The spatial extent of the BOLD response

NeuroImage

Volumn 19, Issue 1, 2003, Pages 132-144

  Saad, Ziad S ^a,b   Ropella, Kristina M ^b   DeYoe, Edgar A ^c   Bandettini, Peter A ^a  

^a NATIONAL INSTITUTE OF MENTAL HEALTH   (United States)

^b Medical College of Wisconsin and Marquette University   (United States)

^c MEDICAL COLLEGE OF WISCONSIN   (United States)

Author keywords

Activation volume; Functional magnetic resonance imaging; MRI methods techniques; Visual cortex

Indexed keywords

ARTICLE; BLOOD OXYGENATION; CONTROLLED STUDY; CORRELATION COEFFICIENT; HUMAN; HUMAN EXPERIMENT; NERVE CELL; NOISE; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SIMULATION; TASK PERFORMANCE; VISUAL FIELD; VISUAL STIMULATION;

EID: 0038100597     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1053-8119(03)00016-8     Document Type: Article

References (86)

1. Arthurs O.J., Williams E.J., Carpenter T.A., Pickard J.D., Boniface S.J. Linear coupling between functional magnetic resonance imaging and evoked potential amplitude in human somatosensory cortex. Neuroscience. 101:(4):2000;803-806.
2. Bandettini P.A., Ungerleider L.G. From neuron to BOLD new connections . Nature Neurosci. 4:(9):2001;864-866.
3. Bandettini P.A., Wong E.C. A hypercapnia-based normalization method for improved spatial localization of human brain activation with fMRI. NMR Biomed. 10:(4-5):1997;197-203.
4. Bandettini P.A., Wong E.C., Hinks R.S., Tikofsky R.S., Hyde J.S. Time course EPI of human brain function during task activation. Magn. Reson. Med. 25:1992;390-397.
5. Beauchamp M.S., Cox R.W., DeYoe E.A. Graded effects of spatial and featural attention on human area MT and associated motion processing areas. J. Neurophysiol. 78:(1):1997;516-520.
6. Birn R.M., Saad Z.S., Bandettini P.A. Spatial heterogeneity of the nonlinear dynamics in the fmri bold response. Neuroimage. 14:(4):2001;817-826.
7. Biswal B., DeYoe E.A., Hyde J.S. Reduction of physiological fluctuations in FMRI using digital filters. Magn. Reson. Med. 35:1996;107-113.
8. Boynton G., Engel S., Glover G., Heeger D. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 16:(13):1996;4207-4221.
9. Brefczyinski J.A., DeYoe E.A. A physical correlate of the 'spotlight' of visual attention. Nature Neurosci. 2:(4):1999;370-374.
10. Buonocore M.H., Maddock R.J. Noise suppression digital filter for functional magnetic resonance imaging based on image reference data. Magn. Reson. Med. 38:(3):1997;456-469.
11. Buxton R.B. The elusive initial dip. Neuroimage. 13:(6 Pt. 1):2001;953-958.
12. Buxton R.B., Wong E.C., Frank L.R. Dynamics of blood flow and oxygenation changes during brain activation the balloon model . Magn. Reson. Med. 39:(6):1998;855-864.
13. Cohen M.S. Parametric analysis of FMRI data using linear systems methods. Neuroimage. 6:1997;93-103.
14. Cox R.W., Hyde J.S. Software tools for analysis and visualization of fMRI data. NMR Biomed. 10:(4-5):1997;171-178.
15. Cox S.B., Woolsey T.A., Rovainen C.M. Localized dynamic changes in cortical blood flow with whisker stimulation corresponds to matched vascular and neuronal architecture of rat barrels. J. Cereb. Blood Flow Metab. 13:(6):1993;899-913.
16. Das A., Gilbert C.D. Long-range horizontal connections and their role in cortical reorganization revealed by optical recording of cat primary visual cortex. Nature. 375:(6534):1995;780-784.
17. Davis T., Kwong K., Weisskoff R., Rosen B. Calibrated functional MRI mapping the dynamics of oxidative metabolism . Proc. Natl. Acad. Sci. USA. 95:(4):1998;1834-1839.
18. DeYoe E.A., Bandettini P., Neitz J., Miller D., Winans P. Functional magnetic resonance imaging (FMRI) of the human brain. J. Neurosci. Methods. 54:1994;171-187.
19. DeYoe E.A., Van Essen D.C. Concurrent processing streams in monkey visual cortex. Trends Neurosci. 11:(5):1988;219-226.
20. Duong T.Q., Kim D.S., Ugurbil K., Kim S.G. Spatiotemporal dynamics of the BOLD fMRI signals toward mapping submillimeter cortical columns using the early negative response . Magn. Reson. Med. 44:(2):2000;231-242.
21. Duong T.Q., Kim D.S., Ugurbil K., Kim S.G. Localized cerebral blood flow response at submillimeter columnar resolution. Proc. Natl. Acad. Sci. USA. 28:2001;28.
22. Engel S., Glover G., Wandell B. Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb. Cortex. 7:(2):1997;181-192.
23. Farzaneh F., Riederer S.J., Pelc N.J. Analysis of T2 limitations and off-resonance effects on spatial resolution and artifacts in echo-planar imaging. Magn. Reson. Med. 14:(1):1990;123-139.
24. Felleman D.J., Van Essen D.C. Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex. 1:(1):1991;1-47.
25. Friston K.J., Josephs O., Rees G., Turner R. Nonlinear event-related responses in FMRI. Magn. Reson. Med. 39:1998;41-52.
26. Genovese C.R., Noll D.C., Eddy W.F. Estimating test-retest reliability in functional MR imaging. I Statistical methodology . Magn. Reson. Med. 38:(3):1997;497-507.
27. Gilbert C.D., Das A., Ito M., Kapadia M., Westheimer G. Spatial integration and cortical dynamics. Proc. Natl. Acad. Sci. USA. 93:(2):1996;615-622.
28. Goodyear B.G., Menon R.S. Brief visual stimulation allows mapping of ocular dominance in visual cortex using fMRI. Hum. Brain. Mapp. 14:(4):2001;210-217.
29. Grinvald A., Lieke E.E., Frostig R.D., Hildesheim R. Cortical point-spread function and long-range lateral interactions revealed by real-time optical imaging of macaque monkey primary visual cortex. J. Neurosci. 14:(5 Pt 1):1994;2545-2568.
30. Haxby J.V., Horwitz B., Ungerleider L.G., Maisog J.M., Pietrini P., Grady C.L. The functional organization of human extrastriate cortex a PET-rCBF study of selective attention to faces and locations . J. Neurosci. 14:(11):1994;6336-6353.
31. Hess A., Stiller D., Kaulisch T., Heil P., Scheich H. New insights into the hemodynamic blood oxygenation level-dependent response through combination of functional magnetic resonance imaging and optical recording in gerbil barrel cortex. J. Neurosci. 20:(9):2000;3328-3338.
32. Hogg R.V., Ledolter J. Engineering Statistics. 1987;Macmillan, New York.
33. Hoogenraad F.G., Pouwels P.J., Hofman M.B., Reichenbach J.R., Sprenger M., Haacke E.M. Quantitative differentiation between BOLD models in fMRI. Magn. Reson. Med. 45:(2):2001;233-246.
34. Horton J.C., Hoyt W.F. The representation of the visual field in human striate cortex. A revision of the classic Holmes map. Arch. Ophthalmol. 109:(6):1991;816-824.
35. Huettel S.A., McCarthy G. The effects of single-trial averaging upon the spatial extent of fMRI activation. Neuroreport. 12:(11):2001;2411-2416.
36. Karni A., Meyer G., Jezzard P., Adams M.M., Turner R., Ungerleider L. Functional MRI evidence for adult motor cortex plasticity during motor skill learning. Nature. 377:1995;155-158.
37. Kastner S., De Weerd P., Desimone R., Ungerleider L. Mechanisms of directed attention in the human extrastriate cortex as revealed by functional MRI. Science. 282:(5386):1998;108-111.
38. Kim D.S., Duong T.Q., Kim S.G. High-resolution mapping of iso-orientation columns by fMRI. Nature Neurosci. 3:(2):2000;164-169.
39. Kim S.G., Rostrup E., Larsson H.B., Ogawa S., Paulson O.B. Determination of relative CMRO2 from CBF and BOLD changes significant increase of oxygen consumption rate during visual stimulation . Magn. Reson. Med. 41:(6):1999;1152-1161.
40. Kim S.G., Ugurbil K. Comparison of blood oxygenation and cerebral blood flow effects in fMRI estimation of relative oxygen consumption change . Magn. Reson. Med. 38:(1):1997;59-65.
41. Kinahan P.E., Noll D.C. A direct comparison between whole-brain PET and BOLD fMRI measurements of single-subject activation response. Neuroimage. 9:(4):1999;430-438.
42. Krings T., Reinges M.H., Erberich S., Kemeny S., Rohde V., Spetzger U., Korinth M., Willmes K., Gilsbach J.M., Thron A. Functional MRI for presurgical planning problems, artefacts, and solution strategies . J. Neurol. Neurosurg. Psychiatry. 70:(6):2001;749-760.
43. Kruggel F., von Cramon D.Y. Modeling the hemodynamic response in single-trial functional MRI experiments. Magn. Reson. Med. 42:(4):1999;787-797.
44. Kruggel F., von Cramon D.Y. Temporal properties of the hemodynamic response in functional MRI. Hum. Brain Mapp. 8:(4):1999;259-271.
45. Kwong K.K., Belliveau J.W., Chesler D.A., Goldberg I.E., Weisskoff R.M., Poncelet B.P., Kennedy D.N., Hoppel B.E., Cohen M.S., Turner R. Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. USA. 89:(12):1992;5675-5679.
46. Lai S, Hopkins, AL, Haacke, EM, Li D, Wasserman BA, Buckley P, Friedman L, Meltzer H, Hedera P, R. F. 1993. Identification of vascular structure as a major source of signal contrast in high resolution 2D and 3D functional activation imaging of the motor cortex at 1.5T: Preliminary results. Magn. Reson. Med. (30), 387-392.
47. Lee A.T., Glover G.H., Meyer C.H. Discrimination of large venous vessels in time-course spiral blood-oxygen-level-dependent magnetic-resonance functional neuroimaging. Magn. Reson. Med. 33:1995;745-754.
48. Liu H., Gao J. An investigation of the impulse functions for the nonlinear BOLD response in functional MRI. Magn. Reson. Imaging. 18:(8):2000;931-938.
49. Liu Y., Pu Y., Fox P.T., Gao J.H. Quantification of dynamic changes in cerebral venous oxygenation with MR phase imaging at 1.9 T. Magn. Reson. Med. 41:(2):1999;407-411.
50. Logothetis N.K., Pauls J., Augath M., Trinath T., Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature. 412:(6843):2001;150-157.
51. Magistretti P.J. Cellular bases of functional brain imaging insights from neuron-glia metabolic coupling . Brain Res. 886:(1-2):2000;108-112.
52. Magistretti P.J., Pellerin L., Rothman D.L., Shulman R.G. Energy on demand. Science. 283:(5401):1999;496-497.
53. Mandeville J.B., Marota J.J., Kosofsky B.E., Keltner J.R., Weissleder R., Rosen B.R., Weisskoff R.M. Dynamic functional imaging of relative cerebral blood volume during rat forepaw stimulation. Magn. Reson. Med. 39:(4):1998;615-624.
54. 2 during rat forepaw stimulation. Magn. Reson. Med. 42:1999;944-951.
55. Manoach D.S., Halpern E.F., Kramer T.S., Chang Y., Goff D.C., Rauch S.L., Kennedy D.N., Gollub R.L. Test-retest reliability of a functional MRI working memory paradigm in normal and schizophrenic subjects. Am. J. Psychiatry. 158:(6):2001;955-958.
56. Marota J.J., Ayata C., Moskowitz M.A., Weisskoff R.M., Rosen B.R., Mandeville J.B. Investigation of the early response to rat forepaw stimulation. Magn. Reson. Med. 41:(2):1999;247-252.
57. Matlab, V., 1994. Signal Processing Toolbox User's Guide. The Math Works, Natick, MA.
58. McGonigle D.J., Howseman A.M., Athwal B.S., Friston K.J., Frackowiak R.S., Holmes A.P. Variability in fMRI an examination of intersession differences . Neuroimage. 11:(6 Pt 1):2000;708-734.
59. Menon R.S., Goodyear B.G. Submillimeter functional localization in human striate cortex using BOLD contrast at 4 Tesla implications for the vascular point-spread function . Magn. Reson. Med. 41:(2):1999;230-235.
60. 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. 30:1993;380-386.
61. Miller K.L., Luh W.M., Liu T.T., Martinez A., Obata T., Wong E.C., Frank L.R., Buxton R.B. Nonlinear temporal dynamics of the cerebral blood flow response. Hum. Brain Mapp. 13:(1):2001;1-12.
62. Moskalenko Y., Dowling J., Liu D., Rovainen C., Semernia V. LCBF changes in rat somatosensory cortex during whisker stimulation monitored by dynamic H2 clearance. Int. J. Psychophysiol. 21:(1):1996;45-59.
63. Noll D.C., Genovese C.R., Nystrom L.E., Vazquez A.L., Forman S.D., Eddy W.F., Cohen J.D. Estimating test-retest reliability in functional MR imaging. II Application to motor and cognitive activation studies . Magn. Reson. Med. 38:(3):1997;508-517.
64. Ogawa S., Lee T., Nayak S., Glynn P. Oxygenation-sensitive contrast in magnetic resonance image of rodent brain in high magnetic fields. Magn. Reson. Med. 14:1990;68-78.
65. Ogawa S., Lee T.M. Blood oxygenation level dependent MRI of the brain effects of seizure induced by kainic acid in rat . Proc. Soc. Magn. Reson. Med. 1:1992;501.
66. 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. USA. 87:1990;9868-9872.
67. Purdon P.L., Weisskoff R.M. Effect of temporal autocorrelation due to physiological noise and stimulus paradigm on voxel-level false-positive rates in fMRI. Hum. Brain Mapp. 6:(4):1998;239-249.
68. Rombouts S.A., Barkhof F., Hoogenraad F.G., Sprenger M., Valk J., Scheltens P. Test-retest analysis with functional MR of the activated area in the human visual cortex. AJNR Am. J. Neuroradiol. 18:(7):1997;1317-1322.
69. Saad, Z.S., 1996. Functional magnetic resonance imaging: activated time course detection and phase analysis, in: Biomedical Engineering, Marquette University, Milwaukee, p. 110.
70. Saad Z.S., DeYoe E.A., Ropella K.M. Estimation of FMRI response delays. Neuroimage. 18:(2):2002;494-508.
71. Saad Z.S., Ropella K.M., Cox R.W., DeYoe E.A. Analysis and use of FMRI response delays. Hum. Brain Mapp. 13:(2):2001;74-93.
72. Savoy R.L. History and future directions of human brain mapping and functional neuroimaging. Acta Psychol. 107:(1-3):2001;9-42.
73. Segebarth C., Belle V., Delon C., Massoselli R., Decety G., LeBas G.F., Decorps M., Benabid L.A. Functional MRI of the human brain: predominance of signals from extracerebral veins. Neuroreport. 5:1994;813-816.
74. Seitz R.J., Roland P.E. Vibratory stimulation increases and decreases the regional cerebral blood flow and oxidative metabolism a positron emission tomography (PET) study . Acta Neurol. Scand. 86:(1):1992;60-67.
75. Shulman G.L., Corbetta M., Buckner R.L., Fiez J.A., Miezin F.M., Raichle M.E., Petersen aS.E. Common blood flow changes across visual tasks I. Increases in subcortical structures and cerebellum but not in nonvisual cortex . J. Cogn. Neurosci. 9:(5):1997;624-663.
76. Shulman G.L., Fiez J.A., Corbetta M., Buckner R.L., Miezin F.M., Raichle M.E., Petersen aS.E. Common blood flow changes across visual tasks II. Decreases in cerebral cortex . J. Cogn. Neurosci. 9:(5):1997;648-663.
77. Somers D., Dale A., Seiffert A., Tootell R. Functional MRI reveals spatially specific attentional modulation in human primary visual cortex. Proc. Natl. Acad. Sci. USA. 96:(4):1999;1663-1668.
78. Takashima I., Kajiwara R., Iijima T. Voltage-sensitive dye versus intrinsic signal optical imaging comparison of optically determined functional maps from rat barrel cortex . Neuroreport. 12:(13):2001;2889-2894.
79. Talairach J., Tournoux P. Co-planar Stereotaxic Atlas of the Human Brain An Approach to Medical Cerebral Imaging . 1988;Thieme, Stuttgart.
80. Tootell R., Hadjikhani N., Hall E., Marrett S., Vanduffel W., Vaughan J., Dale A. The retinotopy of visual spatial attention. Neuron. 21:(6):1998;1409-1422.
81. Vasquez L.A., Noll D.C. Nonlinear aspects of the BOLD response in functional MRI. Neuroimage. 7:1998;108-118.
82. Villringer A. Understanding functional neuroimaging methods based on neurovascular coupling. Adv. Exp. Med. Biol. 413:1997;177-193.
83. Villringer A., Dirnagl U. Coupling of brain activity and cerebral blood flow basis of functional neuroimaging . Cerebrovasc. Brain Metab. Rev. 7:(3):1995;240-276.
84. Woolsey T., Rovainen C., Cox S., Henegar M., Liang G., Liu D., Moskalenko Y., Sui J., Wei L. Neuronal units linked to microvascular modules in cerebral cortex response elements for imaging the brain . Cereb. Cortex. 6:(5):1996;647-660.
85. Yacoub E., Le T.H., Ugurbil K., Hu X. Further evaluation of the initial negative response in functional magnetic resonance imaging. Magn. Reson. Med. 41:(3):1999;436-441.
86. Yang X., Hyder F., Shulman R.G. Functional MRI BOLD signal coincides with electrical activity in the rat whisker barrels. Magn. Reson. Med. 38:(6):1997;874-877.