after two decades of research. Cerebellum 6: 159-162. (Pubitemid 47360072)
64. De Smet HJ, Paquier P, Verhoeven J, Marien P (2013) The cerebellum: Its role in language and related cognitive and affective functions. Brain Lang 17: 00201-00205.
65. Guo W, Liu F, Xue Z, Gao K, Liu Z, et al. (2013) Abnormal resting-state cerebellar-cerebral functional connectivity in treatment-resistant depression and treatment sensitive depression. Prog Neuropsychopharmacol Biol Psychiatry 44: 51-57.
66. Simmons AN, Stein MB, Strigo IA, Arce E, Hitchcock C, et al. (2011) Anxiety positive subjects show altered processing in the anterior insula during anticipation of negative stimuli. Hum Brain Mapp 32: 1836-1846.
67. Gitelman DR, Nobre AC, Parrish TB, LaBar KS, Kim YH, et al. (1999) A largescale distributed network for covert spatial attention: further anatomical delineation based on stringent behavioural and cognitive controls. Brain 122: 1093-1106. (Pubitemid 29533125)
68. Cabeza R, Nyberg L (2000) Imaging cognition II: An empirical review of 275 PET and fMRI studies. J Cogn Neurosci 12: 1-47. (Pubitemid 30142782)
69. Tao H, Guo S, Ge T, Kendrick KM, Xue Z, et al. (2011) Depression uncouples brain hate circuit. Molecular Psychiatry 18: 101-111.
70. Zeng LL, Shen H, Liu L, Wang L, Li B, et al. (2012) Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis. Brain 135: 1498-1507.
71. Desseilles M, Balteau E, Sterpenich V, Dang-Vu TT, Darsaud A, et al. (2009) Abnormal neural filtering of irrelevant visual information in depression. J Neurosci 29: 1395-1403.
72. Cant JS, Goodale MA (2007) Attention to form or surface properties modulates different regions of human occipitotemporal cortex. Cereb Cortex 17: 713-731.
73. Vohn R, Fimm B, Weber J, Schnitker R, Thron A, et al. (2007) Management of attentional resources in within-modal and cross-modal divided attention tasks: an fMRI study. Hum Brain Mapp 28: 1267-1275. (Pubitemid 350234179)
74. Teasdale JD, Howard RJ, Cox SG, Ha Y, Brammer MJ, et al. (1999) Functional MRI study of the cognitive generation of affect. Am J Psychiatry 156: 209-215. (Pubitemid 29077111)
75. Porro CA (2003) Functional imaging and pain: behavior, perception, and modulation. Neuroscientist 9: 354-369. (Pubitemid 37204340)
76. Vogt BA (2005) Pain and emotion interactions in subregions of the cingulate gyrus. Nat Rev Neurosci 6: 533-544. (Pubitemid 40942820)
77. Pereira MG, de Oliveira L, Erthal FS, Joffily M, Mocaiber IF, et al. (2010) Emotion affects action: Midcingulate cortex as a pivotal node of interaction between negative emotion and motor signals. Cogn Affect Behav Neurosci 10: 94-106.
78. Benuzzi F, Lui F, Duzzi D, Nichelli PF, Porro CA (2009) Brain networks responsive to aversive visual stimuli in humans. Magn Reson Imaging 27: 1088-1095.
79. Mink JW (1996) The basal ganglia: focused selection and inhibition of competing motor programs. Prog Neurobiol 50: 381-425. (Pubitemid 27028538)
80. Wu T, Wang L, Chen Y, Zhao C, Li K, et al. (2009) Changes of functional connectivity of the motor network in the resting state in Parkinson's disease. Neurosci Lett 460: 6-10.
81. D'Andrea JN, Haffenden AM, Furtado S, Suchowersky O, Goodyear BG (2013) Degradation of stored movement representations in the Parkinsonian brain and the impact of levodopa. Neuropsychologia 51: 1195-1203.
82. Schoevers RA, Beekman AT, Deeg DJ, Geerlings MI, Jonker C, et al. (2000) Risk factors for depression in later life; results of a prospective community based study (AMSTEL). J Affect Disord 59: 127-137. (Pubitemid 30317429)
83. Lindeman S, Hamalainen J, Isometsa E, Kaprio J, Poikolainen K, et al. (2000) The 12-month prevalence and risk factors for major depressive episode in Finland: representative sample of 5993 adults. Acta Psychiatr Scand 102: 178-184. (Pubitemid 30663325)
84. Murray JB (1996) Depression in Parkinson's disease. J Psychol 130: 659-667. (Pubitemid 126418555)
85. Starkstein SE, Preziosi TJ, Bolduc PL, Robinson RG (1990) Depression in Parkinson's disease. J Nerv Ment Dis 178: 27-31. (Pubitemid 20175041)