Coupling between neuronal firing rate, gamma LFP, and BOLD fMRI is related to interneuronal correlations

被引:404
作者
Nir, Yuval
Fisch, Lior
Mukamel, Roy
Gelbard-Sagiv, Hagar
Arieli, Amos
Fried, Itzhak
Malach, Rafael
机构
[1] Univ Calif Los Angeles, Ahmanson Lovelace Brain Mapping Ctr, Sch Med, Inst Neuropsychiat, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Semell Inst Neurosci & Human Behavior, Div Neurosurg, Los Angeles, CA 90095 USA
[3] Tel Aviv Univ, Tel Aviv Med Ctr, Sackler Sch Med, Funct Neurosurg Unit, IL-69978 Tel Aviv, Israel
基金
以色列科学基金会;
关键词
D O I
10.1016/j.cub.2007.06.066
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:1275 / 1285
页数:11
相关论文
共 44 条
[1]   QUANTIFICATION, SMOOTHING, AND CONFIDENCE-LIMITS FOR SINGLE-UNITS HISTOGRAMS [J].
ABELES, M .
JOURNAL OF NEUROSCIENCE METHODS, 1982, 5 (04) :317-325
[2]   CORTICAL HIERARCHY REFLECTED IN THE ORGANIZATION OF INTRINSIC CONNECTIONS IN MACAQUE MONKEY VISUAL-CORTEX [J].
AMIR, Y ;
HAREL, M ;
MALACH, R .
JOURNAL OF COMPARATIVE NEUROLOGY, 1993, 334 (01) :19-46
[3]   An energy budget for signaling in the grey matter of the brain [J].
Attwell, D ;
Laughlin, SB .
JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2001, 21 (10) :1133-1145
[4]   COHERENT OSCILLATIONS - A MECHANISM OF FEATURE LINKING IN THE VISUAL-CORTEX - MULTIPLE ELECTRODE AND CORRELATION ANALYSES IN THE CAT [J].
ECKHORN, R ;
BAUER, R ;
JORDAN, W ;
BROSCH, M ;
KRUSE, W ;
MUNK, M ;
REITBOECK, HJ .
BIOLOGICAL CYBERNETICS, 1988, 60 (02) :121-130
[5]   SEPARATING LOCAL FROM GLOBAL EFFECTS IN NEURAL PAIR CORRELOGRAMS [J].
EGGERMONT, JJ ;
SMITH, GM .
NEUROREPORT, 1995, 6 (16) :2121-2124
[6]   Dynamic predictions: Oscillations and synchrony in top-down processing [J].
Engel, AK ;
Fries, P ;
Singer, W .
NATURE REVIEWS NEUROSCIENCE, 2001, 2 (10) :704-716
[7]   OSCILLATORY RESPONSES IN CAT VISUAL-CORTEX EXHIBIT INTER-COLUMNAR SYNCHRONIZATION WHICH REFLECTS GLOBAL STIMULUS PROPERTIES [J].
GRAY, CM ;
KONIG, P ;
ENGEL, AK ;
SINGER, W .
NATURE, 1989, 338 (6213) :334-337
[8]  
Hackett TA, 1998, J COMP NEUROL, V394, P475, DOI 10.1002/(SICI)1096-9861(19980518)394:4<475::AID-CNE6>3.0.CO
[9]  
2-Z
[10]   Inhibitory postsynaptic potentials carry synchronized frequency information in active cortical networks [J].
Hasenstaub, A ;
Shu, YS ;
Haider, B ;
Kraushaar, U ;
Duque, A ;
McCormick, DA .
NEURON, 2005, 47 (03) :423-435