TY - JOUR
T1 - Coupling between Neuronal Firing Rate, Gamma LFP, and BOLD fMRI Is Related to Interneuronal Correlations
AU - Nir, Yuval
AU - Fisch, Lior
AU - Mukamel, Roy
AU - Gelbard-Sagiv, Hagar
AU - Arieli, Amos
AU - Fried, Itzhak
AU - Malach, Rafael
N1 - Funding Information:
We thank the patients for their cooperation in participating in the study, M. Harel and R. Quian Quiroga for help with spike clustering, A. D. Ekstrom, E. Isham, E. Ho, T. A. Fields, E. Behnke and C. Wilson for technical assistance, E. Vaadia for help with cross-correlation software, and David Heeger, Uri Hasson, and Robert Shapley for helpful discussions and feedback. This study was funded by Israel Science Foundation Center of Excellence, Benozyo Center for Neuronal Degeneration, Moskona Fund, and Dominique Center to R. Malach, US-Israel Binational Science Foundation grant to I. Fried and R. Malach, and a European Molecular Biology Organization long-term fellowship to R. Mukamel.
PY - 2007/8/7
Y1 - 2007/8/7
N2 - Background: To what extent is activity of individual neurons coupled to the local field potential (LFP) and to blood-oxygenation-level dependent (BOLD) functional magnetic resonance imaging (fMRI)? This issue is of high significance for understanding brain function and for relating animal studies to fMRI, yet it is still under debate. Results: Here we report data from simultaneous recordings of isolated unit activity and LFP by using multiple electrodes in the human auditory cortex. We found a wide range of coupling levels between the activity of individual neurons and gamma LFP. However, this large variability could be predominantly explained (r = 0.66) by the degree of firing-rate correlations between neighboring neurons. Importantly, this phenomenon occurred during both sensory stimulation and spontaneous activity. Concerning the coupling of neuronal activity to BOLD fMRI, we found that gamma LFP was well coupled to BOLD measured across different individuals (r = 0.62). By contrast, the coupling of single units to BOLD was highly variable and, again, tightly related to interneuronal-firing-rate correlations (r = 0.70). Conclusions: Our results offer a resolution to a central controversy regarding the coupling between neurons, LFP, and BOLD signals by demonstrating, for the first time, that the coupling of single units to the other measures is variable yet it is tightly related to the degree of interneuronal correlations in the human auditory cortex.
AB - Background: To what extent is activity of individual neurons coupled to the local field potential (LFP) and to blood-oxygenation-level dependent (BOLD) functional magnetic resonance imaging (fMRI)? This issue is of high significance for understanding brain function and for relating animal studies to fMRI, yet it is still under debate. Results: Here we report data from simultaneous recordings of isolated unit activity and LFP by using multiple electrodes in the human auditory cortex. We found a wide range of coupling levels between the activity of individual neurons and gamma LFP. However, this large variability could be predominantly explained (r = 0.66) by the degree of firing-rate correlations between neighboring neurons. Importantly, this phenomenon occurred during both sensory stimulation and spontaneous activity. Concerning the coupling of neuronal activity to BOLD fMRI, we found that gamma LFP was well coupled to BOLD measured across different individuals (r = 0.62). By contrast, the coupling of single units to BOLD was highly variable and, again, tightly related to interneuronal-firing-rate correlations (r = 0.70). Conclusions: Our results offer a resolution to a central controversy regarding the coupling between neurons, LFP, and BOLD signals by demonstrating, for the first time, that the coupling of single units to the other measures is variable yet it is tightly related to the degree of interneuronal correlations in the human auditory cortex.
KW - SYSNEURO
UR - http://www.scopus.com/inward/record.url?scp=34547469446&partnerID=8YFLogxK
U2 - 10.1016/j.cub.2007.06.066
DO - 10.1016/j.cub.2007.06.066
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AN - SCOPUS:34547469446
SN - 0960-9822
VL - 17
SP - 1275
EP - 1285
JO - Current Biology
JF - Current Biology
IS - 15
ER -