Skip to main content
Top
Published in: Trials 1/2018

Open Access 01-12-2018 | Study protocol

Mechanisms and modulators of cognitive training gain transfer in cognitively healthy aging: study protocol of the AgeGain study

Authors: Dominik Wolf, Oliver Tüscher, Stefan Teipel, Andreas Mierau, Heiko Strüder, Alexander Drzezga, Bernhard Baier, Harald Binder, Andreas Fellgiebel, the German AgeGain study group

Published in: Trials | Issue 1/2018

Login to get access

Abstract

Background

Cognitively healthy older people can increase their performance in cognitive tasks through training. However, training effects are mostly limited to the trained task; thus, training effects only poorly transfer to untrained tasks or other contexts, which contributes to reduced adaptation abilities in aging. Stabilizing transfer capabilities in aging would increase the chance of persistent high performance in activities of daily living including longer independency, and prolonged active participation in social life. The trial AgeGain aims at elaborating the physiological brain mechanisms of transfer in aging and supposed major modulators of transfer capability, especially physical activity, cerebral vascular lesions, and amyloid burden.

Methods

This 4-year interventional, multicenter, phase 2a cognitive and physical training study will enroll 237 cognitively healthy older subjects in four recruiting centers. The primary endpoint of this trial is the prediction of transfer of cognitive training gains. Secondary endpoints are the structural connectivity of the corpus callosum, Default Mode Network activity, brain-derived neurotrophic factors, motor fitness, and maximal oxygen uptake.

Discussion

Cognitive transfer allows making use of cognitive training gains in everyday life. Thus, maintenance of transfer capability with aging increases the chance of persistent self-guidance and prolonged active participation in social life, which may support a good quality of life. The AgeGain study aims at identifying older people who will most benefit from cognitive training. It will increase the understanding of the neurobiological mechanisms of transfer in aging and will help in determining the impact of physical activity and sport as well as pathologic factors (such as cerebrovascular disease and amyloid load) on transfer capability.

Trial registration

German Clinical Trials Register (DRKS), ID: DRKS00013077. Registered on 19 November 2017.
Appendix
Available only for authorised users
Literature
1.
go back to reference Depp CA, Jeste DV. Definitions and predictors of successful aging: a comprehensive review of larger quantitative studies. Am J Geriatr Psychiatry. 2006;14:6–20.CrossRefPubMed Depp CA, Jeste DV. Definitions and predictors of successful aging: a comprehensive review of larger quantitative studies. Am J Geriatr Psychiatry. 2006;14:6–20.CrossRefPubMed
2.
go back to reference Reichstadt J, Depp CA, Palinkas LA, Jeste DV. Building blocks of successful aging: a focus group study of older adults’ perceived contributors to successful aging. Am J Geriatr Psychiatry. 2007;15:194–201.CrossRefPubMed Reichstadt J, Depp CA, Palinkas LA, Jeste DV. Building blocks of successful aging: a focus group study of older adults’ perceived contributors to successful aging. Am J Geriatr Psychiatry. 2007;15:194–201.CrossRefPubMed
3.
go back to reference Wilson RS, Beckett LA, Barnes LL, Schneider JA, Bach J, Evans DA, Bennett DA. Individual differences in rates of change in cognitive abilities of older persons. Psychol Aging. 2002;17:179.CrossRefPubMed Wilson RS, Beckett LA, Barnes LL, Schneider JA, Bach J, Evans DA, Bennett DA. Individual differences in rates of change in cognitive abilities of older persons. Psychol Aging. 2002;17:179.CrossRefPubMed
4.
go back to reference Ball K, Berch DB, Helmers KF, Jobe JB, Leveck MD, Marsiske M, Morris JN, Rebok GW, Smith DM, Tennstedt SL. Effects of cognitive training interventions with older adults: a randomized controlled trial. JAMA. 2002;288:2271–81.CrossRefPubMedPubMedCentral Ball K, Berch DB, Helmers KF, Jobe JB, Leveck MD, Marsiske M, Morris JN, Rebok GW, Smith DM, Tennstedt SL. Effects of cognitive training interventions with older adults: a randomized controlled trial. JAMA. 2002;288:2271–81.CrossRefPubMedPubMedCentral
5.
go back to reference Dahlin E, Neely AS, Larsson A, Bäckman L, Nyberg L. Transfer of learning after updating training mediated by the striatum. Science. 2008;320:1510–2.CrossRefPubMed Dahlin E, Neely AS, Larsson A, Bäckman L, Nyberg L. Transfer of learning after updating training mediated by the striatum. Science. 2008;320:1510–2.CrossRefPubMed
6.
go back to reference Dahlin E, Nyberg L, Bäckman L, Neely AS. Plasticity of executive functioning in young and older adults: immediate training gains, transfer, and long-term maintenance. Psychol Aging. 2008;23:720.CrossRefPubMed Dahlin E, Nyberg L, Bäckman L, Neely AS. Plasticity of executive functioning in young and older adults: immediate training gains, transfer, and long-term maintenance. Psychol Aging. 2008;23:720.CrossRefPubMed
7.
go back to reference Edwards JD, Wadley VG, Meyers RS, Roenker DR, Cissell GM, Ball KK. Transfer of a speed of processing intervention to near and far cognitive functions. Gerontology. 2002;48:329–340. Edwards JD, Wadley VG, Meyers RS, Roenker DR, Cissell GM, Ball KK. Transfer of a speed of processing intervention to near and far cognitive functions. Gerontology. 2002;48:329–340.
8.
go back to reference Derwinger A, Neely AS, Persson M, Hill RD, Bäckman L. Remembering numbers in old age: mnemonic training versus self-generated strategy training. Aging Neuropsychol Cognit. 2003;10:202–14.CrossRef Derwinger A, Neely AS, Persson M, Hill RD, Bäckman L. Remembering numbers in old age: mnemonic training versus self-generated strategy training. Aging Neuropsychol Cognit. 2003;10:202–14.CrossRef
9.
go back to reference Schmiedek F, Lövdén M, Lindenberger U. Hundred days of cognitive training enhance broad cognitive abilities in adulthood: findings from the COGITO study. Front Aging Neurosci. 2010;2:27. Schmiedek F, Lövdén M, Lindenberger U. Hundred days of cognitive training enhance broad cognitive abilities in adulthood: findings from the COGITO study. Front Aging Neurosci. 2010;2:27.
10.
go back to reference Blume BD, Ford JK, Baldwin TT, Huang JL. Transfer of training: a meta-analytic review. J Manag. 2010;36:1065–105. Blume BD, Ford JK, Baldwin TT, Huang JL. Transfer of training: a meta-analytic review. J Manag. 2010;36:1065–105.
11.
go back to reference Wolf D, Fischer FU, Fesenbeckh J, Yakushev I, Lelieveld IM, Scheurich A, Schermuly I, Zschutschke L, Fellgiebel A. Structural integrity of the corpus callosum predicts long-term transfer of fluid intelligence-related training gains in normal aging. Hum Brain Mapp. 2014;35:309–18.CrossRefPubMed Wolf D, Fischer FU, Fesenbeckh J, Yakushev I, Lelieveld IM, Scheurich A, Schermuly I, Zschutschke L, Fellgiebel A. Structural integrity of the corpus callosum predicts long-term transfer of fluid intelligence-related training gains in normal aging. Hum Brain Mapp. 2014;35:309–18.CrossRefPubMed
12.
go back to reference Daselaar SM, Cabeza R. Age-related changes in hemispheric organization. In: Cabeza R, Nyberg L, Park DC, editors. Cognitive neuroscience of aging. New York: Oxford University Press; 2005. p. 325–53. Daselaar SM, Cabeza R. Age-related changes in hemispheric organization. In: Cabeza R, Nyberg L, Park DC, editors. Cognitive neuroscience of aging. New York: Oxford University Press; 2005. p. 325–53.
13.
go back to reference Schulte T, Sullivan EV, Müller-Oehring E, Adalsteinsson E, Pfefferbaum A. Corpus callosal microstructural integrity influences interhemispheric processing: a diffusion tensor imaging study. Cereb Cortex. 2005;15:1384–92.CrossRefPubMed Schulte T, Sullivan EV, Müller-Oehring E, Adalsteinsson E, Pfefferbaum A. Corpus callosal microstructural integrity influences interhemispheric processing: a diffusion tensor imaging study. Cereb Cortex. 2005;15:1384–92.CrossRefPubMed
14.
go back to reference Voss MW, Heo S, Prakash RS, Erickson KI, Alves H, Chaddock L, Szabo AN, Mailey EL, Wojcicki TR, White SM. The influence of aerobic fitness on cerebral white matter integrity and cognitive function in older adults: results of a one-year exercise intervention. Hum Brain Mapp. 2013;34:2972–85.CrossRefPubMed Voss MW, Heo S, Prakash RS, Erickson KI, Alves H, Chaddock L, Szabo AN, Mailey EL, Wojcicki TR, White SM. The influence of aerobic fitness on cerebral white matter integrity and cognitive function in older adults: results of a one-year exercise intervention. Hum Brain Mapp. 2013;34:2972–85.CrossRefPubMed
15.
go back to reference Ryan L, Walther K, Bendlin BB, Lue L-F, Walker DG, Glisky EL. Age-related differences in white matter integrity and cognitive function are related to APOE status. NeuroImage. 2011;54:1565–77.CrossRefPubMed Ryan L, Walther K, Bendlin BB, Lue L-F, Walker DG, Glisky EL. Age-related differences in white matter integrity and cognitive function are related to APOE status. NeuroImage. 2011;54:1565–77.CrossRefPubMed
16.
17.
go back to reference Sebastian A, Baldermann C, Feige B, Katzev M, Scheller E, Hellwig B, Lieb K, Weiller C, Tüscher O, Klöppel S. Differential effects of age on subcomponents of response inhibition. Neurobiol Aging. 2013;34:2183–93.CrossRefPubMed Sebastian A, Baldermann C, Feige B, Katzev M, Scheller E, Hellwig B, Lieb K, Weiller C, Tüscher O, Klöppel S. Differential effects of age on subcomponents of response inhibition. Neurobiol Aging. 2013;34:2183–93.CrossRefPubMed
18.
go back to reference Colcombe S, Kramer AF. Fitness effects on the cognitive function of older adults a meta-analytic study. Psychol Sci. 2003;14:125–30.CrossRefPubMed Colcombe S, Kramer AF. Fitness effects on the cognitive function of older adults a meta-analytic study. Psychol Sci. 2003;14:125–30.CrossRefPubMed
19.
go back to reference Erickson K, Raji C, Lopez O, Becker J, Rosano C, Newman A, Gach H, Thompson P, Ho A, Kuller L. Physical activity predicts gray matter volume in late adulthood The Cardiovascular Health Study. Neurology. 2010;75:1415–22.CrossRefPubMedPubMedCentral Erickson K, Raji C, Lopez O, Becker J, Rosano C, Newman A, Gach H, Thompson P, Ho A, Kuller L. Physical activity predicts gray matter volume in late adulthood The Cardiovascular Health Study. Neurology. 2010;75:1415–22.CrossRefPubMedPubMedCentral
20.
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 Ser A Biol Med Sci. 2006;61:1166–70.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 Ser A Biol Med Sci. 2006;61:1166–70.CrossRef
21.
go back to reference Colcombe SJ, Kramer AF, Erickson KI, Scalf P, McAuley E, Cohen NJ, Webb A, Jerome GJ, Marquez DX, Elavsky S. Cardiovascular fitness, cortical plasticity, and aging. Proc Natl Acad Sci U S A. 2004;101:3316–21.CrossRefPubMedPubMedCentral Colcombe SJ, Kramer AF, Erickson KI, Scalf P, McAuley E, Cohen NJ, Webb A, Jerome GJ, Marquez DX, Elavsky S. Cardiovascular fitness, cortical plasticity, and aging. Proc Natl Acad Sci U S A. 2004;101:3316–21.CrossRefPubMedPubMedCentral
22.
go back to reference Rosano C, Venkatraman VK, Guralnik J, Newman AB, Glynn NW, Launer L, Taylor CA, Williamson J, Studenski S, Pahor M. Psychomotor speed and functional brain MRI 2 years after completing a physical activity treatment. J Gerontol Ser A Biol Med Sci. 2010;65:glq038. Rosano C, Venkatraman VK, Guralnik J, Newman AB, Glynn NW, Launer L, Taylor CA, Williamson J, Studenski S, Pahor M. Psychomotor speed and functional brain MRI 2 years after completing a physical activity treatment. J Gerontol Ser A Biol Med Sci. 2010;65:glq038.
23.
go back to reference Erickson KI, Prakash RS, Voss MW, Chaddock L, Hu L, Morris KS, White SM, Wójcicki TR, McAuley E, Kramer AF. Aerobic fitness is associated with hippocampal volume in elderly humans. Hippocampus. 2009;19:1030–9.CrossRefPubMedPubMedCentral Erickson KI, Prakash RS, Voss MW, Chaddock L, Hu L, Morris KS, White SM, Wójcicki TR, McAuley E, Kramer AF. Aerobic fitness is associated with hippocampal volume in elderly humans. Hippocampus. 2009;19:1030–9.CrossRefPubMedPubMedCentral
24.
go back to reference Pereira AC, Huddleston DE, Brickman AM, Sosunov AA, Hen R, McKhann GM, Sloan R, Gage FH, Brown TR, Small SA. An in vivo correlate of exercise-induced neurogenesis in the adult dentate gyrus. Proc Natl Acad Sci. 2007;104:5638–43.CrossRefPubMedPubMedCentral Pereira AC, Huddleston DE, Brickman AM, Sosunov AA, Hen R, McKhann GM, Sloan R, Gage FH, Brown TR, Small SA. An in vivo correlate of exercise-induced neurogenesis in the adult dentate gyrus. Proc Natl Acad Sci. 2007;104:5638–43.CrossRefPubMedPubMedCentral
25.
go back to reference Burdette JH, Laurienti PJ, Espeland MA, Morgan A, Telesford Q, Vechlekar CD, Hayasaka S, Jennings JM, Katula JA, Kraft RA. Using network science to evaluate exercise-associated brain changes in older adults. Front Aging Neurosci. 2010;2:23. Burdette JH, Laurienti PJ, Espeland MA, Morgan A, Telesford Q, Vechlekar CD, Hayasaka S, Jennings JM, Katula JA, Kraft RA. Using network science to evaluate exercise-associated brain changes in older adults. Front Aging Neurosci. 2010;2:23.
26.
go back to reference Cotman CW, Berchtold NC. Exercise: a behavioral intervention to enhance brain health and plasticity. Trends Neurosci. 2002;25:295–301.CrossRefPubMed Cotman CW, Berchtold NC. Exercise: a behavioral intervention to enhance brain health and plasticity. Trends Neurosci. 2002;25:295–301.CrossRefPubMed
27.
go back to reference Rojas Vega S, Hollmann W, Strüder H. Influences of exercise and training on the circulating concentration of prolactin in humans. J Neuroendocrinol. 2012;24:395–402.CrossRefPubMed Rojas Vega S, Hollmann W, Strüder H. Influences of exercise and training on the circulating concentration of prolactin in humans. J Neuroendocrinol. 2012;24:395–402.CrossRefPubMed
28.
go back to reference Vega SR, Abel T, Lindschulten R, Hollmann W, Bloch W, Strüder H. Impact of exercise on neuroplasticity-related proteins in spinal cord injured humans. Neuroscience. 2008;153:1064–70.CrossRef Vega SR, Abel T, Lindschulten R, Hollmann W, Bloch W, Strüder H. Impact of exercise on neuroplasticity-related proteins in spinal cord injured humans. Neuroscience. 2008;153:1064–70.CrossRef
29.
go back to reference Vega SR, Kleinert J, Sulprizio M, Hollmann W, Bloch W, Strüder HK. Responses of serum neurotrophic factors to exercise in pregnant and postpartum women. Psychoneuroendocrinology. 2011;36:220–7.CrossRefPubMed Vega SR, Kleinert J, Sulprizio M, Hollmann W, Bloch W, Strüder HK. Responses of serum neurotrophic factors to exercise in pregnant and postpartum women. Psychoneuroendocrinology. 2011;36:220–7.CrossRefPubMed
30.
go back to reference Vega SR, Strüder HK, Wahrmann BV, Schmidt A, Bloch W, Hollmann W. Acute BDNF and cortisol response to low intensity exercise and following ramp incremental exercise to exhaustion in humans. Brain Res. 2006;1121:59–65.CrossRef Vega SR, Strüder HK, Wahrmann BV, Schmidt A, Bloch W, Hollmann W. Acute BDNF and cortisol response to low intensity exercise and following ramp incremental exercise to exhaustion in humans. Brain Res. 2006;1121:59–65.CrossRef
31.
go back to reference Rasmussen P, Brassard P, Adser H, Pedersen MV, Leick L, Hart E, Secher NH, Pedersen BK, Pilegaard H. Evidence for a release of brain-derived neurotrophic factor from the brain during exercise. Exp Physiol. 2009;94:1062–9.CrossRefPubMed Rasmussen P, Brassard P, Adser H, Pedersen MV, Leick L, Hart E, Secher NH, Pedersen BK, Pilegaard H. Evidence for a release of brain-derived neurotrophic factor from the brain during exercise. Exp Physiol. 2009;94:1062–9.CrossRefPubMed
32.
go back to reference Zoladz J, Pilc A, Majerczak J, Grandys M, Zapart-Bukowska J, Duda K. Endurance training increases plasma brain-derived neurotrophic factor concentration in young healthy men. J Physiol Pharmacol. 2008;59:119–32.PubMed Zoladz J, Pilc A, Majerczak J, Grandys M, Zapart-Bukowska J, Duda K. Endurance training increases plasma brain-derived neurotrophic factor concentration in young healthy men. J Physiol Pharmacol. 2008;59:119–32.PubMed
33.
go back to reference Erickson KI, Voss MW, Prakash RS, Basak C, Szabo A, Chaddock L, Kim JS, Heo S, Alves H, White SM. Exercise training increases size of hippocampus and improves memory. Proc Natl Acad Sci. 2011:201015950. Erickson KI, Voss MW, Prakash RS, Basak C, Szabo A, Chaddock L, Kim JS, Heo S, Alves H, White SM. Exercise training increases size of hippocampus and improves memory. Proc Natl Acad Sci. 2011:201015950.
34.
go back to reference Johnson NF, Kim C, Clasey JL, Bailey A, Gold BT. Cardiorespiratory fitness is positively correlated with cerebral white matter integrity in healthy seniors. NeuroImage. 2012;59:1514–23.CrossRefPubMed Johnson NF, Kim C, Clasey JL, Bailey A, Gold BT. Cardiorespiratory fitness is positively correlated with cerebral white matter integrity in healthy seniors. NeuroImage. 2012;59:1514–23.CrossRefPubMed
35.
go back to reference Voss MW, Erickson KI, Prakash RS, Chaddock L, Malkowski E, Alves H, Kim JS, Morris KS, White SM, Wójcicki TR. Functional connectivity: a source of variance in the association between cardiorespiratory fitness and cognition? Neuropsychologia. 2010;48:1394–406.CrossRefPubMedPubMedCentral Voss MW, Erickson KI, Prakash RS, Chaddock L, Malkowski E, Alves H, Kim JS, Morris KS, White SM, Wójcicki TR. Functional connectivity: a source of variance in the association between cardiorespiratory fitness and cognition? Neuropsychologia. 2010;48:1394–406.CrossRefPubMedPubMedCentral
36.
go back to reference Liu-Ambrose T, Nagamatsu LS, Graf P, Beattie BL, Ashe MC, Handy TC. Resistance training and executive functions: a 12-month randomized controlled trial. Arch Intern Med. 2010;170:170–8.CrossRefPubMedPubMedCentral Liu-Ambrose T, Nagamatsu LS, Graf P, Beattie BL, Ashe MC, Handy TC. Resistance training and executive functions: a 12-month randomized controlled trial. Arch Intern Med. 2010;170:170–8.CrossRefPubMedPubMedCentral
37.
go back to reference Cassilhas RC, Viana VA, Grassmann V, Santos RT, Santos RF, Tufik S, Mello MT. The impact of resistance exercise on the cognitive function of the elderly. Med Sci Sports Exerc. 2007;39:1401.CrossRefPubMed Cassilhas RC, Viana VA, Grassmann V, Santos RT, Santos RF, Tufik S, Mello MT. The impact of resistance exercise on the cognitive function of the elderly. Med Sci Sports Exerc. 2007;39:1401.CrossRefPubMed
38.
go back to reference Liu-Ambrose T, Nagamatsu LS, Voss MW, Khan KM, Handy TC. Resistance training and functional plasticity of the aging brain: a 12-month randomized controlled trial. Neurobiol Aging. 2012;33:1690–8.CrossRefPubMed Liu-Ambrose T, Nagamatsu LS, Voss MW, Khan KM, Handy TC. Resistance training and functional plasticity of the aging brain: a 12-month randomized controlled trial. Neurobiol Aging. 2012;33:1690–8.CrossRefPubMed
39.
go back to reference Hötting K, Reich B, Holzschneider K, Kauschke K, Schmidt T, Reer R, Braumann K-M, Röder B. Differential cognitive effects of cycling versus stretching/coordination training in middle-aged adults. Health Psychol. 2012;31:145.CrossRefPubMed Hötting K, Reich B, Holzschneider K, Kauschke K, Schmidt T, Reer R, Braumann K-M, Röder B. Differential cognitive effects of cycling versus stretching/coordination training in middle-aged adults. Health Psychol. 2012;31:145.CrossRefPubMed
40.
go back to reference Voelcker-Rehage C, Godde B, Staudinger UM. Cardiovascular and coordination training differentially improve cognitive performance and neural processing in older adults. Front Hum Neurosci. 2011;5:26.CrossRefPubMedPubMedCentral Voelcker-Rehage C, Godde B, Staudinger UM. Cardiovascular and coordination training differentially improve cognitive performance and neural processing in older adults. Front Hum Neurosci. 2011;5:26.CrossRefPubMedPubMedCentral
41.
go back to reference Voelcker-Rehage C, Niemann C. Structural and functional brain changes related to different types of physical activity across the life span. Neurosci Biobehav Rev. 2013;37:2268–95.CrossRefPubMed Voelcker-Rehage C, Niemann C. Structural and functional brain changes related to different types of physical activity across the life span. Neurosci Biobehav Rev. 2013;37:2268–95.CrossRefPubMed
42.
go back to reference Serrien DJ, Ivry RB, Swinnen SP. Dynamics of hemispheric specialization and integration in the context of motor control. Nat Rev Neurosci. 2006;7:160–6.CrossRefPubMed Serrien DJ, Ivry RB, Swinnen SP. Dynamics of hemispheric specialization and integration in the context of motor control. Nat Rev Neurosci. 2006;7:160–6.CrossRefPubMed
43.
go back to reference Takeuchi N, Izumi S-I. Maladaptive plasticity for motor recovery after stroke: mechanisms and approaches. Neural Plast. 2012;2012:1–9. Takeuchi N, Izumi S-I. Maladaptive plasticity for motor recovery after stroke: mechanisms and approaches. Neural Plast. 2012;2012:1–9.
44.
go back to reference Sisti HM, Geurts M, Gooijers J, Heitger MH, Caeyenberghs K, Beets IA, Serbruyns L, Leemans A, Swinnen SP. Microstructural organization of corpus callosum projections to prefrontal cortex predicts bimanual motor learning. Learn Mem. 2012;19:351–7.CrossRefPubMed Sisti HM, Geurts M, Gooijers J, Heitger MH, Caeyenberghs K, Beets IA, Serbruyns L, Leemans A, Swinnen SP. Microstructural organization of corpus callosum projections to prefrontal cortex predicts bimanual motor learning. Learn Mem. 2012;19:351–7.CrossRefPubMed
45.
go back to reference Jack CR, Wiste HJ, Weigand SD, Therneau TM, Knopman DS, Lowe V, Vemuri P, Mielke MM, Roberts RO, Machulda MM. Age-specific and sex-specific prevalence of cerebral β-amyloidosis, tauopathy, and neurodegeneration in cognitively unimpaired individuals aged 50–95 years: a cross-sectional study. Lancet Neurol. 2017;16:435–44.CrossRefPubMedPubMedCentral Jack CR, Wiste HJ, Weigand SD, Therneau TM, Knopman DS, Lowe V, Vemuri P, Mielke MM, Roberts RO, Machulda MM. Age-specific and sex-specific prevalence of cerebral β-amyloidosis, tauopathy, and neurodegeneration in cognitively unimpaired individuals aged 50–95 years: a cross-sectional study. Lancet Neurol. 2017;16:435–44.CrossRefPubMedPubMedCentral
46.
go back to reference Bennett IJ, Madden DJ. Disconnected aging: cerebral white matter integrity and age-related differences in cognition. Neuroscience. 2014;276:187–205.CrossRefPubMed Bennett IJ, Madden DJ. Disconnected aging: cerebral white matter integrity and age-related differences in cognition. Neuroscience. 2014;276:187–205.CrossRefPubMed
48.
go back to reference Ondrejcak T, Klyubin I, Hu N-W, Barry AE, Cullen WK, Rowan MJ. Alzheimer’s disease amyloid β-protein and synaptic function. NeuroMolecular Med. 2010;12:13–26.CrossRefPubMed Ondrejcak T, Klyubin I, Hu N-W, Barry AE, Cullen WK, Rowan MJ. Alzheimer’s disease amyloid β-protein and synaptic function. NeuroMolecular Med. 2010;12:13–26.CrossRefPubMed
49.
go back to reference Pike KE, Savage G, Villemagne VL, Ng S, Moss SA, Maruff P, Mathis CA, Klunk WE, Masters CL, Rowe CC. β-amyloid imaging and memory in non-demented individuals: evidence for preclinical Alzheimer’s disease. Brain. 2007;130:2837–44.CrossRefPubMed Pike KE, Savage G, Villemagne VL, Ng S, Moss SA, Maruff P, Mathis CA, Klunk WE, Masters CL, Rowe CC. β-amyloid imaging and memory in non-demented individuals: evidence for preclinical Alzheimer’s disease. Brain. 2007;130:2837–44.CrossRefPubMed
50.
go back to reference Jack Jr CR, Lowe VJ, Weigand SD, Wiste HJ, Senjem ML, Knopman DS, Shiung MM, Gunter JL, Boeve BF, Kemp BJ. Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer’s disease: implications for sequence of pathological events in Alzheimer’s disease. Brain. 2009;132:1355–65.CrossRef Jack Jr CR, Lowe VJ, Weigand SD, Wiste HJ, Senjem ML, Knopman DS, Shiung MM, Gunter JL, Boeve BF, Kemp BJ. Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer’s disease: implications for sequence of pathological events in Alzheimer’s disease. Brain. 2009;132:1355–65.CrossRef
51.
go back to reference Hedden T, Mormino EC, Amariglio RE, Younger AP, Schultz AP, Becker JA, Buckner RL, Johnson KA, Sperling RA, Rentz DM. Cognitive profile of amyloid burden and white matter hyperintensities in cognitively normal older adults. J Neurosci. 2012;32:16233–42.CrossRefPubMedPubMedCentral Hedden T, Mormino EC, Amariglio RE, Younger AP, Schultz AP, Becker JA, Buckner RL, Johnson KA, Sperling RA, Rentz DM. Cognitive profile of amyloid burden and white matter hyperintensities in cognitively normal older adults. J Neurosci. 2012;32:16233–42.CrossRefPubMedPubMedCentral
52.
go back to reference Bastin C, Yakushev I, Bahri MA, Fellgiebel A, Eustache F, Landeau B, Scheurich A, Feyers D, Collette F, Chételat G. Cognitive reserve impacts on inter-individual variability in resting-state cerebral metabolism in normal aging. NeuroImage. 2012;63:713–22.CrossRefPubMed Bastin C, Yakushev I, Bahri MA, Fellgiebel A, Eustache F, Landeau B, Scheurich A, Feyers D, Collette F, Chételat G. Cognitive reserve impacts on inter-individual variability in resting-state cerebral metabolism in normal aging. NeuroImage. 2012;63:713–22.CrossRefPubMed
53.
go back to reference Mevel K, Landeau B, Fouquet M, La Joie R, Villain N, Mézenge F, Perrotin A, Eustache F, Desgranges B, Chételat G. Age effect on the default mode network, inner thoughts, and cognitive abilities. Neurobiol Aging. 2013;34:1292–301.CrossRefPubMed Mevel K, Landeau B, Fouquet M, La Joie R, Villain N, Mézenge F, Perrotin A, Eustache F, Desgranges B, Chételat G. Age effect on the default mode network, inner thoughts, and cognitive abilities. Neurobiol Aging. 2013;34:1292–301.CrossRefPubMed
54.
go back to reference Reuter-Lorenz PA, Park DC. Human neuroscience and the aging mind: a new look at old problems. J Gerontol Ser B Psychol Sci Soc Sci. 2010;18:gbq035. Reuter-Lorenz PA, Park DC. Human neuroscience and the aging mind: a new look at old problems. J Gerontol Ser B Psychol Sci Soc Sci. 2010;18:gbq035.
55.
go back to reference Teipel SJ, Bokde AL, Meindl T, Amaro E, Soldner J, Reiser MF, Herpertz SC, Möller H-J, Hampel H. White matter microstructure underlying default mode network connectivity in the human brain. NeuroImage. 2010;49:2021–32.CrossRefPubMed Teipel SJ, Bokde AL, Meindl T, Amaro E, Soldner J, Reiser MF, Herpertz SC, Möller H-J, Hampel H. White matter microstructure underlying default mode network connectivity in the human brain. NeuroImage. 2010;49:2021–32.CrossRefPubMed
56.
go back to reference Wittchen H, Pfister H. DIA-X Interviews (M-CIDI). Frankfurt: Swets & Zeitlinger; 1997. Wittchen H, Pfister H. DIA-X Interviews (M-CIDI). Frankfurt: Swets & Zeitlinger; 1997.
57.
go back to reference Hiller W, Zaudig M, Mombour W. Internationale Diagnosen-Checklisten für DSM-IV und ICD-10; IDCL. Hogrefe: Verlag für Psychologie; 1997. Hiller W, Zaudig M, Mombour W. Internationale Diagnosen-Checklisten für DSM-IV und ICD-10; IDCL. Hogrefe: Verlag für Psychologie; 1997.
58.
go back to reference Schmidt K-H, Metzler P. Wortschatztest. Weinheim: WST. Beltz; 1992. Schmidt K-H, Metzler P. Wortschatztest. Weinheim: WST. Beltz; 1992.
59.
go back to reference Tewes U. Hamburg-Wechsler-Intelligenztest für Erwachsene-Revision (HAWIE-R). Bern: Huber; 1991. Tewes U. Hamburg-Wechsler-Intelligenztest für Erwachsene-Revision (HAWIE-R). Bern: Huber; 1991.
60.
go back to reference Helmstaedter C, Lendt M, Lux S. VLMT: Verbaler Lern-und Merkfähigkeitstest. Göttingen: Beltz Test; 2001. Helmstaedter C, Lendt M, Lux S. VLMT: Verbaler Lern-und Merkfähigkeitstest. Göttingen: Beltz Test; 2001.
61.
go back to reference Wechsler D. WMS-R: Wechsler Memory Scale-Revised. New York: Psychological Corporation; 1987. Wechsler D. WMS-R: Wechsler Memory Scale-Revised. New York: Psychological Corporation; 1987.
62.
go back to reference Marker K. Handbuch zum Programmpaket COGPACK, Version 7.6. Ladenburg: Marker Software; 2001. Marker K. Handbuch zum Programmpaket COGPACK, Version 7.6. Ladenburg: Marker Software; 2001.
63.
go back to reference Horn W. Achievement Measure System (Leistungs-Pruef-System/LPS). Goettingen: Hogrefe; 1962. Horn W. Achievement Measure System (Leistungs-Pruef-System/LPS). Goettingen: Hogrefe; 1962.
64.
go back to reference Shallice T. Specific impairments of planning. Philos Trans R Soc Lond B Biol Sci. 1982;298:199–209.CrossRefPubMed Shallice T. Specific impairments of planning. Philos Trans R Soc Lond B Biol Sci. 1982;298:199–209.CrossRefPubMed
65.
go back to reference Reitan RM. Trail Making Test: Manual for administration and scoring. Tucson: Reitan Neuropsychology Laboratory; 1992. Reitan RM. Trail Making Test: Manual for administration and scoring. Tucson: Reitan Neuropsychology Laboratory; 1992.
66.
go back to reference Reitan RM. Trail Making Test: Manual for administration and scoring. Reitan Neuropsychology Laboratory; 1992. Reitan RM. Trail Making Test: Manual for administration and scoring. Reitan Neuropsychology Laboratory; 1992.
67.
go back to reference von Bastian CC, Locher A, Ruflin M. Tatool: a Java-based open-source programming framework for psychological studies. Behav Res Methods. 2013;45:108–15.CrossRefPubMed von Bastian CC, Locher A, Ruflin M. Tatool: a Java-based open-source programming framework for psychological studies. Behav Res Methods. 2013;45:108–15.CrossRefPubMed
68.
go back to reference von Bastian CC, Langer N, Jäncke L, Oberauer K. Effects of working memory training in young and old adults. Mem Cogn 2013, 41:611–624. von Bastian CC, Langer N, Jäncke L, Oberauer K. Effects of working memory training in young and old adults. Mem Cogn 2013, 41:611–624.
69.
go back to reference Sebastian A, Pohl M, Klöppel S, Feige B, Lange T, Stahl C, Voss A, Klauer K, Lieb K, Tüscher O. Disentangling common and specific neural subprocesses of response inhibition. NeuroImage. 2013;64:601–15.CrossRefPubMed Sebastian A, Pohl M, Klöppel S, Feige B, Lange T, Stahl C, Voss A, Klauer K, Lieb K, Tüscher O. Disentangling common and specific neural subprocesses of response inhibition. NeuroImage. 2013;64:601–15.CrossRefPubMed
70.
go back to reference Wilke M, Lidzba K. LI-tool: a new toolbox to assess lateralization in functional MR-data. J Neurosci Methods. 2007;163:128–36.CrossRefPubMed Wilke M, Lidzba K. LI-tool: a new toolbox to assess lateralization in functional MR-data. J Neurosci Methods. 2007;163:128–36.CrossRefPubMed
71.
go back to reference Hess M, Lenz S, Blätte TJ, Bullinger L, Binder H. Partitioned learning of deep Boltzmann machines for SNP data. Bioinformatics. 2017;33:3173–80.CrossRefPubMed Hess M, Lenz S, Blätte TJ, Bullinger L, Binder H. Partitioned learning of deep Boltzmann machines for SNP data. Bioinformatics. 2017;33:3173–80.CrossRefPubMed
72.
go back to reference Drzezga A, Becker JA, Van Dijk KR, Sreenivasan A, Talukdar T, Sullivan C, Schultz AP, Sepulcre J, Putcha D, Greve D. Neuronal dysfunction and disconnection of cortical hubs in non-demented subjects with elevated amyloid burden. Brain. 2011;134:1635–46.CrossRefPubMedPubMedCentral Drzezga A, Becker JA, Van Dijk KR, Sreenivasan A, Talukdar T, Sullivan C, Schultz AP, Sepulcre J, Putcha D, Greve D. Neuronal dysfunction and disconnection of cortical hubs in non-demented subjects with elevated amyloid burden. Brain. 2011;134:1635–46.CrossRefPubMedPubMedCentral
73.
go back to reference Boecker H, Hillman CH, Scheef L, Strüder HK. Functional neuroimaging in exercise and sport sciences. Berlin: Springer Science & Business Media; 2012. Boecker H, Hillman CH, Scheef L, Strüder HK. Functional neuroimaging in exercise and sport sciences. Berlin: Springer Science & Business Media; 2012.
Metadata
Title
Mechanisms and modulators of cognitive training gain transfer in cognitively healthy aging: study protocol of the AgeGain study
Authors
Dominik Wolf
Oliver Tüscher
Stefan Teipel
Andreas Mierau
Heiko Strüder
Alexander Drzezga
Bernhard Baier
Harald Binder
Andreas Fellgiebel
the German AgeGain study group
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Trials / Issue 1/2018
Electronic ISSN: 1745-6215
DOI
https://doi.org/10.1186/s13063-018-2688-2

Other articles of this Issue 1/2018

Trials 1/2018 Go to the issue