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.2011 Sep;21(9):2113-21.
doi: 10.1093/cercor/bhq289. Epub 2011 Feb 17.

Seeing touch is correlated with content-specific activity in primary somatosensory cortex

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Seeing touch is correlated with content-specific activity in primary somatosensory cortex

Kaspar Meyer et al. Cereb Cortex.2011 Sep.

Abstract

There is increasing evidence to suggest that primary sensory cortices can become active in the absence of external stimulation in their respective modalities. This occurs, for example, when stimuli processed via one sensory modality imply features characteristic of a different modality; for instance, visual stimuli that imply touch have been observed to activate the primary somatosensory cortex (SI). In the present study, we addressed the question of whether such cross-modal activations are content specific. To this end, we investigated neural activity in the primary somatosensory cortex of subjects who observed human hands engaged in the haptic exploration of different everyday objects. Using multivariate pattern analysis of functional magnetic resonance imaging data, we were able to predict, based exclusively on the activity pattern in SI, which of several objects a subject saw being explored. Along with previous studies that found similar evidence for other modalities, our results suggest that primary sensory cortices represent information relevant for their modality even when this information enters the brain via a different sensory system.

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Figures

Figure 1.
Figure 1.
Group statistical maps illustrating the brain areas that were more activated during the observation of touch-implying video clips than during fixation. Activated areas have a minimumZ score of 2.3 (P < 0.01) and passed a cluster size probability ofP < 0.05.
Figure 2.
Figure 2.
Percent signal change induced by the individual clips within the postcentral gyrus. The gray bars represent the signal changes induced within the entire mask (which was obtained by warping all individual anatomical masks into the standard space and then including those voxels that were present in at least 3 subjects). The black bars represent the signal changes induced in a subregion of the postcentral gyrus mask limited to the voxels that were significantly activated in the overall contrast of touch observation versus fixation, as shown in Figure 1. Error bars represent the standard deviation. PCG: postcentral gyrus.
Figure 3.
Figure 3.
Classifier performance in individual subjects. Each bar represents classifier performance in an individual subject, averaged across all 10 two-way discrimination tasks. Chance performance is 0.5, as indicated by the black line. Error bars represent the standard deviation.
Figure 4.
Figure 4.
Classifier performance on 2-way discrimination tasks. (a) Each bar represents classifier performance on a 2-way discrimination task, averaged across all 8 subjects. Error bars represent the standard deviation. (b) Levels of significance of all 2-way discrimination tasks (2-tailedt-tests,n = 8).
Figure 5.
Figure 5.
Confusion matrix illustrating classifier performance on the 5-way discrimination task. Thex-axis represents the pattern presented to the classifier and they-axis represents the classifier's guess. The classifier produced the correct guess more often than any other guess for all 5 stimuli. It is also obvious that the tennis ball and the light bulb trials were often confused.
Figure 6.
Figure 6.
Group-level sensitivity map, representing the overlap of the 5% most discriminative voxels in individual subjects, after warping the individual subject maps into the standard space (see Materials and Methods). The color code denotes the number of subjects in whom a certain voxel surpassed the threshold criterion. It is obvious that a majority of the most discriminative voxels was located in the right hemisphere, in accordance with the asymmetry in classifier performance. It is also obvious, especially on the axial cuts, that most of these voxels are clustered on the posterior wall of the postcentral gyrus and in the postcentral sulcus, corresponding mainly to BA 2. On the axial cuts, the right hemisphere is displayed on the left side of the image and vice versa.
Figure 7.
Figure 7.
Classifier performance outside the primary somatosensory cortex. The bars represent classifier performance averaged across all subjects and all 2-way discriminations for the target mask in primary somatosensory cortex (gray bar) and for control masks in primary visual cortex, secondary somatosensory cortex, anterior cingulate cortex, middle frontal gyrus, and middle temporal gyrus (black bars). The control masks were adjusted in size to the somatosensory target mask (see Materials and Methods).
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References

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