medigraphic.com
SPANISH

Revista Cubana de Neurología y Neurocirugía

ISSN 2225-4676 (Electronic)
  • Contents
  • View Archive
  • Information
    • General Information        
    • Directory
  • Publish
    • Instructions for authors        
  • medigraphic.com
    • Home
    • Journals index            
    • Register / Login
  • Mi perfil

2022, Number 1

Next >>

Rev Cubana Neurol Neurocir 2022; 12 (1)

Electroencephalogram-Derived Functional Connectivity in Parkinson´s Disease without Dementia

Berrillo BS, Morales CLM, Pedroso II, Peláez SAA, Sánchez CA, Alfonso AM
Full text How to cite this article

Language: Spanish
References: 36
Page: 1-20
PDF size: 467.68 Kb.


Key words:

functional connectivity, dementia, electroencephalogram, Parkinson´s disease, Graphic Schema Theory.

ABSTRACT

Introduction: Parkinson's disease is a common neurodegenerative disease characterized by a set of motor and non-motor symptoms that affect the lives of patients.
Objective: To assess resting-state electroencephalogram-derived functional connectivity and network topological properties in patients with Parkinson's disease without dementia.
Methods: Cross-sectional study of cases and controls in 26 patients diagnosed with Parkinson's disease without dementia and 26 healthy subjects. The electroencephalogram was obtained while awake. Functional connectivity was calculated based on the spatial synchronization matrix between the electrodes. For the quantification of graph theory, the parameters clustering coefficient, mean path length, local and global efficiency were evaluated.
Results: Patients with Parkinson's disease showed increased synchronization for beta frequency and decreased synchronization for alpha, theta, and delta frequencies compared to healthy subjects (permutation test p<0.05). In the topological properties of the network, the local efficiency and beta, theta, and delta mean path length, as well as the alpha, beta, theta, and delta clustering coefficient were lower in Parkinson's disease patients compared to healthy subjects (test independent samples p<0.05).
Conclusions: Alterations in functional connectivity and patterns described in graph theory for all frequency bands of the electroencephalogram in patients with Parkinson's disease without dementia show a de-structuring of the functional network towards a more random one, therefore, it is thought that from very early stages of the disease, there are already alterations in functional brain networks.


REFERENCES

  1. Zhan WZ, Lin-ZL, Yu HE, Xin WJ, Lin L, Lin LH. Abnormal resting-state functionalconnectivity in posterior cingulate cortex of Parkinson´s disease with mild cognitive impairmentand dementia. CNS Neurosci Ther. 2018:1-9. DOI:10.1111/cns.12838

  2. Tabernero ME, Musich F, Cossini FC, Politis DG. Cognición social en demencia asociada a laenfermedad de Parkinson y en demencia frontotemporal variante conductual. Rev Neurol.2017;65:539-45. DOI: https://doi.org/10.33588/rn.6512.2017126

  3. Ansari M, Moradi SA, Sherbaf FG, Hedayatnia A, Aarabi MH. Comparison of structuralconnectivity in Parkinson´s disease with depressive symtoms versus non-depressed: a diffusionMRI connectometry study. Internat Psychogeriatr Ass. 2018:1-8. DOI:https://doi.org/10.1017/S1041610218000170

  4. Akram H, Chengyuan W, Hyam J, Foltynie T, Limousin P, Vita ED. L-Dopa Responsivenessis Associated with Distinctive Connectivity Patterns in Advanced Parkinson´s Disease. MovementDis. 2017:1-10. DOI: 10.1002/mds.27017

  5. Babiloni C, Percio C, Lizio R, Noce G, Lopez S. Levodopa may afect cortical excitability inParkinson’s disease patients with cognitive deficits as revealed by reduced activity of corticalsources of resting state electroencephalographic rhythms. Neurobiol Aging. 2019;73:9-20. DOI:10.1016/j.neurobiolaging.2018.08.010

  6. Singh A. Oscillatory activity in the cortico-basal ganglia-thalamic neural circuits in Parkinson’sdisease. Eur J Neurosci. 2018:1-10. DOI: 10.1111/ejn.13853

  7. Salazar Tortolero G, Espanol G, Estevez M, Rey A. EEG Findings in Diffuse Lewy BodyDisease and Parkinson´S Disease with Dementia. Brain Dis Ther. 2015;4:1. DOI: 10.4172/2168-975X.1000156

  8. Hassan M, Chaton L, Benquet P, Delval A, Leroy C, Plomhause L, et al. Functional connectivitydisruptions correlate with cognitive phenotypes in Parkinson's disease. NeuroImage Clin.2017;14:591-601. DOI: http://dx.doi.org/10.1016/j.nicl.2017.03.002

  9. Engels VA, McCoy B, Scherder E, Douw L. Dynamic Functional Connectivity and Symptomsof Parkinson’s Disease: A Resting-State fMRI Study. Front Aging Neurosci. 2018;10:388. DOI:

  10. 10.3389/fnagi.2018.0038810. Maestú Unturbe F, Pereda de Pablo E, Pozo Guerrero F. Conectividad Funcional y Anatómicaen el Cerebro Humano. España Elsevier; 2015.

  11. Steiger BK, Muller AM, Spirig E, Toller G, Jokeit H. Mesial temporal lobe epilepsy diminishesfunctional connectivity during emotion perception. Epilepsy Rev. 2017;134:33-40. DOI: http://dx.doi.org/10.1016/j.eplepsyres.2017.05.004

  12. Martina Bocková IR. Impairment of brain functions in Parkinson’s disease reflected byalterations in neural connectivity in EEG studies: A viewpoint. Clin Neurophysiol. 2019;130:239-47. DOI: https://doi.org/10.1016/j.clinph.2018.11.013

  13. Babiloni DPC, Lizio R, Noce G, Lopez S, Soricelli A. Functional cortical source connectivityof resting state electroencephalographic alpha rhythms shows similar abnormalities in patientswith mild cognitive impairment due to Alzheimer’s and Parkinson’s diseases. Clin Neurophysiol.2018;129(4):766-82. DOI: https://doi.org/10.1016/j.clinph.2018.01.009

  14. Utianski RL, Cviness JN,JN, van Straaten EC, Beach TG, Dugger B, et al. Graph theorynetwork function in Parkinson's disease assessed with electroencephalography. Clin Neurophysiol.2016;12785:2228-36. DOI: 10.1016/j.clinph.2016.02.017

  15. Peláez Suárez AA, Berrillo Batista S, Pedroso Ibáñez I, Casabona Fernández E, FuentesCampos M, Chacón LM. EEG-Derived Functional Connectivity Patterns Associated with MildCognitive Impairment in Parkinson’s Disease. Behav Sci. 2021;11:40. DOI:https://doi.org/10.3390/bs11030040

  16. Gibb W, Lees A. The relevance of the Lewy body to the pathogenesis of idiopathic Parkinson'sdisease. J Neurol Neurosurg Psychiatr. 1988;51(6):745-52.

  17. Villeneuve S, Rodrigues-Brazete J, Joncas S, Postuma RB, Latreille V, Gagnon JF. Validityof the Mattis Dementia Rating Scale to detect mild cognitive impairment in Parkinson’s disease and REM sleep behavior disorder. Dement Geriatr Cogn Disord. 2011;31(3):210-7. DOI:10.1159/000326212

  18. Litvan I, Goldman JG, Tröster AI, Schmand BA, Weintraub D, Petersen RC. Diagnosticcriteria for mild cognitive impairment in Parkinson's disease: Movement Disorder Society TaskForce guidelines. Movement dis. 2012;27(3):349-56.

  19. Stam CJ, Dijk BW van. Synchronization likelihood: an unbiased measure of generalizedsynchronization in multivariate data sets. Phys Dis. 2002;163:236-41.

  20. Bartolomei F, Lagarde S, Wendling F, Mcgonigal A, Jirsa V, Guye M, et al. Definingepileptogenic networks: Contribution of SEEG and signal analysis. Epilepsia. 2017;1-17. DOI:10.1111/epi.13791

  21. Castillo JA, Suarez OY, Carmona HB. Análisis electroencefalográfico de la conectividadfuncional en habituación por teoría de gráficas. Rev Mexicana Ingenier Bioméd. 2016;37(3):181-200. DOI: https://doi.org/10.17488/rmib.37.3.3

  22. Morales Chacón LM, Galan Garcia L, Berrillo Batista S, González González J, SánchezCoroneaux A. Functional Connectivity Derived from Electroencephalogram in PharmacoresistantEpileptic Encephalopathy Using Cannabidiol as Adjunctive Antiepileptic Therapy. Front BehavNeurosci. 2021;15:604207. DOI: 10.3389/fnbeh.2021.604207

  23. Carbonia M, De Stefano P, Bernd J., Vorderwülbeckea, Sebastien T, Mullierd E. Abnormaldirected connectivity of resting state networks in focal epilepsy. NeuroImag: Clin. 2020;27. DOI:https://doi.org/10.1016/j.nicl.2020.102336

  24. Galán L, Biscay R, Rodríguez JL, Pérez-Abalo MC, Rodríguez R. Testing topographicdifferences between event related brain potentials by using non-parametric combinations ofpermutation tests. Electroencephalogr Clin Neurophysiol. 1997;102:240–7.

  25. Herrera-Díaz A, Mendoza-Quiñones R, Melie-Garcia L, Martínez-Montes E, Sanabria-DiazG, Romero-Quintana Y, et al. Functional connectivity and quantitative EEG in women withalcohol use disorders: a resting-state study. Brain Topogr. 2016;29:368-81. DOI: 10.1007/s10548-015-0467-x

  26. Declaración de Helsinki de la AMM- Principios éticos para las investigaciones médicas enseres humanos. Pamplona, Navarra: Departamento de Humanidades Biomédicas Universidad deNavarra; 2013.

  27. Carmona J, Suarez J, Ochoa J. Brain Functional Connectivity in Parkinson's disease – EEGresting analysis. Springer Nat Singapore. 2017;60:185-8. DOI: 10.1007/978-981-10-4086-3_47

  28. Silberstein PA, Kuhn AA, Hotton G, Tisch S, Kupsch A. Cortico-cortical coupling inParkinson’s disease and its modulation by therapy. Brain. 2005;128(6):1277-91.

  29. Moazami-Goudarzi SJ, Michels L, Moukhtieva R, Jeanmonod D. Enhanced frontal low andhigh frequency power and synchronization in the resting EEG of Parkinsonian patients.Neuroimage. 2008;41(3):985-97.

  30. George JS, Strunk J, Mak-Mccully R, Houser M, Poizner H, Aron AR. Dopaminergic therapyin Parkinson’s disease decreases cortical beta band coherence in the resting state and increasescortical beta band power during executive control. NeuroImag: Clin. 2013;3:261-70.

  31. Herz DM, Siebner HR, Hulme OJ, Florin E, Christensen MS, Timmermann L. Levodopareinstates connectivity from prefrontal to premotor cortex during externally paced movement inParkinson's disease. Neuroimage. 2014;90:15-23. DOI: 10.1016/j.neuroimage.2013.11.023

  32. Carmona Arroyave JA, Tobón Quintero CA, Pineda Salazar DA. Marcadoreselectroencefalográficos y fenotipo cognitivo en la enfermedad de Parkinson. Una revisiónsistemática. Medicina. 2018[acceso 01/05/2021];40(3):332-48. Disponible en:https://revistamedicina.net/ojsanm/index.php/Medicina/article/view/1371

  33. Olde Dubbelink KT, Hillebrand A, Stoffers D, Deijen JB, Twisk JW, Stam CJ, Berendse HW.Disrupted brain network topology in Parkinson's disease: A longitudinal magnetoencephalographystudy. Brain. 2014;137(1):197-207. DOI: 10.1093/brain/awt316

  34. Stam CJ, Straaten ECW van. The organization of physiological brain networks. ClinNeurophysiol. 2012;123(6):1067–87.

  35. Sporns ZJ. The small world of the cerebral cortex. Neuroinformatics. 2004;2(2):145-62.

  36. Bonzanni M, Bockley KM, Kaplan DL. On the effect of neuronal spatial subsampling in smallworldnetworks. Eur J Neurosci. 2020:1–14. DOI: https://doi,org/10.1111/ejn.14937




2020     |     www.medigraphic.com

Mi perfil

C?MO CITAR (Vancouver)

Rev Cubana Neurol Neurocir. 2022;12