The amplitude and timing of the BOLD signal reflects the relationship between local field potential power at different frequencies

Journal of Neuroscience

Volumn 32, Issue 4, 2012, Pages 1396-1407

  Magri, Cesare ^a,b   Schridde, Ulrich ^a   Murayama, Yusuke ^a   Panzeri, Stefano ^c,d   Logothetis, Nikos K ^a,e  

^a MAX PLANCK INSTITUTE FOR BIOLOGICAL CYBERNETICS   (Germany)

^b Bernstein Center for Computational Neuroscience   (Germany)

^c ISTITUTO ITALIANO DI TECNOLOGIA   (Italy)

^d UNIVERSITY OF GLASGOW   (United Kingdom)

^e UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

REMIFENTANIL;

ADULT; ALPHA RHYTHM; AMPLITUDE MODULATION; ANIMAL TISSUE; ARTICLE; BETA RHYTHM; BOLD SIGNAL; ELECTROPHYSIOLOGY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GAMMA RHYTHM; LOCAL FIELD POTENTIAL; MACACA MULATTA; MALE; NONHUMAN; PRIORITY JOURNAL; SPECTROSCOPY; SYNAPTIC POTENTIAL; VISUAL CORTEX; VISUAL STIMULATION;

ANIMALS; EVOKED POTENTIALS, VISUAL; IMAGE PROCESSING, COMPUTER-ASSISTED; MACACA MULATTA; MAGNETIC RESONANCE IMAGING; MALE; OXYGEN; PHOTIC STIMULATION; TIME FACTORS; VISUAL CORTEX; VISUAL PERCEPTION;

EID: 84856279015     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.3985-11.2012     Document Type: Article

References (64)

1. Basar E (1980) EEG-brain dynamics: relation between EEG and brain evoked potentials. Amsterdam: Elsevier-North-Holland Biomedical.
2. Belitski A, Gretton A, Magri C, Murayama Y, Montemurro MA, Logothetis NK, Panzeri S (2008) Low-frequency local field potentials and spikes in primary visual cortex convey independent visual information. J Neurosci 28:5696-5709.
3. Brown GG, Perthen JE, Liu TT, Buxton RB (2007) A primer on functional magnetic resonance imaging. Neuropsychol Rev 17:107-125.
4. Brunel N, Wang XJ (2003) What determines the frequency of fast network oscillations with irregular neural discharges? I. Synaptic dynamics and excitation-inhibition balance. J Neurophysiol 90:415-430.
5. Constantinople CM, Bruno RM (2011) Effects and mechanisms of wakefulness on local cortical networks. Neuron 69:1061-1068.
6. Creutzfeldt OD, Watanabe S, Lux HD (1966a) Relations between EEG phenomena and potentials of single cortical cells. I. Evoked responses after thalamic and epicortical stimulation. Electroencephalogr Clin Neurophysiol 20:1-18.
7. Creutzfeldt OD, Watanabe S, Lux HD (1966b) Relations between EEG phenomena and potentials of single cortical cells. II. Spontaneous and convulsoid activity. Electroencephalogr Clin Neurophysiol 20:19-37.
8. D'Esposito M, Deouell LY, Gazzaley A (2003) Alterations in the BOLD fMRI signal with ageing and disease: a challenge for neuroimaging. Nat Rev Neurosci 4:863-872.
9. Drake CT, Iadecola C (2007) The role of neuronal signaling in controlling cerebral blood flow. Brain Lang 102:141-152.
10. Friston KJ, Holmes AP, Worsley KJ, Poline JP, Frith CD, Frackowiak RSJ (1994) Statistical parametric maps in functional imaging: a general linear approach. Hum Brain Mapp 2:189-210.
11. Friston KJ, Mechelli A, Turner R, Price CJ (2000) Nonlinear responses in fMRI: the Balloon model, Volterra kernels, and other hemodynamics. Neuroimage 12:466-477.
12. Fuhrmann Alpert G, Sun FT, Handwerker D, D'Esposito M, Knight RT (2007) Spatio-temporal information analysis of event-related BOLD responses. Neuroimage 34:1545-1561.
13. Gieselmann MA, Thiele A (2008) Comparison of spatial integration and surround suppression characteristics in spiking activity and the local field potential in macaque V1. Eur J Neurosci 28:447-459.
14. Girouard H, Iadecola C (2006) Neurovascular coupling in the normal brain and in hypertension, stroke, and Alzheimer disease. J Appl Physiol 100:328-335.
15. Goense JB, Logothetis NK (2008) Neurophysiology of the BOLD fMRI signal in awake monkeys. Curr Biol 18:631-640.
16. Goense JB, Ku SP, Merkle H, Tolias AS, Logothetis NK (2008) fMRI of the temporal lobe of the awake monkey at 7 T. Neuroimage 39:1081-1093.
17. Granit R, Kernell D, Smith R (1963) Delayed depolarization and the repetitive response to intracellular stimulation of mammalian motoneurones. J Physiol 168:890-910.
18. Haase A, Frahm J, Matthaei D, Hanicke W, Merboldt KD (1986) FLASH imaging. Rapid NMR imaging using low flip-angle pulses. J Magn Reson 67:258-266.
19. Jones AK, Qi LY, Fujirawa T, Luthra SK, Ashburner J, Bloomfield P, Cunningham VJ, Itoh M, Fukuda H, Jones T (1991) In vivo distribution of opioid receptors in man in relation to the cortical projections of the medial and lateral pain systems measured with positron emission tomography. Neurosci Lett 126:25-28.
20. Juergens E, Guettler A, Eckhorn R (1999) Visual stimulation elicits locked and induced gamma oscillations in monkey intracortical-and EEGpotentials, but not in human EEG. Exp Brain Res 129:247-259.
21. Kamondi A, Acsády L, Wang XJ, Buzsáki G (1998) Theta oscillations in somata and dendrites of hippocampal pyramidal cells in vivo: activity dependent phase precession of action potentials. Hippocampus 8:244-261.
22. Kayser C, Kim M, Ugurbil K, Kim DS, König P (2004) A comparison of hemodynamic and neural responses in cat visual cortex using complex stimuli. Cereb Cortex 14:881-891.
23. Kilner JM, Mattout J, Henson R, Friston KJ (2005) Hemodynamic correlates of EEG: a heuristic. Neuroimage 28:280-286.
24. Klee MR, Offenloch K, Tigges J (1965) Cross-correlation analysis of electroencephalographic potentials and slow membrane transients. Science 147:519-521.
25. Lindsley DB, Wicke J (1974) The electroencephalogram: autonomous electrical activity in man and animals. In: Bioelectric recording techniques: Part B: Electroencephalography and human brain potentials (Thompson RF, Patterson MM, eds), pp 3-83. New York: Academic.
26. Logothetis NK (2003) The underpinnings of the BOLD functional magnetic resonance imaging signal. J Neurosci 23:3963-3971.
27. Logothetis NK (2008) What we can do and what we cannot do with fMRI. Nature 453:869-878.
28. Logothetis NK, Guggenberger H, Peled S, Pauls J (1999) Functional imaging of the monkey brain. Nat Neurosci 2:555-562.
29. Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412:150-157.
30. Logothetis NK, Murayama Y, Augath M, Steffen T, Werner J, Oeltermann A (2009) How not to study spontaneous activity. Neuroimage 45:1080-1089.
31. Logothetis NK, Augath M, Murayama Y, Rauch A, Sultan F, Goense J, Oeltermann A, Merkle H (2010) The effects of electrical microstimulation on cortical signal propagation. Nat Neurosci 13:1283-1291.
32. Lund JS, Yoshioka T, Levitt J (1994) Substrates for interlaminar connections in area VI of macaque monkey cerebral cortex. In: Cerebral cortex: primary visual cortex in primates, Vol 10 (Peters AA, Rockland KS, eds), pp 37-60. New York: Plenum.
33. Mitzdorf U (1985) Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena. Physiol Rev 65:37-100.
34. Mitzdorf U (1987) Properties of the evoked potential generators: current source-density analysis of visually evoked potentials in the cat cortex. Int J Neurosci 33:33-59.
35. Mukamel R, Gelbard H, Arieli A, Hasson U, Fried I, Malach R (2005) Coupling between neuronal firing, field potentials, and FMRI in human auditory cortex. Science 309:951-954.
36. Murakami S, Okada Y (2006) Contributions of principal neocortical neurons to magnetoencephalography and electroencephalography signals. J Physiol 575:925-936.
37. Murayama Y, Biessmann F, Meinecke FC, Müller KR, Augath M, Oeltermann A, Logothetis NK (2010) Relationship between neural and hemodynamic signals during spontaneous activity studied with temporal kernel CCA. Magn Reson Imaging 28:1095-1103.
38. Nicholson C (1973) Theoretical analysis of field potentials in anisotropic ensembles of neuronal elements. IEEE Trans Biomed Eng 20:278-288.
39. Niessing J, Ebisch B, Schmidt KE, Niessing M, Singer W, Galuske RA (2005) Hemodynamic signals correlate tightly with synchronized gamma oscillations. Science 309:948-951.
40. Oeltermann A, Augath MA, Logothetis NK (2007) Simultaneous recording of neuronal signals and functional NMR imaging. Magn Reson Imaging 25:760-774.
41. Ogawa S, Tank DW, Menon R, Ellermann JM, Kim SG, Merkle H, Ugurbil K (1992) Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc Natl Acad Sci U S A 89:5951-5955.
42. Panzeri S, Treves A (1996) Analytical estimates of limited sampling biases in different information measures. Netw Comput Neural Syst 7:87-108.
43. Panzeri S, Senatore R, Montemurro MA, Petersen RS (2007) Correcting for the sampling bias problem in spike train information measures. J Neurophysiol 98:1064-1072.
44. Percival DB, Walden AT (1993) Spectral analysis for physical applications: multitaper and conventional univariate techniques. Cambridge, UK: Cambridge UP.
45. ettersen KH, Devor A, Ulbert I, Dale AM, Einevoll GT (2006) Currentsource density estimation based on inversion of electrostatic forward solution: effects of finite extent of neuronal activity and conductivity discontinuities. J Neurosci Methods 154:116-133.
46. Rauch A, Rainer G, Logothetis NK (2008) The effect of a serotonin-induced dissociation between spiking and perisynaptic activity on BOLD functional MRI. Proc Natl Acad Sci U S A 105:6759-6764.
47. Ray S, Maunsell JH (2011) Different Origins of Gamma Rhythm and High- Gamma Activity in Macaque Visual Cortex. PLoS Biology 9:e1000610.
48. Rosa MJ, Kilner J, Blankenburg F, Josephs O, Penny W (2010) Estimating the transfer function from neuronal activity to BOLD using simultaneous EEG-fMRI. Neuroimage 49:1496-1509.
49. Saleem K, Logothetis N (2007) Atlas of the rhesus monkey brain. London: Elsevier.
50. Scheeringa R, Fries P, Petersson KM, Oostenveld R, Grothe I, Norris DG, Hagoort P, Bastiaansen MC (2011) Neuronal dynamics underlying high-and low-frequency eeg oscillations contribute independently to the human BOLD signal. Neuron 69:572-583.
51. Schölvinck ML, Maier A, Ye FQ, Duyn JH, Leopold DA (2010) Neural basis of global resting-state fMRI activity. Proc Natl Acad Sci U S A 107:10238-10243.
52. Schroeder CE, Steinschneider M, Javitt DC, Tenke CE, Givre SJ, Mehta AD, Simpson GV, Arezzo JC, Vaughan HG Jr (1995) Localization of ERP generators and identification of underlying neural processes. Electroencephalogr Clin Neurophysiol Suppl 44:55-75.
53. Schroeder CE, Mehta AD, Givre SJ (1998) A spatiotemporal profile of visual system activation revealed by current source density analysis in the awake macaque. Cereb Cortex 8:575-592.
54. Sereno ME, Trinath T, Augath M, Logothetis NK (2002) Three-dimensional shape representation in monkey cortex. Neuron 33:635-652.
55. Shannon CE (1948) A mathematical theory of communication. Bell System Technical J 27:623-656.
56. Shmuel A, Augath M, Oeltermann A, Logothetis NK (2006) Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat Neurosci 9:569-577.
57. Steriade M, Hobson J (1976) Neuronal activity during the sleep-waking cycle. Prog Neurobiol 6:155-376.
58. Steriade M, McCormick DA, Sejnowski TJ (1993) Thalamocortical oscillations in the sleeping and aroused brain. Science 262:679-685.
59. Thomsen K, Offenhauser N, Lauritzen M (2004) Principal neuron spiking: neither necessary nor sufficient for cerebral blood flow in rat cerebellum. J Physiol 560:181-189.
60. Thomson DJ (1982) Spectrum estimation and harmonic analysis. Proc IEEE 70:1055-1096.
61. Viswanathan A, Freeman RD (2007) Neurometabolic coupling in cerebral cortex reflects synaptic more than spiking activity. Nat Neurosci 10:1308-1312.
62. Worsley KJ, Friston KJ (1995) Analysis of fMRI time-series revisited- again. Neuroimage 2:173-181.
63. Zappe AC, Uludaǧ K, Oeltermann A, Uǧurbil K, Logothetis NK (2008a) The influence of moderate hypercapnia on neural activity in the anesthetized nonhuman primate. Cereb Cortex 18:2666-2673.
64. Zappe AC, Uludaǧ K, Logothetis NK (2008b) Direct measurement of oxygen extraction with fMRI using6%CO2 inhalation. Magn Reson Imaging 26:961-967.