Impact of processing pipelines on biological findings of large scale multicenter DTI studies
Chung-Man Moon1, Amritha Nayak1,2, M. Okan Irfanoglu1, and Carlo Pierpaoli 1
1National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD, United States, 2Henry M. Jackson Foundation for the Advancement of Military Medicine, Rockville, MD, United States
Some diffusion
MRI processing methods introduce significant bias in the results, creating an
apparent lack of inter-site harmonization that disappears using other methods. The
approach chosen for spatial normalization seem to play a key role in quality of population analysis of DTI results.
Figure 1. Mean whole-skeleton FA values obtained in
the controls of three cohorts with the correction method used in the original ENIGMA
processing with eddy_correct, compared with the three methods
we tested: recomputed with eddy_correct, eddy, and TORTOISE. P-values were obtained
from paired-t test analysis.
Table 1. Age of peak at onset decreased whole-brain FA value on trajectory from the original publication
and the TORTOISE DT registration to DT study-specific template in SCZ patients
and controls in each cohort.