Literature DB >> 22446491

One-year test-retest reliability of intrinsic connectivity network fMRI in older adults.

Christine C Guo1, Florian Kurth, Juan Zhou, Emeran A Mayer, Simon B Eickhoff, Joel H Kramer, William W Seeley.   

Abstract

"Resting-state" or task-free fMRI can assess intrinsic connectivity network (ICN) integrity in health and disease, suggesting a potential for use of these methods as disease-monitoring biomarkers. Numerous analytical options are available, including model-driven ROI-based correlation analysis and model-free, independent component analysis (ICA). High test-retest reliability will be a necessary feature of a successful ICN biomarker, yet available reliability data remains limited. Here, we examined ICN fMRI test-retest reliability in 24 healthy older subjects scanned roughly one year apart. We focused on the salience network, a disease-relevant ICN not previously subjected to reliability analysis, as well as the default mode network. Most ICN analytical methods proved reliable (intraclass coefficients>0.4) and were further improved by wavelet analysis. Seed-based ROI correlation analysis showed high scan-wise reliability, whereas graph theoretical analysis and temporal concatenation group ICA proved most reliable at the individual unit-wise level (voxels, ROIs). Including global signal regression in ROI-based correlation analyses reduced reliability. Our study provides a direct comparison between the most commonly used ICN fMRI methods and potential guidelines for measuring intrinsic connectivity in aging control and patient populations over time. Published by Elsevier Inc.

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Year:  2012        PMID: 22446491      PMCID: PMC4226138          DOI: 10.1016/j.neuroimage.2012.03.027

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


  43 in total

1.  Negative edges and soft thresholding in complex network analysis of resting state functional connectivity data.

Authors:  Adam J Schwarz; John McGonigle
Journal:  Neuroimage       Date:  2010-12-29       Impact factor: 6.556

2.  Fractional Gaussian noise, functional MRI and Alzheimer's disease.

Authors:  Voichiţa Maxim; Levent Sendur; Jalal Fadili; John Suckling; Rebecca Gould; Rob Howard; Ed Bullmore
Journal:  Neuroimage       Date:  2005-01-21       Impact factor: 6.556

3.  Coherent spontaneous activity identifies a hippocampal-parietal memory network.

Authors:  Justin L Vincent; Abraham Z Snyder; Michael D Fox; Benjamin J Shannon; Jessica R Andrews; Marcus E Raichle; Randy L Buckner
Journal:  J Neurophysiol       Date:  2006-08-09       Impact factor: 2.714

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.  Changes of resting state brain networks in amyotrophic lateral sclerosis.

Authors:  Bahram Mohammadi; Katja Kollewe; Amir Samii; Klaus Krampfl; Reinhard Dengler; Thomas F Münte
Journal:  Exp Neurol       Date:  2009-02-12       Impact factor: 5.330

6.  A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks.

Authors:  Devarajan Sridharan; Daniel J Levitin; Vinod Menon
Journal:  Proc Natl Acad Sci U S A       Date:  2008-08-22       Impact factor: 11.205

7.  Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain.

Authors:  M P van den Heuvel; C J Stam; M Boersma; H E Hulshoff Pol
Journal:  Neuroimage       Date:  2008-08-22       Impact factor: 6.556

8.  Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations.

Authors:  M J Lowe; B J Mock; J A Sorenson
Journal:  Neuroimage       Date:  1998-02       Impact factor: 6.556

9.  Reliable intrinsic connectivity networks: test-retest evaluation using ICA and dual regression approach.

Authors:  Xi-Nian Zuo; Clare Kelly; Jonathan S Adelstein; Donald F Klein; F Xavier Castellanos; Michael P Milham
Journal:  Neuroimage       Date:  2009-11-05       Impact factor: 6.556

10.  Resting network plasticity following brain injury.

Authors:  Toru Nakamura; Frank G Hillary; Bharat B Biswal
Journal:  PLoS One       Date:  2009-12-14       Impact factor: 3.240

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  118 in total

1.  High-Resolution Functional Connectivity Density: Hub Locations, Sensitivity, Specificity, Reproducibility, and Reliability.

Authors:  Dardo Tomasi; Ehsan Shokri-Kojori; Nora D Volkow
Journal:  Cereb Cortex       Date:  2015-07-28       Impact factor: 5.357

2.  Data-Driven and Predefined ROI-Based Quantification of Long-Term Resting-State fMRI Reproducibility.

Authors:  Xiaomu Song; Lawrence P Panych; Nan-Kuei Chen
Journal:  Brain Connect       Date:  2015-11-18

3.  Template based rotation: a method for functional connectivity analysis with a priori templates.

Authors:  Aaron P Schultz; Jasmeer P Chhatwal; Willem Huijbers; Trey Hedden; Koene R A van Dijk; Donald G McLaren; Andrew M Ward; Sarah Wigman; Reisa A Sperling
Journal:  Neuroimage       Date:  2014-08-21       Impact factor: 6.556

4.  The anterior insula shows heightened interictal intrinsic connectivity in migraine without aura.

Authors:  Amy R Tso; Andrew Trujillo; Christine C Guo; Peter J Goadsby; William W Seeley
Journal:  Neurology       Date:  2015-02-06       Impact factor: 9.910

5.  Reliability measures of functional magnetic resonance imaging in a longitudinal evaluation of mild cognitive impairment.

Authors:  Theodore P Zanto; Judy Pa; Adam Gazzaley
Journal:  Neuroimage       Date:  2013-09-07       Impact factor: 6.556

6.  Intraclass correlation: Improved modeling approaches and applications for neuroimaging.

Authors:  Gang Chen; Paul A Taylor; Simone P Haller; Katharina Kircanski; Joel Stoddard; Daniel S Pine; Ellen Leibenluft; Melissa A Brotman; Robert W Cox
Journal:  Hum Brain Mapp       Date:  2017-12-07       Impact factor: 5.038

7.  Alterations in knee sensorimotor brain functional connectivity contributes to ACL injury in male high-school football players: a prospective neuroimaging analysis.

Authors:  Jed A Diekfuss; Dustin R Grooms; Katharine S Nissen; Daniel K Schneider; Kim D Barber Foss; Staci Thomas; Scott Bonnette; Jonathan A Dudley; Weihong Yuan; Danielle L Reddington; Jonathan D Ellis; James Leach; Michael Gordon; Craig Lindsey; Ken Rushford; Carlee Shafer; Gregory D Myer
Journal:  Braz J Phys Ther       Date:  2019-07-17       Impact factor: 3.377

8.  A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics.

Authors:  Chao-Gan Yan; Brian Cheung; Clare Kelly; Stan Colcombe; R Cameron Craddock; Adriana Di Martino; Qingyang Li; Xi-Nian Zuo; F Xavier Castellanos; Michael P Milham
Journal:  Neuroimage       Date:  2013-03-15       Impact factor: 6.556

9.  Variability of Resting-State Functional MRI Graph Theory Metrics across 3T Platforms.

Authors:  Ranliang Hu; Deqiang Qiu; Ying Guo; Yujie Zhao; Christopher Leatherday; Junjie Wu; Jason W Allen
Journal:  J Neuroimaging       Date:  2019-01-31       Impact factor: 2.486

10.  Intrinsic connectivity network disruption in progressive supranuclear palsy.

Authors:  Raquel C Gardner; Adam L Boxer; Andrew Trujillo; Jacob B Mirsky; Christine C Guo; Efstathios D Gennatas; Hilary W Heuer; Eric Fine; Juan Zhou; Joel H Kramer; Bruce L Miller; William W Seeley
Journal:  Ann Neurol       Date:  2013-03-27       Impact factor: 10.422

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