Hi Doug,

Thanks for taking a look at the commands!  I appreciate it.

I would like to ask a further question about your concern/s regarding this
approach?

My aim was to have an analytical pipeline in Freesurfer that is analogous
to several studies (using VBM-type of analyses in SPM) where they compared
the relative severity of various pathological processes measured from
different modalities. For reference, see: https://www.ncbi.nlm.nih
.gov/pubmed/24951642 In that study, the authors in that study were trying
to examine whether hypometabolism was relatively more severe compared to
atrophy, and both modalities (PET and T1) were Z-scored relative to
controls, and then compared against each other.

Best Wishes,
Elijah


On Fri, Nov 18, 2016 at 5:24 PM, Elijah Mak <fk...@medschl.cam.ac.uk> wrote:

> Hi Doug,
>
> Thanks for taking a look at the commands!
>
> I would like to ask a further question about your concern/s regarding this 
> approach? My aim was to have an analytical pipeline in Freesurfer that is 
> analogous to several studies (using VBM-type of analyses in SPM) where they 
> compared the relative severity of various pathological processes measured 
> from different modalities.
>
> I have attached a little screenshot for your reference.
>
> For example, the authors in that study were trying to see whether 
> hypometabolism was relatively more severe compared to atrophy, and both 
> modalites (PET and T1) were Z-scored relative to controls, and then compared 
> against each other. Another study that has used a similar technique is here: 
> https://www.ncbi.nlm.nih.gov/pubmed/24951642
>
> Best Wishes,
> Elijah
>
>
>
>
>
>
> Re: [Freesurfer] Comparing z score maps between 2 modalities in a group? 
> <http://www.mail-archive.com/search?l=freesurfer@nmr.mgh.harvard.edu&q=subject:%22Re%5C%3A+%5C%5BFreesurfer%5C%5D+Comparing+z+score+maps+between+2+modalities+in+a+group%5C%3F%22&o=newest>
>
> Douglas N Greve 
> <http://www.mail-archive.com/search?l=freesurfer@nmr.mgh.harvard.edu&q=from:%22Douglas+N+Greve%22>
>  Fri, 18 Nov 2016 08:19:47 -0800 
> <http://www.mail-archive.com/search?l=freesurfer@nmr.mgh.harvard.edu&q=date:20161118>
>
> Those commands look right, though I would do the smoothing before
> computing the standard dev. Also, I don't know whether your overall
> method is valid.
>
> On 11/15/2016 05:48 PM, Elijah Mak wrote:
> > Hi Freesurfer Team,
> >
> > We would like to compare Z-scored surface maps between different
> > modalities (MRI and PET) within a single group. 1 subject = 2 measures.
> >
> > These are my steps so far, using mri_concat and fscalc for the
> > generation of the Z score maps. Differences between Z-score maps are
> > tested using the paired t-test approach as outlined here:
> > https://surfer.nmr.mgh.harvard.edu/fswiki/PairedAnalysis
> >
> > I am not sure if my following steps are correct, so confirmation will
> > be much appreciated, many thanks for your time and help!
> >
> > // Generate mean/sd of healthy controls
> >
> > X
> > mri_concat --f stacks_X_lh_HC_fsaverage --o group_mean_X_hc_lh.mgh  --mean
> > mri_concat --f stacks_X_lh_HC_fsaverage --o group_std_X_hc_lh.mgh  --std
> >
> > Y
> > mri_concat --f stacks__Y_HC_fsaverage --o group_mean_Y_HC_lh.mgh  --mean
> > mri_concat --f stacks_Y_lh_HC_fsaverage --o group_std_Y_HC_lh.mgh  --std
> >
> > QN: Should smoothing be applied here or before?
> >
> > // Derive individual Z-score map for X and Y
> >
> > X
> > for i in `cat list`; do  fscalc $i/surf/lh.X.fsaverage.mgh sub
> > group_mean_X_hc_lh.mgh div group_std_X_hc_lh.mgh --o
> > $i/surf/lh.Z.thickness.fsaverage.mgh; done
> > for i in `cat list; do  fscalc $i/surf/rh.X.fsaverage.mgh sub
> > group_mean_cth_hc_rh.mgh div group_std_X_hc_rh.mgh --o
> > $i/surf/rh.Z.thickness.
> fsaverage.mgh; done
> >
> > Y
> > for i in `cat list`; do  fscalc $i/surf/lh.Y.fsaverage.mgh sub
> > group_mean_X_hc_lh.mgh div group_std_cth_hc_lh.mgh --o
> > $i/surf/lh.Z.fsaverage.mgh; done
> > for i in `cat list; do  fscalc $i/surf/rh.Y.fsaverage.mgh sub
> > group_mean_Y_hc_rh.mgh div group_std_Y_hc_rh.mgh --o
> > $i/surf/rh.Z.fsaverage.mgh; done
> >
> >
> > // Derive paired-difference of Z scores between X and Y
> >
> > mri_concat --f stacks_XminusY_lh --paired-diff --o concat_XminusY_lh.mgh
> > mri_concat --f stacks_XminusY_rh --paired-diff --o concat_XminusY_rh.mgh
> >
> > // Smooth concatenated maps of paired differences
> >
> > mri_surf2surf --s fsaverage --hemi lh --fwhm 4 --sval
> > concat_XminusY_lh.mgh  --tval concat_XminusY_lh_sm4.mgh
> >
> > // Test significance of paired differences within the group
> >
> > mri_glmfit --y concat_XminusY_lh_sm4.mgh --fsgd fsgd_pairediff dods
> > --osgm --surf fsaverage lh --cortex --glmdir
> >
> > I used the --osgm flag as there are no covariates here.
> >
> >
> >
> >
> >
> >
> >
> > _______________________________________________
> > Freesurfer mailing list
> > Freesurfer@nmr.mgh.harvard.edu
> > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/freesurfer
>
> --
> Douglas N. Greve, Ph.D.
> MGH-NMR centergr...@nmr.mgh.harvard.edu
> Phone Number: 617-724-2358
> Fax: 617-726-7422
>
> Bugs: surfer.nmr.mgh.harvard.edu/fswiki/BugReporting
> FileDrop: 
> https://gate.nmr.mgh.harvard.edu/filedrop2www.nmr.mgh.harvard.edu/facility/filedrop/index.html
> Outgoing: ftp://surfer.nmr.mgh.harvard.edu/transfer/outgoing/flat/greve/
>
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