Literature DB >> 17931889

Combining fMRI and DTI: a framework for exploring the limits of fMRI-guided DTI fiber tracking and for verifying DTI-based fiber tractography results.

P Staempfli1, C Reischauer, T Jaermann, A Valavanis, S Kollias, P Boesiger.   

Abstract

A powerful, non-invasive technique for estimating and visualizing white matter tracts in the human brain in vivo is white matter fiber tractography that uses magnetic resonance diffusion tensor imaging. The success of this method depends strongly on the capability of the applied tracking algorithm and the quality of the underlying data set. However, DTI-based fiber tractography still lacks standardized validation. In the present work, a combined fMRI/DTI study was performed, both to develop a setup for verifying fiber tracking results using fMRI-derived functional connections and to explore the limitations of fMRI based DTI fiber tracking. Therefore, a minor fiber bundle that features several fiber crossings and intersections was examined: The striatum and its connections to the primary motor cortex were examined by using two approaches to derive the somatotopic organization of the striatum. First, an fMRI-based somatotopic map of the striatum was reconstructed, based on fMRI activations that were provoked by unilateral motor tasks. Second, fMRI-guided DTI fiber tracking was performed to generate DTI-based somatotopic maps, using a standard line propagation and an advanced fast marching algorithm. The results show that the fiber connections reconstructed by the advanced fast marching algorithm are in good agreement with known anatomy, and that the DTI-revealed somatotopy is similar to the fMRI somatotopy. Furthermore, the study illustrates that the combination of fMRI with DTI can supply additional information in order to choose reasonable seed regions for generating functionally relevant networks and to validate reconstructed fibers.

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Mesh:

Year:  2007        PMID: 17931889     DOI: 10.1016/j.neuroimage.2007.08.025

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  32 in total

1.  Tract-specific and region of interest analysis of corticospinal tract integrity in subcortical ischemic stroke: reliability and correlation with motor function of affected lower extremity.

Authors:  P-F Tang; Y-H Ko; Z-A Luo; F-C Yeh; S-H A Chen; W-Y I Tseng
Journal:  AJNR Am J Neuroradiol       Date:  2010-01-28       Impact factor: 3.825

2.  Topographic organization of motor fibre tracts in the human brain: findings in multiple locations using magnetic resonance diffusion tensor tractography.

Authors:  Dong-Hoon Lee; Do-Wan Lee; Bong-Soo Han
Journal:  Eur Radiol       Date:  2015-09-24       Impact factor: 5.315

3.  Open Environment for Multimodal Interactive Connectivity Visualization and Analysis.

Authors:  Paul A Taylor; Gang Chen; Robert W Cox; Ziad S Saad
Journal:  Brain Connect       Date:  2015-11-10

4.  FATCAT: (an efficient) Functional and Tractographic Connectivity Analysis Toolbox.

Authors:  Paul A Taylor; Ziad S Saad
Journal:  Brain Connect       Date:  2013

5.  Microstructural organizational patterns in the human corticostriatal system.

Authors:  Timothy D Verstynen; David Badre; Kevin Jarbo; Walter Schneider
Journal:  J Neurophysiol       Date:  2012-02-29       Impact factor: 2.714

6.  Corticospinal tract-sparing intensity-modulated radiotherapy treatment planning.

Authors:  Hiroshi Igaki; Akira Sakumi; Akitake Mukasa; Kuniaki Saito; Akira Kunimatsu; Yoshitaka Masutani; Shunya Hanakita; Kenji Ino; Akihiro Haga; Keiichi Nakagawa; Kuni Ohtomo
Journal:  Rep Pract Oncol Radiother       Date:  2014-07-15

7.  Probing brain connectivity by combined analysis of diffusion MRI tractography and electrocorticography.

Authors:  Kathrin Tertel; Nitin Tandon; Timothy M Ellmore
Journal:  Comput Biol Med       Date:  2010-12-03       Impact factor: 4.589

8.  Correlation between diffusion tensor imaging parameters and clinical assessments in patients with cervical spondylotic myelopathy with and without high signal intensity.

Authors:  Y Liu; C Kong; L Cui; X Yuan; P Zhao; Y Zhang; Y Guan; X Chen
Journal:  Spinal Cord       Date:  2017-09-05       Impact factor: 2.772

Review 9.  Advances in functional neuroanatomy: a review of combined DTI and fMRI studies in healthy younger and older adults.

Authors:  Ilana J Bennett; Bart Rypma
Journal:  Neurosci Biobehav Rev       Date:  2013-04-26       Impact factor: 8.989

10.  Reward networks in the brain as captured by connectivity measures.

Authors:  Estela Camara; Antoni Rodriguez-Fornells; Zheng Ye; Thomas F Münte
Journal:  Front Neurosci       Date:  2009-12-15       Impact factor: 4.677

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