Literature DB >> 31361073

Altered transient brain dynamics in multiple sclerosis: Treatment or pathology?

Jeroen Van Schependom1,2,3, Diego Vidaurre4,5, Lars Costers1, Martin Sjøgård6, Marie B D'hooghe1,3, Miguel D'haeseleer1,3, Vincent Wens6,7, Xavier De Tiège6,7, Serge Goldman6,7, Mark Woolrich4,5, Guy Nagels1,3,8.   

Abstract

Multiple sclerosis (MS) is a demyelinating, neuroinflammatory, and -degenerative disease that affects the brain's neurophysiological functioning through brain atrophy, a reduced conduction velocity and decreased connectivity. Currently, little is known on how MS affects the fast temporal dynamics of activation and deactivation of the different large-scale, ongoing brain networks. In this study, we investigated whether these temporal dynamics are affected in MS patients and whether these changes are induced by the pathology or by the use of benzodiazepines (BZDs), an important symptomatic treatment that aims at reducing insomnia, spasticity and anxiety and reinforces the inhibitory effect of GABA. To this aim, we employed a novel method capable of detecting these fast dynamics in 90 MS patients and 46 healthy controls. We demonstrated a less dynamic frontal default mode network in male MS patients and a reduced activation of the same network in female MS patients, regardless of BZD usage. Additionally, BZDs strongly altered the brain's dynamics by increasing the time spent in the deactivating sensorimotor network and the activating occipital network. Furthermore, BZDs induced a decreased power in the theta band and an increased power in the beta band. The latter was strongly expressed in those states without activation of the sensorimotor network. In summary, we demonstrate gender-dependent changes to the brain dynamics in the frontal DMN and strong effects from BZDs. This study is the first to characterise the effect of multiple sclerosis and BZDs in vivo in a spatially, temporally and spectrally defined way.
© 2019 Wiley Periodicals, Inc.

Entities:  

Keywords:  benzodiazepines; hidden Markov model; multiple sclerosis; transient brain dynamics

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Substances:

Year:  2019        PMID: 31361073      PMCID: PMC6865437          DOI: 10.1002/hbm.24737

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  39 in total

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Journal:  Clin EEG Neurosci       Date:  2014-11-13       Impact factor: 1.843

2.  Altered transient brain dynamics in multiple sclerosis: Treatment or pathology?

Authors:  Jeroen Van Schependom; Diego Vidaurre; Lars Costers; Martin Sjøgård; Marie B D'hooghe; Miguel D'haeseleer; Vincent Wens; Xavier De Tiège; Serge Goldman; Mark Woolrich; Guy Nagels
Journal:  Hum Brain Mapp       Date:  2019-07-30       Impact factor: 5.038

3.  On the human sensorimotor-cortex beta rhythm: sources and modeling.

Authors:  O Jensen; P Goel; N Kopell; M Pohja; R Hari; B Ermentrout
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Authors:  Mark Woolrich; Laurence Hunt; Adrian Groves; Gareth Barnes
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5.  Electroencephalographic coherence analysis in multiple sclerosis: correlation with clinical, neuropsychological, and MRI findings.

Authors:  L Leocani; T Locatelli; V Martinelli; M Rovaris; M Falautano; M Filippi; G Magnani; G Comi
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6.  Topographic EEG changes with benzodiazepine administration in generalized anxiety disorder.

Authors:  M S Buchsbaum; E Hazlett; N Sicotte; M Stein; J Wu; M Zetin
Journal:  Biol Psychiatry       Date:  1985-08       Impact factor: 13.382

7.  Diagnostic criteria for multiple sclerosis: 2010 revisions to the McDonald criteria.

Authors:  Chris H Polman; Stephen C Reingold; Brenda Banwell; Michel Clanet; Jeffrey A Cohen; Massimo Filippi; Kazuo Fujihara; Eva Havrdova; Michael Hutchinson; Ludwig Kappos; Fred D Lublin; Xavier Montalban; Paul O'Connor; Magnhild Sandberg-Wollheim; Alan J Thompson; Emmanuelle Waubant; Brian Weinshenker; Jerry S Wolinsky
Journal:  Ann Neurol       Date:  2011-02       Impact factor: 10.422

8.  Spontaneous cortical activity transiently organises into frequency specific phase-coupling networks.

Authors:  Diego Vidaurre; Laurence T Hunt; Andrew J Quinn; Benjamin A E Hunt; Matthew J Brookes; Anna C Nobre; Mark W Woolrich
Journal:  Nat Commun       Date:  2018-07-30       Impact factor: 14.919

9.  Fast transient networks in spontaneous human brain activity.

Authors:  Adam P Baker; Matthew J Brookes; Iead A Rezek; Stephen M Smith; Timothy Behrens; Penny J Probert Smith; Mark Woolrich
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10.  Fluctuations of spontaneous EEG topographies predict disease state in relapsing-remitting multiple sclerosis.

Authors:  Markus Gschwind; Martin Hardmeier; Dimitri Van De Ville; Miralena I Tomescu; Iris-Katharina Penner; Yvonne Naegelin; Peter Fuhr; Christoph M Michel; Margitta Seeck
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  10 in total

1.  Altered transient brain dynamics in multiple sclerosis: Treatment or pathology?

Authors:  Jeroen Van Schependom; Diego Vidaurre; Lars Costers; Martin Sjøgård; Marie B D'hooghe; Miguel D'haeseleer; Vincent Wens; Xavier De Tiège; Serge Goldman; Mark Woolrich; Guy Nagels
Journal:  Hum Brain Mapp       Date:  2019-07-30       Impact factor: 5.038

2.  Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers.

Authors:  Denis A Engemann; Oleh Kozynets; David Sabbagh; Guillaume Lemaître; Gael Varoquaux; Franziskus Liem; Alexandre Gramfort
Journal:  Elife       Date:  2020-05-19       Impact factor: 8.140

3.  A more unstable resting-state functional network in cognitively declining multiple sclerosis.

Authors:  Tommy A A Broeders; Linda Douw; Anand J C Eijlers; Iris Dekker; Bernard M J Uitdehaag; Frederik Barkhof; Hanneke E Hulst; Christiaan H Vinkers; Jeroen J G Geurts; Menno M Schoonheim
Journal:  Brain Commun       Date:  2022-04-12

4.  Unveiling whole-brain dynamics in normal aging through Hidden Markov Models.

Authors:  Manuela Moretto; Erica Silvestri; Andrea Zangrossi; Maurizio Corbetta; Alessandra Bertoldo
Journal:  Hum Brain Mapp       Date:  2021-11-15       Impact factor: 5.038

5.  Spontaneous transient states of fronto-temporal and default-mode networks altered by suicide attempt in major depressive disorder.

Authors:  Siqi Zhang; Vladimir Litvak; Shui Tian; Zhongpeng Dai; Hao Tang; Xinyi Wang; Zhijian Yao; Qing Lu
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  2022-01-28       Impact factor: 5.760

6.  Brain Volume Loss Can Occur at the Rate of Normal Aging in Patients with Multiple Sclerosis Who Are Free from Disease Activity.

Authors:  Joke Temmerman; Floris Van Der Veken; Sebastiaan Engelborghs; Kaat Guldolf; Guy Nagels; Dirk Smeets; Gert-Jan Allemeersch; Lars Costers; Marie B D'hooghe; Anne-Marie Vanbinst; Jeroen Van Schependom; Maria Bjerke; Miguel D'haeseleer
Journal:  J Clin Med       Date:  2022-01-20       Impact factor: 4.241

7.  Multi-dynamic modelling reveals strongly time-varying resting fMRI correlations.

Authors:  Usama Pervaiz; Diego Vidaurre; Chetan Gohil; Stephen M Smith; Mark W Woolrich
Journal:  Med Image Anal       Date:  2022-01-29       Impact factor: 8.545

8.  Brain age as a surrogate marker for cognitive performance in multiple sclerosis.

Authors:  Stijn Denissen; Denis Alexander Engemann; Alexander De Cock; Lars Costers; Johan Baijot; Jorne Laton; Iris-Katharina Penner; Matthias Grothe; Michael Kirsch; Marie Beatrice D'hooghe; Miguel D'Haeseleer; Dominique Dive; Johan De Mey; Jeroen Van Schependom; Diana Maria Sima; Guy Nagels
Journal:  Eur J Neurol       Date:  2022-07-11       Impact factor: 6.288

9.  Microstates and power envelope hidden Markov modeling probe bursting brain activity at different timescales.

Authors:  N Coquelet; X De Tiège; L Roshchupkina; P Peigneux; S Goldman; M Woolrich; V Wens
Journal:  Neuroimage       Date:  2021-12-22       Impact factor: 6.556

10.  Brain dysconnectivity relates to disability and cognitive impairment in multiple sclerosis.

Authors:  Martin Sjøgård; Vincent Wens; Jeroen Van Schependom; Lars Costers; Marie D'hooghe; Miguel D'haeseleer; Mark Woolrich; Serge Goldman; Guy Nagels; Xavier De Tiège
Journal:  Hum Brain Mapp       Date:  2020-11-26       Impact factor: 5.399

  10 in total

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