Literature DB >> 23395850

Spatiotemporal dependency of age-related changes in brain signal variability.

A R McIntosh1, V Vakorin1, N Kovacevic1, H Wang1, A Diaconescu2, A B Protzner3.   

Abstract

Recent theoretical and empirical work has focused on the variability of network dynamics in maturation. Such variability seems to reflect the spontaneous formation and dissolution of different functional networks. We sought to extend these observations into healthy aging. Two different data sets, one EEG (total n = 48, ages 18-72) and one magnetoencephalography (n = 31, ages 20-75) were analyzed for such spatiotemporal dependency using multiscale entropy (MSE) from regional brain sources. In both data sets, the changes in MSE were timescale dependent, with higher entropy at fine scales and lower at more coarse scales with greater age. The signals were parsed further into local entropy, related to information processed within a regional source, and distributed entropy (information shared between two sources, i.e., functional connectivity). Local entropy increased for most regions, whereas the dominant change in distributed entropy was age-related reductions across hemispheres. These data further the understanding of changes in brain signal variability across the lifespan, suggesting an inverted U-shaped curve, but with an important qualifier. Unlike earlier in maturation, where the changes are more widespread, changes in adulthood show strong spatiotemporal dependence.
© The Authors 2013. Published by Oxford University Press.

Entities:  

Keywords:  electroencephalograpy; functional connectivity; magnetoencephalography; multiscale entropy; nonlinear dynamics

Mesh:

Year:  2013        PMID: 23395850      PMCID: PMC4051893          DOI: 10.1093/cercor/bht030

Source DB:  PubMed          Journal:  Cereb Cortex        ISSN: 1047-3211            Impact factor:   5.357


  61 in total

Review 1.  The frontal aging hypothesis evaluated.

Authors:  P M Greenwood
Journal:  J Int Neuropsychol Soc       Date:  2000-09       Impact factor: 2.892

2.  Multiscale entropy analysis of complex physiologic time series.

Authors:  Madalena Costa; Ary L Goldberger; C-K Peng
Journal:  Phys Rev Lett       Date:  2002-07-19       Impact factor: 9.161

Review 3.  Longitudinal study of callosal microstructure in the normal adult aging brain using quantitative DTI fiber tracking.

Authors:  Edith V Sullivan; Torsten Rohlfing; Adolf Pfefferbaum
Journal:  Dev Neuropsychol       Date:  2010       Impact factor: 2.253

4.  A multivariate analysis of age-related differences in default mode and task-positive networks across multiple cognitive domains.

Authors:  Cheryl L Grady; Andrea B Protzner; Natasa Kovacevic; Stephen C Strother; Babak Afshin-Pour; Magda Wojtowicz; John A E Anderson; Nathan Churchill; Anthony R McIntosh
Journal:  Cereb Cortex       Date:  2009-09-29       Impact factor: 5.357

5.  Atypical EEG complexity in autism spectrum conditions: a multiscale entropy analysis.

Authors:  Ana Catarino; Owen Churches; Simon Baron-Cohen; Alexandre Andrade; Howard Ring
Journal:  Clin Neurophysiol       Date:  2011-06-08       Impact factor: 3.708

6.  Normal aging in the central nervous system: quantitative MR diffusion-tensor analysis.

Authors:  Osamu Abe; Shigeki Aoki; Naoto Hayashi; Haruyasu Yamada; Akira Kunimatsu; Harushi Mori; Takeharu Yoshikawa; Toshiyuki Okubo; Kuni Ohtomo
Journal:  Neurobiol Aging       Date:  2002 May-Jun       Impact factor: 4.673

7.  Spatial filtering and neocortical dynamics: estimates of EEG coherence.

Authors:  R Srinivasan; P L Nunez; R B Silberstein
Journal:  IEEE Trans Biomed Eng       Date:  1998-07       Impact factor: 4.538

8.  Differential vulnerability of anterior white matter in nondemented aging with minimal acceleration in dementia of the Alzheimer type: evidence from diffusion tensor imaging.

Authors:  Denise Head; Randy L Buckner; Joshua S Shimony; Laura E Williams; Erbil Akbudak; Thomas E Conturo; Mark McAvoy; John C Morris; Abraham Z Snyder
Journal:  Cereb Cortex       Date:  2004-04       Impact factor: 5.357

9.  Aging white matter and cognition: differential effects of regional variations in diffusion properties on memory, executive functions, and speed.

Authors:  Kristen M Kennedy; Naftali Raz
Journal:  Neuropsychologia       Date:  2009-01-08       Impact factor: 3.139

10.  Differential maturation of brain signal complexity in the human auditory and visual system.

Authors:  Sarah Lippé; Natasa Kovacevic; Anthony Randal McIntosh
Journal:  Front Hum Neurosci       Date:  2009-11-16       Impact factor: 3.169

View more
  62 in total

1.  Decreased resting-state brain activity complexity in schizophrenia characterized by both increased regularity and randomness.

Authors:  Albert C Yang; Chen-Jee Hong; Yin-Jay Liou; Kai-Lin Huang; Chu-Chung Huang; Mu-En Liu; Men-Tzung Lo; Norden E Huang; Chung-Kang Peng; Ching-Po Lin; Shih-Jen Tsai
Journal:  Hum Brain Mapp       Date:  2015-02-09       Impact factor: 5.038

Review 2.  Understanding variability in the BOLD signal and why it matters for aging.

Authors:  Cheryl L Grady; Douglas D Garrett
Journal:  Brain Imaging Behav       Date:  2014-06       Impact factor: 3.978

3.  Brain network activity in monolingual and bilingual older adults.

Authors:  Cheryl L Grady; Gigi Luk; Fergus I M Craik; Ellen Bialystok
Journal:  Neuropsychologia       Date:  2014-11-08       Impact factor: 3.139

4.  Neural complexity as a potential translational biomarker for psychosis.

Authors:  Brandon Hager; Albert C Yang; Roscoe Brady; Shashwath Meda; Brett Clementz; Godfrey D Pearlson; John A Sweeney; Carol Tamminga; Matcheri Keshavan
Journal:  J Affect Disord       Date:  2016-10-26       Impact factor: 4.839

5.  Changes in EEG multiscale entropy and power-law frequency scaling during the human sleep cycle.

Authors:  Vladimir Miskovic; Kevin J MacDonald; L Jack Rhodes; Kimberly A Cote
Journal:  Hum Brain Mapp       Date:  2018-09-26       Impact factor: 5.038

6.  Dynamic functional connectivity shapes individual differences in associative learning.

Authors:  Zainab Fatima; Natasha Kovacevic; Bratislav Misic; Anthony Randal McIntosh
Journal:  Hum Brain Mapp       Date:  2016-11       Impact factor: 5.038

Review 7.  The role of experience in adolescent cognitive development: Integration of executive, memory, and mesolimbic systems.

Authors:  Vishnu P Murty; Finnegan Calabro; Beatriz Luna
Journal:  Neurosci Biobehav Rev       Date:  2016-07-28       Impact factor: 8.989

8.  Prefrontal Cortex Contributions to the Development of Memory Formation.

Authors:  Lingfei Tang; Andrea T Shafer; Noa Ofen
Journal:  Cereb Cortex       Date:  2018-09-01       Impact factor: 5.357

9.  Individual Cortical Entropy Profile: Test-Retest Reliability, Predictive Power for Cognitive Ability, and Neuroanatomical Foundation.

Authors:  Mianxin Liu; Xinyang Liu; Andrea Hildebrandt; Changsong Zhou
Journal:  Cereb Cortex Commun       Date:  2020-05-07

10.  Standard multiscale entropy reflects neural dynamics at mismatched temporal scales: What's signal irregularity got to do with it?

Authors:  Julian Q Kosciessa; Niels A Kloosterman; Douglas D Garrett
Journal:  PLoS Comput Biol       Date:  2020-05-11       Impact factor: 4.475

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.