Literature DB >> 18703089

Endogenous multifractal brain dynamics are modulated by age, cholinergic blockade and cognitive performance.

John Suckling1, Alle Meije Wink, Frederic A Bernard, Anna Barnes, Edward Bullmore.   

Abstract

The intuitive notion that a healthy organism is characterised by regular, homeostatic function has been challenged by observations that a loss of complexity is, in fact, indicative of ill-health. Monofractals succinctly describe complex processes and are controlled by a single time-invariant scaling exponent, H, simply related to the fractal dimension. Previous analyses of resting fMRI time-series demonstrated that ageing and scopolamine administration were both associated with increases in H and that faster response in a prior encoding task was also associated with increased H. We revisit this experiment with a novel, multifractal approach in which fractal dynamics are assumed to be non-stationary and defined by a spectrum of local singularity exponents. Parameterisation of this spectrum was capable of refracting the effects of age, scopolamine and task performance as well as a refining a description of the associated signal changes. Using the same imaging data, we also explored turbulence as a possible mechanism underlying multifractal dynamics. Evidence is provided that Carstaing's model of turbulent information flow from high to low scales has only limited validity, and that scale invariance of energy dissipation is better explained by critical-phase phenomena, supporting the proposition that the brain maintains a state of self-organised criticality.

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Year:  2008        PMID: 18703089      PMCID: PMC2590659          DOI: 10.1016/j.jneumeth.2008.06.037

Source DB:  PubMed          Journal:  J Neurosci Methods        ISSN: 0165-0270            Impact factor:   2.390


  31 in total

1.  Behavioral-independent features of complex heartbeat dynamics.

Authors:  L A Nunes Amaral; P C Ivanov; N Aoyagi; I Hidaka; S Tomono; A L Goldberger; H E Stanley; Y Yamamoto
Journal:  Phys Rev Lett       Date:  2001-06-25       Impact factor: 9.161

2.  Fractal dynamics in physiology: alterations with disease and aging.

Authors:  Ary L Goldberger; Luis A N Amaral; Jeffrey M Hausdorff; Plamen Ch Ivanov; C-K Peng; H Eugene Stanley
Journal:  Proc Natl Acad Sci U S A       Date:  2002-02-19       Impact factor: 11.205

Review 3.  Wavelets and functional magnetic resonance imaging of the human brain.

Authors:  Ed Bullmore; Jalal Fadili; Voichita Maxim; Levent Sendur; Brandon Whitcher; John Suckling; Michael Brammer; Michael Breakspear
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

4.  Multiscale probability density function analysis: non-Gaussian and scale-invariant fluctuations of healthy human heart rate.

Authors:  Ken Kiyono; Zbigniew R Struzik; Naoko Aoyagi; Yoshiharu Yamamoto
Journal:  IEEE Trans Biomed Eng       Date:  2006-01       Impact factor: 4.538

5.  Multifractal formalism for fractal signals: The structure-function approach versus the wavelet-transform modulus-maxima method.

Authors: 
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1993-02

Review 6.  Central cholinergic systems and cognition.

Authors:  B J Everitt; T W Robbins
Journal:  Annu Rev Psychol       Date:  1997       Impact factor: 24.137

7.  Multifractal analysis of ventricular fibrillation and ventricular tachycardia.

Authors:  Gang Wang; Hai Huang; Hongbo Xie; Zhizhong Wang; Xiao Hu
Journal:  Med Eng Phys       Date:  2006-07-12       Impact factor: 2.242

8.  Carvedilol can restore the multifractal properties of heart beat dynamics in patients with advanced congestive heart failure.

Authors:  Kuan-Ming Chiu; Hsiao-Lung Chan; Shu-Hsun Chu; Tzu-Yu Lin
Journal:  Auton Neurosci       Date:  2006-12-08       Impact factor: 3.145

9.  Age and cholinergic effects on hemodynamics and functional coherence of human hippocampus.

Authors:  Alle Meije Wink; Frédéric Bernard; Raymond Salvador; Ed Bullmore; John Suckling
Journal:  Neurobiol Aging       Date:  2005-09-30       Impact factor: 4.673

10.  Fractional Langevin model of gait variability.

Authors:  Bruce J West; Miroslaw Latka
Journal:  J Neuroeng Rehabil       Date:  2005-08-02       Impact factor: 4.262

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  29 in total

1.  Nonlinear analysis of saccade speed fluctuations during combined action and perception tasks.

Authors:  C Stan; C Astefanoaei; E Pretegiani; L Optican; D Creanga; A Rufa; C P Cristescu
Journal:  J Neurosci Methods       Date:  2014-05-20       Impact factor: 2.390

2.  Partitioning of physiological noise signals in the brain with concurrent near-infrared spectroscopy and fMRI.

Authors:  Yunjie Tong; Kimberly P Lindsey; Blaise deB Frederick
Journal:  J Cereb Blood Flow Metab       Date:  2011-08-03       Impact factor: 6.200

Review 3.  Cholinergic modulation of cognition: insights from human pharmacological functional neuroimaging.

Authors:  Paul Bentley; Jon Driver; Raymond J Dolan
Journal:  Prog Neurobiol       Date:  2011-06-17       Impact factor: 11.685

4.  Fractals in the nervous system: conceptual implications for theoretical neuroscience.

Authors:  Gerhard Werner
Journal:  Front Physiol       Date:  2010-07-06       Impact factor: 4.566

Review 5.  Biomarkers, designs, and interpretations of resting-state fMRI in translational pharmacological research: A review of state-of-the-Art, challenges, and opportunities for studying brain chemistry.

Authors:  Najmeh Khalili-Mahani; Serge A R B Rombouts; Matthias J P van Osch; Eugene P Duff; Felix Carbonell; Lisa D Nickerson; Lino Becerra; Albert Dahan; Alan C Evans; Jean-Paul Soucy; Richard Wise; Alex P Zijdenbos; Joop M van Gerven
Journal:  Hum Brain Mapp       Date:  2017-02-01       Impact factor: 5.038

6.  The informational entropy endowed in cortical oscillations.

Authors:  Arturo Tozzi; James F Peters; Mehmet Niyazi Çankaya
Journal:  Cogn Neurodyn       Date:  2018-06-18       Impact factor: 5.082

7.  Correlating brain blood oxygenation level dependent (BOLD) fractal dimension mapping with magnetic resonance spectroscopy (MRS) in Alzheimer's disease.

Authors:  Mohammed A Warsi; William Molloy; Michael D Noseworthy
Journal:  MAGMA       Date:  2012-03-24       Impact factor: 2.310

Review 8.  Moment-to-moment brain signal variability: a next frontier in human brain mapping?

Authors:  Douglas D Garrett; Gregory R Samanez-Larkin; Stuart W S MacDonald; Ulman Lindenberger; Anthony R McIntosh; Cheryl L Grady
Journal:  Neurosci Biobehav Rev       Date:  2013-03-01       Impact factor: 8.989

9.  On consciousness, resting state fMRI, and neurodynamics.

Authors:  Arvid Lundervold
Journal:  Nonlinear Biomed Phys       Date:  2010-06-03

10.  Broadband criticality of human brain network synchronization.

Authors:  Manfred G Kitzbichler; Marie L Smith; Søren R Christensen; Ed Bullmore
Journal:  PLoS Comput Biol       Date:  2009-03-20       Impact factor: 4.475

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