Topologically convergent and divergent structural connectivity patterns between patients with remitted geriatric depression and amnestic mild cognitive impairment

Journal of Neuroscience

Volumn 32, Issue 12, 2012, Pages 4307-4318

  Bai, Feng ^a,b   Shu, Ni ^c   Yuan, Yonggui ^a   Shi, Yongmei ^a   Yu, Hui ^b   Wu, Di ^b   Wang, Jinhui ^c   Xia, Mingrui ^c   He, Yong ^c   Zhang, Zhijun ^a  

^a AFFILIATED ZHONGDA HOSPITAL OF SOUTHEAST UNIVERSITY   (China)

^b MEDICAL SCHOOL OF SOUTHEAST UNIVERSITY   (China)

^c BEIJING NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AGED; ALZHEIMER DISEASE; ARTICLE; CONTROLLED STUDY; DEPRESSION; DIFFUSION TENSOR IMAGING; FEMALE; FRONTAL CORTEX; HUMAN; MAJOR CLINICAL STUDY; MALE; MILD COGNITIVE IMPAIRMENT; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; POSTERIOR CINGULATE; PRIORITY JOURNAL; REMITTED GERIATRIC DEPRESSION; WHITE MATTER;

AGED; ANISOTROPY; BRAIN; BRAIN MAPPING; DEPRESSION; DIFFUSION TENSOR IMAGING; FEMALE; HUMANS; IMAGING, THREE-DIMENSIONAL; MALE; MIDDLE AGED; MILD COGNITIVE IMPAIRMENT; NEURAL PATHWAYS; NEUROPSYCHOLOGICAL TESTS; PSYCHIATRIC STATUS RATING SCALES;

EID: 84863337977     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.5061-11.2012     Document Type: Article

References (64)

1. Achard S, Bullmore E (2007) Efficiency and cost of economical brain functional networks. PLoS Comput Biol 3:e17.
2. Alexopoulos GS, Murphy CF, Gunning-Dixon FM, Latoussakis V, Kanello-poulos D, Klimstra S, Lim KO, Hoptman MJ (2008) Microstructural white matter abnormalities and remission of geriatric depression. Am J Psychiatry 165:238-244.
3. Bae JN, MacFall JR, Krishnan KR, Payne ME, Steffens DC, Taylor WD (2006) Dorsolateral prefrontal cortex and anterior cingulate cortex white matter alterations in late-life depression. Biol Psychiatry 60:1356 -1363.
4. Bai F, Zhang Z, Watson DR, Yu H, Shi Y, Yuan Y, Qian Y, Jia J (2009a) Abnormal integrity of association fiber tracts in amnestic mild cognitive impairment. J Neurol Sci 278:102-106.
5. Bai F, Zhang Z, Watson DR, Yu H, Shi Y, Yuan Y, Zang Y, Zhu C, Qian Y (2009b) Abnormal functional connectivity of hippocampus during episodic memory retrieval processing network in amnestic mild cognitive impairment. Biol Psychiatry 65:951-958.
6. Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44:625-632.
7. Beason-Held LL (2011) Dementia and the default mode. Curr Alzheimer Res 8:361-365.
8. Blasko I, Kemmler G, Jungwirth S, Wichart I, Krampla W, Weissgram S, Jellinger K, Tragl KH, Fischer P (2010) Plasma amyloid beta-42 independently predicts both late-onset depression and Alzheimer disease. Am J Geriatr Psychiatry 18:973-982.
9. Bullmore E, Sporns O (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186-198.
10. Bullmore ET, Bassett DS (2011) Brain graphs: graphical models of the human brain connectome. Annu Rev Clin Psychol 7:113-140.
11. Butters MA, Whyte EM, Nebes RD, Begley AE, Dew MA, Mulsant BH, Zmuda MD, Bhalla R, Meltzer CC, Pollock BG, Reynolds CF, Becker JT (2004) The nature and determinants of neuropsychological functioning in late-life depression. Arch Gen Psychiatry 61:587-595.
12. Butters MA, Klunk WE, Mathis CA, Price JC, Ziolko SK, Hoge JA, Tsopelas ND, Lopresti BJ, Reynolds CF 3rd, DeKosky ST, Meltzer CC (2008) Imaging Alzheimer pathology in late-life depression with PET and Pittsburgh Compound-B. Alzheimer Dis Assoc Disord 22:261-268.
13. Conturo TE, Lori NF, Cull TS, Akbudak E, Snyder AZ, Shimony JS, McK-instry RC, Burton H, Raichle ME (1999) Tracking neuronal fiber pathways in the living human brain. Proc Natl Acad Sci U S A 96:10422-10427.
14. Delbeuck X, Van der Linden M, Collette F (2003) Alzheimer's disease as a disconnection syndrome? Neuropsychol Rev 13:79-92.
15. Dubois B, Feldman HH, Jacova C, Cummings JL, Dekosky ST, Barberger-Gateau P, Delacourte A, Frisoni G, Fox NC, Galasko D, Gauthier S, Ham-pel H, Jicha GA, Meguro K, O'Brien J, Pasquier F, Robert P, Rossor M, Salloway S, Sarazin M, et al. (2010) Revising the definition of Alzheimer's disease: a new lexicon. Lancet Neurol 9:1118-1127.
16. Fennema-Notestine C, McEvoy LK, Hagler DJ Jr, Jacobson MW, Dale AM; The Alzheimer's Disease Neuroimaging Initiative (2009) Structural neuroimaging inthe detection and prognosis ofpre-clinical and early AD. Behav Neurol 21:3-12.
17. Fornito A, Zalesky A, Bullmore ET (2010) Network scaling effects in graph analytic studies of human resting-state FMRI data. Front Syst Neurosci 4:22.
18. Gong G, He Y, Concha L, Lebel C, Gross DW, Evans AC, Beaulieu C (2009a) Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cereb Cortex 19:524-536.
19. Gong G, Rosa-Neto P, Carbonell F, Chen ZJ, He Y, Evans AC (2009b) Age-and gender-related differences in the cortical anatomical network. J Neu-rosci 29:15684-15693.
20. Goveas J, Xie C, Wu Z, Douglas Ward B, Li W, Franczak MB, Jones JL, Antuono PG, Yang Z, Li SJ (2011) Neural correlates of the interactive relationship between memory deficits and depressive symptoms in non-demented elderly: resting fMRI study. Behav Brain Res 219:205-212.
21. Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen VJ, Sporns O (2008) Mapping the structural core of human cerebral cortex. PLoS Biol 6:e159.
22. He Y, Evans A (2010) Graph theoretical modeling of brain connectivity. Curr Opin Neurol 23:341-350.
23. He Y, Chen ZJ, Evans AC (2007) Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cereb Cortex 17:2407-2419.
24. He Y, Chen Z, Evans A (2008) Structural insights into aberrant topological patternsof large-scalecortical networksin Alzheimer's disease. JNeurosci 28:4756-4766.
25. He Y, Chen Z, Gong G, Evans A (2009) Neuronal networks in Alzheimer's disease. Neuroscientist 15:333-350.
26. Hecht D (2010) Depression and the hyperactive right-hemisphere. Neuro-sci Res 68:77-87.
27. Humphries MD, Gurney K, Prescott TJ (2005) Is there an integrative center in the vertebrate brainstem? A robotic evaluation of a model of the retic-ular formation viewed as an action selection device. Adapt Behav 13:97-113.
28. Iturria-Medina Y, Sotero RC, Canales-Rodríguez EJ, Alemán-Gómez Y, Melie-García L (2008) Studying the human brain anatomical network via diffusion-weighted MRI and graph theory. Neuroimage 40:1064-1076.
29. 11C PiB and structural MRI provide complementary information in imaging of Alzheimer's disease and amnestic mild cognitive impairment. Brain 131:665-680.
30. Jagust WJ, Bandy D, Chen K, Foster NL, Landau SM, Mathis CA, Reiman EM, Skovronsky D, Koeppe RA; Alzheimer's Disease Neuroimaging Initiative (2010) The Alzheimer's Disease Neuroimaging Initiative positron emission tomography core. Alzheimers Dement 6:221-229.
31. Kenny ER, Blamire AM, Firbank MJ, O'Brien JT (2012) Functional connectivity in cortical regions in dementia with Lewy bodies and Alzheimer's disease. Brain 135:569-581.
32. Latora V, Marchiori M (2001) Efficient behavior of small-world networks. Phys Rev Lett 87:198701.
33. Leistedt SJ, Coumans N, Dumont M, Lanquart JP, Stam CJ, Linkowski P (2009) Altered sleep brain functional connectivity in acutely depressed patients. Hum Brain Mapp 30:2207-2219.
34. Lo CY, Wang PN, Chou KH, Wang J, He Y, Lin CP (2010) Diffusion tensor tractography reveals abnormal topological organization in structural cortical networks in Alzheimer's disease. J Neurosci 30:16876-16885.
35. Maslov S, Sneppen K (2002) Specificity and stability in topology of protein networks. Science 296:910-913.
36. Milak MS, Parsey RV, Keilp J, Oquendo MA, Malone KM, Mann JJ (2005) Neuroanatomic correlates of psychopathologic components of major depressive disorder. Arch Gen Psychiatry 62:397-408.
37. Mori S, Crain BJ, Chacko VP, van Zijl PC (1999) Three-dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol 45:265-269.
38. Morimoto SS, Gunning FM, Murphy CF, Kanellopoulos D, Kelly RE, Alexo-poulos GS (2011) Executive function and short-term remission of geriatric depression: the role of semantic strategy. Am J Geriatr Psychiatry 19:115-122.
39. Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E (1999) Mild cognitive impairment,clinical characterization and outcome. Arch Neurol 56:303-308.
40. Pihlajamaki M, Jauhiainen AM, Soininen H (2009) Structural and functional MRIinmild cognitive impairment. Curr Alzheimer Res 6:179-185.
41. Rapp MA, Schnaider-Beeri M, Grossman HT, Sano M, Perl DP, Purohit DP, Gorman JM, Haroutunian V (2006) Increased hippocampal plaques and tangles in patients with Alzheimer disease with a lifetime history of major depression. Arch Gen Psychiatry 63:161-167.
42. Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52:1059-1069.
43. Sexton CE, Kalu UG, Filippini N, Mackay CE, Ebmeier KP (2011) A meta-analysis of diffusion tensor imaging in mild cognitive impairment and Alzheimer's disease. Neurobiol Aging 32:2322.e5-e8.
44. Shu N, Liu Y, Li J, Li Y, Yu C, Jiang T (2009) Altered anatomical network in early blindness revealed by diffusion tensor tractography. PLoS One 4:e7228.
45. Shu N, Liu Y, Li K, Duan Y, Wang J, Yu C, Dong H, Ye J, He Y (2011) Diffusion tensor tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis. Cereb Cortex 21:2565-2577.
46. Sporns O (2011) The human connectome: a complex network. Ann N Y Acad Sci 1224:109-125.
47. Sporns O, Zwi JD (2004) The small world of the cerebral cortex. Neuroin-formatics 2:145-162.
48. Stam CJ (2010) Characterization of anatomical and functional connectivity in the brain: a complex networks perspective. Int J Psychophysiol 77:186-194.
49. Stam CJ, Jones BF, Nolte G, Breakspear M, Scheltens P (2007) Small-world networks and functional connectivity in Alzheimer's disease. Cereb Cortex 17:92-99.
50. Supekar K, Menon V, Rubin D, Musen M, Greicius MD (2008) Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLoS Comput Biol 4:e1000100.
51. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Del-croix N, Mazoyer B, Joliot M (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15:273-289.
52. van den Heuvel MP, Stam CJ, Boersma M, Hulshoff Pol HE (2008) Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain. Neuroimage 43:528-539.
53. Wang J, Wang L, Zang Y, Yang H, Tang H, Gong Q, Chen Z, Zhu C, He Y (2009) Parcellation-dependent small-world brain functional networks: a resting-state fMRI study. Hum Brain Mapp 30:1511-1523.
54. Watts DJ, Strogatz SH (1998) Collective dynamics of "small-world" networks. Nature 393:440-442.
55. Wee CY, Yap PT, Zhang D, Denny K, Browndyke JN, Potter GG, Welsh-Bohmer KA, Wang L, Shen D (2012) Identification of MCI individuals using structural and functional connectivity networks. Neuroimage 59:2045-2056.
56. Winblad B, Palmer K, Kivipelto M, Jelic V, Fratiglioni L, Wahlund LO, Nor-dberg A, Backman L, Albert M, Almkvist O, Arai H, Basun H, Blennow K, de Leon M, DeCarli C, Erkinjuntti T, Giacobini E, Graff C, Hardy J, Jack C, et al. (2004) Mild cognitive impairment-beyond controversies, towards a consensus: report of the international working group on mild cognitive impairment. J Intern Med 256:240-246.
57. Xie C, Goveas J, Wu Z, Li W, Chen G, Franczak MB, Jones JL, Zhang Z, Li SJ (2011) Neural basis of the association between depressive symptoms and memory deficits in nondemented subjects: resting-state fMRI study. Hum Brain Mapp. Advance online publication. Retrieved February 13, 2012. doi:10.1002/hbm.21291.
58. Yuan Y, Zhu W, Zhang Z, Bai F, Yu H, Shi Y, Qian Y, Liu W, Jiang T, You J, Liu Z (2008a) Regional gray matter changes are associated with cognitive deficits in remitted geriatric depression: an optimized voxel-based mor-phometry study. Biol Psychiatry 64:541-544.
59. Yuan Y, Zhang Z, Bai F, Yu H, Shi Y, Qian Y, Liu W, You J, Zhang X, Liu Z (2008b) Abnormal neural activity in the patients with remitted geriatric depression: a resting-state functional magnetic resonance imaging study. J Affect Disord 111:145-152.
60. Yuan Y, Hou Z, Zhang Z, Bai F, Yu H, You J, Shi Y, Liu W, Jiang T (2010) Abnormal integrity of long association fiber tracts is associated with cognitive deficits in patients with remitted geriatric depression: a cross-sectional, case-control study. J Clin Psychiatry 71:1386-1390.
61. Zalesky A, Fornito A, Harding IH, Cocchi L, Yucel M, Pantelis C, Bullmore ET (2010a) Whole-brain anatomical networks: does the choice of nodes matter? Neuroimage 50:970-983.
62. Zalesky A, Fornito A, Bullmore ET (2010b) Network-based statistic: identifying differences in brain networks. Neuroimage 53:1197-1207.
63. Zhang J, Wang J, Wu Q, Kuang W, Huang X, He Y, Gong Q (2011) Disrupted brain connectivity networks in drug-naive, first-episode major depressive disorder. Biol Psychiatry 70:334-342.
64. Zhuang L, Wen W, Zhu W, Trollor J, Kochan N, Crawford J, Reppermund S, Brodaty H, Sachdev P (2010) White matter integrity in mild cognitive impairment: A tract-based spatial statistics study. Neuroimage 53:16-25.