Literature DB >> 26477562

Visualizing functional pathways in the human brain using correlation tensors and magnetic resonance imaging.

Zhaohua Ding1, Ran Xu2, Stephen K Bailey3, Tung-Lin Wu4, Victoria L Morgan5, Laurie E Cutting6, Adam W Anderson7, John C Gore8.   

Abstract

Functional magnetic resonance imaging usually detects changes in blood oxygenation level dependent (BOLD) signals from T2*-sensitive acquisitions, and is most effective in detecting activity in brain cortex which is irrigated by rich vasculature to meet high metabolic demands. We recently demonstrated that MRI signals from T2*-sensitive acquisitions in a resting state exhibit structure-specific temporal correlations along white matter tracts. In this report we validate our preliminary findings and introduce spatio-temporal functional correlation tensors to characterize the directional preferences of temporal correlations in MRI signals acquired at rest. The results bear a remarkable similarity to data obtained by diffusion tensor imaging but without any diffusion-encoding gradients. Just as in gray matter, temporal correlations in resting state signals may reflect intrinsic synchronizations of neural activity in white matter. Here we demonstrate that functional correlation tensors are able to visualize long range white matter tracts as well as short range sub-cortical fibers imaged at rest, and that evoked functional activities alter these structures and enhance the visualization of relevant neural circuitry. Furthermore, we explore the biophysical mechanisms underlying these phenomena by comparing pulse sequences, which suggest that white matter signal variations are consistent with hemodynamic (BOLD) changes associated with neural activity. These results suggest new ways to evaluate MRI signal changes within white matter.
Copyright © 2015 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Functional connectivity; Functional correlation tensor; Functional magnetic resonance imaging; Functional pathways

Mesh:

Year:  2015        PMID: 26477562      PMCID: PMC4714593          DOI: 10.1016/j.mri.2015.10.003

Source DB:  PubMed          Journal:  Magn Reson Imaging        ISSN: 0730-725X            Impact factor:   2.546


  31 in total

1.  Statistical artifacts in diffusion tensor MRI (DT-MRI) caused by background noise.

Authors:  P J Basser; S Pajevic
Journal:  Magn Reson Med       Date:  2000-07       Impact factor: 4.668

2.  Compartmental study of T(1) and T(2) in rat brain and trigeminal nerve in vivo.

Authors:  Mark D Does; John C Gore
Journal:  Magn Reson Med       Date:  2002-02       Impact factor: 4.668

3.  Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping.

Authors:  Rainer Goebel; Alard Roebroeck; Dae-Shik Kim; Elia Formisano
Journal:  Magn Reson Imaging       Date:  2003-12       Impact factor: 2.546

Review 4.  Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging.

Authors:  Michael D Fox; Marcus E Raichle
Journal:  Nat Rev Neurosci       Date:  2007-09       Impact factor: 34.870

5.  Dynamic causal modelling.

Authors:  K J Friston; L Harrison; W Penny
Journal:  Neuroimage       Date:  2003-08       Impact factor: 6.556

Review 6.  Resting-state fMRI: a review of methods and clinical applications.

Authors:  M H Lee; C D Smyser; J S Shimony
Journal:  AJNR Am J Neuroradiol       Date:  2012-08-30       Impact factor: 3.825

7.  Microvasculature of the human cerebral white matter: arteries of the deep white matter.

Authors:  Hiroko Nonaka; Michio Akima; Tsutomu Hatori; Tadashi Nagayama; Zean Zhang; Fumie Ihara
Journal:  Neuropathology       Date:  2003-06       Impact factor: 1.906

8.  The oscillating brain: complex and reliable.

Authors:  Xi-Nian Zuo; Adriana Di Martino; Clare Kelly; Zarrar E Shehzad; Dylan G Gee; Donald F Klein; F Xavier Castellanos; Bharat B Biswal; Michael P Milham
Journal:  Neuroimage       Date:  2009-09-24       Impact factor: 6.556

9.  BOLD correlates of trial-by-trial reaction time variability in gray and white matter: a multi-study fMRI analysis.

Authors:  Tal Yarkoni; Deanna M Barch; Jeremy R Gray; Thomas E Conturo; Todd S Braver
Journal:  PLoS One       Date:  2009-01-23       Impact factor: 3.240

10.  Integrating functional and diffusion magnetic resonance imaging for analysis of structure-function relationship in the human language network.

Authors:  Victoria L Morgan; Arabinda Mishra; Allen T Newton; John C Gore; Zhaohua Ding
Journal:  PLoS One       Date:  2009-08-17       Impact factor: 3.240

View more
  35 in total

1.  Exploring the functional connectome in white matter.

Authors:  Jiao Li; Bharat B Biswal; Pan Wang; Xujun Duan; Qian Cui; Huafu Chen; Wei Liao
Journal:  Hum Brain Mapp       Date:  2019-07-05       Impact factor: 5.038

2.  Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification.

Authors:  Xiaobo Chen; Han Zhang; Lichi Zhang; Celina Shen; Seong-Whan Lee; Dinggang Shen
Journal:  Hum Brain Mapp       Date:  2017-06-30       Impact factor: 5.038

3.  Effects of Tissue-Specific Functional Magnetic Resonance Imaging Signal Regression on Resting-State Functional Connectivity.

Authors:  Reinder Vos de Wael; Fahmeed Hyder; Garth J Thompson
Journal:  Brain Connect       Date:  2017-10

4.  Detection of synchronous brain activity in white matter tracts at rest and under functional loading.

Authors:  Zhaohua Ding; Yali Huang; Stephen K Bailey; Yurui Gao; Laurie E Cutting; Baxter P Rogers; Allen T Newton; John C Gore
Journal:  Proc Natl Acad Sci U S A       Date:  2017-12-27       Impact factor: 11.205

5.  Learning-based structurally-guided construction of resting-state functional correlation tensors.

Authors:  Lichi Zhang; Han Zhang; Xiaobo Chen; Qian Wang; Pew-Thian Yap; Dinggang Shen
Journal:  Magn Reson Imaging       Date:  2017-07-17       Impact factor: 2.546

6.  Functional tractography of white matter by high angular resolution functional-correlation imaging (HARFI).

Authors:  Kurt G Schilling; Yurui Gao; Muwei Li; Tung-Lin Wu; Justin Blaber; Bennett A Landman; Adam W Anderson; Zhaohua Ding; John C Gore
Journal:  Magn Reson Med       Date:  2018-09-18       Impact factor: 4.668

7.  Functional MRI and resting state connectivity in white matter - a mini-review.

Authors:  John C Gore; Muwei Li; Yurui Gao; Tung-Lin Wu; Kurt G Schilling; Yali Huang; Arabinda Mishra; Allen T Newton; Baxter P Rogers; Li Min Chen; Adam W Anderson; Zhaohua Ding
Journal:  Magn Reson Imaging       Date:  2019-07-31       Impact factor: 2.546

8.  Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages.

Authors:  Dong Nie; Junfeng Lu; Han Zhang; Ehsan Adeli; Jun Wang; Zhengda Yu; LuYan Liu; Qian Wang; Jinsong Wu; Dinggang Shen
Journal:  Sci Rep       Date:  2019-01-31       Impact factor: 4.379

9.  Voxel-wise detection of functional networks in white matter.

Authors:  Yali Huang; Stephen K Bailey; Peiguang Wang; Laurie E Cutting; John C Gore; Zhaohua Ding
Journal:  Neuroimage       Date:  2018-08-23       Impact factor: 6.556

10.  Effects of anesthesia on resting state BOLD signals in white matter of non-human primates.

Authors:  Tung-Lin Wu; Feng Wang; Adam W Anderson; Li Min Chen; Zhaohua Ding; John C Gore
Journal:  Magn Reson Imaging       Date:  2016-07-20       Impact factor: 2.546

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.