Hi Doug,
We've been running a regression analysis on our subjects, and the
results are quite puzzling as they don't seem to sync up with the
individual pieces of the regression. The data is taken from the
Sternberg memory paradigm, with subjects memorizing groups of 1, 3, 5
and 7 letters. We have looked at imaging data of 1vFix, 3vFix, 5vFix,
7vFix, and then our regression analysis, in theory, we should see
areas of significant linear pattern when moving from the activation
between 1, 3, 5, and 7 letters. However, in our latest analyses, the
regression maps have not been complimenting some of the individual
subjects' 1,3,etc vs Fix data. In the attached PDF, there are 2
subjects with their 1vFix, 3vFix, etc maps shown, as well as the
regression map in the middle, and as you can see, particularly for
the 2nd subject, the regression map just doesn't make sense
considering the maps from which it was derived.
The third sheet of the excel file plots the ROI values generated from
the regression analysis against a calculated slope derived from the
funcroi values from 1, 3, 5, and 7 vs Fix. The two outliers in the
top left are the subjects we further analyzed in the attached
powerpoint (which includes ROI derived values).
Another strange occurance is that when making regression maps for
sub-groups of approx. 8 subjects, the maps don't seems to match up
well with the numbers, but the regression map of all of our subjects
together looks great, yet the average ROI derived value is quite low.
We've been searching for a few days for a "stupid mistake" that could
have caused this, but nothing is popping out. I'm attached the
analysis info for the regression analysis as well as an example
paradigm file for that analysis (slopepar). We just are not sure why
the regression maps and individual subject ROI values are so low
consider the rather strong regression effect implied from simply
eyeballing the data. I understand that the maps may not always be as
strong as anticipated, but they should certainly not show dark
negative blue when the pattern is positive.
Examples of group commands:
isxconcat-sess -sf
/cluster/roffman/users/Stable5_PerRun/Subject_Files/9_ActiveFolate_Post_5T
-d /cluster/roffman/users/Stable5_PerRun -analysis
SIRP_LoadRegression_Stable5 -c Cond2vFix -o
/cluster/roffman/users/Stable5_PerRun/August_2011/9_ActiveFolate_Post_5T_TEST
"mri_glmfit --y
/cluster/roffman/users/Stable5_PerRun/August_2011/9_ActiveFolate_Post_5T_TEST/SIRP_LoadRegression_Stable5/Cond2vFix/lh.ces.nii
--fsgd /cluster/roffman/users/fsgd/9_ActiveFolate_Post_5T.fsgd --osgm
--glmdir
/cluster/roffman/users/Stable5_PerRun/August_2011/9_ActiveFolate_Post_5T_TEST/SIRP_LoadRegression_Stable5/osgm/LH2vFix
--surf fsaverage lh --fwhm 4.6
Adam Nitenson, B.S.
Brain Genomics Lab
Massachusetts General Hospital
nitenson(a)nmr.mgh.harvard.edu
Phone: 617-643-3215