Literature DB >> 24923194

Save the global: global signal connectivity as a tool for studying clinical populations with functional magnetic resonance imaging.

Avital Hahamy1, Vince Calhoun, Godfrey Pearlson, Michal Harel, Nachum Stern, Fanny Attar, Rafael Malach, Roy Salomon.   

Abstract

The global signal is commonly removed from resting-state data, as it was presumed to reflect physiological noise. However, removal of the global signal is now under debate, as this signal may reflect important neuronal components, and its removal may introduce artifacts into the data. Here, we show that the functional connectivity (FC) of the global signal is of functional relevance, as it differentiates between schizophrenia patients and healthy controls during rest. We also demonstrate that other reported findings related to various clinical populations may actually reflect alternations in global signal FC. The evidence of the clinical relevance of the global signal propose its usage as a research tool, and extend previously reported perils of global signal removal in resting-state data of clinical populations.

Entities:  

Keywords:  fMRI; functional connectivity; global signal; neuroimaging; resting state; schizophrenia

Mesh:

Year:  2014        PMID: 24923194      PMCID: PMC4121047          DOI: 10.1089/brain.2014.0244

Source DB:  PubMed          Journal:  Brain Connect        ISSN: 2158-0014


  51 in total

1.  Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data.

Authors:  D Cordes; V M Haughton; K Arfanakis; J D Carew; P A Turski; C H Moritz; M A Quigley; M E Meyerand
Journal:  AJNR Am J Neuroradiol       Date:  2001-08       Impact factor: 3.825

2.  A paradigm shift in functional brain imaging.

Authors:  Marcus E Raichle
Journal:  J Neurosci       Date:  2009-10-14       Impact factor: 6.167

3.  The inferential impact of global signal covariates in functional neuroimaging analyses.

Authors:  G K Aguirre; E Zarahn; M D'Esposito
Journal:  Neuroimage       Date:  1998-10       Impact factor: 6.556

4.  The relationship between BOLD signal and autonomic nervous system functions: implications for processing of "physiological noise".

Authors:  Vittorio Iacovella; Uri Hasson
Journal:  Magn Reson Imaging       Date:  2011-05-02       Impact factor: 2.546

5.  Anticorrelations in resting state networks without global signal regression.

Authors:  Xiaoqian J Chai; Alfonso Nieto Castañón; Dost Ongür; Susan Whitfield-Gabrieli
Journal:  Neuroimage       Date:  2011-08-26       Impact factor: 6.556

6.  Functional dysconnectivity in schizophrenia associated with attentional modulation of motor function.

Authors:  Garry D Honey; Edith Pomarol-Clotet; Philip R Corlett; Rebekah A E Honey; Peter J McKenna; Edward T Bullmore; Paul C Fletcher
Journal:  Brain       Date:  2005-09-23       Impact factor: 13.501

7.  A method for removal of global effects from fMRI time series.

Authors:  Paul M Macey; Katherine E Macey; Rajesh Kumar; Ronald M Harper
Journal:  Neuroimage       Date:  2004-05       Impact factor: 6.556

8.  Reduced frontotemporal functional connectivity in schizophrenia associated with auditory hallucinations.

Authors:  Stephen M Lawrie; Christian Buechel; Heather C Whalley; Christopher D Frith; Karl J Friston; Eve C Johnstone
Journal:  Biol Psychiatry       Date:  2002-06-15       Impact factor: 13.382

9.  Electroconvulsive therapy reduces frontal cortical connectivity in severe depressive disorder.

Authors:  Jennifer S Perrin; Susanne Merz; Daniel M Bennett; James Currie; Douglas J Steele; Ian C Reid; Christian Schwarzbauer
Journal:  Proc Natl Acad Sci U S A       Date:  2012-03-19       Impact factor: 11.205

10.  Relationship of resting brain hyperconnectivity and schizophrenia-like symptoms produced by the NMDA receptor antagonist ketamine in humans.

Authors:  N R Driesen; G McCarthy; Z Bhagwagar; M Bloch; V Calhoun; D C D'Souza; R Gueorguieva; G He; R Ramachandran; R F Suckow; A Anticevic; P T Morgan; J H Krystal
Journal:  Mol Psychiatry       Date:  2013-01-22       Impact factor: 15.992

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  62 in total

1.  Dissociable effects of local inhibitory and excitatory theta-burst stimulation on large-scale brain dynamics.

Authors:  Luca Cocchi; Martin V Sale; Anton Lord; Andrew Zalesky; Michael Breakspear; Jason B Mattingley
Journal:  J Neurophysiol       Date:  2015-02-25       Impact factor: 2.714

Review 2.  Noise and non-neuronal contributions to the BOLD signal: applications to and insights from animal studies.

Authors:  Shella D Keilholz; Wen-Ju Pan; Jacob Billings; Maysam Nezafati; Sadia Shakil
Journal:  Neuroimage       Date:  2016-12-22       Impact factor: 6.556

3.  BRANT: A Versatile and Extendable Resting-State fMRI Toolkit.

Authors:  Kaibin Xu; Yong Liu; Yafeng Zhan; Jiaji Ren; Tianzi Jiang
Journal:  Front Neuroinform       Date:  2018-09-03       Impact factor: 4.081

4.  Influence of More Than 5 Years of Continuous Exposure to Antipsychotics on Cerebral Functional Connectivity of Chronic Schizophrenia.

Authors:  Qi Miao; Chengcheng Pu; Zhijiang Wang; Chao-Gan Yan; Chuan Shi; Qingjiu Cao; Xijin Wang; Zhang Cheng; Xue Han; Lei Yang; Yunyao Lai; Yanbo Yuan; Hong Ma; Keqing Li; Nan Hong; Xin Yu
Journal:  Can J Psychiatry       Date:  2020-02-06       Impact factor: 4.356

5.  The Whole-Brain "Global" Signal from Resting State fMRI as a Potential Biomarker of Quantitative State Changes in Glucose Metabolism.

Authors:  Garth J Thompson; Valentin Riedl; Timo Grimmer; Alexander Drzezga; Peter Herman; Fahmeed Hyder
Journal:  Brain Connect       Date:  2016-05-02

6.  Abnormal Coupling Between Default Mode Network and Delta and Beta Band Brain Electric Activity in Psychotic Patients.

Authors:  Anja Baenninger; Vanessa A Palzes; Brian J Roach; Daniel H Mathalon; Judith M Ford; Thomas Koenig
Journal:  Brain Connect       Date:  2017-01-24

7.  All roads lead to the default-mode network-global source of DMN abnormalities in major depressive disorder.

Authors:  Andrea Scalabrini; Benedetta Vai; Sara Poletti; Stefano Damiani; Clara Mucci; Cristina Colombo; Raffaella Zanardi; Francesco Benedetti; Georg Northoff
Journal:  Neuropsychopharmacology       Date:  2020-08-02       Impact factor: 7.853

8.  Using temporal ICA to selectively remove global noise while preserving global signal in functional MRI data.

Authors:  Matthew F Glasser; Timothy S Coalson; Janine D Bijsterbosch; Samuel J Harrison; Michael P Harms; Alan Anticevic; David C Van Essen; Stephen M Smith
Journal:  Neuroimage       Date:  2018-08-02       Impact factor: 6.556

9.  Sources and implications of whole-brain fMRI signals in humans.

Authors:  Jonathan D Power; Mark Plitt; Timothy O Laumann; Alex Martin
Journal:  Neuroimage       Date:  2016-10-15       Impact factor: 6.556

10.  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

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