Abstract:
:The ability of functional MRI to acquire data from multiple brain areas has spurred developments not only in voxel-by-voxel analyses, but also in multivariate techniques critical to quantifying the interactions between brain areas. As the number of multivariate techniques multiplies, however, few studies in any modality have directly compared different connectivity measures, and fewer still have done so in the context of well-characterized neural systems. To focus specifically on the temporal dimension of interactions between brain regions, we compared Granger causality and coherency (Sun et al., 2004, 2005: Neuroimage 21:647-658, Neuroimage 28:227-237) in a well-studied motor system (1) to gain further insight into the convergent and divergent results expected from each technique, and (2) to investigate the leading and lagging influences between motor areas as subjects performed a motor task in which they produced different learned series of eight button presses. We found that these analyses gave convergent but not identical results: both techniques, for example, suggested an anterior-to-posterior temporal gradient of activity from supplemental motor area through premotor and motor cortices to the posterior parietal cortex, but the techniques were differentially sensitive to the coupling strength between areas. We also found practical reasons that might argue for the use of one technique over another in different experimental situations. Ultimately, the ideal approach to fMRI data analysis is likely to involve a complementary combination of methods, possibly including both Granger causality and coherency.
journal_name
Hum Brain Mappjournal_title
Human brain mappingauthors
Kayser AS,Sun FT,D'Esposito Mdoi
10.1002/hbm.20771subject
Has Abstractpub_date
2009-11-01 00:00:00pages
3475-94issue
11eissn
1065-9471issn
1097-0193journal_volume
30pub_type
杂志文章abstract::Spatial leakage effects are particularly confounding for seed-based investigations of brain networks using source-level electroencephalography (EEG) or magnetoencephalography (MEG). Various methods designed to avoid this issue have been introduced but are limited to particular assumptions about its temporal characteri...
journal_title:Human brain mapping
pub_type: 杂志文章
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doi:10.1002/hbm.24951
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journal_title:Human brain mapping
pub_type: 杂志文章
doi:10.1002/hbm.21512
更新日期:2013-06-01 00:00:00
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journal_title:Human brain mapping
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