Analysis of the neuronal selectivity underlying low fMRI signals

被引:87
作者
Avidan, G
Hasson, U
Hendler, T
Zohary, E
Malach, R [1 ]
机构
[1] Weizmann Inst Sci, Dept Neurobiol, IL-76100 Rehovot, Israel
[2] Hebrew Univ Jerusalem, Dept Neurobiol, IL-91904 Jerusalem, Israel
[3] Hebrew Univ Jerusalem, Interdisciplinary Ctr Neural Computat, IL-91904 Jerusalem, Israel
[4] Sourasky Med Ctr, Whol Inst Adv Imaging, Dept Imaging, IL-64239 Tel Aviv, Israel
[5] Tel Aviv Univ, Fac Med, IL-69978 Tel Aviv, Israel
关键词
D O I
10.1016/S0960-9822(02)00872-2
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: A prevailing assumption in neuroimaging studies is that relatively low fMRI signals are due to weak neuronal activation, and, therefore, they are commonly ignored. However, lower fMRI signals may also result from intense activation by highly selective, albeit small, subsets of neurons in the imaged voxel. We report on an approach that could form a basis for resolving this ambiguity imposed by the low (mm range) spatial resolution of fMRI. Our approach employs fMR-adaptation as an indicator for highly active neuronal populations even when the measured fMRI signal is low. Results: In this study, we first showed that fMRI-adaptation is diminished when overall neuronal activity is lowered substantially by reducing image contrast. We then applied the same adaptation paradigm, but this time we lowered the fMRI signal by changing object shape. While the overall fMRI signal in category-related regions such as the face-related pFs was drastically reduced for non-face stimuli, the adaptation level obtained for these stimuli remained high. We hypothesize that the relatively greater adaptation level following exposure to "nonoptimal" object shapes is indicative of small subsets of neurons responding vigorously to these "nonoptimal" objects even when the overall fMRI activity is low. Conclusions: Our results show that fMR-adaptation can be used to differentiate between neuronal activation patterns that appear similar in the overall fMRI signal. The results suggest that it may be possible to employ fMR-adaptation to reveal functionally heterogeneous islands of activity, which are too small to image using conventional imaging methods.
引用
收藏
页码:964 / 972
页数:9
相关论文
共 28 条
[21]   Center-periphery organization of human object areas [J].
Levy, I ;
Hasson, U ;
Avidan, G ;
Hendler, T ;
Malach, R .
NATURE NEUROSCIENCE, 2001, 4 (05) :533-539
[22]   THE REPRESENTATION OF STIMULUS-FAMILIARITY IN ANTERIOR INFERIOR TEMPORAL CORTEX [J].
LI, L ;
MILLER, EK ;
DESIMONE, R .
JOURNAL OF NEUROPHYSIOLOGY, 1993, 69 (06) :1918-1929
[23]   What is special about face recognition? Nineteen experiments on a person with visual object agnosia and dyslexia but normal face recognition [J].
Moscovitch, M ;
Winocur, G ;
Behrmann, M .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1997, 9 (05) :555-604
[24]   An approach to probe some neural systems interaction by functional MRI at neural time scale down to milliseconds [J].
Ogawa, S ;
Lee, TM ;
Stepnoski, R ;
Chen, W ;
Zhuo, XH ;
Ugurbil, K .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) :11026-11031
[25]  
Puce A, 1996, J NEUROSCI, V16, P5205
[26]   Attention increases sensitivity of V4 neurons [J].
Reynolds, JH ;
Pasternak, T ;
Desimone, R .
NEURON, 2000, 26 (03) :703-714
[27]  
ROLLS ET, 1986, EXP BRAIN RES, V65, P38
[28]  
Talairach G., 1988, Planar Stereotaxic Atlas of the Human Brain