Functional connectivity density mapping: comparing multiband and conventional EPI protocols

Alexander D. Cohen, Dardo Tomasi, Ehsan Shokri-Kojori, Andrew S. Nencka, Yang Wang

Research output: Contribution to journalArticle

5 Citations (Scopus)

Abstract

Functional connectivity density mapping (FCDM) is a newly developed data-driven technique that quantifies the number of local and global functional connections for each voxel in the brain. In this study, we evaluated reproducibility, sensitivity, and specificity of both local functional connectivity density (lFCD) and global functional connectivity density (gFCD). We compared these metrics using the human connectome project (HCP) compatible high-resolution (2 mm isotropic, TR = 0.8 s) multiband (MB), and more typical, lower resolution (3.5 mm isotropic, TR = 2.0 s) single-band (SB) resting state functional MRI (rs-fMRI) acquisitions. Furthermore, in order to be more clinically feasible, only rs-fMRI scans that lasted seven minutes were tested. Subjects were scanned twice within a two-week span. We found sensitivity and specificity increased and reproducibility either increased or did not change for the MB compared to the SB acquisitions. The MB scans also showed improved gray matter/white matter contrast compared to the SB scans. The lFCD and gFCD patterns were similar across MB and SB scans and confined predominantly to gray matter. We also observed a strong spatial correlation of FCD between MB and SB scans indicating the two acquisitions provide similar information. These findings indicate high-resolution MB acquisitions improve the quality of FCD data, and seven minute rs-fMRI scan can provide robust FCD measurements.

Original languageEnglish (US)
Pages (from-to)1-12
Number of pages12
JournalBrain Imaging and Behavior
DOIs
StateAccepted/In press - Jul 4 2017
Externally publishedYes

Fingerprint

Magnetic Resonance Imaging
Connectome
Sensitivity and Specificity
ICE protocol 1
Brain
Gray Matter

Keywords

  • Functional connectivity
  • Functional connectivity density
  • Functional MRI
  • Multiband
  • Resting-state
  • Single band

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging
  • Neurology
  • Cognitive Neuroscience
  • Clinical Neurology
  • Cellular and Molecular Neuroscience
  • Psychiatry and Mental health
  • Behavioral Neuroscience

Cite this

Functional connectivity density mapping : comparing multiband and conventional EPI protocols. / Cohen, Alexander D.; Tomasi, Dardo; Shokri-Kojori, Ehsan; Nencka, Andrew S.; Wang, Yang.

In: Brain Imaging and Behavior, 04.07.2017, p. 1-12.

Research output: Contribution to journalArticle

Cohen, Alexander D. ; Tomasi, Dardo ; Shokri-Kojori, Ehsan ; Nencka, Andrew S. ; Wang, Yang. / Functional connectivity density mapping : comparing multiband and conventional EPI protocols. In: Brain Imaging and Behavior. 2017 ; pp. 1-12.
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