Regional homogeneity of resting-state fMRI contributes to both neurovascular and task activation variations

Rui Yuan, Xin Di, Eun H. Kim, Sabrina Barik, Bart Rypma, Bharat B. Biswal

Research output: Contribution to journalArticle

49 Citations (Scopus)

Abstract

The task induced blood oxygenation level dependent signal changes observed using functional magnetic resonance imaging (fMRI) are critically dependent on the relationship between neuronal activity and hemodynamic response. Therefore, understanding the nature of neurovascular coupling is important when interpreting fMRI signal changes evoked via task. In this study, we used regional homogeneity (ReHo), a measure of local synchronization of the BOLD time series, to investigate whether the similarities of one voxel with the surrounding voxels are a property of neurovascular coupling. FMRI scans were obtained from fourteen subjects during bilateral finger tapping (FTAP), digit-symbol substitution (DSST) and periodic breath holding (BH) paradigm. A resting-state scan was also obtained for each of the subjects for 4. min using identical imaging parameters. Inter-voxel correlation analyses were conducted between the resting-state ReHo, resting-state amplitude of low frequency fluctuations (ALFF), BH responses and task activations within the masks related to task activations. There was a reliable mean voxel-wise spatial correlation between ReHo and other neurovascular variables (BH responses and ALFF). We observed a moderate correlation between ReHo and task activations (FTAP: r=0.32; DSST: r=0.22) within the task positive network and a small yet reliable correlation within the default mode network (DSST: r=0.08). Subsequently, a linear regression was used to estimate the contribution of ReHo, ALFF and BH responses to the task activated voxels. The unique contribution of ReHo was minimal. The results suggest that regional synchrony of the BOLD activity is a property that can explain the variance of neurovascular coupling and task activations; but its contribution to task activations can be accounted for by other neurovascular factors such as the ALFF.

Original languageEnglish (US)
Pages (from-to)1492-1500
Number of pages9
JournalMagnetic Resonance Imaging
Volume31
Issue number9
DOIs
StatePublished - Nov 2013

Fingerprint

Breath Holding
Chemical activation
Magnetic Resonance Imaging
Substitution reactions
Fingers
Masks
Oxygenation
Hemodynamics
Linear Models
Linear regression
Time series
Synchronization
Blood
Imaging techniques
Neurovascular Coupling

Keywords

  • BOLD
  • Breath hold
  • FMRI
  • Regional homogeneity
  • Resting-state

ASJC Scopus subject areas

  • Biophysics
  • Radiology Nuclear Medicine and imaging
  • Biomedical Engineering
  • Medicine(all)

Cite this

Regional homogeneity of resting-state fMRI contributes to both neurovascular and task activation variations. / Yuan, Rui; Di, Xin; Kim, Eun H.; Barik, Sabrina; Rypma, Bart; Biswal, Bharat B.

In: Magnetic Resonance Imaging, Vol. 31, No. 9, 11.2013, p. 1492-1500.

Research output: Contribution to journalArticle

Yuan, Rui ; Di, Xin ; Kim, Eun H. ; Barik, Sabrina ; Rypma, Bart ; Biswal, Bharat B. / Regional homogeneity of resting-state fMRI contributes to both neurovascular and task activation variations. In: Magnetic Resonance Imaging. 2013 ; Vol. 31, No. 9. pp. 1492-1500.
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