Electroencephalogram criticality in cognitive impairment: a monitoring biomarker?

Agogiatou C, Markou N, Poptsi E, Tsolaki M (2020) Is it possible the training of prospective memory to enhance activities of daily living and executive function in people with mild cognitive impairment? A single-blind randomized controlled trial. Acta Sci Med Sci 4(10):102–113. https://doi.org/10.31080/ASMS.2020.04.0747

Article  Google Scholar 

Babiloni C, Del Percio C, Lizio R, Noce G, Lopez S, Soricelli A, Ferri R, Pascarelli MT, Catania V, Nobili F, Arnaldi D, Famà F, Orzi F, Buttinelli C, Giubilei F, Bonanni L, Franciotti R, Onofrj M, Stirpe P et al (2018) Functional cortical source connectivity of resting state electroencephalographic alpha rhythms shows similar abnormalities in patients with mild cognitive impairment due to Alzheimer’s and Parkinson’s diseases. Clin Neurophysiol: off J Int Fed Clin Neurophysiol 129(4):766–782. https://doi.org/10.1016/J.CLINPH.2018.01.009

Article  Google Scholar 

Bashir N, Narejo S, Naz B, Ismail F, Anjum MR, Butt A, Anwar S, Prasad R (2023) A machine learning framework for major depressive disorder (MDD) detection using non-invasive EEG signals. Wireless Pers Commun. https://doi.org/10.1007/S11277-023-10445-W

Article  Google Scholar 

Beggs JM, Timme N (2012) Being critical of criticality in the brain. Front Physiol. https://doi.org/10.3389/FPHYS.2012.00163/ABSTRACT

Article  PubMed  PubMed Central  Google Scholar 

Bonachela JA, Muñoz MA (2009) Self-organization without conservation: true or just apparent scale-invariance? J Stat Mech: Theory Exp. https://doi.org/10.1088/1742-5468/2009/09/p09009

Article  Google Scholar 

Buckner RL (2004) Memory and executive function in aging and ad: multiple factors that cause decline and reserve factors that compensate. Neuron 44(1):195–208. https://doi.org/10.1016/j.neuron.2004.09.006

Article  CAS  PubMed  Google Scholar 

Cassani R, Estarellas M, San-Martin R, Fraga FJ, Falk TH (2018) Systematic review on resting-state EEG for Alzheimer’s disease diagnosis and progression assessment. Dis Markers. https://doi.org/10.1155/2018/5174815

Article  PubMed  PubMed Central  Google Scholar 

Clment F, Belleville S (2010) Compensation and disease severity on the memory-related activations in mild cognitive impairment. Biol Psychiat 68(10):894–902. https://doi.org/10.1016/J.BIOPSYCH.2010.02.004

Article  Google Scholar 

Cocchi L, Gollo LL, Zalesky A, Breakspear M (2017) Criticality in the brain: a synthesis of neurobiology, models and cognition. Prog Neurobiol 158:132–152. https://doi.org/10.1016/J.PNEUROBIO.2017.07.002

Article  PubMed  Google Scholar 

Contoyiannis YF, Diakonos FK (2000) Criticality and intermittency in the order parameter space. Phys Lett A 268(4–6):286–292. https://doi.org/10.1016/S0375-9601(00)00180-8

Article  CAS  Google Scholar 

Contoyiannis YF, Diakonos FK, Malakis A (2002) Intermittent dynamics of critical fluctuations. Phys Rev Lett. https://doi.org/10.1103/PHYSREVLETT.89.035701

Article  PubMed  Google Scholar 

Contoyiannis YF, Diakonos FK, Papaefthimiou C, Theophilidis G (2004) Criticality in the relaxation phase of a spontaneously contracting atria isolated from a frog’s heart. Phys Rev Lett. https://doi.org/10.1103/PHYSREVLETT.93.098101

Article  PubMed  Google Scholar 

Contoyiannis YF, Potirakis SM, Diakonos FK (2020) Wavelet-based detection of scaling behavior in noisy experimental data. Phys Rev E. https://doi.org/10.1103/PHYSREVE.101.052104

Article  PubMed  Google Scholar 

Delbeuck X, Van Der Linden M, Collette F (2003) Alzheimer’s disease as a disconnection syndrome? Neuropsychol Rev 13(2):79–92. https://doi.org/10.1023/A:1023832305702

Article  CAS  PubMed  Google Scholar 

Deprez S, Vandenbulcke M, Peeters R, Emsell L, Amant F, Sunaert S (2013) The functional neuroanatomy of multitasking: combining dual tasking with a short term memory task. Neuropsychologia 51(11):2251–2260. https://doi.org/10.1016/J.NEUROPSYCHOLOGIA.2013.07.024

Article  PubMed  Google Scholar 

Ding H, Wu Z, Zhao L (2020) Whale optimization algorithm based on nonlinear convergence factor and chaotic inertial weight. Concurr Comput: Pract Exp 32(24):e5949. https://doi.org/10.1002/CPE.5949

Article  Google Scholar 

Donoho DL, Johnstone JM (1994) Ideal spatial adaptation by wavelet shrinkage. Biometrika 81(3):425–455. https://doi.org/10.1093/BIOMET/81.3.425

Article  Google Scholar 

Ezaki T, Fonseca dos Reis E, Watanabe T, Sakaki M, Masuda N (2020) Closer to critical resting-state neural dynamics in individuals with higher fluid intelligence. Commun Biol. https://doi.org/10.1038/S42003-020-0774-Y

Article  PubMed  PubMed Central  Google Scholar 

Flores-Sandoval AA, Davila-Pérez P, Buss SS, Donohoe K, O’Connor M, Shafi MM, Pascual-Leone A, Benwell CSY, Fried PJ (2023) Spectral power ratio as a measure of EEG changes in mild cognitive impairment due to Alzheimer’s disease: a case-control study. Neurobiol Aging 130:50–60. https://doi.org/10.1016/J.NEUROBIOLAGING.2023.05.010

Article  PubMed  Google Scholar 

Fonseca LC, Tedrus GMAS, Prandi LR, de Andrade ACA (2011) Quantitative electroencephalography power and coherence measurements in the diagnosis of mild and moderate Alzheimer’s disease. Arq Neuropsiquiatr 69(2B):297–303. https://doi.org/10.1590/S0004-282X2011000300006

Article  PubMed  Google Scholar 

Fosque LJ, Williams-García RV, Beggs JM, Ortiz G (2021) Evidence for quasicritical brain dynamics. Phys Rev Lett. https://doi.org/10.1103/PHYSREVLETT.126.098101

Article  PubMed  Google Scholar 

Gupta A, Ong YS, Feng L (2016) Multifactorial evolution: toward evolutionary multitasking. IEEE Trans Evol Comput 20(3):343–357. https://doi.org/10.1109/TEVC.2015.2458037

Article  Google Scholar 

Gupta V, Kanungo A, Saxena NK, Kumar P, Kumar P (2023) An adaptive optimized schizophrenia electroencephalogram disease prediction framework. Wireless Pers Commun 130(2):1191–1213. https://doi.org/10.1007/S11277-023-10326-2/METRICS

Article  Google Scholar 

Hampstead BM, Mosti CB, Swirsky-Sacchetti T (2014) Cognitively-based methods of enhancing and maintaining functioning in those at risk of Alzheimer’s disease. J Alzheimer’s Dis: JAD 42(Suppl 4):S483–S493. https://doi.org/10.3233/JAD-141476

Article  PubMed  Google Scholar 

Khare SK, Bajaj V (2022) Optimized tunable Q wavelet transform based drowsiness detection from electroencephalogram signals. IRBM 43(1):13–21. https://doi.org/10.1016/J.IRBM.2020.07.005

Article  Google Scholar 

Kopell NJ, Gritton HJ, Whittington MA, Kramer MA (2014) Beyond the connectome: the dynome. Neuron 83(6):1319–1328. https://doi.org/10.1016/J.NEURON.2014.08.016

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kosmidis EK, Contoyiannis YF, Papatheodoropoulos C, Diakonos FK (2018) Traits of criticality in membrane potential fluctuations of pyramidal neurons in the CA1 region of rat hippocampus. Eur J Neurosci 48(6):2343–2353. https://doi.org/10.1111/EJN.14117

Article  PubMed  Google Scholar 

Legenstein R, Maass W (2007) Edge of chaos and prediction of computational performance for neural circuit models. Neural Netw: off J Int Neural Netw Soc 20(3):323–334. https://doi.org/10.1016/J.NEUNET.2007.04.017

Article  Google Scholar 

Liu H, Zhang L, Xi Q, Zhao X, Wang F, Wang X, Men W, Lin Q (2018) Changes in brain lateralization in patients with mild cognitive impairment and Alzheimer’s disease: a resting-state functional magnetic resonance study from Alzheimer’s disease neuroimaging initiative. Front Neurol. https://doi.org/10.3389/FNEUR.2018.00003

Article  PubMed  PubMed Central  Google Scholar 

Mahaman YAR, Embaye KS, Huang F, Li L, Zhu F, Wang JZ, Liu R, Feng J, Wang X (2022) Biomarkers used in Alzheimer’s disease diagnosis, treatment, and prevention. Ageing Res Rev. https://doi.org/10.1016/J.ARR.2021.101544

Article  PubMed  Google Scholar 

Martin T, McDaniel MA, Guynn MJ, Houck JM, Woodruff CC, Bish JP, Moses SN, Kičić D, Tesche CD (2007) Brain regions and their dynamics in prospective memory retrieval: a MEG study. Int J Psychophysiol 64(3):247–258. https://doi.org/10.1016/J.IJPSYCHO.2006.09.010

Article  PubMed  Google Scholar 

Montez T, Poil SS, Jones BF, Manshanden I, Verbunt JPA, Van Dijk BW, Brussaard AB, Van Ooyen A, Stam CJ, Scheltens P, Linkenkaer-Hansen K (2009) Altered temporal correlations in parietal alpha and prefrontal theta oscillations in early-stage Alzheimer disease. Proc Natl Acad Sci USA 106(5):1614–1619. https://doi.org/10.1073/PNAS.0811699106

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