Nonlinearities in rapid event-related fMRI explained by stimulus scaling

NeuroImage

Volumn 34, Issue 2, 2007, Pages 651-660

  Heckman, Genevieve M ^a   Bouvier, Seth E ^a   Carr, Valerie A ^a   Harley, Erin M ^a   Cardinal, Kristen S ^a   Engel, Stephen A ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN CORTEX; BRAIN DEPTH STIMULATION; EVENT RELATED POTENTIAL; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MATHEMATICAL MODEL; NEUROIMAGING; NORMAL HUMAN; PRIORITY JOURNAL;

ADAPTATION, PHYSIOLOGICAL; ADULT; BRAIN; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MODELS, NEUROLOGICAL; PHOTIC STIMULATION;

EID: 37849186005     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2006.09.038     Document Type: Article

References (51)

1. Ances B.M., Greenberg J.H., and Detre J.A. Effects of variations in interstimulus interval on activation-flow coupling response and somatosensory evoked potentials with forepaw stimulation in the rat. J. Cereb. Blood Flow Metab. 20 (2000) 290-297
2. Ances B.M., Zarahn E., Greenberg J.H., and Detre J.A. Coupling of neural activation to blood flow in the somatosensory cortex of rats is time-intensity separable, but not linear. J. Cereb. Blood Flow Metab. 20 (2000) 921-930
3. Birn R.M., and Bandettini P.A. The effect of stimulus duty cycle and "off" duration on BOLD response linearity. NeuroImage 27 (2005) 70-82
4. Birn R.M., Saad Z.S., and Bandettini P.A. Spatial heterogeneity of the nonlinear dynamics in the fMRI BOLD response. NeuroImage 14 (2001) 817-826
5. Boynton G.M., and Finney E.M. Orientation-specific adaptation in human visual cortex. J. Neurosci. 23 (2003) 8781-8787
6. Boynton G.M., Engel S.A., Glover G.H., and Heeger D.J. Linear systems analysis of functional magnetic resonance imaging in human V1. J. Neurosci. 16 (1996) 4207-4221
7. Buracas G.T., and Boynton G.M. Efficient design of event-related fMRI experiments using M-sequences. NeuroImage 16 (2002) 801-813
8. Buxton R.B., and Frank L.R. A model for the coupling between cerebral blood flow and oxygen metabolism during neural stimulation. J. Cereb. Blood Flow Metab. 17 (1997) 64-72
9. Buxton R.B., Uludag K., Dubowitz D.J., and Liu T.T. Modeling the hemodynamic response to brain activation. NeuroImage 23 Suppl. 1 (2004) S220-S233
10. Dale A.M., and Buckner R.L. Selective averaging of rapidly presented individual trials using fMRI. Hum. Brain Mapp. 5 (1997) 329-340
11. Devor A., Dunn A.K., Andermann M.L., Ulbert I., Boas D.A., and Dale A.M. Coupling of total hemoglobin concentration, oxygenation, and neural activity in rat somatosensory cortex. Neuron 39 (2003) 353-359
12. DeYoe E.A., Carman G.J., Bandettini P., Glickman S., Wieser J., Cox R., Miller D., and Neitz J. Mapping striate and extrastriate visual areas in human cerebral cortex. Proc. Natl. Acad. Sci. U. S. A. 93 (1996) 2382-2386
13. Engel S.A. Adaptation of oriented and unoriented color-selective neurons in human visual areas. Neuron 45 (2005) 613-623
14. Engel S.A., and Furmanski C.S. Selective adaptation to color contrast in human primary visual cortex. J. Neurosci. 21 (2001) 3949-3954
15. Engel S.A., Rumelhart D.E., Wandell B.A., Lee A.T., Glover G.H., Chichilnisky E.J., and Shadlen M.N. fMRI of human visual cortex. Nature 369 (1994) 525
16. Engel S., Glover G., and Wandell B. Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb. Cortex 7 (1997) 181-192
17. Fang F., Murray S.O., Kersten D., and He S. Orientation-tuned fMRI adaptation in human visual cortex. J. Neurophysiol. 94 (2005) 4188-4195
18. Friston K.J., Josephs O., Rees G., and Turner R. Nonlinear event-related responses in fMRI. Magn. Reson. Med. 39 (1998) 41-52
19. Friston K.J., Mechelli A., Turner R., and Price C.J. Nonlinear responses in fMRI: the Balloon model, Volterra kernels, and other hemodynamics. NeuroImage 12 (2000) 466-477
20. Gardner J.L., Sun P., Waggoner R.A., Ueno K., Tanaka K., and Cheng K. Contrast adaptation and representation in human early visual cortex. Neuron 47 (2005) 607-620
21. Glover G.H. Deconvolution of impulse response in event-related BOLD fMRI. NeuroImage 9 (1999) 416-429
22. Grill-Spector K., and Malach R. fMR-adaptation: a tool for studying the functional properties of human cortical neurons. Acta Psychol. (Amst.) 107 (2001) 293-321
23. Gu H., Stein E.A., and Yang Y. Nonlinear responses of cerebral blood volume, blood flow and blood oxygenation signals during visual stimulation. Magn. Reson Imaging 23 (2005) 921-928
24. Hewson-Stoate N., Jones M., Martindale J., Berwick J., and Mayhew J. Further nonlinearities in neurovascular coupling in rodent barrel cortex. NeuroImage 24 (2005) 565-574
25. Huettel S.A., and McCarthy G. Evidence for a refractory period in the hemodynamic response to visual stimuli as measured by MRI. NeuroImage 11 (2000) 547-553
26. Huettel S.A., and McCarthy G. Regional differences in the refractory period of the hemodynamic response: an event-related fMRI study. NeuroImage 14 (2001) 967-976
27. Huettel S.A., Obembe O.O., Song A.W., and Woldorff M.G. The BOLD fMRI refractory effect is specific to stimulus attributes: evidence from a visual motion paradigm. NeuroImage 23 (2004) 402-408
28. Huettel S.A., McKeown M.J., Song A.W., Hart S., Spencer D.D., Allison T., and McCarthy G. Linking hemodynamic and electrophysiological measures of brain activity: evidence from functional MRI and intracranial field potentials. Cereb. Cortex 14 (2004) 165-173
29. Jenkinson M., Bannister P., Brady M., and Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. NeuroImage 17 (2002) 825-841
30. Jones M., Hewson-Stoate N., Martindale J., Redgrave P., and Mayhew J. Nonlinear coupling of neural activity and CBF in rodent barrel cortex. NeuroImage 22 (2004) 956-965
31. Larsson J. Imaging Vision: Functional Mapping of Intermediate Visual Processes in Man (2001), Karolinska Institutet, Stockholm, Sweden
32. Larsson J., Landy M.S., and Heeger D.J. Orientation-selective adaptation to first- and second-order patterns in human visual cortex. J. Neurophysiol. 95 (2006) 862-881
33. Liu H., and Gao J. An investigation of the impulse functions for the nonlinear BOLD response in functional MRI. Magn. Reson. Imaging 18 (2000) 931-938
34. Logothetis N.K., Pauls J., Augath M., Trinath T., and Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature 412 (2001) 150-157
35. Martindale J., Berwick J., Martin C., Kong Y., Zheng Y., and Mayhew J. Long duration stimuli and nonlinearities in the neural-haemodynamic coupling. J. Cereb. Blood Flow Metab. 25 (2005) 651-661
36. Miezin F.M., Maccotta L., Ollinger J.M., Petersen S.E., and Buckner R.L. Characterizing the hemodynamic response: effects of presentation rate, sampling procedure, and the possibility of ordering brain activity based on relative timing. NeuroImage 11 (2000) 735-759
37. Miller K.L., Luh W.M., Liu T.T., Martinez A., Obata T., Wong E.C., Frank L.R., and Buxton R.B. Nonlinear temporal dynamics of the cerebral blood flow response. Hum. Brain Mapp. 13 (2001) 1-12
38. Murray S.O., Olman C.A., and Kersten D. Spatially specific fMRI repetition effects in human visual cortex. J. Neurophysiol. 95 (2006) 2439-2445
39. Ollinger J.M., Shulman G.L., and Corbetta M. Separating processes within a trial in event-related functional MRI. NeuroImage 13 (2001) 210-217
40. Pfeuffer J., McCullough J.C., Van de Moortele P.F., Ugurbil K., and Hu X. Spatial dependence of the nonlinear BOLD response at short stimulus duration. NeuroImage 18 (2003) 990-1000
41. Pollmann S., Wiggins C.J., Norris D.G., von Cramon D.Y., and Schubert T. Use of short intertrial intervals in single-trial experiments: a 3T fMRI-study. NeuroImage 8 (1998) 327-339
42. Robson M.D., Dorosz J.L., and Gore J.C. Measurements of the temporal fMRI response of the human auditory cortex to trains of tones. NeuroImage 7 (1998) 185-198
43. Sclar G., Lennie P., and DePriest D.D. Contrast adaptation in striate cortex of macaque. Vision Res. 29 (1989) 747-755
44. Sereno M.I., Dale A.M., Reppas J.B., Kwong K.K., Belliveau J.W., Brady T.J., Rosen B.R., and Tootell R.B. Borders of multiple visual areas in humans revealed by functional magnetic resonance imaging. Science 268 (1995) 889-893
45. Sheth S.A., Nemoto M., Guiou M., Walker M., Pouratian N., and Toga A.W. Linear and nonlinear relationships between neuronal activity, oxygen metabolism, and hemodynamic responses. Neuron 42 (2004) 347-355
46. Soltysik D.A., Peck K.K., White K.D., Crosson B., and Briggs R.W. Comparison of hemodynamic response nonlinearity across primary cortical areas. NeuroImage 22 (2004) 1117-1127
47. Soon C.S., Venkatraman V., and Chee M.W. Stimulus repetition and hemodynamic response refractoriness in event-related fMRI. Hum. Brain Mapp. 20 (2003) 1-12
48. Tootell R.B., Hadjikhani N.K., Vanduffel W., Liu A.K., Mendola J.D., Sereno M.I., and Dale A.M. Functional analysis of primary visual cortex (V1) in humans. Proc. Natl. Acad Sci. U. S. A. 95 (1998) 811-817
49. Vazquez A.L., and Noll D.C. Nonlinear aspects of the BOLD response in functional MRI. NeuroImage 7 (1998) 108-118
50. Wager T.D., Vazquez A., Hernandez L., and Noll D.C. Accounting for nonlinear BOLD effects in fMRI: parameter estimates and a model for prediction in rapid event-related studies. NeuroImage 25 (2005) 206-218
51. Wan X., Riera J., Iwata K., Takahashi M., Wakabayashi T., and Kawashima R. The neural basis of the hemodynamic response nonlinearity in human primary visual cortex: Implications for neurovascular coupling mechanism. NeuroImage 32 (2006) 616-625