Microstructure
& Connectivity Lab
← All publications

2019 / NMR in Biomedicine / Article

Histologically derived fiber response functions for diffusion MRI vary across white matter fibers—An ex vivo validation study in the squirrel monkey brain

Kurt G. Schilling, Yurui Gao, Iwona Stepniewska, Vaibhav Janve, Bennett A. Landman, Adam W. Anderson

Summary

Histology from three squirrel monkey brains shows that diffusion MRI fiber response functions vary across white matter regions. Choosing a different response function changes reconstructed fiber orientations and can alter tractography accuracy.

Study overview

Spherical deconvolution commonly assumes one fiber response function throughout the brain. This study derives reference functions from three-dimensional histology and matched ex vivo diffusion MRI. The functions differ across regions and from conventional estimates, showing that the choice of response function can affect both fiber orientation distributions and reconstructed pathways.

Main findings

  • Histologically derived response functions varied across white matter regions.
  • Response-function choice changed orientation reconstruction and tractography results.
Histologically derived fiber response functions vary across regions of the same brain.
Kurt G. Schilling et al. (2019), Figure 3. Histologically derived fiber response functions vary across regions of the same brain. Source · Select the figure to view at full size.

Cite this work

Kurt G. Schilling, Yurui Gao, Iwona Stepniewska, Vaibhav Janve, Bennett A. Landman, Adam W. Anderson (2019). Histologically derived fiber response functions for diffusion MRI vary across white matter fibers—An ex vivo validation study in the squirrel monkey brain. NMR in Biomedicine. https://doi.org/10.1002/nbm.4090

This page summarizes the work; consult the original article for the complete methods, results, and qualifications.