Development of functional imaging in the human brain (fMRI); the University of Minnesota experience

NeuroImage

Volumn 62, Issue 2, 2012, Pages 613-619

  Uǧurbil, Kâmil ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

4 Tesla; 4T; 7 Tesla; 7T; Brain imaging; FMRI; Functional mapping; High field; MRI; Neuroimaging; Ultrahigh field

Indexed keywords

BLOOD OXYGENATION; BOLD SIGNAL; BRAIN BLOOD FLOW; BRAIN FUNCTION; BRAIN OXYGEN CONSUMPTION; BRAIN WATER; ECHO PLANAR IMAGING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PRIORITY JOURNAL; REVIEW; SIGNAL NOISE RATIO; TASK PERFORMANCE; VISUAL STIMULATION;

BRAIN; BRAIN MAPPING; HISTORY, 20TH CENTURY; HISTORY, 21ST CENTURY; HUMANS; MAGNETIC RESONANCE IMAGING; MINNESOTA; OXYGEN;

EID: 84862980751     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.01.135     Document Type: Review

References (66)

1. Biswal B., Yetkin F.Z., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Reson. Med. 1995, 34(4):537-541.
2. Brown T.R., Kincaid B.M., Ugurbil K. NMR chemical shift imaging in three dimensions. Proc. Natl. Acad. Sci. U. S. A. 1982, 79(11):3523-3526.
3. Cheng K., Waggoner R.A., Tanaka K. Human ocular dominance columns as revealed by high-field functional magnetic resonance imaging. Neuron 2001, 32(2):359-374.
4. Duong T.Q., Silva A.C., Lee S.P., Kim S.G. Functional MRI of calcium-dependent synaptic activity: cross correlation with CBF and BOLD measurements [In Process Citation]. Magn. Reson. Med. 2000, 43(3):383-392.
5. Duong T.Q., Kim D.S., Ugurbil K., Kim S.G. Localized cerebral blood flow response at submillimeter columnar resolution. Proc. Natl. Acad. Sci. U. S. A. 2001, 98(19):10904-10909.
6. Duong T.Q., Yacoub E., Adriany G., Hu X., Ugurbil K., Vaughan J.T., Merkle H., Kim S.G. High-resolution, spin-echo BOLD, and CBF fMRI at 4 and 7 T. Magn. Reson. Med. 2002, 48(4):589-593.
7. Duong T.Q., Yacoub E., Adriany G., Hu X., Ugurbil K., Kim S.G. Microvascular BOLD contribution at 4 and 7 T in the human brain: Gradient-echo and spin-echo fMRI with suppression of blood effects. Magn. Reson. Med. 2003, 49(6):1019-1027.
8. Duyn J.H., Moonen C.T., van Yperen G.H., de Boer R.W., Luyten P.R. Inflow versus deoxyhemoglobin effects in BOLD functional MRI using gradient echoes at 1.5 T. NMR Biomed. 1994, 7(1-2):83-88.
9. Feinberg D.A., Oshio K. GRASE (gradient- and spin-echo) MR imaging: a new fast clinical imaging technique. Radiology 1991, 181(2):597-602.
10. Fox P.T., Raichle M.E., Mintun M.A., Dence C. Nonoxidative glucose consumption during focal physiologic neural activity. Science 1988, 241(4864):462-464.
11. Georgopoulos A.P., Grillner S. Visuomotor coordination in reaching and locomotion. Science 1989, 245(4923):1209-1210.
12. Georgopoulos A.P., Schwartz A.B., Kettner R.E. Neuronal population coding of movement direction. Science 1986, 233(4771):1416-1419.
13. Georgopoulos A.P., Lurito J.T., Petrides M., Schwartz A.B., Massey J.T. Mental rotation of the neuronal population vector. Science 1989, 243(4888):234-236.
14. Georgopoulos A.P., Ashe J., Smyrnis N., Taira M. The motor cortex and the coding of force. Science 1992, 256(5064):1692-1695.
15. Georgopoulos A.P., Taira M., Lukashin A. Cognitive neurophysiology of the motor cortex. Science 1993, 260(5104):47-52.
16. Goodyear B.G., Menon R.S. Brief visual stimulation allows mapping of ocular dominance in visual cortex using fMRI. Hum. Brain Mapp. 2001, 14(4):210-217.
17. Gourtzelidis P., Tzagarakis C., Lewis S.M., Crowe D.A., Auerbach E., Jerde T.A., Ugurbil K., Georgopoulos A.P. Mental maze solving: directional fMRI tuning and population coding in the superior parietal lobule. Exp. Brain Res. 2005, 165(3):273-282.
18. Harel N., Lin J., Moeller S., Ugurbil K., Yacoub E. Combined imaging-histological study of cortical laminar specificity of fMRI signals. Neuroimage 2006, 29(3):879-887.
19. Hoogenraad F.G., Hofman M.B., Pouwels P.J., Reichenbach J.R., Rombouts S.A., Haacke E.M. Sub-millimeter fMRI at 1.5 Tesla: correlation of high resolution with low resolution measurements. J. Magn. Reson. Imaging 1999, 9(3):475-482.
20. Hu X., Kim S.G. Reduction of signal fluctuation in functional MRI using navigator echoes. Magn. Reson. Med. 1994, 31(5):495-503.
21. Hu X., Le T.H., Parrish T., Erhard P. Retrospective estimation and correction of physiological fluctuation in functional MRI. Magn. Reson. Med. 1995, 34(2):201-212.
22. Jerde T.A., Lewis S.M., Goerke U., Gourtzelidis P., Tzagarakis C., Lynch J., Moeller S., Van de Moortele P.F., Adriany G., Trangle J., Ugurbil K., Georgopoulos A.P. Ultra-high field parallel imaging of the superior parietal lobule during mental maze solving. Exp. Brain Res. 2008, 187(4):551-561.
23. Kim S.-G. Quantification of relative cerebral blood flow change by flow-sensitive alternating inversion recovery (FAIR) technique: application to functional mapping. Magn. Reson. Med. 1995, 34:293-301.
24. Kim S.G., Hendrich K., Hu X., Merkle H., Ugurbil K. Potential pitfalls of functional MRI using conventional gradient-recalled echo techniques. NMR Biomed. 1994, 7(1-2):69-74.
25. Lee S.P., Silva A.C., Ugurbil K., Kim S.G. Diffusion-weighted spin-echo fMRI at 9.4 T: microvascular/tissue contribution to BOLD signal changes. Magn. Reson. Med. 1999, 42(5):919-928.
26. Menon R.S., Hendrich K., Hu X., Ugurbil K. 31P NMR spectroscopy of the human heart at 4 T: detection of substantially uncontaminated cardiac spectra and differentiation of subepicardium and subendocardium. Magn. Reson. Med. 1992, 26(2):368-376.
27. Menon R.S., Ogawa S., Tank D.W., Ugurbil K. 4 Tesla gradient recalled echo characteristics of photic stimulation- induced signal changes in the human primary visual cortex. Magn. Reson. Med. 1993, 30(3):380-386.
28. Menon R.S., Ogawa S., Strupp J.P., Ugurbil K. Ocular dominance in human V1 demonstrated by functional magnetic resonance imaging. J. Neurophysiol. 1997, 77(5):2780-2787.
29. Mitra P.P., Thompson D.J., Ogawa S., Hu X., Ugurbil K. Spatio-temporal Patterns in fMRI Data Revealed by Principal Component Analysis and Subsequent Low Pass Filtering. Proc. Int. Soc. Magn. Reson. Med. 1995, 2:817.
30. Mitra P.P., Ogawa S., Hu X., Ugurbil K. The nature of spatiotemporal changes in cerebral hemodynamics as manifested in functional magnetic resonance imaging. Magn. Reson. Med. 1997, 37(4):511-518.
31. Moeller S., Auerbach E., van de Moortele P.-F., Adriany G., Ugurbil K. fMRI with 16 fold reduction using multibanded multislice sampling. Proc. Int. Soc. Magn. Reson. Med. 2008, 16:2366.
32. Moeller S., Yacoub E., Olman C.A., Auerbach E., Strupp J., Harel N., Ugurbil K. Multiband multislice GE-EPI at 7 tesla, with 16-fold acceleration using partial parallel imaging with application to high spatial and temporal whole-brain fMRI. Magn. Reson. Med. 2010, 63(5):1144-1153.
33. Naselaris T., Kay K.N., Nishimoto S., Gallant J.L. Encoding and decoding in fMRI. Neuroimage 2011, 56(2):400-410.
34. Ogawa S., Lee T.M. Magnetic Resonance Imaging of Blood Vessels at High Fields: in Vivo and in Vitro Measurments and Image Simulation. Magn. Reson. Med. 1990, 16:9-18.
35. Ogawa, S., in press. Finding the BOLD effect in brain images. NeuroImage.
36. Ogawa S., Rottenberg H., Brown T.R., Shulman R.G., Castillo C.L., Glynn P. High-resolution 31P nuclear magnetic resonance study of rat liver mitochondria. Proc. Natl. Acad. Sci. U. S. A. 1978, 75(4):1796-1800.
37. Ogawa S., Shulman R.G., Glynn P., Yamane T., Navon G. On the measurement of pH in Escherichia coli by 31P nuclear magnetic resonance. Biochim. Biophys. Acta 1978, 502(1):45-50.
38. Ogawa S., Lee T.-M., Kay A.R., Tank D.W. Brain Magnetic Resonance Imaging with Contrast Dependent on Blood Oxygenation. Proc. Natl. Acad. Sci. U. S. A. 1990, 87:9868-9872.
39. Ogawa S., Lee T.-M., Nayak A.S., Glynn P. Oxygenation-sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields. Magn. Reson. Med. 1990, 14:68-78.
40. Ogawa S., Tank D.W., Menon R., Ellermann J.M., Kim S.G., Merkle H., Ugurbil K. Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc. Natl. Acad. Sci. U. S. A. 1992, 89(13):5951-5955.
41. Ogawa S., Menon R.S., Tank D.W., Kim S.-G., Merkle H., Ellermann J.M., Ugurbil K. Functional Brain Mapping by Blood Oxygenation Level-Dependent Contrast Magnetic Resonance Imaging. Biophys. J. 1993, 64:800-812.
42. Path G., Robitaille P.M., Merkle H., Tristani M., Zhang J., Garwood M., From A.H., Bache R.J., Ugurbil K. Correlation between transmural high energy phosphate levels and myocardial blood flow in the presence of graded coronary stenosis. Circ. Res. 1990, 67(3):660-673.
43. Richter W., Ugurbil K., Georgopoulos A., Kim S.G. Time-resolved fMRI of mental rotation. Neuroreport 1997, 8(17):3697-3702.
44. Richter W., Somorjai R., Summers R., Jarmasz M., Menon R.S., Gati J.S., Georgopoulos A.P., Tegeler C., Ugurbil K., Kim S.G. Motor area activity during mental rotation studied by time-resolved single-trial fMRI [In Process Citation]. J. Cogn. Neurosci. 2000, 12(2):310-320.
45. Robitaille P.M., Lew B., Merkle H., Sublett E., Lindstrom P., From A.H., Garwood M., Bache R.J., Ugurbil K. Transmural metabolite distribution in regional myocardial ischemia as studied with 31P NMR. Magn. Reson. Med. 1989, 10(1):108-118.
46. Segebarth C., Belle V., Delon C., Massarelli R., Decety J., Le Bas J.F., Decorps M., Benabid A.L. Functional MRI of the human brain: predominance of signals from extracerebral veins. Neuroreport 1994, 5(7):813-816.
47. Shmuel A., Chaimow D., Raddatz G., Ugurbil K., Yacoub E. Mechanisms underlying decoding at 7 T: ocular dominance columns, broad structures, and macroscopic blood vessels in V1 convey information on the stimulated eye. Neuroimage 2010, 49(3):1957-1964.
48. Shulman R.G., Brown T.R., Ugurbil K., Ogawa S., Cohen S.M., den Hollander J.A. Cellular applications of 31P and 13C nuclear magnetic resonance. Science 1979, 205(4402):160-166.
49. Silvennoinen M.J., Clingman C.S., Golay X., Kauppinen R.A., van Zijl P.C. Comparison of the dependence of blood R2 and R2* on oxygen saturation at 1.5 and 4.7 Tesla. Magn. Reson. Med. 2003, 49(1):47-60.
50. Smith S.M., Miller K.L., Moeller S., Xu J., Auerbach E.J., Woolrich M.W., Beckmann C.F., Jenkinson M., Andersson J., Glasser M.F., Van Essen D.C., Feinberg D.A., Yacoub E.S., Ugurbil K. Temporally-independent functional modes of spontaneous brain activity. Proc Natl Acad Sci U S A: Published online before print February 7, 2012 2012, doi:2010.1073/pnas.1121329109.
51. Ugurbil K., Brown T.R., den Hollander J.A., Glynn P., Shulman R.G. High-resolution 13C nuclear magnetic resonance studies of glucose metabolism in Escherichia coli. Proc. Natl. Acad. Sci. U. S. A. 1978, 75(8):3742-3746.
52. Ugurbil K., Rottenberg H., Glynn P., Shulman R.G. 31P nuclear magnetic resonance studies of bioenergetics and glycolysis in anaerobic Escherichia coli cells. Proc. Natl. Acad. Sci. U. S. A. 1978, 75(5):2244-2248.
53. Ugurbil K., Rottenberg H., Glynn P., Shulman R.G. Phosphorus-31 nuclear magnetic resonance studies of bioenergetics in wild-type and adenosinetriphosphatase(1-) Escherichia coli cells. Biochemistry 1982, 21(5):1068-1075.
54. 1 Fields. J. Magn. Reson. 1987, 72:177-185.
55. 1 magnitude. J. Magn. Reson. 1988, 80:448-469.
56. Ugurbil K., Garwood M., Rath A., Bendall M.R. Amplitude and Frequency/Phase Modulated Refocusing Pulses that Induce Plane Rotations Even in the Presence of Inhomogeneous Fields. J. Magn. Reson. 1988, 78:472-497.
57. Ugurbil K., Garwood M., Merkle M., Path G., Robitaille P.M., Hendrich K., Zhang J., Tristani M., Yoshiyama M., From A.H.L., Bache R.J. Metabolic consequences of coronary stenosis. Transmurally heterogeneous myocardial ischemia studied by spatially localized 31P NMR spectroscopy. NMR Biomed. 1989, 2:317-329.
58. Ugurbil K., Shulman R.G., Brown T.R. High resolution 31P and 13C NMR studies of E. coli in vivo. Magnetic Resonance in Biology 1979, 537-589. Academic Press, New York. R.G. Shulman (Ed.).
59. Uǧurbil K. The road to functional imaging and ultrahigh fields. NeuroImage 2012, 62(2):725-734. (this issue).
60. Van Essen, D.C., Ugurbil, K., in press. The future of the Connectome. NeuroImage.
61. Yacoub E., Duong T.Q., Van De Moortele P.F., Lindquist M., Adriany G., Kim S.G., Ugurbil K., Hu X. Spin-echo fMRI in humans using high spatial resolutions and high magnetic fields. Magn. Reson. Med. 2003, 49(4):655-664.
62. Yacoub E., Van De Moortele P.F., Shmuel A., Ugurbil K. Signal and noise characteristics of Hahn SE and GE BOLD fMRI at 7 T in humans. Neuroimage 2005, 24(3):738-750.
63. Yacoub E., Shmuel A., Logothetis N., Ugurbil K. Robust detection of ocular dominance columns in humans using Hahn Spin Echo BOLD functional MRI at 7 Tesla. Neuroimage 2007, 37(4):1161-1177.
64. Yacoub E., Harel N., Ugurbil K. High-field fMRI unveils orientation columns in humans. Proc. Natl. Acad. Sci. U. S. A. 2008, 105(30):10607-10612.
65. Zhao F., Wang P., Hendrich K., Ugurbil K., Kim S.G. Cortical layer-dependent BOLD and CBV responses measured by spin-echo and gradient-echo fMRI: insights into hemodynamic regulation. Neuroimage 2006, 30(4):1149-1160.
66. Zimmermann J., Goebel R., De Martino F., van de Moortele P.F., Feinberg D., Adriany G., Chaimow D., Shmuel A., Ugurbil K., Yacoub E. Mapping the Organization of Axis of Motion Selective Features in Human Area MT Using High-Field fMRI. PLoS One 2011, 6(12):e28716.