Hemispheric lateralization of topological organization in structural brain networks

Human Brain Mapping

Volumn 35, Issue 9, 2014, Pages 4944-4957

  Caeyenberghs, Karen ^a,b   Leemans, Alexander ^c  

^a GHENT UNIVERSITY   (Belgium)

^b GHENT UNIVERSITY   (Belgium)

^c UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

Development; Diffusion tensor imaging; Gender; Graph theoretical analysis; Lateralization; Structural connectome

Indexed keywords

ADULT; AGED; AGING; ANATOMY AND HISTOLOGY; BRAIN; COHORT ANALYSIS; DIFFUSION TENSOR IMAGING; FEMALE; GROWTH, DEVELOPMENT AND AGING; HEMISPHERIC DOMINANCE; HUMAN; IMAGE PROCESSING; MALE; MIDDLE AGED; NERVE TRACT; PATHOLOGY; SEXUAL DEVELOPMENT; VERY ELDERLY; WHITE MATTER; YOUNG ADULT;

ADULT; AGED; AGED, 80 AND OVER; AGING; BRAIN; COHORT STUDIES; DIFFUSION TENSOR IMAGING; FEMALE; FUNCTIONAL LATERALITY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MALE; MIDDLE AGED; NEURAL PATHWAYS; SEX CHARACTERISTICS; WHITE MATTER; YOUNG ADULT;

EID: 84904467693     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22524     Document Type: Article

References (112)

1. Achard S, Bullmore E (2007): Efficiency and cost of economical brain functional networks. PLoS Comput Biol 3:174-183.
2. Ardekani S, Kumar A, Bartzokis G, Sinha U (2007): Exploratory voxel-based analysis of diffusion indices and hemispheric asymmetry in normal aging. Magn Reson Imaging 25:154-167.
3. Barabasi AL, Albert R (1999): Emergence of scaling in random networks. Science 286:509-512.
4. Basser PJ, Mattiello J, LeBihan D (1994): Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103:247-254
5. 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.
6. Bassett DS, Bullmore E (2006): Small-world brain networks. Neuroscientist 12:512-523.
7. Bassett DS, Brown JA, Deshpande V, Carlson JM, Grafton ST (2011): Conserved and variable architecture of human white matter connectivity. Neuroimage 54:1262-1279.
8. Bastiani M, Shah NJ, Goebel R, Roebroeck A (2012): Human cortical connectome reconstruction from diffusion weighted MRI: The effect of tractography algorithm. Neuroimage 62:1732-1749.
9. Behrens TE, Berg HJ, Jbabdi S, Rushworth MF, Woolrich MW (2007): Probabilistic diffusion tractography with multiple fibre orientations: What can we gain? Neuroimage 34:144-155.
10. Bigler ED, Blatter DD, Anderson CV, Johnson SC, Gale SD, Hopkins RO, Burnett B (1997): Hippocampal volume in normal aging and traumatic brain injury. AJNR Am J Neuroradiol 18:11-23.
11. Buchel C, Raedler T, Sommer M, Sach M, Weiller C, Koch MA (2004): White matter asymmetry in the human brain: A diffusion tensor MRI study. Cereb Cortex 14:945-951.
12. Bullmore E, Sporns O (2009): Complex brain networks: Graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186-198.
13. Cabeza R (2002): Hemispheric asymmetry reduction in older adults: The HAROLD model. Psychol Aging 17:85-100.
14. Cabeza R, McIntosh AR, Tulving E, Nyberg L, Grady CL (1997): Age-related differences in effective neural connectivity during encoding and recall. Neuroreport 8:3479-3483.
15. Cabeza R, Daselaar SM, Dolcos F, Prince SE, Budde M, Nyberg L (2004): Task-independent and task-specific age effects on brain activity during working memory, visual attention and episodic retrieval. Cereb Cortex 14:364-375.
16. Caeyenberghs K, Leemans A, Geurts M, Taymans T, Vander LC, Smits-Engelsman BC, Sunaert S, Swinnen SP (2010a): Brain-behavior relationships in young traumatic brain injury patients: Fractional anisotropy measures are highly correlated with dynamic visuomotor tracking performance. Neuropsychologia 48:1472-1482.
17. Caeyenberghs K, Leemans A, Geurts M, Taymans T, Linden CV, Smits-Engelsman BC, Sunaert S, Swinnen SP (2010b): Brain-behavior relationships in young traumatic brain injury patients: DTI metrics are highly correlated with postural control. Hum Brain Mapp 31:992-1002.
18. Caeyenberghs K, Leemans A, Geurts M, Linden CV, Smits-Engelsman BC, Sunaert S, Swinnen SP (2011): Correlations between white matter integrity and motor function in traumatic brain injury patients. Neurorehabil Neural Repair 25:492-502.
19. Catani M, Allin MP, Husain M, Pugliese L, Mesulam MM, Murray RM, Jones DK (2007): Symmetries in human brain language pathways correlate with verbal recall. Proc Natl Acad Sci USA 104:17163-17168.
20. Chang LC, Jones DK, Pierpaoli C (2005): RESTORE: Robust estimation of tensors by outlier rejection. Magn Reson Med 53:1088-1095.
21. Cheng H, Wang Y, Sheng J, Kronenberger WG, Mathews VP, Hummer TA, Saykin AJ (2012): Characteristics and variability of structural networks derived from diffusion tensor imaging. Neuroimage 61:1153-1164.
22. Coghill RC, Talbot JD, Evans AC, Meyer E, Gjedde A, Bushnell MC, Duncan GH (1994): Distributed processing of pain and vibration by the human brain. J Neurosci 14:4095-4108.
23. Coxon JP, Goble DJ, Van Impe A, De Vos J, Wenderoth N, Swinnen SP (2010): Reduced basal ganglia function when elderly switch between coordinated movement patterns. Cereb Cortex 20:2368-2379.
24. Dadda M, Cantalupo C, Hopkins WD (2006): Further evidence of an association between handedness and neuroanatomical asymmetries in the primary motor cortex of chimpanzees (Pan troglodytes). Neuropsychologia 44:2582-2586.
25. Dell'acqua F, Catani M (2012): Structural human brain networks: Hot topics in diffusion tractography. Curr Opin Neurol 25:375-383.
26. Dell'acqua F, Rizzo G, Scifo P, Clarke RA, Scotti G, Fazio F (2007): A model-based deconvolution approach to solve fiber crossing in diffusion-weighted MR imaging. IEEE Trans Biomed Eng 54:462-472
27. Dell'acqua F, Scifo P, Rizzo G, Catani M, Simmons A, Scotti G, Fazio F (2010): A modified damped Richardson-Lucy algorithm to reduce isotropic background effects in spherical deconvolution. Neuroimage 49:1446-1458.
28. Dell'acqua F, Simmons A, Williams SCR, Catani M (2013): Can spherical deconvolution provide more information than fiber orientations? Hindrance modulated orientational anisotropy, a true-tract specific index to characterize white matter diffusion. Hum Brain Mapp 34:2464-2483.
29. Dennis EL, Jahanshad N, McMahon KL, de Zubicaray GI, Martin NG, Hickie IB, Toga AW, Wright MJ, Thompson PM (2013): Development of brain structural connectivity between ages 12 and 30: A 4-Tesla diffusion imaging study in 439 adolescents and adults. Neuroimage 64:671-684.
30. Descoteaux M, Deriche R, Knosche TR, Anwander A (2009): Deterministic and probabilistic tractography based on complex fibre orientation distributions. IEEE Trans Med Imaging 28:269-286.
31. Dubois J, Hertz-Pannier L, Cachia A, Mangin JF, Le BD, Dehaene-Lambertz G (2009): Structural asymmetries in the infant language and sensori-motor networks. Cereb Cortex 19:414-423.
32. Gong G, Jiang T, Zhu C, Zang Y, Wang F, Xie S, Xiao J, Guo X (2005): Asymmetry analysis of cingulum based on scale-invariant parameterization by diffusion tensor imaging. Hum Brain Mapp 24:92-98.
33. Gong G, He Y, Concha L, LeBel C, Gross DW, Evans AC, Beaulieu C (2009): Mapping anatomical connectivity patterns of human cerebral cortex using in vivo diffusion tensor imaging tractography. Cereb Cortex 19:524-536.
34. Good CD, Johnsrude I, Ashburner J, Henson RN, Friston KJ, Frackowiak RS (2001): Cerebral asymmetry and the effects of sex and handedness on brain structure: A voxel-based morphometric analysis of 465 normal adult human brains. Neuroimage 14:685-700.
35. Griffa A, Baumann PS, Thiran JP, Hagmann P (2013): Structural connectomics in brain diseases. Neuroimage 80:515-526.
36. Gunning-Dixon FM, Brickman AM, Cheng JC, Alexopoulos GS (2009): Aging of cerebral white matter: A review of MRI findings. Int J Geriatr Psychiatry 24:109-117.
37. Guye M, Bettus G, Bartolomei F, Cozzone PJ (2010): Graph theoretical analysis of structural and functional connectivity MRI in normal and pathological brain networks. MAGMA 23:409-421.
38. Hagmann P, Kurant M, Gigandet X, Thiran P, Wedeen VJ, Meuli R, Thiran JP (2007): Mapping human whole-brain structural networks with diffusion MRI. PLoS One 2:e597.
39. Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen V, Sporns O (2008): Mapping the structural core of human cerebral cortex. PLoS Biol 6:1479-1493.
40. Hess CP, Mukherjee P, Han ET, Xu D, Vigneron DB (2006): Q-ball reconstruction of multimodal fiber orientations using the spherical harmonic basis. Magn Reson Med 56:104-117.
41. Hof PR, Morrison JH (2004): The aging brain: morphomolecular senescence of cortical circuits. Trends Neurosci 27:607-613.
42. Hsu JL, Leemans A, Bai CH, Lee CH, Tsai YF, Chiu HC, Chen WH (2008): Gender differences and age-related white matter changes of the human brain: A diffusion tensor imaging study. Neuroimage 39:566-577.
43. Hsu JL, Van HW, Bai CH, Lee CH, Tsai YF, Chiu HC, Jaw FS, Hsu CY, Leu JG, Chen WH, Leemans A (2010): Microstructural white matter changes in normal aging: A diffusion tensor imaging study with higher-order polynomial regression models. Neuroimage 49:32-43.
44. Iturria-Medina Y, Sotero RC, Canales-Rodriguez EJ, Aleman-Gomez Y, Melie-Garcia L (2008): Studying the human brain anatomical network via diffusion-weighted MRI and graph theory. Neuroimage 40:1064-1076.
45. Iturria-Medina Y, Perez FA, Morris DM, Canales-Rodriguez EJ, Haroon HA, Garcia PL, Augath M, Galan GL, Logothetis N, Parker GJ, Melie-Garcia L (2011): Brain hemispheric structural efficiency and interconnectivity rightward asymmetry in human and nonhuman primates. Cereb Cortex 21:56-67.
46. Jancke L, Schlaug G, Huang Y, Steinmetz H (1994): Asymmetry of the planum parietale. Neuroreport 5:1161-1163.
47. Jbabdi S, Johansen-Berg H (2011): Tractography: Where do we go from here? Brain Connect 1:169-183.
48. Jeurissen B, Leemans A, Jones DK, Tournier JD, Sijbers J (2011): Probabilistic fiber tracking using the residual bootstrap with constrained spherical deconvolution. Hum Brain Mapp 32:461-479.
49. Jeurissen B, Leemans A, Tournier JD, Jones DK, Sijbers J (2013): Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging. Hum Brain Mapp 34:2747-2766.
50. Jones DK, Cercignani M (2010): Twenty-five Pitfalls in the analysis of diffusion MRI data. NMR Biomed 23:803-820.
51. Jones DK, Leemans A (2011): Diffusion tensor imaging. Methods Mol Biol 711:127-144.
52. Jones AK, Brown WD, Friston KJ, Qi LY, Frackowiak RS (1991): Cortical and subcortical localization of response to pain in man using positron emission tomography. Proc Biol Sci 244:39-44.
53. Jones DK, Knosche TR, Turner R (2013): White matter integrity, fiber count, and other fallacies: The do's and don'ts of diffusion MRI. Neuroimage 73:239-254
54. Josse G, Tzourio-Mazoyer N (2004): Hemispheric specialization for language. Brain Res Brain Res Rev 44:1-12.
55. Kovalev VA, Kruggel F, von Cramon DY (2003): Gender and age effects in structural brain asymmetry as measured by MRI texture analysis. Neuroimage 19:895-905.
56. Kubicki M, Westin CF, Maier SE, Frumin M, Nestor PG, Salisbury DF, Kikinis R, Jolesz FA, McCarley RW, Shenton ME (2002): Uncinate fasciculus findings in schizophrenia: A magnetic resonance diffusion tensor imaging study. Am J Psychiatry 159:813-820.
57. Kubicki M, Westin CF, Nestor PG, Wible CG, Frumin M, Maier SE, Kikinis R, Jolesz FA, McCarley RW, Shenton ME (2003): Cingulate fasciculus integrity disruption in schizophrenia: A magnetic resonance diffusion tensor imaging study. Biol Psychiatry 54:1171-1180.
58. Kulynych JJ, Vladar K, Jones DW, Weinberger DR (1994): Gender differences in the normal lateralization of the supratemporal cortex: MRI surface-rendering morphometry of Heschl's gyrus and the planum temporale. Cereb Cortex 4:107-118.
59. Latora V, Marchiori M (2001): Efficient behavior of small-world networks. Phys Rev Lett 87:198701.
60. Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C (2008): Microstructural maturation of the human brain from childhood to adulthood. Neuroimage 40:1044-1055.
61. Leemans A, Jeurissen B, Sijbers J, Jones DK (2009): ExploreDTI: a graphical toolbox for processing, analyzing, and visualizing diffusion MR data. In: 17th Annual Meeting of Intl Soc Mag Reson Med, Hawaii, USA, p.3537.
62. Lerch JP, Worsley K, Shaw WP, Greenstein DK, Lenroot RK, Giedd J, Evans AC (2006): Mapping anatomical correlations across cerebral cortex (MACACC) using cortical thickness from MRI. Neuroimage 31:993-1003.
63. Li Y, Liu Y, Li J, Qin W, Li K, Yu C, Jiang T (2009): Brain anatomical network and intelligence. PLoS Comput Biol 5:e1000395.
64. 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.
65. Luders E, Narr KL, Thompson PM, Rex DE, Jancke L, Toga AW (2006): Hemispheric asymmetries in cortical thickness. Cereb Cortex 16:1232-1238.
66. Maslov S, Sneppen K (2002): Specificity and stability in topology of protein networks. Science 296:910-913.
67. Mesulam MM (1998): From sensation to cognition. Brain 121(Pt 6):1013-1052.
68. Morcom AM, Good CD, Frackowiak RS, Rugg MD (2003): Age effects on the neural correlates of successful memory encoding. Brain 126:213-229.
69. Mori S, van Zijl PC (2002): Fiber tracking: Principles and strategies-A technical review. NMR Biomed 15:468-480.
70. 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.
71. Nucifora PG, Verma R, Melhem ER, Gur RE, Gur RC (2005): Leftward asymmetry in relative fiber density of the arcuate fasciculus. Neuroreport 16:791-794.
72. Oldfield RC (1971): The assessment and analysis of handedness: The Edinburgh Inventory. Neuropsychologia 9:97-113.
73. Park HJ, Westin CF, Kubicki M, Maier SE, Niznikiewicz M, Baer A, Frumin M, Kikinis R, Jolesz FA, McCarley RW, Shenton ME (2004): White matter hemisphere asymmetries in healthy subjects and in schizophrenia: A diffusion tensor MRI study. Neuroimage 23:213-223.
74. Parker GD, Marshall D, Rosin PL, Drage N, Richmond S, Jones DK (2013): A pitfall in the reconstruction of fibre ODFs using spherical deconvolution of diffusion MRI data. Neuroimage 65:433-448.
75. Pegues MP, Rogers LJ, Amend D, Vinogradov S, Deicken RF (2003): Anterior hippocampal volume reduction in male patients with schizophrenia. Schizophr Res 60:105-115.
76. Price CJ (2000): The anatomy of language: Contributions from functional neuroimaging. J Anat 197(Pt 3):335-359.
77. Ratnarajah N, Rifkin-Graboi A, Fortier MV, Chong YS, Kwek K, Saw SM, Godfrey KM, Gluckman PD, Meaney MJ, Qiu A (2013): Structural connectivity asymmetry in the neonatal brain. Neuroimage 75:187-194.
78. Reuter-Lorenz PA, Jonides J, Smith EE, Hartley A, Miller A, Marshuetz C, Koeppe RA (2000): Age differences in the frontal lateralization of verbal and spatial working memory revealed by PET. J Cogn Neurosci 12:174-187.
79. Rodrigo S, Naggara O, Oppenheim C, Golestani N, Poupon C, Cointepas Y, Mangin JF, Le BD, Meder JF (2007): Human subinsular asymmetry studied by diffusion tensor imaging and fiber tracking. AJNR Am J Neuroradiol 28:1526-1531.
80. Rogers BP, Carew JD, Meyerand ME (2004): Hemispheric asymmetry in supplementary motor area connectivity during unilateral finger movements. Neuroimage 22:855-859.
81. Rubinov M, Sporns O (2010): Complex network measures of brain connectivity: Uses and interpretations. Neuroimage 52:1059-1069.
82. Shu N, Liu Y, Li J, Li YH, Yu CS, Jiang TZ (2009): Altered anatomical network in early blindness revealed by diffusion tensor tractography. PLoS One 4:e7228.
83. 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.
84. Sporns O, Zwi JD (2004): The small world of the cerebral cortex. Neuroinformatics 2:145-162.
85. Sporns O, Tononi G, Kotter R (2005): The human connectome: A structural description of the human brain. PLoS Comput Biol 1:e42.
86. Stephan KE, Fink GR, Marshall JC (2007): Mechanisms of hemispheric specialization: Insights from analyses of connectivity. Neuropsychologia 45:209-228.
87. Takao H, Abe O, Yamasue H, Aoki S, Sasaki H, Kasai K, Yoshioka N, Ohtomo K (2011): Gray and white matter asymmetries in healthy individuals aged 21-29 years: A voxel-based morphometry and diffusion tensor imaging study. Hum Brain Mapp 32:1762-1773.
88. Tax CM, Jeurissen B, Vos SB, Viergever MA, Leemans A (2014): Recursive calibration of the fiber response function for spherical deconvolution of diffusion MRI data. Neuroimage 86:67-80.
89. Thiebaut de SM, Ffytche DH, Bizzi A, Dell'acqua F, Allin M, Walshe M, Murray R, Williams SC, Murphy DG, Catani M (2011): Atlasing location, asymmetry and inter-subject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage 54:49-59.
90. Thompson PM, Schwartz C, Toga AW (1996): High-resolution random mesh algorithms for creating a probabilistic 3D surface atlas of the human brain. Neuroimage 3:19-34.
91. Tian L, Wang J, Yan C, He Y (2011): Hemisphere- and gender-related differences in small-world brain networks: A resting-state functional MRI study. Neuroimage 54:191-202.
92. Toga AW, Thompson PM (2003): Mapping brain asymmetry. Nat Rev Neurosci 4:37-48.
93. Tournier JD, Calamante F, Gadian DG, Connelly A (2004): Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage 23:1176-1185.
94. Tournier JD, Calamante F, Connelly A (2007): Robust determination of the fibre orientation distribution in diffusion MRI: Non-negativity constrained super-resolved spherical deconvolution. Neuroimage 35:1459-1472.
95. Tournier JD, Yeh CH, Calamante F, Cho KH, Connelly A, Lin CP (2008): Resolving crossing fibres using constrained spherical deconvolution: Validation using diffusion-weighted imaging phantom data. Neuroimage 42:617-625.
96. Tournier JD, Mori S, Leemans A (2011): Diffusion tensor imaging and beyond. Magn Reson Med 65:1532-1556.
97. Tournier JD, Calamante F, Connelly A (2013): Determination of the appropriate b-value and number of gradient directions for high-angular-resolution diffusion-weighted imaging. NMR Biomed 26:1775-1786.
98. Toxopeus CM, de Vries PM, de Jong BM, Johnson KA, George MS, Bohning DE, Walker J, Leenders KL (2007): Cerebral activation patterns related to initiation and inhibition of hand movement. Neuroreport 18:1557-1560.
99. Tuch DS (2004): Q-ball imaging. Magn Reson Med 52:1358-1372.
100. Tuch DS, Salat DH, Wisco JJ, Zaleta AK, Hevelone ND, Rosas HD (2005): Choice reaction time performance correlates with diffusion anisotropy in white matter pathways supporting visuospatial attention. Proc Natl Acad Sci USA 102:12212-12217.
101. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix 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.
102. Vaessen MJ, Hofman PAM, Tijssen HN, Aldenkamp AP, Jansen JFA, Backes WH (2010): The effect and reproducibility of different clinical DTI gradient sets on small world brain connectivity measures. Neuroimage 51:1106-1116.
103. van den Heuvel MP, Mandl RC, Stam CJ, Kahn RS, Hulshoff Pol HE (2010): Aberrant frontal and temporal complex network structure in schizophrenia: A graph theoretical analysis. J Neurosci 30:15915-15926.
104. Vernooij MW, Smits M, Wielopolski PA, Houston GC, Krestin GP, van der Lugt A (2007): Fiber density asymmetry of the arcuate fasciculus in relation to functional hemispheric language lateralization in both right- and left-handed healthy subjects: A combined fMRI and DTI study. Neuroimage 35:1064-1076.
105. Watkins KE, Paus T, Lerch JP, Zijdenbos A, Collins DL, Neelin P, Taylor J, Worsley KJ, Evans AC (2001): Structural asymmetries in the human brain: A voxel-based statistical analysis of 142 MRI scans. Cereb Cortex 11:868-877.
106. Wedeen VJ, Hagmann P, Tseng WY, Reese TG, Weisskoff RM (2005): Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magn Reson Med 54:1377-1386.
107. Wedeen VJ, Wang RP, Schmahmann JD, Benner T, Tseng WY, Dai G, Pandya DN, Hagmann P, D'Arceuil H, de Crespigny AJ (2008): Diffusion spectrum magnetic resonance imaging (DSI) tractography of crossing fibers. Neuroimage 41:1267-1277.
108. Wen W, Zhu W, He Y, Kochan NA, Reppermund S, Slavin MJ, Brodaty H, Crawford J, Xia A, Sachdev P (2011): Discrete neuroanatomical networks are associated with specific cognitive abilities in old age. J Neurosci 31:1204-1212.
109. Westerhausen R, Huster RJ, Kreuder F, Wittling W, Schweiger E (2007): Corticospinal tract asymmetries at the level of the internal capsule: Is there an association with handedness? Neuroimage 37:379-386.
110. 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.
111. Zalesky A, Fornito A, Bullmore ET (2010b): Network-based statistic: Identifying differences in brain networks. Neuroimage 53:1197-1207.
112. Zalesky A, Fornito A, Seal ML, Cocchi L, Westin CF, Bullmore ET, Egan GF, Pantelis C (2011): Disrupted axonal fiber connectivity in schizophrenia. Biol Psychiatry 69:80-89.