Multimodal magnetic resonance imaging for brain disorders: Advances and perspectives

Brain Imaging and Behavior

Volumn 2, Issue 4, 2008, Pages 249-257

  Jiang, Tianzi ^a   Liu, Yong ^a   Shi, Feng ^a   Shu, Ni ^a   Liu, Bing ^a   Jiang, Jiefeng ^a   Zhou, Yuan ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

Brain disorders; Diffusion tensor imaging; fMRI; Imaging genetics; Magnetic resonance imaging

Indexed keywords

BIOLOGICAL MARKER;

ARTICLE; BRAIN DISEASE; BRAIN FUNCTION; DIFFUSION TENSOR IMAGING; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GENETICS; GENOME; HUMAN; MENTAL DISEASE; METHODOLOGY; NEUROIMAGING; NEUROLOGIC DISEASE; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGICAL ANATOMY; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; QUANTITATIVE TRAIT; TECHNOLOGY; WHITE MATTER;

EID: 77949657990     PISSN: 19317557     EISSN: 19317565     Source Type: Journal    
DOI: 10.1007/s11682-008-9038-z     Document Type: Article

References (83)

1. Achard, S., & Bullmore, E. (2007). Efficiency and cost of economical brain functional networks. PLoS Computational Biology, 3(2), e17. doi: 10. 1371/journal. pcbi. 0030017.
2. Achard, S., Salvador, R., Whitcher, B., Suckling, J., & Bullmore, E. (2006). A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. The Journal of Neuroscience, 26(1), 63-72. doi: 10. 1523/JNEUROSCI. 3874-05. 2006.
3. Ashburner, J., & Friston, K. J. (2000). Voxel-based morphometry-the methods. NeuroImage, 11, 805-821. doi: 10. 1006/nimg. 2000. 0582.
4. Basser, P. J., Mattiello, J., & LeBihan, D. (1994). MR diffusion tensor spectroscopy and imaging. Biophysical Journal, 66(1), 259-267.
5. Behrens, T. E., Woolrich, M. W., Jenkinson, M., Johansen-Berg, H., Nunes, R. G., Clare, S., et al. (2003). Characterization and propagation of uncertainty in diffusion-weighted MR imaging. Magnetic Resonance in Medicine, 50(5), 1077-1088. doi: 10. 1002/mrm. 10609.
6. Biswal, B., Yetkin, F. Z., Haughton, V. M., & Hyde, J. S. (1995). Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magnetic Resonance in Medicine, 34(4), 537-541. doi: 10. 1002/mrm. 1910340409.
7. Buckner, R. L., Andrews-Hanna, J. R., & Schacter, D. L. (2008). The brain's default network: anatomy, function, and relevance to disease. Annals of the New York Academy of Sciences, 1124, 1-38. doi: 10. 1196/annals. 1440. 011.
8. Buckner, R. L., & Vincent, J. L. (2007). Unrest at rest: default activity and spontaneous network correlations. NeuroImage, 37(4), 1091-1096. doi: 10. 1016/j. neuroimage. 2007. 01. 010.
9. Chen, Z. J., He, Y., Rosa-Neto, P., Germann, J., & Evans, A. C.(2008). Revealing modular architecture of human brain structural networks by using cortical thickness from MRI. Cereb Cortex.
10. Chong, M. S., Lim, W. S., & Sahadevan, S. (2006). Biomarkers in preclinical Alzheimer's disease. Current Opinion in Investigational Drugs (London, England), 7(7), 600-607.
11. Dickerson, B. C., & Sperling, R. A. (2005). Neuroimaging biomarkers for clinical trials of disease-modifying therapies in Alzheimer's disease. Neurorx, 2(2), 348-360. doi: 10. 1602/neurorx. 2. 2. 348.
12. Egan, M. F., Goldberg, T. E., Kolachana, B. S., Callicott, J. H., Mazzanti, C. M., Straub, R. E., et al. (2001). Effect of COMT Val108/158 Met genotype on frontal lobe function and risk for schizophrenia. Proceedings of the National Academy of Sciences of the United States of America, 98(12), 6917-6922. doi: 10. 1073/pnas. 111134598.
13. Fan, Y., Resnick, S. M., Wu, X., & Davatzikos, C. (2008). Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study. NeuroImage, 41(2), 277-285. doi: 10. 1016/j. neuroimage. 2008. 02. 043.
14. Fischl, B., & Dale, A. M. (2000). Measuring the thickness of the human cerebral cortex from magnetic resonance images. Proceedings of the National Academy of Sciences of the United States of America, 97(20), 11050-11055. doi: 10. 1073/pnas. 200033797.
15. Foong, J., Symms, M. R., Barker, G. J., Maier, M., Miller, D. H., & Ron, M. A. (2002). Investigating regional white matter in schizophrenia using diffusion tensor imaging. Neuroreport, 13(3), 333-336. doi: 10. 1097/00001756-200203040-00017.
16. Fox, M. D., & Raichle, M. E. (2007). Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nature Reviews. Neuroscience, 8(9), 700-711. doi: 10. 1038/nrn2201.
17. Friman, O., Farneback, G., & Westin, C. F. (2006). A Bayesian approach for stochastic white matter tractography. IEEE Transactions on Medical Imaging, 25(8), 965-978. doi: 10. 1109/TMI. 2006. 877093.
18. Friston, K. J. (2005). Models of brain function in neuroimaging. Annual Review of Psychology, 56, 57-87. doi: 10. 1146/annurev. psych. 56. 091103. 070311.
19. Frodl, T., Schule, C., Schmitt, G., Born, C., Baghai, T., Zill, P., et al. (2007). Association of the brain-derived neurotrophic factor Val66Met polymorphism with reduced hippocampal volumes in major depression. Archives of General Psychiatry, 64(4), 410-416. doi: 10. 1001/archpsyc. 64. 4. 410.
20. Garrity, A. G., Pearlson, G. D., McKiernan, K., Lloyd, D., Kiehl, K. A., & Calhoun, V. D. (2007). Aberrant "default mode" functional connectivity in schizophrenia. The American Journal of Psychiatry, 164(3), 450-457. doi: 10. 1176/appi. ajp. 164. 3. 450.
21. Greicius, M. D., Flores, B. H., Menon, V., Glover, G. H., Solvason, H. B., Kenna, H., et al. (2007). Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biological Psychiatry, 62(5), 429-437. doi: 10. 1016/j. biopsych. 2006. 09. 020.
22. Greicius, M. D., Srivastava, G., Reiss, A. L., & Menon, V. (2004). Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proceedings of the National Academy of Sciences of the United States of America, 101(13), 4637-4642. doi: 10. 1073/pnas. 0308627101.
23. Greicius, M. D., Supekar, K., Menon, V., & Dougherty, R. F.(2008). Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex.
24. Hagmann, P., Cammoun, L., Gigandet, X., Meuli, R., Honey, C. J., Wedeen, V. J., et al. (2008). Mapping the structural core of human cerebral cortex. PLoS Biology, 6(7), e159. doi: 10. 1371/journal. pbio. 0060159.
25. Hagmann, P., Thiran, J. P., Jonasson, L., Vandergheynst, P., Clarke, S., Maeder, P., et al. (2003). DTI mapping of human brain connectivity: statistical fiber tracking and virtual dissection. NeuroImage, 19(3), 545-554. doi: 10. 1016/S1053-8119(03)00142-3.
26. Hariri, A. R., & Weinberger, D. R. (2003). Imaging genomics. British Medical Bulletin, 65, 259-270. doi: 10. 1093/bmb/65. 1. 259.
27. He, B. J., Snyder, A. Z., Vincent, J. L., Epstein, A., Shulman, G. L., & Corbetta, M. (2007). Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron, 53(6), 905-918. doi: 10. 1016/j. neuron. 2007. 02. 013.
28. He, Y., Chen, Z., & Evans, A. (2008). Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease. The Journal of Neuroscience, 28(18), 4756-4766. doi: 10. 1523/JNEUROSCI. 0141-08. 2008.
29. He, Y., Chen, Z. J., & Evans, A. C. (2007a). Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cerebral Cortex (New York, N. Y.), 17(10), 2407-2419. doi: 10. 1093/cercor/bhl149.
30. He, Y., Wang, L., Zang, Y., Tian, L., Zhang, X., Li, K., et al. (2007b). Regional coherence changes in the early stages of Alzheimer's disease: a combined structural and resting-state functional MRI study. NeuroImage, 35(2), 488-500. doi: 10. 1016/j. neuroimage. 2006. 11. 042.
31. Ilg, R., Wohlschlager, A. M., Gaser, C., Liebau, Y., Dauner, R., Woller, A., et al. (2008). Gray matter increase induced by practice correlates with task-specific activation: a combined functional and morphometric magnetic resonance imaging study. The Journal of Neuroscience, 28(16), 4210-4215. doi: 10. 1523/JNEUROSCI. 5722-07. 2008.
32. Jian, B., Vemuri, B. C., Ozarslan, E., Carney, P. R., & Mareci, T. H. (2007). A novel tensor distribution model for the diffusion-weighted MR signal. NeuroImage, 37(1), 164-176. doi: 10. 1016/j. neuroimage. 2007. 03. 074.
33. Johnston, J. M., Vaishnavi, S. N., Smyth, M. D., Zhang, D., He, B. J., Zempel, J. M., et al. (2008). Loss of resting interhemispheric functional connectivity after complete section of the corpus callosum. The Journal of Neuroscience, 28(25), 6453-6458. doi: 10. 1523/JNEUROSCI. 0573-08. 2008.
34. Kanaan, R. A., Kim, J. S., Kaufmann, W. E., Pearlson, G. D., Barker, G. J., & McGuire, P. K. (2005). Diffusion tensor imaging in schizophrenia. Biological Psychiatry, 58(12), 921-929. doi: 10. 1016/j. biopsych. 2005. 05. 015.
35. Koch, M. A., Norris, D. G., & Hund-Georgiadis, M. (2002). An investigation of functional and anatomical connectivity using magnetic resonance imaging. NeuroImage, 16(1), 241-250. doi: 10. 1006/nimg. 2001. 1052.
36. Kubicki, M., McCarley, R., Westin, C. F., Park, H. J., Maier, S., Kikinis, R., et al. (2007). A review of diffusion tensor imaging studies in schizophrenia. Journal of Psychiatric Research, 41(1-2), 15-30. doi: 10. 1016/j. jpsychires. 2005. 05. 005.
37. Kubicki, M., Westin, C. F., Maier, S. E., Mamata, H., Frumin, M., Ersner-Hershfield, H., et al. (2002). Diffusion tensor imaging and its application to neuropsychiatric disorders. Harvard Review of Psychiatry, 10(6), 324-336. doi: 10. 1080/10673220216231.
38. Kuperberg, G. R., Broome, M. R., McGuire, P. K., David, A. S., Eddy, M., Ozawa, F., et al. (2003). Regionally localized thinning of the cerebral cortex in schizophrenia. Archives of General Psychiatry, 60(9), 878-888. doi: 10. 1001/archpsyc. 60. 9. 878.
39. Lazar, M., & Alexander, A. L. (2005). Bootstrap white matter tractography (BOOT-TRAC). NeuroImage, 24(2), 524-532. doi: 10. 1016/j. neuroimage. 2004. 08. 050.
40. Li, J., Yu, C., Li, Y., Liu, B., Liu, Y., Shu, N., et al. (2008). COMT Val158Met modulates association between brain white matter architecture and IQ. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics, in press.
41. Lin, F., Yu, C., Jiang, T., Li, K., & Chan, P. (2007). Diffusion tensor tractography-based group mapping of the pyramidal tract in relapsing-remitting multiple sclerosis patients. AJNR. American Journal of Neuroradiology, 28(2), 278-282.
42. Liu, Y., Liang, M., Zhou, Y., He, Y., Hao, Y., Song, M., et al. (2008a). Disrupted small-world networks in schizophrenia. Brain, 131(Pt 4), 945-961. doi: 10. 1093/brain/awn018.
43. Liu, Y., Wang, K., Yu, C., He, Y., Zhou, Y., Liang, M., et al. (2008b). Regional homogeneity, functional connectivity and imaging markers of Alzheimer's disease: a review of resting-state fMRI studies. Neuropsychologia, 46(6), 1648-1656. doi: 10. 1016/j. neuropsychologia. 2008. 01. 027.
44. Liu, Y., Yu, C., Liang, M., Li, J., Tian, L., Zhou, Y., et al. (2007). Whole brain functional connectivity in the early blind. Brain, 130(Pt 8), 2085-2096. doi: 10. 1093/brain/awm121.
45. Ma, N., Li, L., Shu, N., Liu, J., Gong, G., He, Z., et al. (2007). White matter abnormalities in first-episode, treatment-naive young adults with major depressive disorder. The American Journal of Psychiatry, 164(5), 823-826. doi: 10. 1176/appi. ajp. 164. 5. 823.
46. Mechelli, A., Friston, K. J., Frackowiak, R. S., & Price, C. J. (2005). Structural covariance in the human cortex. The Journal of Neuroscience, 25(36), 8303-8310. doi: 10. 1523/JNEUROSCI. 0357-05. 2005.
47. Medina, D., DeToledo-Morrell, L., Urresta, F., Gabrieli, J. D., Moseley, M., Fleischman, D., et al. (2006). White matter changes in mild cognitive impairment and AD: a diffusion tensor imaging study. Neurobiology of Aging, 27(5), 663-672. doi: 10. 1016/j. neurobiolaging. 2005. 03. 026.
48. Meyer-Lindenberg, A., & Weinberger, D. R. (2006). Intermediate phenotypes and genetic mechanisms of psychiatric disorders. Nature Reviews. Neuroscience, 7(10), 818-827. doi: 10. 1038/nrn1993.
49. Morcom, A. M., & Fletcher, P. C. (2007a). Cognitive neuroscience: the case for design rather than default. NeuroImage, 37(4), 1097-1099. doi: 10. 1016/j. neuroimage. 2007. 07. 018.
50. Morcom, A. M., & Fletcher, P. C. (2007b). Does the brain have a baseline? Why we should be resisting a rest. NeuroImage, 37(4), 1073-1082. doi: 10. 1016/j. neuroimage. 2006. 09. 013.
51. Mori, S., & van Zijl, P. C. (2002). Fiber tracking: principles and strategies-a technical review. NMR in Biomedicine, 15(7-8), 468-480. doi: 10. 1002/nbm. 781.
52. Mori, S., & Zhang, J. (2006). Principles of diffusion tensor imaging and its applications to basic neuroscience research. Neuron, 51(5), 527-539. doi: 10. 1016/j. neuron. 2006. 08. 012.
53. Mueller, S. G., Weiner, M. W., Thal, L. J., Petersen, R. C., Jack, C., Jagust, W., et al. (2005). The Alzheimer's disease neuroimaging initiative. Neuroimaging Clinics of North America, 15(4), 869-877 xi-xii. doi: 10. 1016/j. nic. 2005. 09. 008.
54. Munafo, M. R., Brown, S. M., & Hariri, A. R. (2008). Serotonin transporter (5-HTTLPR) genotype and amygdala activation: a meta-analysis. Biological Psychiatry, 63(9), 852-857. doi: 10. 1016/j. biopsych. 2007. 08. 016.
55. Noppeney, U., Friston, K. J., Ashburner, J., Frackowiak, R., & Price, C. J. (2005). Early visual deprivation induces structural plasticity in gray and white matter. Current Biology, 15(13), 488-50. doi: 10. 1016/j. cub. 2005. 06. 053.
56. Ozarslan, E., & Mareci, T. H. (2003). Generalized diffusion tensor imaging and analytical relationships between diffusion tensor imaging and high angular resolution diffusion imaging. Magnetic Resonance in Medicine, 50(5), 955-965. doi: 10. 1002/mrm. 10596.
57. Quigley, M., Cordes, D., Turski, P., Moritz, C., Haughton, V., Seth, R., et al. (2003). Role of the corpus callosum in functional connectivity. AJNR. American Journal of Neuroradiology, 24(2), 208-212.
58. Raichle, M. E., MacLeod, A. M., Snyder, A. Z., Powers, W. J., Gusnard, D. A., & Shulman, G. L. (2001). A default mode of brain function. Proceedings of the National Academy of Sciences of the United States of America, 98(2), 676-682. doi: 10. 1073/pnas. 98. 2. 676.
59. Raichle, M. E., & Snyder, A. Z. (2007). A default mode of brain function: a brief history of an evolving idea. NeuroImage, 37(4), 1083-1090 discussion 97-99. doi: 10. 1016/j. neuroimage. 2007. 02. 041.
60. Rouw, R., & Scholte, H. S. (2007). Increased structural connectivity in grapheme-color synesthesia. Nature Neuroscience, 10(6), 792-797. doi: 10. 1038/nn1906.
61. Shaw, L. M., Korecka, M., Clark, C. M., Lee, V. M.-Y., & Trojanowski, J. Q. (2007). Biomarkers of neurodegeneration for diagnosis and monitoring therapeutics. Nature Reviews. Neuroscience, 6, 295-303. doi: 10. 1038/nrd2176.
62. Shaw, P., Eckstrand, K., Sharp, W., Blumenthal, J., Lerch, J. P., Greenstein, D., et al. (2007). Attention-deficit/hyperactivity disorder is characterized by a delay in cortical maturation. Proceedings of the National Academy of Sciences of the United States of America, 104(49), 19649-19654. doi: 10. 1073/pnas. 0707741104.
63. Siok, W. T., Niu, Z., Jin, Z., Perfetti, C. A., & Tan, L. H. (2008). A structural-functional basis for dyslexia in the cortex of Chinese readers. Proceedings of the National Academy of Sciences of the United States of America, 105(14), 5561-5566. doi: 10. 1073/pnas. 0801750105.
64. Sporns, O., & Zwi, J. D. (2004). The small world of the cerebral cortex. Neuroinformatics, 2(2), 145-162. doi: 10. 1385/NI: 2: 2: 145.
65. Supekar, K., Menon, V., Rubin, D., Musen, M., & Greicius, M. D. (2008). Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLoS Computational Biology, 4(6), e1000100. doi: 10. 1371/journal. pcbi. 1000100.
66. Szeszko, P. R., Lipsky, R., Mentschel, C., Robinson, D., Gunduz-Bruce, H., Sevy, S., et al. (2005). Brain-derived neurotrophic factor val66met polymorphism and volume of the hippocampal formation. Molecular Psychiatry, 10(7), 631-636. doi: 10. 1038/sj. mp. 4001656.
67. Tian, L., Jiang, T., Liang, M., Zang, Y., He, Y., Sui, M., et al. (2008). Enhanced resting-state brain activities in ADHD patients: a fMRI study. Brain & Development, 30(5), 342-348. doi: 10. 1016/j. braindev. 2007. 10. 005.
68. Tournier, J. D., Calamante, F., Gadian, D. G., & Connelly, A. (2004). Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. NeuroImage, 23(3), 1176-1185. doi: 10. 1016/j. neuroimage. 2004. 07. 037.
69. Tuch, D. S. (2004). Q-ball imaging. Magnetic Resonance in Medicine, 52(6), 1358-1372. doi: 10. 1002/mrm. 20279.
70. Tuch, D. S., Reese, T. G., Wiegell, M. R., Makris, N., Belliveau, J. W., & Wedeen, V. J. (2002). High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity. Magnetic Resonance in Medicine, 48(4), 577-582. doi: 10. 1002/mrm. 10268.
71. Tuch, D. S., Reese, T. G., Wiegell, M. R., & Wedeen, V. J. (2003). Diffusion MRI of complex neural architecture. Neuron, 40(5), 885-895. doi: 10. 1016/S0896-6273(03)00758-X.
72. Vincent, J. L., Patel, G. H., Fox, M. D., Snyder, A. Z., Baker, J. T., van Essen, D. C., et al. (2007). Intrinsic functional architecture in the anaesthetized monkey brain. Nature, 447(7140), 83-86. doi: 10. 1038/nature05758.
73. Wang, F., Sun, Z., Du, X., Wang, X., Cong, Z., Zhang, H., et al. (2003). A diffusion tensor imaging study of middle and superior cerebellar peduncle in male patients with schizophrenia. Neuroscience Letters, 348(3), 135-138. doi: 10. 1016/S0304-3940(03)00589-5.
74. Wang, K., Jiang, T., Liang, M., Wang, L., Tian, L., Zhang, X., et al. (2006a). Discriminative analysis of early Alzheimer's disease based on two intrinsically anti-correlated networks with resting-state fMRI. Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv, 9(Pt 2), 340-347.
75. Wang, L., Zang, Y., He, Y., Liang, M., Zhang, X., Tian, L., et al. (2006b). Changes in hippocampal connectivity in the early stages of Alzheimer's disease: evidence from resting state fMRI. NeuroImage, 31(2), 496-504. doi: 10. 1016/j. neuroimage. 2005. 12. 033.
76. Wang, K., Liang, M., Wang, L., Tian, L., Zhang, X., Li, K., et al. (2007). Altered functional connectivity in early Alzheimer's disease: a resting-state fMRI study. Human Brain Mapping, 28(10), 967-978. doi: 10. 1002/hbm. 20324.
77. Wang, K., Jiang, T., Yu, C., Tian, L., Li, J., Liu, Y., et al. (2008). Spontaneous activity associated with primary visual cortex: a resting-state FMRI study. Cerebral Cortex (New York, N. Y.), 18(3), 697-704. doi: 10. 1093/cercor/bhm105.
78. Wang, L., Zhu, C., He, Y., Zang, Y., Cao, Q., Zhang, H., et al.(2008). Altered small-world brain functional networks in children with attention-deficit/hyperactivity disorder. Hum Brain Mapp.
79. Wedeen, V. J., Hagmann, P., Tseng, W. Y., Reese, T. G., & Weisskoff, R. M. (2005). Mapping complex tissue architecture with diffusion spectrum magnetic resonance imaging. Magnetic Resonance in Medicine, 54(6), 1377-1386. doi: 10. 1002/mrm. 20642.
80. Yu, C., Liu, Y., Li, J., Zhou, Y., Wang, K., Tian, L., et al. (2008). Altered functional connectivity of primary visual cortex in early blindness. Human Brain Mapping, 29(5), 533-543. doi: 10. 1002/hbm. 20420.
81. Zang, Y. F., He, Y., Zhu, C. Z., Cao, Q. J., Sui, M. Q., Liang, M., et al. (2007). Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain & Development, 29(2), 83-91. doi: 10. 1016/j. braindev. 2006. 07. 002.
82. Zhou, Y., Liang, M., Tian, L., Wang, K., Hao, Y., Liu, H., et al. (2007). Functional disintegration in paranoid schizophrenia using resting-state fMRI. Schizophrenia Research, 97(1-3), 194-205. doi: 10. 1016/j. schres. 2007. 05. 029.
83. Zhou, Y., Shu, N., Liu, Y., Song, M., Hao, Y., Liu, H., et al. (2008). Altered resting-state functional connectivity and anatomical connectivity of hippocampus in schizophrenia. Schizophrenia Research, 100(1-3), 120-132. doi: 10. 1016/j. schres. 2007. 11. 039.