Skip to main content
Top
Published in: BMC Geriatrics 1/2023

Open Access 01-12-2023 | Mild Neurocognitive Disorder | Study protocol

Musical and psychomotor interventions for cognitive, sensorimotor, and cerebral decline in patients with Mild Cognitive Impairment (COPE): a study protocol for a multicentric randomized controlled study

Authors: CE. James, C. Stucker, C. Junker-Tschopp, AM. Fernandes, A. Revol, ID. Mili, M. Kliegel, GB. Frisoni, A. Brioschi Guevara, D. Marie

Published in: BMC Geriatrics | Issue 1/2023

Login to get access

Abstract

Background

Regular cognitive training can boost or maintain cognitive and brain functions known to decline with age. Most studies administered such cognitive training on a computer and in a lab setting. However, everyday life activities, like musical practice or physical exercise that are complex and variable, might be more successful at inducing transfer effects to different cognitive domains and maintaining motivation. "Body-mind exercises", like Tai Chi or psychomotor exercise, may also positively affect cognitive functioning in the elderly. We will compare the influence of active music practice and psychomotor training over 6 months in Mild Cognitive Impairment patients from university hospital memory clinics on cognitive and sensorimotor performance and brain plasticity. The acronym of the study is COPE (Countervail cOgnitive imPairmEnt), illustrating the aim of the study: learning to better "cope" with cognitive decline.

Methods

We aim to conduct a randomized controlled multicenter intervention study on 32 Mild Cognitive Impairment (MCI) patients (60–80 years), divided over 2 experimental groups: 1) Music practice; 2) Psychomotor treatment. Controls will consist of a passive test–retest group of 16 age, gender and education level matched healthy volunteers.
The training regimens take place twice a week for 45 min over 6 months in small groups, provided by professionals, and patients should exercise daily at home. Data collection takes place at baseline (before the interventions), 3, and 6 months after training onset, on cognitive and sensorimotor capacities, subjective well-being, daily living activities, and via functional and structural neuroimaging. Considering the current constraints of the COVID-19 pandemic, recruitment and data collection takes place in 3 waves.

Discussion

We will investigate whether musical practice contrasted to psychomotor exercise in small groups can improve cognitive, sensorimotor and brain functioning in MCI patients, and therefore provoke specific benefits for their daily life functioning and well-being.

Trial registration

The full protocol was approved by the Commission cantonale d’éthique de la recherche sur l'être humain de Genève (CCER, no. 2020–00510) on 04.05.2020, and an amendment by the CCER and the Commission cantonale d'éthique de la recherche sur l'être humain de Vaud (CER-VD) on 03.08.2021. The protocol was registered at clinicaltrials.gov (20.09.2020, no. NCT04546451).
Appendix
Available only for authorised users
Footnotes
1
Cognitive Telephone Screening Instrument. This test can be applied by telephone or face-to-face. We will use the latter approach.
 
2
The Clock drawing test pertains to both cognitive and sensorimotor functions, as it associates the evaluation of fine motor control with cognitive functions (visuo-construction, memory, spatial perception, executive functions).
 
3
Hôpitaux Universitaires de Genève / Geneva University Hospitals.
 
4
Centre Hospitalier Universitaire Vaudois / Lausanne University Hospital.
 
5
Patients participating in the interventions declare aiming to perform homework at least 30 min per day, 4 times per week, not to miss more than maximum 4 courses (on 40 in total) and announce absences and holidays well in advance with reasons, and not to engage in any supplementary activities similar to those proposed in this study.
 
Literature
1.
go back to reference Reuter-Lorenz PA, Park DC. How does it STAC up? Revisiting the scaffolding theory of aging and cognition. Neuropsychol Rev. 2014;24(3):355–70.CrossRef Reuter-Lorenz PA, Park DC. How does it STAC up? Revisiting the scaffolding theory of aging and cognition. Neuropsychol Rev. 2014;24(3):355–70.CrossRef
2.
go back to reference Grady C. The cognitive neuroscience of ageing. Nat Rev Neurosci. 2012;13(7):491–505.CrossRef Grady C. The cognitive neuroscience of ageing. Nat Rev Neurosci. 2012;13(7):491–505.CrossRef
3.
go back to reference Solbakk AK, Fuhrmann Alpert G, Furst AJ, Hale LA, Oga T, Chetty S, Pickard N, Knight RT. Altered prefrontal function with aging: insights into age-associated performance decline. Brain Res. 2008;1232:30–47.CrossRef Solbakk AK, Fuhrmann Alpert G, Furst AJ, Hale LA, Oga T, Chetty S, Pickard N, Knight RT. Altered prefrontal function with aging: insights into age-associated performance decline. Brain Res. 2008;1232:30–47.CrossRef
4.
go back to reference Fotuhi M, Do D, Jack C. Modifiable factors that alter the size of the hippocampus with ageing. Nat Rev Neurol. 2012;8(4):189–202.CrossRef Fotuhi M, Do D, Jack C. Modifiable factors that alter the size of the hippocampus with ageing. Nat Rev Neurol. 2012;8(4):189–202.CrossRef
5.
go back to reference Reuter-Lorenz PA, Festini SB, Jantz TK: Chapter 13 - Executive Functions and Neurocognitive Aging. In: Handbook of the Psychology of Aging (Eighth Edition). edn. Edited by Schaie KW, Willis SL. San Diego: Academic Press; 2016: 245–262. Reuter-Lorenz PA, Festini SB, Jantz TK: Chapter 13 - Executive Functions and Neurocognitive Aging. In: Handbook of the Psychology of Aging (Eighth Edition). edn. Edited by Schaie KW, Willis SL. San Diego: Academic Press; 2016: 245–262.
6.
go back to reference Ferguson HJ, Brunsdon VE, Bradford EE. The developmental trajectories of executive function from adolescence to old age. Sci Rep. 2021;11(1):1–17.CrossRef Ferguson HJ, Brunsdon VE, Bradford EE. The developmental trajectories of executive function from adolescence to old age. Sci Rep. 2021;11(1):1–17.CrossRef
7.
go back to reference Cespón J, Galdo-Álvarez S, Díaz F. Inhibition deficit in the spatial tendency of the response in multiple-domain amnestic mild cognitive impairment. An event-related potential study. Front Aging Neurosci. 2015;7:68. Cespón J, Galdo-Álvarez S, Díaz F. Inhibition deficit in the spatial tendency of the response in multiple-domain amnestic mild cognitive impairment. An event-related potential study. Front Aging Neurosci. 2015;7:68.
8.
go back to reference Cespon J, Galdo-Alvarez S, Pereiro AX, Diaz F. Differences between mild cognitive impairment subtypes as indicated by event-related potential correlates of cognitive and motor processes in a Simon task. J Alzheimers Dis. 2015;43(2):631–47.CrossRef Cespon J, Galdo-Alvarez S, Pereiro AX, Diaz F. Differences between mild cognitive impairment subtypes as indicated by event-related potential correlates of cognitive and motor processes in a Simon task. J Alzheimers Dis. 2015;43(2):631–47.CrossRef
9.
go back to reference Clément F, Gauthier S, Belleville S. Executive functions in mild cognitive impairment: emergence and breakdown of neural plasticity. Cortex. 2013;49(5):1268–79.CrossRef Clément F, Gauthier S, Belleville S. Executive functions in mild cognitive impairment: emergence and breakdown of neural plasticity. Cortex. 2013;49(5):1268–79.CrossRef
10.
go back to reference Zurrón M, Lindín M, Cespón J, Cid-Fernández S, Galdo-Álvarez S, Ramos-Goicoa M, Díaz F. Effects of mild cognitive impairment on the event-related brain potential components elicited in executive control tasks. Front Psychol. 2018;9:842.CrossRef Zurrón M, Lindín M, Cespón J, Cid-Fernández S, Galdo-Álvarez S, Ramos-Goicoa M, Díaz F. Effects of mild cognitive impairment on the event-related brain potential components elicited in executive control tasks. Front Psychol. 2018;9:842.CrossRef
11.
go back to reference Junquera A, Garcia-Zamora E, Olazaran J, Parra MA, Fernandez-Guinea S. Role of Executive Functions in the Conversion from Mild Cognitive Impairment to Dementia. J Alzheimers Dis. 2020;77(2):641–53.CrossRef Junquera A, Garcia-Zamora E, Olazaran J, Parra MA, Fernandez-Guinea S. Role of Executive Functions in the Conversion from Mild Cognitive Impairment to Dementia. J Alzheimers Dis. 2020;77(2):641–53.CrossRef
12.
go back to reference Guarino A, Forte G, Giovannoli J, Casagrande M. Executive functions in the elderly with mild cognitive impairment: A systematic review on motor and cognitive inhibition, conflict control and cognitive flexibility. Aging Ment Health. 2020;24(7):1028–45.CrossRef Guarino A, Forte G, Giovannoli J, Casagrande M. Executive functions in the elderly with mild cognitive impairment: A systematic review on motor and cognitive inhibition, conflict control and cognitive flexibility. Aging Ment Health. 2020;24(7):1028–45.CrossRef
13.
go back to reference Zinke K, Zeintl M, Eschen A, Herzog C, Kliegel M. Potentials and limits of plasticity induced by working memory training in old-old age. Gerontology. 2012;58(1):79–87.CrossRef Zinke K, Zeintl M, Eschen A, Herzog C, Kliegel M. Potentials and limits of plasticity induced by working memory training in old-old age. Gerontology. 2012;58(1):79–87.CrossRef
14.
go back to reference Borella E, Carretti B, Zanoni G, Zavagnin M, De Beni R. Working memory training in old age: an examination of transfer and maintenance effects. Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists. 2013;28(4):331–47. Borella E, Carretti B, Zanoni G, Zavagnin M, De Beni R. Working memory training in old age: an examination of transfer and maintenance effects. Archives of clinical neuropsychology : the official journal of the National Academy of Neuropsychologists. 2013;28(4):331–47.
15.
go back to reference Cantarella A, Borella E, Carretti B, Kliegel M, de Beni R. Benefits in tasks related to everyday life competences after a working memory training in older adults. Int J Geriatr Psychiatry. 2017;32(1):86–93.CrossRef Cantarella A, Borella E, Carretti B, Kliegel M, de Beni R. Benefits in tasks related to everyday life competences after a working memory training in older adults. Int J Geriatr Psychiatry. 2017;32(1):86–93.CrossRef
16.
go back to reference Webb SL, Loh V, Lampit A, Bateman JE, Birney DP. Meta-Analysis of the Effects of Computerized Cognitive Training on Executive Functions: a Cross-Disciplinary Taxonomy for Classifying Outcome Cognitive Factors. Neuropsychol Rev. 2018;28(2):232–50.CrossRef Webb SL, Loh V, Lampit A, Bateman JE, Birney DP. Meta-Analysis of the Effects of Computerized Cognitive Training on Executive Functions: a Cross-Disciplinary Taxonomy for Classifying Outcome Cognitive Factors. Neuropsychol Rev. 2018;28(2):232–50.CrossRef
17.
go back to reference Gross AL, Parisi JM, Spira AP, Kueider AM, Ko JY, Saczynski JS, Samus QM, Rebok GW. Memory training interventions for older adults: a meta-analysis. Aging Ment Health. 2012;16(6):722–34.CrossRef Gross AL, Parisi JM, Spira AP, Kueider AM, Ko JY, Saczynski JS, Samus QM, Rebok GW. Memory training interventions for older adults: a meta-analysis. Aging Ment Health. 2012;16(6):722–34.CrossRef
18.
go back to reference Melby-Lervåg M, Hulme C. Is working memory training effective? A meta-analytic review. Dev Psychol. 2013;49(2):270.CrossRef Melby-Lervåg M, Hulme C. Is working memory training effective? A meta-analytic review. Dev Psychol. 2013;49(2):270.CrossRef
19.
go back to reference Brioschi Guevara A, Bieler M, Altomare D, Berthier M, Csajka C, Dautricourt S, Demonet JF, Dodich A, Frisoni GB, Miniussi C, et al. Protocols for cognitive enhancement. A user manual for Brain Health Services-part 5 of 6. Alzheimers Res Ther. 2021;13(1):172.CrossRef Brioschi Guevara A, Bieler M, Altomare D, Berthier M, Csajka C, Dautricourt S, Demonet JF, Dodich A, Frisoni GB, Miniussi C, et al. Protocols for cognitive enhancement. A user manual for Brain Health Services-part 5 of 6. Alzheimers Res Ther. 2021;13(1):172.CrossRef
20.
go back to reference Bugos JA, Perlstein WM, McCrae CS, Brophy TS, Bedenbaugh PH. Individualized piano instruction enhances executive functioning and working memory in older adults. Aging Ment Health. 2007;11(4):464–71.CrossRef Bugos JA, Perlstein WM, McCrae CS, Brophy TS, Bedenbaugh PH. Individualized piano instruction enhances executive functioning and working memory in older adults. Aging Ment Health. 2007;11(4):464–71.CrossRef
21.
go back to reference Seinfeld S, Figueroa H, Ortiz-Gil J, Sanchez-Vives MV. Effects of music learning and piano practice on cognitive function, mood and quality of life in older adults. Front Psychol. 2013;4:810.CrossRef Seinfeld S, Figueroa H, Ortiz-Gil J, Sanchez-Vives MV. Effects of music learning and piano practice on cognitive function, mood and quality of life in older adults. Front Psychol. 2013;4:810.CrossRef
22.
go back to reference Kattenstroth JC, Kalisch T, Holt S, Tegenthoff M, Dinse HR. Six months of dance intervention enhances postural, sensorimotor, and cognitive performance in elderly without affecting cardio-respiratory functions. Frontiers in aging neuroscience. 2013;5:5.CrossRef Kattenstroth JC, Kalisch T, Holt S, Tegenthoff M, Dinse HR. Six months of dance intervention enhances postural, sensorimotor, and cognitive performance in elderly without affecting cardio-respiratory functions. Frontiers in aging neuroscience. 2013;5:5.CrossRef
23.
go back to reference Sala G, Gobet F. Do the benefits of chess instruction transfer to academic and cognitive skills? A meta-analysis Educational Research Review. 2016;18:46–57.CrossRef Sala G, Gobet F. Do the benefits of chess instruction transfer to academic and cognitive skills? A meta-analysis Educational Research Review. 2016;18:46–57.CrossRef
24.
go back to reference Colcombe S, Kramer AF. Fitness effects on the cognitive function of older adults: a meta-analytic study. Psychol Sci. 2003;14(2):125–30.CrossRef Colcombe S, Kramer AF. Fitness effects on the cognitive function of older adults: a meta-analytic study. Psychol Sci. 2003;14(2):125–30.CrossRef
25.
go back to reference Erickson KI, Voss MW, Prakash RS, Basak C, Szabo A, Chaddock L, Kim JS, Heo S, Alves H, White SM, et al. Exercise training increases size of hippocampus and improves memory. Proc Natl Acad Sci USA. 2011;108(7):3017–22.CrossRef Erickson KI, Voss MW, Prakash RS, Basak C, Szabo A, Chaddock L, Kim JS, Heo S, Alves H, White SM, et al. Exercise training increases size of hippocampus and improves memory. Proc Natl Acad Sci USA. 2011;108(7):3017–22.CrossRef
26.
go back to reference Tyndall AV, Davenport MH, Wilson BJ, Burek GM, Arsenault-Lapierre G, Haley E, Eskes GA, Friedenreich CM, Hill MD, Hogan DB. The brain-in-motion study: effect of a 6-month aerobic exercise intervention on cerebrovascular regulation and cognitive function in older adults. BMC Geriatr. 2013;13(1):21.CrossRef Tyndall AV, Davenport MH, Wilson BJ, Burek GM, Arsenault-Lapierre G, Haley E, Eskes GA, Friedenreich CM, Hill MD, Hogan DB. The brain-in-motion study: effect of a 6-month aerobic exercise intervention on cerebrovascular regulation and cognitive function in older adults. BMC Geriatr. 2013;13(1):21.CrossRef
27.
go back to reference Ahlskog JE, Geda YE, Graff-Radford NR, Petersen RC. Physical exercise as a preventive or disease-modifying treatment of dementia and brain aging. Mayo Clin Proc. 2011;86(9):876–84.CrossRef Ahlskog JE, Geda YE, Graff-Radford NR, Petersen RC. Physical exercise as a preventive or disease-modifying treatment of dementia and brain aging. Mayo Clin Proc. 2011;86(9):876–84.CrossRef
28.
go back to reference Green CS, Bavelier D. Exercising your brain: a review of human brain plasticity and training-induced learning. Psychol Aging. 2008;23(4):692–701.CrossRef Green CS, Bavelier D. Exercising your brain: a review of human brain plasticity and training-induced learning. Psychol Aging. 2008;23(4):692–701.CrossRef
29.
go back to reference Green CS, Strobach T, Schubert T. On methodological standards in training and transfer experiments. Psychol Res. 2014;78(6):756–72.CrossRef Green CS, Strobach T, Schubert T. On methodological standards in training and transfer experiments. Psychol Res. 2014;78(6):756–72.CrossRef
30.
go back to reference Woodard JL, Sugarman MA, Nielson KA, Smith JC, Seidenberg M, Durgerian S, Butts A, Hantke N, Lancaster M, Matthews MA, et al. Lifestyle and genetic contributions to cognitive decline and hippocampal structure and function in healthy aging. Curr Alzheimer Res. 2012;9(4):436–46.CrossRef Woodard JL, Sugarman MA, Nielson KA, Smith JC, Seidenberg M, Durgerian S, Butts A, Hantke N, Lancaster M, Matthews MA, et al. Lifestyle and genetic contributions to cognitive decline and hippocampal structure and function in healthy aging. Curr Alzheimer Res. 2012;9(4):436–46.CrossRef
31.
go back to reference Moreno S, Farzan F. Music training and inhibitory control: a multidimensional model. Ann N Y Acad Sci. 2015;1337:147–52.CrossRef Moreno S, Farzan F. Music training and inhibitory control: a multidimensional model. Ann N Y Acad Sci. 2015;1337:147–52.CrossRef
32.
go back to reference Schellenberg EG. Music lessons enhance IQ. Psychol Sci. 2004;15(8):511–4.CrossRef Schellenberg EG. Music lessons enhance IQ. Psychol Sci. 2004;15(8):511–4.CrossRef
33.
go back to reference Dege F, Kerkovius K: The effects of drumming on working memory in older adults. Ann N Y Acad Sci 2018. Dege F, Kerkovius K: The effects of drumming on working memory in older adults. Ann N Y Acad Sci 2018.
34.
go back to reference Oechslin MS, Descloux C, Croquelois A, Chanal J, Van De Ville D, Lazeyras F, James CE. Hippocampal volume predicts fluid intelligence in musically trained people. Hippocampus. 2013;23(7):552–8.CrossRef Oechslin MS, Descloux C, Croquelois A, Chanal J, Van De Ville D, Lazeyras F, James CE. Hippocampal volume predicts fluid intelligence in musically trained people. Hippocampus. 2013;23(7):552–8.CrossRef
35.
go back to reference Zatorre RJ, Chen JL, Penhune VB. When the brain plays music: auditory-motor interactions in music perception and production. Nat Rev Neurosci. 2007;8(7):547–58.CrossRef Zatorre RJ, Chen JL, Penhune VB. When the brain plays music: auditory-motor interactions in music perception and production. Nat Rev Neurosci. 2007;8(7):547–58.CrossRef
36.
go back to reference Schlaug G: Musicians and music making as a model for the study of brain plasticity. In: Music, Neurology, and Neuroscience: Evolution, the Musical Brain, Medical Conditions, and Therapies. Volume 217, edn. Edited by Altenmuller E, Finger S, Boller F. Amsterdam: Elsevier Science Bv; 2015: 37–55. Schlaug G: Musicians and music making as a model for the study of brain plasticity. In: Music, Neurology, and Neuroscience: Evolution, the Musical Brain, Medical Conditions, and Therapies. Volume 217, edn. Edited by Altenmuller E, Finger S, Boller F. Amsterdam: Elsevier Science Bv; 2015: 37–55.
37.
go back to reference Kraus N, Nicol T. The power of sound for brain health. Nat Hum Behav. 2017;1(10):700–2.CrossRef Kraus N, Nicol T. The power of sound for brain health. Nat Hum Behav. 2017;1(10):700–2.CrossRef
38.
go back to reference Miyake A, Friedman NP, Emerson MJ, Witzki AH, Howerter A, Wager TD. The unity and diversity of executive functions and their contributions to complex “Frontal Lobe” tasks: a latent variable analysis. Cogn Psychol. 2000;41(1):49–100. Miyake A, Friedman NP, Emerson MJ, Witzki AH, Howerter A, Wager TD. The unity and diversity of executive functions and their contributions to complex “Frontal Lobe” tasks: a latent variable analysis. Cogn Psychol. 2000;41(1):49–100.
39.
go back to reference Ferreri L, Mas-Herrero E, Zatorre RJ, Ripolles P, Gomez-Andres A, Alicart H, Olive G, Marco-Pallares J, Antonijoan RM, Valle M, et al. Dopamine modulates the reward experiences elicited by music. Proc Natl Acad Sci USA. 2019;116(9):3793–8.CrossRef Ferreri L, Mas-Herrero E, Zatorre RJ, Ripolles P, Gomez-Andres A, Alicart H, Olive G, Marco-Pallares J, Antonijoan RM, Valle M, et al. Dopamine modulates the reward experiences elicited by music. Proc Natl Acad Sci USA. 2019;116(9):3793–8.CrossRef
40.
go back to reference Ferreri L, Verga L. Benefits of Music on Verbal Learning and Memory. Music Perception: An Interdisciplinary Journal. 2016;34(2):167.CrossRef Ferreri L, Verga L. Benefits of Music on Verbal Learning and Memory. Music Perception: An Interdisciplinary Journal. 2016;34(2):167.CrossRef
41.
go back to reference Chanda ML, Levitin DJ. The neurochemistry of music. Trends Cogn Sci. 2013;17(4):179–93.CrossRef Chanda ML, Levitin DJ. The neurochemistry of music. Trends Cogn Sci. 2013;17(4):179–93.CrossRef
42.
go back to reference Hou YC, Lin YJ, Lu KC, Chiang HS, Chang CC, Yang LK. Music therapy-induced changes in salivary cortisol level are predictive of cardiovascular mortality in patients under maintenance hemodialysis. Ther Clin Risk Manag. 2017;13:263–72.CrossRef Hou YC, Lin YJ, Lu KC, Chiang HS, Chang CC, Yang LK. Music therapy-induced changes in salivary cortisol level are predictive of cardiovascular mortality in patients under maintenance hemodialysis. Ther Clin Risk Manag. 2017;13:263–72.CrossRef
43.
go back to reference Park DC, Lodi-Smith J, Drew L, Haber S, Hebrank A, Bischof GN, Aamodt W. The impact of sustained engagement on cognitive function in older adults: the Synapse Project. Psychol Sci. 2014;25(1):103–12.CrossRef Park DC, Lodi-Smith J, Drew L, Haber S, Hebrank A, Bischof GN, Aamodt W. The impact of sustained engagement on cognitive function in older adults: the Synapse Project. Psychol Sci. 2014;25(1):103–12.CrossRef
44.
go back to reference Tucker AM, Stern Y. Cognitive reserve in aging. Curr Alzheimer Res. 2011;8(4):354–60.CrossRef Tucker AM, Stern Y. Cognitive reserve in aging. Curr Alzheimer Res. 2011;8(4):354–60.CrossRef
45.
go back to reference Gooding LF, Abner EL, Jicha GA, Kryscio RJ, Schmitt FA. Musical Training and Late-Life Cognition. Am J Alzheimers Dis Other Demen. 2014;29(4):333–43.CrossRef Gooding LF, Abner EL, Jicha GA, Kryscio RJ, Schmitt FA. Musical Training and Late-Life Cognition. Am J Alzheimers Dis Other Demen. 2014;29(4):333–43.CrossRef
46.
go back to reference Balbag MA, Pedersen NL, Gatz M. Playing a Musical Instrument as a Protective Factor against Dementia and Cognitive Impairment: A Population-Based Twin Study. Int J Alzheimers Dis. 2014;2014: 836748. Balbag MA, Pedersen NL, Gatz M. Playing a Musical Instrument as a Protective Factor against Dementia and Cognitive Impairment: A Population-Based Twin Study. Int J Alzheimers Dis. 2014;2014: 836748.
47.
go back to reference Hanna-Pladdy B, MacKay A. The relation between instrumental musical activity and cognitive aging. Neuropsychology. 2011;25(3):378–86.CrossRef Hanna-Pladdy B, MacKay A. The relation between instrumental musical activity and cognitive aging. Neuropsychology. 2011;25(3):378–86.CrossRef
48.
go back to reference Worschech F, Marie D, Junemann K, Sinke C, Kruger THC, Grossbach M, Scholz DS, Abdili L, Kliegel M, James CE, et al. Improved Speech in Noise Perception in the Elderly After 6 Months of Musical Instruction. Front Neurosci. 2021;15: 696240.CrossRef Worschech F, Marie D, Junemann K, Sinke C, Kruger THC, Grossbach M, Scholz DS, Abdili L, Kliegel M, James CE, et al. Improved Speech in Noise Perception in the Elderly After 6 Months of Musical Instruction. Front Neurosci. 2021;15: 696240.CrossRef
49.
go back to reference Worschech F, Altenmuller E, Junemann K, Sinke C, Kruger THC, Scholz DS, Muller CAH, Kliegel M, James CE, Marie D: Evidence of cortical thickness increases in bilateral auditory brain structures following piano learning in older adults. Ann N Y Acad Sci 2022. Worschech F, Altenmuller E, Junemann K, Sinke C, Kruger THC, Scholz DS, Muller CAH, Kliegel M, James CE, Marie D: Evidence of cortical thickness increases in bilateral auditory brain structures following piano learning in older adults. Ann N Y Acad Sci 2022.
50.
go back to reference Junemann K, Marie D, Worschech F, Scholz DS, Grouiller F, Kliegel M, Van De Ville D, James CE, Kruger THC, Altenmuller E, et al. Six Months of Piano Training in Healthy Elderly Stabilizes White Matter Microstructure in the Fornix, Compared to an Active Control Group. Frontiers in aging neuroscience. 2022;14: 817889.CrossRef Junemann K, Marie D, Worschech F, Scholz DS, Grouiller F, Kliegel M, Van De Ville D, James CE, Kruger THC, Altenmuller E, et al. Six Months of Piano Training in Healthy Elderly Stabilizes White Matter Microstructure in the Fornix, Compared to an Active Control Group. Frontiers in aging neuroscience. 2022;14: 817889.CrossRef
51.
go back to reference Junemann K, Engels A, Marie D, Worschech F, Scholz DS, Grouiller F, Kliegel M, Van De Ville D, Altenmuller E, Kruger THC et al: Increased Functional Connectivity in the Right Dorsal Auditory Stream after a Full Year of Piano Training in Healthy Older Adults. In Revision. 2022. Junemann K, Engels A, Marie D, Worschech F, Scholz DS, Grouiller F, Kliegel M, Van De Ville D, Altenmuller E, Kruger THC et al: Increased Functional Connectivity in the Right Dorsal Auditory Stream after a Full Year of Piano Training in Healthy Older Adults. In Revision. 2022.
52.
go back to reference Guo X, Yamashita M, Suzuki M, Ohsawa C, Asano K, Abe N, Soshi T, Sekiyama K. Musical instrument training program improves verbal memory and neural efficiency in novice older adults. Hum Brain Mapp. 2021;42(5):1359–75.CrossRef Guo X, Yamashita M, Suzuki M, Ohsawa C, Asano K, Abe N, Soshi T, Sekiyama K. Musical instrument training program improves verbal memory and neural efficiency in novice older adults. Hum Brain Mapp. 2021;42(5):1359–75.CrossRef
53.
go back to reference Diagnostic and statistical manual of mental disorders : DSM-5: Fifth edition. Arlington, VA : American Psychiatric Publishing, [2013] ©2013; DSM-5, 2013. Diagnostic and statistical manual of mental disorders : DSM-5: Fifth edition. Arlington, VA : American Psychiatric Publishing, [2013] ©2013; DSM-5, 2013.
54.
go back to reference Colcombe SJ, Erickson KI, Scalf PE, Kim JS, Prakash R, McAuley E, Elavsky S, Marquez DX, Hu L, Kramer AF. Aerobic exercise training increases brain volume in aging humans. J Gerontol A Biol Sci Med Sci. 2006;61(11):1166–70.CrossRef Colcombe SJ, Erickson KI, Scalf PE, Kim JS, Prakash R, McAuley E, Elavsky S, Marquez DX, Hu L, Kramer AF. Aerobic exercise training increases brain volume in aging humans. J Gerontol A Biol Sci Med Sci. 2006;61(11):1166–70.CrossRef
55.
go back to reference Sanders LMJ, Hortobagyi T, la Bastide-van GS, van der Zee EA, van Heuvelen MJG. Dose-response relationship between exercise and cognitive function in older adults with and without cognitive impairment: A systematic review and meta-analysis. PLoS ONE. 2019;14(1): e0210036.CrossRef Sanders LMJ, Hortobagyi T, la Bastide-van GS, van der Zee EA, van Heuvelen MJG. Dose-response relationship between exercise and cognitive function in older adults with and without cognitive impairment: A systematic review and meta-analysis. PLoS ONE. 2019;14(1): e0210036.CrossRef
56.
go back to reference Liu J, Tao J, Liu W, Huang J, Xue X, Li M, Yang M, Zhu J, Lang C, Park J, et al. Different modulation effects of Tai Chi Chuan and Baduanjin on resting-state functional connectivity of the default mode network in older adults. Soc Cogn Affect Neurosci. 2019;14(2):217–24.CrossRef Liu J, Tao J, Liu W, Huang J, Xue X, Li M, Yang M, Zhu J, Lang C, Park J, et al. Different modulation effects of Tai Chi Chuan and Baduanjin on resting-state functional connectivity of the default mode network in older adults. Soc Cogn Affect Neurosci. 2019;14(2):217–24.CrossRef
57.
go back to reference Tsang WW, Hui-Chan CW. Effects of tai chi on joint proprioception and stability limits in elderly subjects. Med Sci Sports Exerc. 2003;35(12):1962–71.CrossRef Tsang WW, Hui-Chan CW. Effects of tai chi on joint proprioception and stability limits in elderly subjects. Med Sci Sports Exerc. 2003;35(12):1962–71.CrossRef
58.
go back to reference Rosado H, Bravo J, Raimundo A, Mendes F, Branco L, Pereira C: A 12-week multimodal exercise program can improve physical and cognitive functioning risk factors for falls in community-dwelling older adults: preliminary results of a psychomotor intervention. European Journal of Public Health 2019, 29(Supplement_1):ckz034. Rosado H, Bravo J, Raimundo A, Mendes F, Branco L, Pereira C: A 12-week multimodal exercise program can improve physical and cognitive functioning risk factors for falls in community-dwelling older adults: preliminary results of a psychomotor intervention. European Journal of Public Health 2019, 29(Supplement_1):ckz034.
59.
go back to reference Zhang Y, Li C, Zou L, Liu X, Song W: The Effects of Mind-Body Exercise on Cognitive Performance in Elderly: A Systematic Review and Meta-Analysis. Int J Environ Res Public Health 2018, 15(12). Zhang Y, Li C, Zou L, Liu X, Song W: The Effects of Mind-Body Exercise on Cognitive Performance in Elderly: A Systematic Review and Meta-Analysis. Int J Environ Res Public Health 2018, 15(12).
60.
go back to reference Bergland A, Olsen CF, Ekerholt K. The effect of psychomotor physical therapy on health-related quality of life, pain, coping, self-esteem, and social support. Physiother Res Int. 2018;23(4): e1723.CrossRef Bergland A, Olsen CF, Ekerholt K. The effect of psychomotor physical therapy on health-related quality of life, pain, coping, self-esteem, and social support. Physiother Res Int. 2018;23(4): e1723.CrossRef
61.
go back to reference Delbaere K, Kochan NA, Close JCT, Menant JC, Sturnieks DL, Brodaty H, Sachdev PS, Lord SR. Mild Cognitive Impairment as a Predictor of Falls in Community-Dwelling Older People. Am J Geriat Psychiat. 2012;20(10):845–53.CrossRef Delbaere K, Kochan NA, Close JCT, Menant JC, Sturnieks DL, Brodaty H, Sachdev PS, Lord SR. Mild Cognitive Impairment as a Predictor of Falls in Community-Dwelling Older People. Am J Geriat Psychiat. 2012;20(10):845–53.CrossRef
62.
go back to reference Biasutti M, Mangiacotti A. Assessing a cognitive music training for older participants: a randomised controlled trial. Int J Geriatr Psychiatry. 2018;33(2):271–8.CrossRef Biasutti M, Mangiacotti A. Assessing a cognitive music training for older participants: a randomised controlled trial. Int J Geriatr Psychiatry. 2018;33(2):271–8.CrossRef
63.
go back to reference Biasutti M, Mangiacotti A. Music Training Improves Depressed Mood Symptoms in Elderly People: A Randomized Controlled Trial. Int J Aging Hum Dev. 2021;92(1):115–33.CrossRef Biasutti M, Mangiacotti A. Music Training Improves Depressed Mood Symptoms in Elderly People: A Randomized Controlled Trial. Int J Aging Hum Dev. 2021;92(1):115–33.CrossRef
64.
go back to reference Folstein MF, Folstein SE, McHugh PR. “Mini-Mental State”: A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–98. Folstein MF, Folstein SE, McHugh PR. “Mini-Mental State”: A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–98.
65.
go back to reference Dorris JL, Neely S, Terhorst L, VonVille HM, Rodakowski J. Effects of music participation for mild cognitive impairment and dementia: A systematic review and meta-analysis. J Am Geriatr Soc. 2021;69(9):2659–67.CrossRef Dorris JL, Neely S, Terhorst L, VonVille HM, Rodakowski J. Effects of music participation for mild cognitive impairment and dementia: A systematic review and meta-analysis. J Am Geriatr Soc. 2021;69(9):2659–67.CrossRef
66.
go back to reference Ito E, Nouchi R, Dinet J, Cheng C-H, Husebø BS: The Effect of Music-Based Intervention on General Cognitive and Executive Functions, and Episodic Memory in People with Mild Cognitive Impairment and Dementia: A Systematic Review and Meta-Analysis of Recent Randomized Controlled Trials. In: Healthcare: 2022: Multidisciplinary Digital Publishing Institute; 2022: 1462. Ito E, Nouchi R, Dinet J, Cheng C-H, Husebø BS: The Effect of Music-Based Intervention on General Cognitive and Executive Functions, and Episodic Memory in People with Mild Cognitive Impairment and Dementia: A Systematic Review and Meta-Analysis of Recent Randomized Controlled Trials. In: Healthcare: 2022: Multidisciplinary Digital Publishing Institute; 2022: 1462.
67.
go back to reference Cespon J, Miniussi C, Pellicciari MC. Interventional programmes to improve cognition during healthy and pathological ageing: Cortical modulations and evidence for brain plasticity. Ageing Res Rev. 2018;43:81–98.CrossRef Cespon J, Miniussi C, Pellicciari MC. Interventional programmes to improve cognition during healthy and pathological ageing: Cortical modulations and evidence for brain plasticity. Ageing Res Rev. 2018;43:81–98.CrossRef
68.
go back to reference Simon SS, Hampstead BM, Nucci MP, Duran FLS, Fonseca LM, Martin M, Avila R, Porto FHG, Brucki SMD, Martins CB, et al. Cognitive and Brain Activity Changes After Mnemonic Strategy Training in Amnestic Mild Cognitive Impairment: Evidence From a Randomized Controlled Trial. Frontiers in aging neuroscience. 2018;10:342.CrossRef Simon SS, Hampstead BM, Nucci MP, Duran FLS, Fonseca LM, Martin M, Avila R, Porto FHG, Brucki SMD, Martins CB, et al. Cognitive and Brain Activity Changes After Mnemonic Strategy Training in Amnestic Mild Cognitive Impairment: Evidence From a Randomized Controlled Trial. Frontiers in aging neuroscience. 2018;10:342.CrossRef
69.
go back to reference Train the Brain Consortium: Randomized trial on the effects of a combined physical/cognitive training in aged MCI subjects: the Train the Brain study. Sci Rep 2017;7:39471. Train the Brain Consortium: Randomized trial on the effects of a combined physical/cognitive training in aged MCI subjects: the Train the Brain study. Sci Rep 2017;7:39471.
70.
go back to reference Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E. Mild Cognitive Impairment: Clinical Characterization and Outcome. Arch Neurol. 1999;56(3):303–8.CrossRef Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E. Mild Cognitive Impairment: Clinical Characterization and Outcome. Arch Neurol. 1999;56(3):303–8.CrossRef
71.
go back to reference Petersen RC. Mild cognitive impairment as a diagnostic entity. J Intern Med. 2004;256(3):183–94.CrossRef Petersen RC. Mild cognitive impairment as a diagnostic entity. J Intern Med. 2004;256(3):183–94.CrossRef
72.
go back to reference Petersen RC: Mild Cognitive Impairment. Continuum (Minneap Minn) 2016, 22(2 Dementia):404–418. Petersen RC: Mild Cognitive Impairment. Continuum (Minneap Minn) 2016, 22(2 Dementia):404–418.
73.
go back to reference Kaduszkiewicz H, Eisele M, Wiese B, Prokein J, Luppa M, Luck T, Jessen F, Bickel H, Mosch E, Pentzek M, et al. Prognosis of mild cognitive impairment in general practice: results of the German AgeCoDe study. Ann Fam Med. 2014;12(2):158–65.CrossRef Kaduszkiewicz H, Eisele M, Wiese B, Prokein J, Luppa M, Luck T, Jessen F, Bickel H, Mosch E, Pentzek M, et al. Prognosis of mild cognitive impairment in general practice: results of the German AgeCoDe study. Ann Fam Med. 2014;12(2):158–65.CrossRef
74.
go back to reference Busse A, Hensel A, Guhne U, Angermeyer MC, Riedel-Heller SG. Mild cognitive impairment: long-term course of four clinical subtypes. Neurology. 2006;67(12):2176–85.CrossRef Busse A, Hensel A, Guhne U, Angermeyer MC, Riedel-Heller SG. Mild cognitive impairment: long-term course of four clinical subtypes. Neurology. 2006;67(12):2176–85.CrossRef
75.
go back to reference Eaton SB, Eaton SB. An evolutionary perspective on human physical activity: implications for health. Comparative Biochemistry and Physiology a-Molecular & Integrative Physiology. 2003;136(1):153–9.CrossRef Eaton SB, Eaton SB. An evolutionary perspective on human physical activity: implications for health. Comparative Biochemistry and Physiology a-Molecular & Integrative Physiology. 2003;136(1):153–9.CrossRef
76.
go back to reference Raichlen DA, Alexander GE. Adaptive Capacity: An Evolutionary Neuroscience Model Linking Exercise, Cognition, and Brain Health. Trends Neurosci. 2017;40(7):408–21.CrossRef Raichlen DA, Alexander GE. Adaptive Capacity: An Evolutionary Neuroscience Model Linking Exercise, Cognition, and Brain Health. Trends Neurosci. 2017;40(7):408–21.CrossRef
77.
go back to reference McMorris T, Hale BJ. Differential effects of differing intensities of acute exercise on speed and accuracy of cognition: a meta-analytical investigation. Brain Cogn. 2012;80(3):338–51.CrossRef McMorris T, Hale BJ. Differential effects of differing intensities of acute exercise on speed and accuracy of cognition: a meta-analytical investigation. Brain Cogn. 2012;80(3):338–51.CrossRef
78.
go back to reference Davydov DM, Stewart R, Ritchie K, Chaudieu I. Resilience and mental health. Clin Psychol Rev. 2010;30(5):479–95.CrossRef Davydov DM, Stewart R, Ritchie K, Chaudieu I. Resilience and mental health. Clin Psychol Rev. 2010;30(5):479–95.CrossRef
79.
go back to reference Breitling LP, Wolf M, Muller H, Raum E, Kliegel M, Brenner H. Large-scale application of a telephone-based test of cognitive functioning in older adults. Dement Geriatr Cogn Disord. 2010;30(4):309–16.CrossRef Breitling LP, Wolf M, Muller H, Raum E, Kliegel M, Brenner H. Large-scale application of a telephone-based test of cognitive functioning in older adults. Dement Geriatr Cogn Disord. 2010;30(4):309–16.CrossRef
80.
go back to reference Ihle A, Gouveia ER, Gouveia BR, Kliegel M. The Cognitive Telephone Screening Instrument (COGTEL): A Brief, Reliable, and Valid Tool for Capturing Interindividual Differences in Cognitive Functioning in Epidemiological and Aging Studies. Dement Geriatr Cogn Dis Extra. 2017;7(3):339–45.CrossRef Ihle A, Gouveia ER, Gouveia BR, Kliegel M. The Cognitive Telephone Screening Instrument (COGTEL): A Brief, Reliable, and Valid Tool for Capturing Interindividual Differences in Cognitive Functioning in Epidemiological and Aging Studies. Dement Geriatr Cogn Dis Extra. 2017;7(3):339–45.CrossRef
81.
go back to reference Gouveia ER, Smailagic A, Ihle A, Marques A, Gouveia BR, Cameirao M, Sousa H, Kliegel M, Siewiorek D. The Efficacy of a Multicomponent Functional Fitness Program Based on Exergaming on Cognitive Functioning of Healthy Older Adults: A Randomized Controlled Trial. J Aging Phys Act. 2020;29(4):586–94.CrossRef Gouveia ER, Smailagic A, Ihle A, Marques A, Gouveia BR, Cameirao M, Sousa H, Kliegel M, Siewiorek D. The Efficacy of a Multicomponent Functional Fitness Program Based on Exergaming on Cognitive Functioning of Healthy Older Adults: A Randomized Controlled Trial. J Aging Phys Act. 2020;29(4):586–94.CrossRef
82.
go back to reference Vallet F, Mella N, Ihle A, Beaudoin M, Fagot D, Ballhausen N, Baeriswyl M, Schlemmer M, Oris M, Kliegel M, et al. Motivation as a Mediator of the Relation Between Cognitive Reserve and Cognitive Performance. Journals of Gerontology Series B-Psychological Sciences and Social Sciences. 2020;75(6):1199–205.CrossRef Vallet F, Mella N, Ihle A, Beaudoin M, Fagot D, Ballhausen N, Baeriswyl M, Schlemmer M, Oris M, Kliegel M, et al. Motivation as a Mediator of the Relation Between Cognitive Reserve and Cognitive Performance. Journals of Gerontology Series B-Psychological Sciences and Social Sciences. 2020;75(6):1199–205.CrossRef
83.
go back to reference Perna L, Mons U, Rujescu D, Kliegel M, Brenner H. Apolipoprotein E e4 and Cognitive Function: A Modifiable Association Results from Two Independent Cohort Studies. Dement Geriatr Cogn Disord. 2016;41(1–2):35–45.CrossRef Perna L, Mons U, Rujescu D, Kliegel M, Brenner H. Apolipoprotein E e4 and Cognitive Function: A Modifiable Association Results from Two Independent Cohort Studies. Dement Geriatr Cogn Disord. 2016;41(1–2):35–45.CrossRef
84.
go back to reference Breitling LP, Olsen H, Müller H, Schöttker B, Kliegel M, Brenner H. Self-or physician-reported diabetes, glycemia markers, and cognitive functioning in older adults in Germany. Am J Geriatr Psychiatry. 2014;22(11):1105–15.CrossRef Breitling LP, Olsen H, Müller H, Schöttker B, Kliegel M, Brenner H. Self-or physician-reported diabetes, glycemia markers, and cognitive functioning in older adults in Germany. Am J Geriatr Psychiatry. 2014;22(11):1105–15.CrossRef
85.
go back to reference Perna L, Mons U, Kliegel M, Brenner H. Serum 25-hydroxyvitamin D and cognitive decline: a longitudinal study among non-demented older adults. Dement Geriatr Cogn Disord. 2014;38(3–4):254–63.CrossRef Perna L, Mons U, Kliegel M, Brenner H. Serum 25-hydroxyvitamin D and cognitive decline: a longitudinal study among non-demented older adults. Dement Geriatr Cogn Disord. 2014;38(3–4):254–63.CrossRef
86.
go back to reference Alexopoulos P, Skondra M, Kontogianni E, Vratsista A, Frounta M, Konstantopoulou G, Aligianni SL, Charalampopoulou M, Lentzari I, Gourzis P: Validation of the Cognitive Telephone Screening Instruments COGTEL and COGTEL+ in Identifying Clinically Diagnosed Neurocognitive Disorder Due to Alzheimer’s Disease in a Naturalistic Clinical Setting. Journal of Alzheimer's Disease 2021(Preprint):1–10. Alexopoulos P, Skondra M, Kontogianni E, Vratsista A, Frounta M, Konstantopoulou G, Aligianni SL, Charalampopoulou M, Lentzari I, Gourzis P: Validation of the Cognitive Telephone Screening Instruments COGTEL and COGTEL+ in Identifying Clinically Diagnosed Neurocognitive Disorder Due to Alzheimer’s Disease in a Naturalistic Clinical Setting. Journal of Alzheimer's Disease 2021(Preprint):1–10.
87.
go back to reference Tweed LM, Rogers EN, Kinnafick FE: Literature on peer-based community physical activity programmes for mental health service users: a scoping review. Health Psychol Rev 2020:1–27. Tweed LM, Rogers EN, Kinnafick FE: Literature on peer-based community physical activity programmes for mental health service users: a scoping review. Health Psychol Rev 2020:1–27.
88.
go back to reference Brickenkamp R, Zillmer E: The d2 Test of Attention. 1998. Goettingen, Hogrefe 1998. Brickenkamp R, Zillmer E: The d2 Test of Attention. 1998. Goettingen, Hogrefe 1998.
89.
go back to reference Brickenkamp R, Schmidt-Atzert L, Liepmann D: Test d2-Revision: Aufmerksamkeits-und Konzentrationstest: Hogrefe Göttingen; 2010. Brickenkamp R, Schmidt-Atzert L, Liepmann D: Test d2-Revision: Aufmerksamkeits-und Konzentrationstest: Hogrefe Göttingen; 2010.
90.
go back to reference Strauss PPE, Strauss E, Sherman NAAPDPCNEMS, Sherman EMS, Spreen O: A Compendium of Neuropsychological Tests: Administration, Norms, and Commentary: Oxford University Press; 2006. Strauss PPE, Strauss E, Sherman NAAPDPCNEMS, Sherman EMS, Spreen O: A Compendium of Neuropsychological Tests: Administration, Norms, and Commentary: Oxford University Press; 2006.
91.
go back to reference Enge S, Behnke A, Fleischhauer M, Kuttler L, Kliegel M, Strobel A. No evidence for true training and transfer effects after inhibitory control training in young healthy adults. J Exp Psychol Learn Mem Cogn. 2014;40(4):987–1001.CrossRef Enge S, Behnke A, Fleischhauer M, Kuttler L, Kliegel M, Strobel A. No evidence for true training and transfer effects after inhibitory control training in young healthy adults. J Exp Psychol Learn Mem Cogn. 2014;40(4):987–1001.CrossRef
92.
go back to reference Migo EM, Mitterschiffthaler M, O’Daly O, Dawson GR, Dourish CT, Craig KJ, Simmons A, Wilcock GK, McCulloch E, Jackson SH, et al. Alterations in working memory networks in amnestic mild cognitive impairment. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn. 2015;22(1):106–27. Migo EM, Mitterschiffthaler M, O’Daly O, Dawson GR, Dourish CT, Craig KJ, Simmons A, Wilcock GK, McCulloch E, Jackson SH, et al. Alterations in working memory networks in amnestic mild cognitive impairment. Neuropsychol Dev Cogn B Aging Neuropsychol Cogn. 2015;22(1):106–27.
93.
go back to reference Aprahamian I, Martinelli JE, Neri AL, Yassuda MS. The Clock Drawing Test: A review of its accuracy in screening for dementia. Dement Neuropsychol. 2009;3(2):74–81.CrossRef Aprahamian I, Martinelli JE, Neri AL, Yassuda MS. The Clock Drawing Test: A review of its accuracy in screening for dementia. Dement Neuropsychol. 2009;3(2):74–81.CrossRef
94.
go back to reference Lafayette: Purdue Pegboard Model# 32020: instructions and normative data. Lafayette Instruments 1999. Lafayette: Purdue Pegboard Model# 32020: instructions and normative data. Lafayette Instruments 1999.
95.
go back to reference Bohannon RW, Tudini F. Unipedal balance test for older adults: a systematic review and meta-analysis of studies providing normative data. Physiotherapy. 2018;104(4):376–82.CrossRef Bohannon RW, Tudini F. Unipedal balance test for older adults: a systematic review and meta-analysis of studies providing normative data. Physiotherapy. 2018;104(4):376–82.CrossRef
96.
go back to reference Williams LJ, Braithwaite FA, Leake HB, McDonnell MN, Peto DK, Moseley GL, Hillier SL. Reliability and validity of a mobile tablet for assessing left/right judgements. Musculoskeletal Science and Practice. 2019;40:45–52.CrossRef Williams LJ, Braithwaite FA, Leake HB, McDonnell MN, Peto DK, Moseley GL, Hillier SL. Reliability and validity of a mobile tablet for assessing left/right judgements. Musculoskeletal Science and Practice. 2019;40:45–52.CrossRef
97.
go back to reference Jutten RJ, Peeters CFW, Leijdesdorff SMJ, Visser PJ, Maier AB, Terwee CB, Scheltens P, Sikkes SAM. Detecting functional decline from normal aging to dementia: Development and validation of a short version of the Amsterdam IADL Questionnaire. Alzheimers Dement (Amst). 2017;8:26–35.CrossRef Jutten RJ, Peeters CFW, Leijdesdorff SMJ, Visser PJ, Maier AB, Terwee CB, Scheltens P, Sikkes SAM. Detecting functional decline from normal aging to dementia: Development and validation of a short version of the Amsterdam IADL Questionnaire. Alzheimers Dement (Amst). 2017;8:26–35.CrossRef
98.
go back to reference Baumann C, Erpelding ML, Regat S, Collin JF, Briancon S. The WHOQOL-BREF questionnaire: French adult population norms for the physical health, psychological health and social relationship dimensions. Rev Epidemiol Sante Publique. 2010;58(1):33–9.CrossRef Baumann C, Erpelding ML, Regat S, Collin JF, Briancon S. The WHOQOL-BREF questionnaire: French adult population norms for the physical health, psychological health and social relationship dimensions. Rev Epidemiol Sante Publique. 2010;58(1):33–9.CrossRef
99.
go back to reference James CE, Zuber S, Dupuis-Lozeron E, Abdili L, Gervaise D, Kliegel M. Formal String Instrument Training in a Class Setting Enhances Cognitive and Sensorimotor Development of Primary School Children. Front Neurosci. 2020;14:567.CrossRef James CE, Zuber S, Dupuis-Lozeron E, Abdili L, Gervaise D, Kliegel M. Formal String Instrument Training in a Class Setting Enhances Cognitive and Sensorimotor Development of Primary School Children. Front Neurosci. 2020;14:567.CrossRef
100.
go back to reference Bugos J, Mostafa W: Musical training enhances information processing speed. Bulletin of the Council for Research in Music Education 2011:7–18. Bugos J, Mostafa W: Musical training enhances information processing speed. Bulletin of the Council for Research in Music Education 2011:7–18.
101.
go back to reference Bugos JA. The Effects of Bimanual Coordination in Music Interventions on Executive Functions in Aging Adults. Front Integr Neurosci. 2019;13:68.CrossRef Bugos JA. The Effects of Bimanual Coordination in Music Interventions on Executive Functions in Aging Adults. Front Integr Neurosci. 2019;13:68.CrossRef
102.
go back to reference Schneider S, Münte T, Rodriguez-Fornells A, Sailer M, Altenmüller E. Music-Supported Training is More Efficient than Functional Motor Training for Recovery of Fine Motor Skills in Stroke Patients. Music Perception: An Interdisciplinary Journal. 2010;27(4):271–80.CrossRef Schneider S, Münte T, Rodriguez-Fornells A, Sailer M, Altenmüller E. Music-Supported Training is More Efficient than Functional Motor Training for Recovery of Fine Motor Skills in Stroke Patients. Music Perception: An Interdisciplinary Journal. 2010;27(4):271–80.CrossRef
103.
go back to reference Moore KS. A Systematic Review on the Neural Effects of Music on Emotion Regulation: Implications for Music Therapy Practice. J Music Ther. 2013;50(3):198–242.CrossRef Moore KS. A Systematic Review on the Neural Effects of Music on Emotion Regulation: Implications for Music Therapy Practice. J Music Ther. 2013;50(3):198–242.CrossRef
104.
go back to reference Oechslin MS, Van De Ville D, Lazeyras F, Hauert CA, James CE. Degree of musical expertise modulates higher order brain functioning. Cereb Cortex. 2013;23(9):2213–24.CrossRef Oechslin MS, Van De Ville D, Lazeyras F, Hauert CA, James CE. Degree of musical expertise modulates higher order brain functioning. Cereb Cortex. 2013;23(9):2213–24.CrossRef
105.
go back to reference Sluming V, Barrick T, Howard M, Cezayirli E, Mayes A, Roberts N. Voxel-based morphometry reveals increased gray matter density in Broca’s area in male symphony orchestra musicians. Neuroimage. 2002;17(3):1613–22. Sluming V, Barrick T, Howard M, Cezayirli E, Mayes A, Roberts N. Voxel-based morphometry reveals increased gray matter density in Broca’s area in male symphony orchestra musicians. Neuroimage. 2002;17(3):1613–22.
106.
go back to reference Chen JL, Penhune VB, Zatorre RJ. Moving on time: brain network for auditory-motor synchronization is modulated by rhythm complexity and musical training. J Cogn Neurosci. 2008;20(2):226–39.CrossRef Chen JL, Penhune VB, Zatorre RJ. Moving on time: brain network for auditory-motor synchronization is modulated by rhythm complexity and musical training. J Cogn Neurosci. 2008;20(2):226–39.CrossRef
107.
go back to reference Groussard M, Viader F, Landeau B, Desgranges B, Eustache F, Platel H. The effects of musical practice on structural plasticity: the dynamics of grey matter changes. Brain Cogn. 2014;90:174–80.CrossRef Groussard M, Viader F, Landeau B, Desgranges B, Eustache F, Platel H. The effects of musical practice on structural plasticity: the dynamics of grey matter changes. Brain Cogn. 2014;90:174–80.CrossRef
108.
go back to reference Herdener M, Esposito F, di Salle F, Boller C, Hilti CC, Habermeyer B, Scheffler K, Wetzel S, Seifritz E, Cattapan-Ludewig K. Musical training induces functional plasticity in human hippocampus. J Neurosci. 2010;30(4):1377–84.CrossRef Herdener M, Esposito F, di Salle F, Boller C, Hilti CC, Habermeyer B, Scheffler K, Wetzel S, Seifritz E, Cattapan-Ludewig K. Musical training induces functional plasticity in human hippocampus. J Neurosci. 2010;30(4):1377–84.CrossRef
109.
go back to reference Boyke J, Driemeyer J, Gaser C, Buchel C, May A. Training-induced brain structure changes in the elderly. J Neurosci. 2008;28(28):7031–5.CrossRef Boyke J, Driemeyer J, Gaser C, Buchel C, May A. Training-induced brain structure changes in the elderly. J Neurosci. 2008;28(28):7031–5.CrossRef
110.
go back to reference Arcos-Burgos M, Lopera F, Sepulveda-Falla D, Mastronardi C. Neural Plasticity during Aging. Neural Plast. 2019;2019:6042132.CrossRef Arcos-Burgos M, Lopera F, Sepulveda-Falla D, Mastronardi C. Neural Plasticity during Aging. Neural Plast. 2019;2019:6042132.CrossRef
111.
go back to reference Rehfeld K, Luders A, Hokelmann A, Lessmann V, Kaufmann J, Brigadski T, Muller P, Muller NG. Dance training is superior to repetitive physical exercise in inducing brain plasticity in the elderly. PLoS ONE. 2018;13(7): e0196636.CrossRef Rehfeld K, Luders A, Hokelmann A, Lessmann V, Kaufmann J, Brigadski T, Muller P, Muller NG. Dance training is superior to repetitive physical exercise in inducing brain plasticity in the elderly. PLoS ONE. 2018;13(7): e0196636.CrossRef
112.
go back to reference Granert O, Peller M, Jabusch HC, Altenmuller E, Siebner HR. Sensorimotor skills and focal dystonia are linked to putaminal grey-matter volume in pianists. J Neurol Neurosurg Psychiatry. 2011;82(11):1225–31.CrossRef Granert O, Peller M, Jabusch HC, Altenmuller E, Siebner HR. Sensorimotor skills and focal dystonia are linked to putaminal grey-matter volume in pianists. J Neurol Neurosurg Psychiatry. 2011;82(11):1225–31.CrossRef
113.
go back to reference James CE, Oechslin MS, Van De Ville D, Hauert CA, Descloux C, Lazeyras F. Musical training intensity yields opposite effects on grey matter density in cognitive versus sensorimotor networks. Brain Struct Funct. 2014;219(1):353–66.CrossRef James CE, Oechslin MS, Van De Ville D, Hauert CA, Descloux C, Lazeyras F. Musical training intensity yields opposite effects on grey matter density in cognitive versus sensorimotor networks. Brain Struct Funct. 2014;219(1):353–66.CrossRef
114.
go back to reference Rojo N, Amengual J, Juncadella M, Rubio F, Camara E, Marco-Pallares J, Schneider S, Veciana M, Montero J, Mohammadi B, et al. Music-supported therapy induces plasticity in the sensorimotor cortex in chronic stroke: a single-case study using multimodal imaging (fMRI-TMS). Brain injury : [BI]. 2011;25(7–8):787–93. Rojo N, Amengual J, Juncadella M, Rubio F, Camara E, Marco-Pallares J, Schneider S, Veciana M, Montero J, Mohammadi B, et al. Music-supported therapy induces plasticity in the sensorimotor cortex in chronic stroke: a single-case study using multimodal imaging (fMRI-TMS). Brain injury : [BI]. 2011;25(7–8):787–93.
115.
go back to reference Schneider P, Sluming V, Roberts N, Scherg M, Goebel R, Specht HJ, Dosch HG, Bleeck S, Stippich C, Rupp A. Structural and functional asymmetry of lateral Heschl’s gyrus reflects pitch perception preference. Nat Neurosci. 2005;8(9):1241–7. Schneider P, Sluming V, Roberts N, Scherg M, Goebel R, Specht HJ, Dosch HG, Bleeck S, Stippich C, Rupp A. Structural and functional asymmetry of lateral Heschl’s gyrus reflects pitch perception preference. Nat Neurosci. 2005;8(9):1241–7.
116.
go back to reference Herholz SC, Zatorre RJ. Musical training as a framework for brain plasticity: behavior, function, and structure. Neuron. 2012;76(3):486–502.CrossRef Herholz SC, Zatorre RJ. Musical training as a framework for brain plasticity: behavior, function, and structure. Neuron. 2012;76(3):486–502.CrossRef
117.
go back to reference Strait DL, Kraus N. Can you hear me now? Musical training shapes functional brain networks for selective auditory attention and hearing speech in noise. Front Psychol. 2011;2:113.CrossRef Strait DL, Kraus N. Can you hear me now? Musical training shapes functional brain networks for selective auditory attention and hearing speech in noise. Front Psychol. 2011;2:113.CrossRef
118.
go back to reference Wen W, Zhu W, He Y, Kochan NA, Reppermund S, Slavin MJ, Brodaty H, Crawford J, Xia A, Sachdev P. Discrete neuroanatomical networks are associated with specific cognitive abilities in old age. J Neurosci. 2011;31(4):1204–12.CrossRef Wen W, Zhu W, He Y, Kochan NA, Reppermund S, Slavin MJ, Brodaty H, Crawford J, Xia A, Sachdev P. Discrete neuroanatomical networks are associated with specific cognitive abilities in old age. J Neurosci. 2011;31(4):1204–12.CrossRef
119.
go back to reference Grady CL, Protzner AB, Kovacevic N, Strother SC, Afshin-Pour B, Wojtowicz M, Anderson JA, Churchill N, McIntosh AR. A multivariate analysis of age-related differences in default mode and task-positive networks across multiple cognitive domains. Cereb Cortex. 2010;20(6):1432–47.CrossRef Grady CL, Protzner AB, Kovacevic N, Strother SC, Afshin-Pour B, Wojtowicz M, Anderson JA, Churchill N, McIntosh AR. A multivariate analysis of age-related differences in default mode and task-positive networks across multiple cognitive domains. Cereb Cortex. 2010;20(6):1432–47.CrossRef
120.
go back to reference Farhang M, Miranda-Castillo C, Rubio M, Furtado G. Impact of mind-body interventions in older adults with mild cognitive impairment: a systematic review. Int Psychogeriatr. 2019;31(5):643–66.CrossRef Farhang M, Miranda-Castillo C, Rubio M, Furtado G. Impact of mind-body interventions in older adults with mild cognitive impairment: a systematic review. Int Psychogeriatr. 2019;31(5):643–66.CrossRef
121.
go back to reference Christophe V, Antoine P, Leroy T, Delelis G. Évaluation de deux stratégies de régulation émotionnelle: la suppression expressive et la réévaluation cognitive. Eur Rev Appl Psychol. 2009;59(1):59–67.CrossRef Christophe V, Antoine P, Leroy T, Delelis G. Évaluation de deux stratégies de régulation émotionnelle: la suppression expressive et la réévaluation cognitive. Eur Rev Appl Psychol. 2009;59(1):59–67.CrossRef
122.
go back to reference Hortobagyi T, Lesinski M, Gabler M, VanSwearingen JM, Malatesta D, Granacher U. Effects of Three Types of Exercise Interventions on Healthy Old Adults’ Gait Speed: A Systematic Review and Meta-Analysis. Sports Med. 2015;45(12):1627–43. Hortobagyi T, Lesinski M, Gabler M, VanSwearingen JM, Malatesta D, Granacher U. Effects of Three Types of Exercise Interventions on Healthy Old Adults’ Gait Speed: A Systematic Review and Meta-Analysis. Sports Med. 2015;45(12):1627–43.
123.
go back to reference Seghatoleslami A, Afif AH, Irandoust K, Taheri M. The impact of pilates exercises on motor control of inactive middle-aged women. Sleep and Hypnosis (Online). 2018;20(4):262–6.CrossRef Seghatoleslami A, Afif AH, Irandoust K, Taheri M. The impact of pilates exercises on motor control of inactive middle-aged women. Sleep and Hypnosis (Online). 2018;20(4):262–6.CrossRef
124.
go back to reference Pereira C, Rosado H, Cruz-Ferreira A, Marmeleira J. Effects of a 10-week multimodal exercise program on physical and cognitive function of nursing home residents: a psychomotor intervention pilot study. Aging Clin Exp Res. 2018;30(5):471–9.CrossRef Pereira C, Rosado H, Cruz-Ferreira A, Marmeleira J. Effects of a 10-week multimodal exercise program on physical and cognitive function of nursing home residents: a psychomotor intervention pilot study. Aging Clin Exp Res. 2018;30(5):471–9.CrossRef
125.
go back to reference Giacosa C, Karpati FJ, Foster NE, Penhune VB, Hyde KL. Dance and music training have different effects on white matter diffusivity in sensorimotor pathways. Neuroimage. 2016;135:273–86.CrossRef Giacosa C, Karpati FJ, Foster NE, Penhune VB, Hyde KL. Dance and music training have different effects on white matter diffusivity in sensorimotor pathways. Neuroimage. 2016;135:273–86.CrossRef
126.
go back to reference Ward JH Jr. Hierarchical grouping to optimize an objective function. J Am Stat Assoc. 1963;58(301):236–44.CrossRef Ward JH Jr. Hierarchical grouping to optimize an objective function. J Am Stat Assoc. 1963;58(301):236–44.CrossRef
127.
go back to reference Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):361–70.CrossRef Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67(6):361–70.CrossRef
128.
go back to reference Ciesielska N, Sokołowski R, Mazur E, Podhorecka M, Polak-Szabela A, Kędziora-Kornatowska K. Is the Montreal Cognitive Assessment (MoCA) test better suited than the Mini-Mental State Examination (MMSE) in mild cognitive impairment (MCI) detection among people aged over 60? Meta-analysis Psychiatr Pol. 2016;50(5):1039–52.CrossRef Ciesielska N, Sokołowski R, Mazur E, Podhorecka M, Polak-Szabela A, Kędziora-Kornatowska K. Is the Montreal Cognitive Assessment (MoCA) test better suited than the Mini-Mental State Examination (MMSE) in mild cognitive impairment (MCI) detection among people aged over 60? Meta-analysis Psychiatr Pol. 2016;50(5):1039–52.CrossRef
129.
go back to reference Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.CrossRef Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, Cummings JL, Chertkow H. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.CrossRef
130.
go back to reference Trzepacz PT, Hochstetler H, Wang S, Walker B, Saykin AJ. Alzheimer’s Disease Neuroimaging I: Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults. BMC Geriatr. 2015;15:107. Trzepacz PT, Hochstetler H, Wang S, Walker B, Saykin AJ. Alzheimer’s Disease Neuroimaging I: Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults. BMC Geriatr. 2015;15:107.
131.
go back to reference Roalf DR, Moberg PJ, Xie SX, Wolk DA, Moelter ST, Arnold SE. Comparative accuracies of two common screening instruments for classification of Alzheimer’s disease, mild cognitive impairment, and healthy aging. Alzheimer’s Dementia. 2013;9(5):529–37. Roalf DR, Moberg PJ, Xie SX, Wolk DA, Moelter ST, Arnold SE. Comparative accuracies of two common screening instruments for classification of Alzheimer’s disease, mild cognitive impairment, and healthy aging. Alzheimer’s Dementia. 2013;9(5):529–37.
132.
go back to reference Veale JF: Edinburgh handedness inventory–short form: a revised version based on confirmatory factor analysis. Laterality: Asymmetries of Body, Brain and Cognition 2014, 19(2):164–177. Veale JF: Edinburgh handedness inventory–short form: a revised version based on confirmatory factor analysis. Laterality: Asymmetries of Body, Brain and Cognition 2014, 19(2):164–177.
133.
go back to reference Isaacs KL, Barr WB, Nelson PK, Devinsky O. Degree of handedness and cerebral dominance. Neurology. 2006;66(12):1855–8.CrossRef Isaacs KL, Barr WB, Nelson PK, Devinsky O. Degree of handedness and cerebral dominance. Neurology. 2006;66(12):1855–8.CrossRef
134.
go back to reference Biduła SP, Przybylski Ł, Pawlak MA, Króliczak G. Unique neural characteristics of atypical lateralization of language in healthy individuals. Front Neurosci. 2017;11:525.CrossRef Biduła SP, Przybylski Ł, Pawlak MA, Króliczak G. Unique neural characteristics of atypical lateralization of language in healthy individuals. Front Neurosci. 2017;11:525.CrossRef
135.
go back to reference Bellmunt Gil A: Atypical cerebral dominance for language in left-handed musicians. A language production approach. 2020. Bellmunt Gil A: Atypical cerebral dominance for language in left-handed musicians. A language production approach. 2020.
136.
go back to reference Nucci M, Mapelli D, Mondini S. Cognitive Reserve Index questionnaire (CRIq): a new instrument for measuring cognitive reserve. Aging Clin Exp Res. 2012;24(3):218–26. Nucci M, Mapelli D, Mondini S. Cognitive Reserve Index questionnaire (CRIq): a new instrument for measuring cognitive reserve. Aging Clin Exp Res. 2012;24(3):218–26.
137.
go back to reference Mullensiefen D, Gingras B, Musil J, Stewart L. The musicality of non-musicians: an index for assessing musical sophistication in the general population. PLoS ONE. 2014;9(2): e89642.CrossRef Mullensiefen D, Gingras B, Musil J, Stewart L. The musicality of non-musicians: an index for assessing musical sophistication in the general population. PLoS ONE. 2014;9(2): e89642.CrossRef
138.
go back to reference Amireault S, Godin G. The Godin-Shephard leisure-time physical activity questionnaire: validity evidence supporting its use for classifying healthy adults into active and insufficiently active categories. Percept Mot Skills. 2015;120(2):604–22.CrossRef Amireault S, Godin G. The Godin-Shephard leisure-time physical activity questionnaire: validity evidence supporting its use for classifying healthy adults into active and insufficiently active categories. Percept Mot Skills. 2015;120(2):604–22.CrossRef
139.
go back to reference Marques JP, Gruetter R. New Developments and Applications of the MP2RAGE Sequence - Focusing the Contrast and High Spatial Resolution R1 Mapping. PLoS ONE. 2013;8(7): e69294.CrossRef Marques JP, Gruetter R. New Developments and Applications of the MP2RAGE Sequence - Focusing the Contrast and High Spatial Resolution R1 Mapping. PLoS ONE. 2013;8(7): e69294.CrossRef
140.
go back to reference Bosch B, Arenaza-Urquijo EM, Rami L, Sala-Llonch R, Junque C, Sole-Padulles C, Pena-Gomez C, Bargallo N, Molinuevo JL, Bartres-Faz D. Multiple DTI index analysis in normal aging, amnestic MCI and AD. Relationship with neuropsychological performance Neurobiol Aging. 2012;33(1):61–74. Bosch B, Arenaza-Urquijo EM, Rami L, Sala-Llonch R, Junque C, Sole-Padulles C, Pena-Gomez C, Bargallo N, Molinuevo JL, Bartres-Faz D. Multiple DTI index analysis in normal aging, amnestic MCI and AD. Relationship with neuropsychological performance Neurobiol Aging. 2012;33(1):61–74.
141.
go back to reference Leonardi N, Richiardi J, Gschwind M, Simioni S, Annoni JM, Schluep M, Vuilleumier P, Van De Ville D. Principal components of functional connectivity: a new approach to study dynamic brain connectivity during rest. Neuroimage. 2013;83:937–50.CrossRef Leonardi N, Richiardi J, Gschwind M, Simioni S, Annoni JM, Schluep M, Vuilleumier P, Van De Ville D. Principal components of functional connectivity: a new approach to study dynamic brain connectivity during rest. Neuroimage. 2013;83:937–50.CrossRef
142.
go back to reference Holling H, Maus B, van Breukelen G. Optimal Design for Functional Magnetic Resonance Imaging Experiments: Methodology, Challenges, and Future Perspectives. Zeitschrift für Psychologie/journal of Psychology. 2013;221(3):174–89.CrossRef Holling H, Maus B, van Breukelen G. Optimal Design for Functional Magnetic Resonance Imaging Experiments: Methodology, Challenges, and Future Perspectives. Zeitschrift für Psychologie/journal of Psychology. 2013;221(3):174–89.CrossRef
143.
go back to reference Maus B, van Breukelen GJ, Goebel R, Berger MP. Optimization of blocked designs in fMRI studies. Psychometrika. 2010;75(2):373–90.CrossRef Maus B, van Breukelen GJ, Goebel R, Berger MP. Optimization of blocked designs in fMRI studies. Psychometrika. 2010;75(2):373–90.CrossRef
144.
go back to reference Bates D, Mächler M, Bolker B, Walker S: Fitting Linear Mixed-Effects Models Using lme4. 2015 2015, 67(1):48. Bates D, Mächler M, Bolker B, Walker S: Fitting Linear Mixed-Effects Models Using lme4. 2015 2015, 67(1):48.
145.
go back to reference Calhoun VD, Adali T, Giuliani NR, Pekar JJ, Kiehl KA, Pearlson GD. Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Hum Brain Mapp. 2006;27(1):47–62.CrossRef Calhoun VD, Adali T, Giuliani NR, Pekar JJ, Kiehl KA, Pearlson GD. Method for multimodal analysis of independent source differences in schizophrenia: combining gray matter structural and auditory oddball functional data. Hum Brain Mapp. 2006;27(1):47–62.CrossRef
146.
go back to reference Sui J, He H, Yu Q, Chen J, Rogers J, Pearlson GD, Mayer A, Bustillo J, Canive J, Calhoun VD. Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA. Front Hum Neurosci. 2013;7:235.CrossRef Sui J, He H, Yu Q, Chen J, Rogers J, Pearlson GD, Mayer A, Bustillo J, Canive J, Calhoun VD. Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA. Front Hum Neurosci. 2013;7:235.CrossRef
147.
go back to reference Grady C, Charlton RA, Yu H, Alain C: Age differences in fMRI adaptation for sound identity and location. Front Hum Neurosci 2011, 5. Grady C, Charlton RA, Yu H, Alain C: Age differences in fMRI adaptation for sound identity and location. Front Hum Neurosci 2011, 5.
148.
go back to reference Krishnan A, Williams LJ, McIntosh AR, Abdi H. Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review. Neuroimage. 2011;56(2):455–75.CrossRef Krishnan A, Williams LJ, McIntosh AR, Abdi H. Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review. Neuroimage. 2011;56(2):455–75.CrossRef
149.
go back to reference Groves AR, Beckmann CF, Smith SM, Woolrich MW. Linked independent component analysis for multimodal data fusion. Neuroimage. 2011;54(3):2198–217.CrossRef Groves AR, Beckmann CF, Smith SM, Woolrich MW. Linked independent component analysis for multimodal data fusion. Neuroimage. 2011;54(3):2198–217.CrossRef
150.
go back to reference Levin-Schwartz Y, Calhoun VD, Adali T: Data-driven fusion of EEG, functional and structural MRI: A comparison of two models. In: Information Sciences and Systems (CISS), 2014 48th Annual Conference on: 19–21 March 2014 2014; 2014: 1–6. Levin-Schwartz Y, Calhoun VD, Adali T: Data-driven fusion of EEG, functional and structural MRI: A comparison of two models. In: Information Sciences and Systems (CISS), 2014 48th Annual Conference on: 19–21 March 2014 2014; 2014: 1–6.
151.
go back to reference Preti MG, Bolton TA, Van De Ville D. The dynamic functional connectome: State-of-the-art and perspectives. Neuroimage. 2017;160:41–54.CrossRef Preti MG, Bolton TA, Van De Ville D. The dynamic functional connectome: State-of-the-art and perspectives. Neuroimage. 2017;160:41–54.CrossRef
152.
go back to reference Salami A, Eriksson J, Nyberg L. Opposing effects of aging on large-scale brain systems for memory encoding and cognitive control. J Neurosci. 2012;32(31):10749–57.CrossRef Salami A, Eriksson J, Nyberg L. Opposing effects of aging on large-scale brain systems for memory encoding and cognitive control. J Neurosci. 2012;32(31):10749–57.CrossRef
153.
go back to reference Haller S, Lovblad KO, Giannakopoulos P, Van De Ville D. Multivariate pattern recognition for diagnosis and prognosis in clinical neuroimaging: state of the art, current challenges and future trends. Brain Topogr. 2014;27(3):329–37.CrossRef Haller S, Lovblad KO, Giannakopoulos P, Van De Ville D. Multivariate pattern recognition for diagnosis and prognosis in clinical neuroimaging: state of the art, current challenges and future trends. Brain Topogr. 2014;27(3):329–37.CrossRef
154.
go back to reference Richiardi J, Achard S, Bunke H, Ville DVD. Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process Mag. 2013;30(3):58–70.CrossRef Richiardi J, Achard S, Bunke H, Ville DVD. Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process Mag. 2013;30(3):58–70.CrossRef
155.
156.
go back to reference Faul F, Erdfelder E, Lang A-G, Buchner A. G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007;39(2):175–91.CrossRef Faul F, Erdfelder E, Lang A-G, Buchner A. G* Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods. 2007;39(2):175–91.CrossRef
157.
go back to reference Carlson MC, Erickson KI, Kramer AF, Voss MW, Bolea N, Mielke M, McGill S, Rebok GW, Seeman T, Fried LP. Evidence for neurocognitive plasticity in at-risk older adults: the experience corps program. J Gerontol A Biol Sci Med Sci. 2009;64(12):1275–82.CrossRef Carlson MC, Erickson KI, Kramer AF, Voss MW, Bolea N, Mielke M, McGill S, Rebok GW, Seeman T, Fried LP. Evidence for neurocognitive plasticity in at-risk older adults: the experience corps program. J Gerontol A Biol Sci Med Sci. 2009;64(12):1275–82.CrossRef
158.
go back to reference Dahlin E, Neely AS, Larsson A, Backman L, Nyberg L. Transfer of learning after updating training mediated by the striatum. Science. 2008;320(5882):1510–2.CrossRef Dahlin E, Neely AS, Larsson A, Backman L, Nyberg L. Transfer of learning after updating training mediated by the striatum. Science. 2008;320(5882):1510–2.CrossRef
159.
go back to reference West GL, Zendel BR, Konishi K, Benady-Chorney J, Bohbot VD, Peretz I, Belleville S. Playing Super Mario 64 increases hippocampal grey matter in older adults. PLoS ONE. 2017;12(12): e0187779.CrossRef West GL, Zendel BR, Konishi K, Benady-Chorney J, Bohbot VD, Peretz I, Belleville S. Playing Super Mario 64 increases hippocampal grey matter in older adults. PLoS ONE. 2017;12(12): e0187779.CrossRef
160.
go back to reference Brehmer Y, Rieckmann A, Bellander M, Westerberg H, Fischer H, Bäckman L. Neural correlates of training-related working-memory gains in old age. Neuroimage. 2011;58(4):1110–20.CrossRef Brehmer Y, Rieckmann A, Bellander M, Westerberg H, Fischer H, Bäckman L. Neural correlates of training-related working-memory gains in old age. Neuroimage. 2011;58(4):1110–20.CrossRef
161.
go back to reference Cao X, Yao Y, Li T, Cheng Y, Feng W, Shen Y, Li Q, Jiang L, Wu W, Wang J, et al. The Impact of Cognitive Training on Cerebral White Matter in Community-Dwelling Elderly: One-Year Prospective Longitudinal Diffusion Tensor Imaging Study. Sci Rep. 2016;6:33212.CrossRef Cao X, Yao Y, Li T, Cheng Y, Feng W, Shen Y, Li Q, Jiang L, Wu W, Wang J, et al. The Impact of Cognitive Training on Cerebral White Matter in Community-Dwelling Elderly: One-Year Prospective Longitudinal Diffusion Tensor Imaging Study. Sci Rep. 2016;6:33212.CrossRef
162.
go back to reference Lampit A, Hallock H, Suo C, Naismith SL, Valenzuela M. Cognitive training-induced short-term functional and long-term structural plastic change is related to gains in global cognition in healthy older adults: a pilot study. Frontiers in aging neuroscience. 2015;7:14.CrossRef Lampit A, Hallock H, Suo C, Naismith SL, Valenzuela M. Cognitive training-induced short-term functional and long-term structural plastic change is related to gains in global cognition in healthy older adults: a pilot study. Frontiers in aging neuroscience. 2015;7:14.CrossRef
163.
go back to reference Muller P, Rehfeld K, Schmicker M, Hokelmann A, Dordevic M, Lessmann V, Brigadski T, Kaufmann J, Muller NG. Evolution of Neuroplasticity in Response to Physical Activity in Old Age: The Case for Dancing. Frontiers in aging neuroscience. 2017;9:56.CrossRef Muller P, Rehfeld K, Schmicker M, Hokelmann A, Dordevic M, Lessmann V, Brigadski T, Kaufmann J, Muller NG. Evolution of Neuroplasticity in Response to Physical Activity in Old Age: The Case for Dancing. Frontiers in aging neuroscience. 2017;9:56.CrossRef
164.
go back to reference Josse J, Husson F, Pagès J. Gestion des données manquantes en analyse en composantes principales. Journal de la Société Française de Statistique. 2009;150(2):28–51. Josse J, Husson F, Pagès J. Gestion des données manquantes en analyse en composantes principales. Journal de la Société Française de Statistique. 2009;150(2):28–51.
Metadata
Title
Musical and psychomotor interventions for cognitive, sensorimotor, and cerebral decline in patients with Mild Cognitive Impairment (COPE): a study protocol for a multicentric randomized controlled study
Authors
CE. James
C. Stucker
C. Junker-Tschopp
AM. Fernandes
A. Revol
ID. Mili
M. Kliegel
GB. Frisoni
A. Brioschi Guevara
D. Marie
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2023
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-022-03678-0

Other articles of this Issue 1/2023

BMC Geriatrics 1/2023 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine