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Published in: BMC Neurology 1/2015

Open Access 01-12-2015 | Study protocol

The effect of computer-based cognitive flexibility training on recovery of executive function after stroke: rationale, design and methods of the TAPASS study

Authors: Renate M. van de Ven, Ben Schmand, Erny Groet, Dick J. Veltman, Jaap M. J. Murre

Published in: BMC Neurology | Issue 1/2015

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Abstract

Background

Stroke survivors frequently suffer from executive impairments even in the chronic phase after stroke, and there is a need for improved rehabilitation of these functions. One way of improving current rehabilitation treatment may be by online cognitive training. Based on a review of the effectiveness of computer-based cognitive training in healthy elderly, we concluded that cognitive flexibility may be a key element for an effective training, which results in improvements not merely on trained tasks but also in untrained tasks (i.e., far transfer). The aim of the current study was to track the behavioral and neural effects of computer-based cognitive flexibility training after stroke. We expected that executive functioning would improve after the cognitive flexibility training, and that neural activity and connectivity would normalize towards what is seen in healthy elderly.

Methods/design

The design was a multicenter, double blind, randomized controlled trial (RCT) with three groups: an experimental intervention group, an active control group who did a mock training, and a waiting list control group. Stroke patients (3 months to 5 years post-stroke) with cognitive complaints were included. Training consisted of 58 half-hour sessions spread over 12 weeks. The primary study outcome was objective executive function. Secondary measures were improvement on training tasks, cognitive flexibility, objective cognitive functioning in other domains than the executive domain, subjective cognitive and everyday life functioning, and neural correlates assessed by both structural and resting-state functional Magnetic Resonance Imaging. The three groups were compared at baseline, after six and twelve weeks of training, and four weeks after the end of the training. Furthermore, they were compared to healthy elderly who received the same training.

Discussion

The cognitive flexibility training consisted of several factors deemed important for effects that go beyond improvement on merely the training task themselves. Due to the presence of two control groups, the effects of the training could be compared with spontaneous recovery and with the effects of a mock training. This study provides insight into the potential of online cognitive flexibility training after stroke. We also compared its results with the effectiveness of the same training in healthy elderly.

Trial registration

The Netherlands National Trial Register NTR5174. Registered 22 May 2015.
Appendix
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Literature
1.
go back to reference Madureira S, Guerreiro M, Ferro JM. Dementia and cognitive impairment three months after stroke. European Journal of Neurology. 2001;8(6):621–7.PubMedCrossRef Madureira S, Guerreiro M, Ferro JM. Dementia and cognitive impairment three months after stroke. European Journal of Neurology. 2001;8(6):621–7.PubMedCrossRef
2.
go back to reference Middleton LE, Lam B, Fahmi H, Black SE, McIlroy WE, Stuss DT, et al. Frequency of domain-specific cognitive impairment in sub-acute and chronic stroke. Neurorehabilitation. 2014;34(2):305–12.PubMed Middleton LE, Lam B, Fahmi H, Black SE, McIlroy WE, Stuss DT, et al. Frequency of domain-specific cognitive impairment in sub-acute and chronic stroke. Neurorehabilitation. 2014;34(2):305–12.PubMed
3.
go back to reference Rasquin SMC, Welter J, van Heugten CM. Course of cognitive functioning during stroke rehabilitation. Neuropsychological Rehabilitation. 2013;23(6):811–23.PubMedCrossRef Rasquin SMC, Welter J, van Heugten CM. Course of cognitive functioning during stroke rehabilitation. Neuropsychological Rehabilitation. 2013;23(6):811–23.PubMedCrossRef
4.
5.
go back to reference Karbach J, Kray J. How useful is executive control training? Age differences in near and far transfer of task-switching training. Developmental Science. 2009;12(6):978–90.PubMedCrossRef Karbach J, Kray J. How useful is executive control training? Age differences in near and far transfer of task-switching training. Developmental Science. 2009;12(6):978–90.PubMedCrossRef
6.
go back to reference Johansson B, Tornmalm M. Working memory training for patients with acquired brain injury: Effects in daily life. Scandinavian Journal of Occupational Therapy. 2012;19(2):176–83.PubMedCrossRef Johansson B, Tornmalm M. Working memory training for patients with acquired brain injury: Effects in daily life. Scandinavian Journal of Occupational Therapy. 2012;19(2):176–83.PubMedCrossRef
7.
go back to reference Peretz C, Korczyn AD, Shatil E, Aharonson V, Birnboim S, Giladi N. Computer-based, personalized cognitive training versus classical computer games: A randomized double-blind prospective trial of cognitive stimulation. Neuroepidemiology. 2011;36(2):91–9.PubMedCrossRef Peretz C, Korczyn AD, Shatil E, Aharonson V, Birnboim S, Giladi N. Computer-based, personalized cognitive training versus classical computer games: A randomized double-blind prospective trial of cognitive stimulation. Neuroepidemiology. 2011;36(2):91–9.PubMedCrossRef
8.
go back to reference Mozolic JL, Hayasaka S, Laurienti PJ. A cognitive training intervention increases resting cerebral blood flow in healthy older adults. Frontiers in Human Neuroscience. 2010;4:16.PubMedPubMedCentralCrossRef Mozolic JL, Hayasaka S, Laurienti PJ. A cognitive training intervention increases resting cerebral blood flow in healthy older adults. Frontiers in Human Neuroscience. 2010;4:16.PubMedPubMedCentralCrossRef
9.
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.PubMedCrossRef 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.PubMedCrossRef
10.
go back to reference Belleville S, Clement F, Mellah S, Gilbert B, Fontaine F, Gauthier S. Training-related brain plasticity in subjects at risk of developing Alzheimer's disease. Brain. 2011;134:1623–34.PubMedCrossRef Belleville S, Clement F, Mellah S, Gilbert B, Fontaine F, Gauthier S. Training-related brain plasticity in subjects at risk of developing Alzheimer's disease. Brain. 2011;134:1623–34.PubMedCrossRef
11.
go back to reference Tatemichi TK, Desmond DW, Stern Y, Paik M, Sano M, Bagiella E. Cognitive impairment after stroke - Frequency, patterns, and relationship to functional abilities. Journal of Neurology Neurosurgery and Psychiatry. 1994;57(2):202–7.CrossRef Tatemichi TK, Desmond DW, Stern Y, Paik M, Sano M, Bagiella E. Cognitive impairment after stroke - Frequency, patterns, and relationship to functional abilities. Journal of Neurology Neurosurgery and Psychiatry. 1994;57(2):202–7.CrossRef
12.
go back to reference Brandt J, Spencer M, Folstein M. The Telephone Interview for Cognitive Status. Neuropsychiatry Neuropsychol Behav Neurol. 1988;1(2):111–7. Brandt J, Spencer M, Folstein M. The Telephone Interview for Cognitive Status. Neuropsychiatry Neuropsychol Behav Neurol. 1988;1(2):111–7.
13.
go back to reference Delis DC, Kaplan E, Kramer J. Delis–Kaplan Executive Function System. San Antonio: Psychological Corporation; 2001. Delis DC, Kaplan E, Kramer J. Delis–Kaplan Executive Function System. San Antonio: Psychological Corporation; 2001.
14.
go back to reference Thurnstone LL. Primary mental abilities. Chicago: University of Chicago Press; 1938. Thurnstone LL. Primary mental abilities. Chicago: University of Chicago Press; 1938.
15.
go back to reference Benton AL, Hamsher K. Multilingual Aphasia Examination. Iowa City: AJA associates; 1989. Benton AL, Hamsher K. Multilingual Aphasia Examination. Iowa City: AJA associates; 1989.
16.
go back to reference Culbertson W, Zillmer E. Tower of London Drexel University. Chicago: Multi-Health Systems; 2005. Culbertson W, Zillmer E. Tower of London Drexel University. Chicago: Multi-Health Systems; 2005.
17.
go back to reference Wechsler D. Wechsler Adult Intelligence Scale (WAIS-III) Nederlandstalige bewerking. Technische handleiding. Lisse: Swets & Zeitlinger; 2000. Wechsler D. Wechsler Adult Intelligence Scale (WAIS-III) Nederlandstalige bewerking. Technische handleiding. Lisse: Swets & Zeitlinger; 2000.
18.
go back to reference Rogers RD, Monsell S. Costs of a predictable switch between simple cognitive tasks. Journal of Experimental Psychology-General 1995, 124(2):207–31. Rogers RD, Monsell S. Costs of a predictable switch between simple cognitive tasks. Journal of Experimental Psychology-General 1995, 124(2):207–31.
19.
go back to reference Stablum F, Umilta C, Mazzoldi M, Pastore N, Magon S. Rehabilitation of endogenous task shift processes in closed head injury patients. Neuropsychological Rehabilitation. 2007;17(1):1–33.PubMedCrossRef Stablum F, Umilta C, Mazzoldi M, Pastore N, Magon S. Rehabilitation of endogenous task shift processes in closed head injury patients. Neuropsychological Rehabilitation. 2007;17(1):1–33.PubMedCrossRef
20.
go back to reference Schagen SB, Vermeulen IE, Murre JMJ, Feenstra H. An online testing approach to assess cognitive problems associated with cancer and cancer treatment. Research Project Dutch Cancer Society, KWF Project NKI2010-4876 2010–2015. Schagen SB, Vermeulen IE, Murre JMJ, Feenstra H. An online testing approach to assess cognitive problems associated with cancer and cancer treatment. Research Project Dutch Cancer Society, KWF Project NKI2010-4876 2010–2015.
21.
go back to reference Gronwall DMA. Paced Auditory Serial-Addition Task: Measure of recovery from concussion. Percept Mot Skills. 1977;44(2):367–73.PubMedCrossRef Gronwall DMA. Paced Auditory Serial-Addition Task: Measure of recovery from concussion. Percept Mot Skills. 1977;44(2):367–73.PubMedCrossRef
22.
go back to reference Saan R, Deelman B. De 15-Woordentest A en B. (Een voorlopige handleiding). Groningen: Afdeling Neuropsychologie, AZG (international publication); 1986. Saan R, Deelman B. De 15-Woordentest A en B. (Een voorlopige handleiding). Groningen: Afdeling Neuropsychologie, AZG (international publication); 1986.
23.
go back to reference Lever AG, Werkle-Bergner M, Brandmaier AM, Ridderinkhof KR, Geurts HM. Atypical working memory decline across the adult lifespan in autism spectrum disorder. Journal of Abnormal Psychology. Lever AG, Werkle-Bergner M, Brandmaier AM, Ridderinkhof KR, Geurts HM. Atypical working memory decline across the adult lifespan in autism spectrum disorder. Journal of Abnormal Psychology.
24.
go back to reference Raven JC. Manual for the Coloured Progressive Matrices (revised). Windsor: NFRE-Nelson; 1995. Raven JC. Manual for the Coloured Progressive Matrices (revised). Windsor: NFRE-Nelson; 1995.
25.
go back to reference Zachary RA. Shipley Institute of Living Scale: Revised manual. Los Angeles: Western Psychological Services; 1991. Zachary RA. Shipley Institute of Living Scale: Revised manual. Los Angeles: Western Psychological Services; 1991.
26.
go back to reference Burgess PW, Alderman N, Wilson BA, Evans JJ, Emslie H. The Dysexecutive Questionnaire. In: Wilson BA, Alderman N, Burgess PW, Emslie H, Evans JJ, editors. Behavioural Assessment of the Dysexecutive Syndrome. Bury St. Edmunds: Thames Valley Test Company; 1996. Burgess PW, Alderman N, Wilson BA, Evans JJ, Emslie H. The Dysexecutive Questionnaire. In: Wilson BA, Alderman N, Burgess PW, Emslie H, Evans JJ, editors. Behavioural Assessment of the Dysexecutive Syndrome. Bury St. Edmunds: Thames Valley Test Company; 1996.
27.
go back to reference Broadbent DE, Cooper PF, FitzGerald P, Parkes KR. The Cognitive Failures Questionnaire (CFQ) and its correlates. British Journal of Clinical Psychology. 1982;21(1):1–16.PubMedCrossRef Broadbent DE, Cooper PF, FitzGerald P, Parkes KR. The Cognitive Failures Questionnaire (CFQ) and its correlates. British Journal of Clinical Psychology. 1982;21(1):1–16.PubMedCrossRef
28.
go back to reference Post M, van de Port I, Kap B, van Berlekom S. Development and validation of the Utrecht Scale for Evaluation of Clinical Rehabilitation (USER). Clinical Rehabilitation. 2009;23:909–17.PubMedCrossRef Post M, van de Port I, Kap B, van Berlekom S. Development and validation of the Utrecht Scale for Evaluation of Clinical Rehabilitation (USER). Clinical Rehabilitation. 2009;23:909–17.PubMedCrossRef
29.
go back to reference Lawton MP, Brody EM. Instrumental Activities of Daily Living (IADL) Scale - Self-Rated Version. Psychopharmacol Bull. 1988;24(4):789–91. Lawton MP, Brody EM. Instrumental Activities of Daily Living (IADL) Scale - Self-Rated Version. Psychopharmacol Bull. 1988;24(4):789–91.
30.
go back to reference Ware JE, Sherbourne CD. The Mos 36-Item Short-Form Health Survey (Sf-36).1. Conceptual-framework and item selection. Med Care. 1992;30(6):473–83.PubMedCrossRef Ware JE, Sherbourne CD. The Mos 36-Item Short-Form Health Survey (Sf-36).1. Conceptual-framework and item selection. Med Care. 1992;30(6):473–83.PubMedCrossRef
31.
go back to reference Guye M, Bettus G, Bartolomei F, Cozzone PJ. Graph theoretical analysis of structural and functional connectivity MRI in normal and pathological brain networks. Magnetic Resonance Materials in Physics Biology and Medicine. 2010;23:409–21.CrossRef Guye M, Bettus G, Bartolomei F, Cozzone PJ. Graph theoretical analysis of structural and functional connectivity MRI in normal and pathological brain networks. Magnetic Resonance Materials in Physics Biology and Medicine. 2010;23:409–21.CrossRef
32.
go back to reference Diaz BA, Van der Sluis S, Benjamins JS, Stoffers D, Hardstone R, Mansvelder HD, et al. The ARSQ 2.0 reveals age and personality effects on mind-wandering experiences. Front Psychol. 2014;5:271.PubMedPubMedCentralCrossRef Diaz BA, Van der Sluis S, Benjamins JS, Stoffers D, Hardstone R, Mansvelder HD, et al. The ARSQ 2.0 reveals age and personality effects on mind-wandering experiences. Front Psychol. 2014;5:271.PubMedPubMedCentralCrossRef
33.
go back to reference Zigmond AS, Snaith RP. The Hospital Anxiety and Depression Scale. Acta Psychiatr Scand. 1983;67(6):361–70.PubMedCrossRef Zigmond AS, Snaith RP. The Hospital Anxiety and Depression Scale. Acta Psychiatr Scand. 1983;67(6):361–70.PubMedCrossRef
34.
go back to reference Vercoulen JHMM, Bazelmans E, Swanink CMA, Fennis JFM, Galama JMD, Jongen PJH, et al. Physical activity in chronic fatigue syndrome: Assessment and its role in fatigue. J Psychiatr Res. 1997;31(6):661–73.PubMedCrossRef Vercoulen JHMM, Bazelmans E, Swanink CMA, Fennis JFM, Galama JMD, Jongen PJH, et al. Physical activity in chronic fatigue syndrome: Assessment and its role in fatigue. J Psychiatr Res. 1997;31(6):661–73.PubMedCrossRef
35.
go back to reference Kempen GIJM, Meier AJL, Bouwens SFM, van Deursen J, Verhey FRJ. [The psychometric properties of the Dutch version of the Telephone Interview Cognitive Status (TICS)]. Tijdschr Gerontol Geriatr. 2007;38(1):38–45.PubMedCrossRef Kempen GIJM, Meier AJL, Bouwens SFM, van Deursen J, Verhey FRJ. [The psychometric properties of the Dutch version of the Telephone Interview Cognitive Status (TICS)]. Tijdschr Gerontol Geriatr. 2007;38(1):38–45.PubMedCrossRef
36.
go back to reference Westerberg H, Jacobaeus H, Hirvikoski T, Clevberger P, Ostensson M, Bartfai A, et al. Computerized working memory training after stroke - A pilot study. Brain Injury. 2007;21(1):21–9.PubMedCrossRef Westerberg H, Jacobaeus H, Hirvikoski T, Clevberger P, Ostensson M, Bartfai A, et al. Computerized working memory training after stroke - A pilot study. Brain Injury. 2007;21(1):21–9.PubMedCrossRef
37.
go back to reference Genevsky A, Garrett CT, Alexander PP, Vinogradov S. Cognitive training in schizophrenia: A neuroscience-based approach. Dialogues Clin Neurosci. 2010;12(3):416–21.PubMedPubMedCentral Genevsky A, Garrett CT, Alexander PP, Vinogradov S. Cognitive training in schizophrenia: A neuroscience-based approach. Dialogues Clin Neurosci. 2010;12(3):416–21.PubMedPubMedCentral
38.
go back to reference Steinerman JR. Minding the aging brain: Technology-enabled cognitive training for healthy elders. Curr Neurol Neurosci Rep. 2010;10(5):374–80.PubMedCrossRef Steinerman JR. Minding the aging brain: Technology-enabled cognitive training for healthy elders. Curr Neurol Neurosci Rep. 2010;10(5):374–80.PubMedCrossRef
39.
go back to reference Pocock SJ, Simon R. Sequential treatment assignment with balancing for prognostic factors in controlled clinical trial. Biometrics. 1975;31(1):103–15.PubMedCrossRef Pocock SJ, Simon R. Sequential treatment assignment with balancing for prognostic factors in controlled clinical trial. Biometrics. 1975;31(1):103–15.PubMedCrossRef
40.
go back to reference Prokopenko SV, Mozheyko EY, Petrova MM, Koryagina TD, Kaskaeva DS, Chernykh TV, et al. Correction of post-stroke cognitive impairments using computer programs. J Neurol Sci. 2013;325(1–2):148–53.PubMedCrossRef Prokopenko SV, Mozheyko EY, Petrova MM, Koryagina TD, Kaskaeva DS, Chernykh TV, et al. Correction of post-stroke cognitive impairments using computer programs. J Neurol Sci. 2013;325(1–2):148–53.PubMedCrossRef
41.
go back to reference Lundqvist A, Grundstrom K, Samuelsson K, Ronnberg J. Computerized training of working memory in a group of patients suffering from acquired brain injury. Brain Inj. 2010;24(10):1173–83.PubMedCrossRef Lundqvist A, Grundstrom K, Samuelsson K, Ronnberg J. Computerized training of working memory in a group of patients suffering from acquired brain injury. Brain Inj. 2010;24(10):1173–83.PubMedCrossRef
42.
go back to reference Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, et al. Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data. Neuroimage. 2006;31(4):1487–505.PubMedCrossRef Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, et al. Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data. Neuroimage. 2006;31(4):1487–505.PubMedCrossRef
43.
44.
go back to reference Basak C, Boot WR, Voss MW, Kramer AF. Can training in a real-time strategy video game attenuate cognitive decline in older adults? Psychol Aging. 2008;23(4):765–77.PubMedPubMedCentralCrossRef Basak C, Boot WR, Voss MW, Kramer AF. Can training in a real-time strategy video game attenuate cognitive decline in older adults? Psychol Aging. 2008;23(4):765–77.PubMedPubMedCentralCrossRef
45.
go back to reference Brehmer Y, Westerberg H, Backman L. Working-memory training in younger and older adults: Training gains, transfer, and maintenance. Frontiers in Human Neuroscience. 2012;6:63.PubMedPubMedCentralCrossRef Brehmer Y, Westerberg H, Backman L. Working-memory training in younger and older adults: Training gains, transfer, and maintenance. Frontiers in Human Neuroscience. 2012;6:63.PubMedPubMedCentralCrossRef
47.
go back to reference Shipstead Z, Redick TS, Engle RW. Is working memory training effective? Psychol Bull. 2012;138(4):628–54.PubMedCrossRef Shipstead Z, Redick TS, Engle RW. Is working memory training effective? Psychol Bull. 2012;138(4):628–54.PubMedCrossRef
48.
go back to reference Reitan RM. The relation of the trail making test to organic brain damage. J Consult Psychol. 1955;19(5):393–4.PubMedCrossRef Reitan RM. The relation of the trail making test to organic brain damage. J Consult Psychol. 1955;19(5):393–4.PubMedCrossRef
49.
go back to reference Unsworth N, Heitz RR, Schrock JC, Engle RW. An automated version of the operation span task. Behavior Research Methods. 2005;37(3):498–505.PubMedCrossRef Unsworth N, Heitz RR, Schrock JC, Engle RW. An automated version of the operation span task. Behavior Research Methods. 2005;37(3):498–505.PubMedCrossRef
50.
go back to reference de Vries M, Geurts HM. Beyond individual differences: Are working memory and inhibition informative specifiers within ASD? J Neural Transm. 2014;121(9):1183–98.PubMedCrossRef de Vries M, Geurts HM. Beyond individual differences: Are working memory and inhibition informative specifiers within ASD? J Neural Transm. 2014;121(9):1183–98.PubMedCrossRef
51.
go back to reference Milner B. Interhemispheric differences in the localization of psychological processes in man. Br Med Bull. 1971;27(3):272–7.PubMed Milner B. Interhemispheric differences in the localization of psychological processes in man. Br Med Bull. 1971;27(3):272–7.PubMed
52.
go back to reference Logan G, Schachar R, Tannock R. Impulsivity and inhibitory control. Psychol Sci. 1997;8(1):60–4.CrossRef Logan G, Schachar R, Tannock R. Impulsivity and inhibitory control. Psychol Sci. 1997;8(1):60–4.CrossRef
Metadata
Title
The effect of computer-based cognitive flexibility training on recovery of executive function after stroke: rationale, design and methods of the TAPASS study
Authors
Renate M. van de Ven
Ben Schmand
Erny Groet
Dick J. Veltman
Jaap M. J. Murre
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2015
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-015-0397-y

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