Summary of what happened:
I have a pCASL perfusion-weighted image and M0 calibration image from a GE scanner that I am trying to calibrate using asl_calib.
The output is nonsensical: the calibrated image, while visually (nearly) identical to the uncalibrated image, has cortical intensities that are over 2000. (the uncalibrated image has cortical intensities that are over 150)
As I am somewhat new to ASL preprocessing, I was curious if one of the community could potentially clarify what might be causing this 10-fold increase in voxel intensity? From what I have read, typical cortical CBF should be under 100 ml per 100 g per minute.
Command used (and if a helper script was used, a link to the helper script or the command generated):
So far, I’ve followed these processing steps:
- N4BiasFieldCorrection on T1w-MPRAGE
- bet with
-R
flag on bias-corrected T1w-MPRAGE - Produce asl2struct matrix using asl_reg
asl_reg -i perfusion.nii -c m0.nii --sbet mprage_bias_brain.nii
- Register T1w-MPRAGE brainmask to ASL space using flirt
flirt -dof 6 -interp nearestneighbour -in mprage_bias_brain_mask.nii -ref perfusion.nii -applyxfm -init struct2asl.mat -out mprage_bias_brain_mask_aslspace.nii
- Perform calibration
asl_calib -c m0.nii -s mprage_bias_brain.nii -t asl2struct.mat -i perfusion.nii --bmask mprage_bias_brain_mask_aslspace.nii --tr 4.888 --te 10.528 -o asl_calib --of asl_calib/calib.nii
Version:
$ asl_calib --version
v4.0.27-dirty Tue Jul 13 02:09:25 2021
Environment (Docker, Singularity, custom installation):
FSL built from AUR
Data formatted according to a validatable standard? Please provide the output of the validator:
Irrelevant.
Relevant log outputs (up to 20 lines):
ASL_CALIB logfile
0
TE: 10.528
Using default tissue reference type (CSF)
Tissue reference : csf
T1r 4.3; T2r 750; T2b 150; Part co-eff: 1.15
FAST called to determine a reference tissue mask
Ventricle selection
Registering structural image to standard space using FLIRT
Registering structural image to standard space using FNIRT
Masking FAST output with standard space derrived ventricle mask
Transforming tissue reference mask into perfusion space
Using bias field from structural image for sensitivity correction
Number of voxels in tissue reference mask: 385
MODE: longtr
cgain is 1
Apply sensitivity image
Signal in reference tissue: 380.274210
Correction factor: .67913801001603551665 (tr=4.888, tsq=0, t1=4.3)
Mz of reference tissue: 559.93657311423509892913
M0: 460.31148756199949178926
Screenshots / relevant information:
Tag-control subtraction and averaging is done at the scanner. We used the ADNI3 GE pCASL sequence. Processing in asl_calib is mainly for QC purposes. We will performing more in-depth processing (i.e. BASIL / aslprep) at a later date