Cognitive and physical training for the elderly: Evaluating outcome efficacy by means of neurophysiological synchronization

International Journal of Psychophysiology

Volumn 93, Issue 1, 2014, Pages 1-11

  Frantzidis, Christos A ^a   Ladas, Aristea Kiriaki I ^b   Vivas, Ana B ^b   Tsolaki, Magda ^c   Bamidis, Panagiotis D ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^b UNIVERSITY OF SHEFFIELD   (Greece)

^c ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Age related intervention; Cognitive physical training; Dementia; Electroencephalography; Relative wavelet entropy; Resting state synchronization

Indexed keywords

AGED; ARTICLE; COGNITION; CONTROLLED STUDY; DATA MINING; ELECTRODE; ELECTROENCEPHALOGRAPHY PHASE SYNCHRONIZATION; FALSE POSITIVE RESULT; FEMALE; HUMAN; HUMAN EXPERIMENT; LEFT HEMISPHERE; MALE; MATHEMATICAL MODEL; NERVE CELL PLASTICITY; NEUROPHYSIOLOGICAL SYNCHRONIZATION; NORMAL HUMAN; OUTCOME ASSESSMENT; RIGHT HEMISPHERE; TRAINING; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAPHY; EXERCISE; MEMORY; NEUROPSYCHOLOGICAL TEST; PHYSICAL EDUCATION; PHYSIOLOGY; PROCEDURES; STATISTICAL MODEL; TREATMENT OUTCOME; WAVELET ANALYSIS;

AGED; COGNITION; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAPHY; EXERCISE; FEMALE; HUMANS; MALE; MEMORY; MODELS, STATISTICAL; NEUROPSYCHOLOGICAL TESTS; PHYSICAL EDUCATION AND TRAINING; TREATMENT OUTCOME; WAVELET ANALYSIS;

EID: 84904737011     PISSN: 01678760     EISSN: 18727697     Source Type: Journal    
DOI: 10.1016/j.ijpsycho.2014.01.007     Document Type: Article

References (60)

1. Albert M.S., Moss M.B. Geriatric Neuropsychology 1988, Guilford Press.
2. Babiloni C., Ferri R., Moretti R.V., Strambi A., Binetti G., Dal Forno G., Ferreri F., Lanuzza B., Bonato C., Nobili F., Rodriguez G., Salinari S., Passero S., Rocchi R., Stam C.J., Rossini P.M. Abnormal fronto-parietal coupling of brain rhythms in mild Alzheimer's disease: a multicentric EEG study. Eur. J. Neurosci. 2004, 19(9):2583-2590.
3. Babiloni C., Ferri R., Binetti G., Vecchio F., Frisoni G.B., Lanuzza B., Miniussi C., Nobili F., Rodriguez G., Rundo F., Cassarino A., Infarinato F., Cassetta E., Salinari S., Eusebi F., Rossini P.M. Directionality of EEG synchronization in Alzheimer's disease subjects. Neurobiol. Aging 2009, 30(1):93-102.
4. Bamidis P.D., Konstantinidis E.I., Billis A., Frantzidis C., Tsolaki M., Hlauschek W., Kyriacou E., Neofytou M., Pattichis C.S. A Web services-based exergaming platform for senior citizens: the long lasting memories project approach to e-health care. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, art. no. 6090694 2011, 2505-2509.
5. Bamidis, et al. Long Lasting Memories Project Deliverable D1.4 Final report (July). http://www.longlastingmemories.eu/sites/default/files/LLM_D1.4_final_report_public_v2.2doc.pdf.
6. Bamidis P.D., Vivas A.B., Styliadis C., Ladas A., Frantzidis C., Klados M., Schlee W., Papageorgiou S.G. A review of physical and cognitive interventions in aging. Neurosci. Biobehav. Rev. 2014, (in press).
7. Berger A., Posner M.I. Pathologies of brain attentional networks. Neurosci. Biobehav. Rev. 2000, 24(1):3-5.
8. Billis A., Konstantinidis E., Mouzakidis C., Tsolaki M., Pappas C., Bamidis P. A gamelike interface for training seniors' dynamic balance and coordination. XII Mediterranean Conference on Medical and Biological Engineering and Computing 2010, 691-694. Springer.
9. Billis A.S., Konstantinidis E.I., Ladas A.I., Tsolaki M.N., Pappas C., Bamidis P.D. Evaluating affective usability experiences of an exergaming platform for seniors. 10th International Workshop on Biomedical Engineering 2011, IEEE.
10. Biswal B., Zerrin Yetkin F., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar mri. Magn. Reson. Med. 1995, 34(4):537-541.
11. Blanco S., Quiroga R.Q., Rosso O.A., Kochen S. Time-frequency analysis of electroencephalogram series. Phys. Rev. E. 1995, 51(3):2624-2631.
12. Boyke J., Driemeyer J., Gaser C., Buchel C., May A. Training-induced brain structure changes in the elderly. J. Neurosci. 2008, 28(28):7031-7035.
13. Bullmore E., Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 2009, 10(3):186-198.
14. Colcombe S.J., Erickson K.I., Scalf P.E., Kim J.S., Prakash R., McAuley E., Elavsky S., Marquez D.X., Hu L., Kramer A.F. Aerobic exercise training increases brain volume in aging humans. J. Gerontol. A Biol. Sci. Med. Sci. 2006, 61(11):1166-1170.
15. Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci. 2002, 3(3):201-215.
16. Cotman C.W., Berchtold N.C., Christie L.-A. Exercise builds brain health: key roles of growth factor cascades and inflammation. Trends Neurosci. 2007, 30(9):464-472.
17. Daffner K.R., Scinto L.F.M., Weitzman A.M., Faust R., Rentz D.M., Budson A.E., Holcomb P.J. Frontal and parietal components of a cerebral network mediating voluntary attention to novel events. J. Cogn. Neurosci. 2003, 15(2):294-313.
18. Damoiseaux J.S., Beckman C.F., Sanz-Arigita E.J., Barkhof F., Scheltens Ph., Stam C.J., Smith S.M., Rombouts S.A.R.B. Reduced resting-state brain activity in the "default network" in normal aging. Cereb. Cortex 2008, 18(8):1856-1864.
19. Damoiseaux J.S., Prater K.E., Miller B.L., Greicius M.D. Functional connectivity tracks clinical deterioration in Alzheimer's disease. Neurobiol. Aging 2012, 33(4):e19-e30.
20. Deco G., Corbetta M. The dynamical balance of the brain at rest. Neuroscientist 2011, 17(1):107-123.
21. Delbeuck X., Van der Linden M., Collette F. Alzheimer's disease as a disconnection syndrome?. Neuropsychol. Rev. 2003, 13(2):79-92.
22. Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 2004, 134(1):9-21.
23. Dolcos F., Rice H.J., Cabeza R. Hemispheric asymmetry and aging: right hemisphere decline or asymmetry reduction. Neurosci. Biobehav. Rev. 2002, 26(7):819-825.
24. Engvig A., Fjell A.M., Westlye L.T., Moberget T., Sundseth O., Larsen V.A., Walhovd K.B. Effects of memory training on cortical thickness in the elderly. Neuroimage 2010, 52(4):1667-1676.
25. Erickson K.I., Voss M.W., Prakash R.S., Basak C., Szabo A., Chaddock L., Kim J.S., Heo S., Alves H., White S.M., Wojcicki T.R., Mailey E., Vieira V.J., Martin S.A., Pence B.D., Woods J.A., McAuley E., Kramer A.F. Exercise training increases size of hippocampus and improves memory. Proc. Natl. Acad. Sci. U. S. A. 2011, 108(7):3017-3022.
26. Ewers M., Sperling R.A., Klunk W.E., Weiner M.W., Hampel H. Neuroimaging markers for the prediction and early diagnosis of Alzheimer's disease dementia. Trends Neurosci. 2011, 34(8):430-442.
27. Frantzidis C.A., Bratsas C., Papadelis C.L., Konstantinidis E., Pappas C., Bamidis P.D. Toward emotion aware computing: an integrated approach using multichannel neurophysiological recordings and affective visual stimuli. IEEE Trans. Inf. Technol. Biomed. 2010, 14(3):589-597.
28. Garavan H., Ross T.J., Li S.J., Stein E.A. A parametric manipulation of central executive functioning. Cereb. Cortex 2000, 10(6):585-592.
29. Garrett D.D., Kovacevic N., McIntosh A.R., Grady C.L. Blood oxygen level-dependent signal variability is more than just noise. J. Neurosci. 2010, 30(14):4914-4921.
30. Gonzalez-Palau F., Franco M., Toribio J.M., Losada R., Parra E., Bamidis P. Designing a computer-based rehabilitation solution for older adults: the importance of testing usability. PsychNol. 2013, 11(2):119-136.
31. Gudmundsson S., Runarsson T.P., Sigurdsson S., Eiriksdottir G., Johnsen K. Reliability of quantitative EEG features. Clin. Neurophysiol. 2007, 118(10):2162-2171.
32. Han S.D., Arfanakis K., Fleischman D.A., Leurgans S.E., Tuminello E.R., Edmonds E.C., Bennett D.A. Functional connectivity variations in mild cognitive impairment: associations with cognitive function. J. Int. Neuropsychol. Soc. 2012, 18(1):39-48.
33. Head D., Buckner R.L., Shimony J.S., Williams L.E., Akbudak E., Conturo T.E., McAvoy, Morris J.C., Snyder A.Z. Differential vulnerability of anterior white matter in nondemented aging with minimal acceleration in dementia of the Alzheimer type: evidence from diffusion tensor imaging. Cereb. Cortex 2004, 14(4):410-423.
34. Hsu Y.F., Huang Y.Z., Lin Y.Y., Tang C.W., Liao K.K., Lee P.L., Tsai Y.A., Cheng H.L., Cheng H., Chem C.M., Lee I.H. Intermittent theta burst stimulation over ipsilesional primary motor cortex of subacute ischemic stroke patients: a pilot study. Brain Stimul. 2012, 6(2):166-174.
35. (last access on 06/05/2013). http://www.longlastingmemories.eu/.
36. Jacobs H.I., Van Boxtel M.P., Jolles J., Verhey F.R., Uylings H. Parietal cortex matters in Alzheimer's disease: an overview of structural, functional and metabolic findings. Neurosci. Biobehav. Rev. 2012, 36(1):297-309.
37. Knyazeva M.G., Carmeli C., Khadivi A., Ghika J., Meuli R., Frackowiack R.S. Evolution of source EEG synchronization in early Alzheimer's disease. Neurobiol. Aging 2013, 34(3):694-705.
38. Koch W., Teipel S., Mueller S., Buerger K., Bokde A.L.W., Hampel H., Coates U., Reiser M., Meindl T. Effects of aging on default mode network activity in resting state fMRI: does the method of analysis matter?. Neuroimage 2010, 51(1):280-287.
39. Koenig T., Prichep L., Dierks T., Hubl D., Wahlund L.O., Hohn E.R., Jelic V. Decreased EEG synchronization in Alzheimer's disease and mild cognitive impairment. Neurobiol. Aging 2005, 26(2):165-171.
40. Konstantinidis E.I., Billis A., Hlauschek W., Panek P., Bamidis P.D. Integration of cognitive and physical training in a smart home environment for the elderly people. Stud. Health Technol. Inform. 2010, 160(Pt. 1):58-62.
41. Lazarov O., Robinson J., Tang Y.-P., Hairston I.S., Korade-Mirnics Z., Lee V.M.-Y., Hersh L.B., Sapolsky R.M., Mirnics K., Sisodia S.S. Environmental enrichment reduces Aβ levels and amyloid deposition in transgenic mice. Cell 2005, 120(5):701-713.
42. Mahncke H.W., Connor B.B., Appelman J., Ahsanuddin O.N., Hardy J.L., Wood R.A., Joyce N.M., Boniske T., Atkins S.M., Merzenich M.M. Memory enhancement in healthy older adults using a brain plasticity-based training program: a randomized, controlled study. Proc. Natl. Acad. Sci. U. S. A. 2006, 103(33):12523-12528.
43. Mahncke H.W., Bronstone A., Merzenich M.M. Brain plasticity and functional losses in the aged: scientific bases for a novel intervention. Prog. Brain Res. 2006, 157:81-109.
44. Marshall G.A., Rentz D.M., Frey M.T., Locascio J.J., Johnson K.A., Sperling R.A. Executive function and instrumental activities of daily living in mild cognitive impairment and Alzheimer's disease. Alzheimers Dement. 2011, 7(3):300-308.
45. McIntosh A.R., Korostil M. Interpretation of neuroimaging data based on network concepts. Brain Imaging Behav. 2008, 2(4):264-269.
46. Obisesan T.O., Gillum R.F., Johnson S., Umar N., Williams D., Bond V., Kwagyan J. Neuroprotection and neurodegeneration in Alzheimer's disease: role of cardiovascular disease risk factors, implications for dementia rates, and prevention with aerobic exercise in African Americans. Int. J. Alzheimers Dis. 2012, 2012. ((2012), Article ID 568382, 14 pages).
47. Park Y.-M., Che H.-J., Im C.-H., Jung H.-T., Bae S.-M., Lee S.-H. Decreased EEG synchronization and its correlation with symptom severity in Alzheimer's disease. Neurosci. Res. 2008, 62(2):112-117.
48. Peelle J.E., Chandrasekaran K., Powers J., Smith E.E., Grossman M. Age-related vulnerability in the neural systems supporting semantic processing. Front. Aging Neurosci. 2013, 5.
49. Pons A.J., Cantero J.L., Atienza M., Garcia-Ojalvo J. Relating structural and functional anomalous connectivity in the aging brain via neural mass modeling. Neuroimage 2010, 52(3):848-861.
50. Raz N., Lindenberger U., Rodrigue K.M., Kennedy K.M., Head D., Williamson A., Dahle C., Gerstof D., Acker J.D. Regional brain changes in aging healthy adults: general trends, individual differences and modifiers. Cereb. Cortex 2005, 15(11):1676-1689.
51. Resnick S.M., Pham D.L., Kraut M.A., Zonderman A.B., Davatzikos C. Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J. Neurosci. 2003, 23(8):3295-3301.
52. Reuter-Lorenz P.A., Jonides J., Smith E.E., Hartley A., Miller A., Marshuetz C., Koeppe R.A. Age differences in the frontal lateralization of verbal and spatial working memory revealed by PET. J. Cogn. Neurosci. 2000, 12(1):174-187.
53. Rosso O.A., Blanco S., Yordanova J., Kolev V., Figliola A., Schurmann M., Basar E. Wavelet entropy: a new tool for analysis of short duration brain electrical signals. J. Neurosci. Methods 2001, 105(1):65-76.
54. Salat D.H., Buckner R.L., Snyder A.Z., Greve D.N., Desikan R.S., Busa E., Morris J.C., Dale A.M., Fischl B. Thinning of the cerebral cortex in aging. Cereb. Cortex 2004, 14(7):721-730.
55. Sankari Z., Adeli H., Adeli A. Intrahemispheric, interhemispheric, and distal EEG coherence in Alzheimer's disease. Clin. Neurophysiol. 2011, 122(5):897-906.
56. Sanz-Arigita E.J., Schoonheim M.M., Damoiseaux J.S., Rombouts S.A.R.B., Maris E., Barkhof F., Scheltens Ph., Stam C.J. Loss of 'small-world' networks in Alzheimer's disease: graph analysis of fMRI resting-state functional connectivity. PLoS One 2010, 5(11):e13788.
57. Simon S.S., Yokomizo J.E., Bottino C.M.C. Cognitive intervention in amnestic mild cognitive impairment: a systematic review. Neurosci. Biobehav. Rev. 2012, 36:1163-1178.
58. Smith G.E., Housen P., Yaffe K., Ruff R., Kennison R.F., Mahncke H.W., Zelinski E.M. A cognitive training program based on principles of brain plasticity: results from the Improvement in Memory with Plasticity-based Adaptive Cognitive Training (IMPACT) study. J. Am. Geriatr. Soc. 2009, 57(4):594-603.
59. Stam C.J., Van Der Made Y., Pijnenburg Y.A.L., Scheltens Ph. EEG synchronization in mild cognitive impairment and Alzheimer's disease. Acta Neurol. Scand. 2003, 108(2):90-96.
60. Zhang Z., Liu Y., Jiang T., Zhou B., An N., Dai H., Wang P., Zhang X. Altered spontaneous activity in Alzheimer's disease and mild cognitive impairment revealed by Regional Homogeneity. Neuroimage 2012, 59(2):1429-1440.