Skip to main content
Top
Published in: BMC Geriatrics 1/2024

Open Access 01-12-2024 | Mild Neurocognitive Disorder | Research

Brain activation during standing balance control in dual-task paradigm and its correlation among older adults with mild cognitive impairment: a fNIRS study

Authors: Guocai Xu, Mian Zhou, Yan Chen, Qipeng Song, Wei Sun, Jiangna Wang

Published in: BMC Geriatrics | Issue 1/2024

Login to get access

Abstract

Background

This study aimed to compare the balance ability and functional brain oxygenation in the prefrontal cortex (PFC) among older adults with mild cognitive impairment (MCI) under single and dual tasks, and also investigate their relationship. Neural regulatory mechanisms of the brain in the MCI were shed light on in balance control conditions.

Methods

21 older adults with MCI (female = 12, age: 71.19 ± 3.36 years) were recruited as the experimental group and 19 healthy older adults (female = 9, age: 70.16 ± 4.54 years) as the control group. Participants completed balance control of single task and dual task respectively. Functional near-infrared spectroscopy (fNIRS) and force measuring platform are used to collect hemodynamic signals of the PFC and center of pressure (COP) data during the balance task, respectively.

Results

The significant Group*Task interaction effect was found in maximal displacement of the COP in the medial-lateral (ML) direction (D-ml), 95% confidence ellipse area (95%AREA), root mean square (RMS), the RMS in the ML direction (RMS-ml), the RMS in the anterior-posterior (AP) direction (RMS-ap), sway path (SP), the sway path in the ML direction (SP-ml), and the sway path in the AP direction (SP-ap). The significant group effect was detected for five regions of interest (ROI), namely the left Brodmann area (BA) 45 (L45), the right BA45 (R45), the right BA10 (R10), the left BA46 (L46), and the right BA11 (R11). Under single task, maximal displacement of the COP in the AP direction (D-ap), RMS, and RMS-ap were significantly negatively correlated with R45, L45, and R11 respectively. Under dual task, both RMS and 95%AREA were correlated positively with L45, and both L10 and R10 were positively correlated with RMS-ap.

Conclusion

The MCI demonstrated worse balance control ability as compared to healthy older adults. The greater activation of PFC under dual tasks in MCI may be considered a compensatory strategy for maintaining the standing balance. The brain activation was negatively correlated with balance ability under single task, and positively under dual task.

Trial registration

ChiCTR2100044221​, 12/03/2021.
Literature
1.
go back to reference Portet F, Ousset PJ, Visser PJ, Frisoni GB, Nobili F, Scheltens P, et al. Mild cognitive impairment (MCI) in medical practice: a critical review of the concept and new diagnostic procedure. Report of the MCI working Group of the European Consortium on Alzheimer's disease. Neurol Neurosurg Psychiatry. 2006;77(6):714–8.CrossRef Portet F, Ousset PJ, Visser PJ, Frisoni GB, Nobili F, Scheltens P, et al. Mild cognitive impairment (MCI) in medical practice: a critical review of the concept and new diagnostic procedure. Report of the MCI working Group of the European Consortium on Alzheimer's disease. Neurol Neurosurg Psychiatry. 2006;77(6):714–8.CrossRef
2.
go back to reference Petersen RC, Roberts RO, Knopman DS, Geda YE, Cha RH, Pankratz VS, et al. Prevalence of mild cognitive impairment is higher in men. The Mayo Clinic study of aging. Neurology: official journal of the American Academy of. Neurol. 2010;(10):75. Petersen RC, Roberts RO, Knopman DS, Geda YE, Cha RH, Pankratz VS, et al. Prevalence of mild cognitive impairment is higher in men. The Mayo Clinic study of aging. Neurology: official journal of the American Academy of. Neurol. 2010;(10):75.
3.
go back to reference Manly J, Jones R, Langa K, Ryan L, Levine D, McCammon R, et al. Estimating the prevalence of dementia and mild cognitive impairment in the US: the 2016 health and retirement study harmonized cognitive assessment protocol project. JAMA neurol. 2022;79(12):1242–9.PubMedPubMedCentralCrossRef Manly J, Jones R, Langa K, Ryan L, Levine D, McCammon R, et al. Estimating the prevalence of dementia and mild cognitive impairment in the US: the 2016 health and retirement study harmonized cognitive assessment protocol project. JAMA neurol. 2022;79(12):1242–9.PubMedPubMedCentralCrossRef
4.
go back to reference Lach HW, Harrison BE, Phongphanngam S. Falls and fall prevention in older adults with early-stage dementia: an integrative review. Res Gerontol Nurs. 2016;10(3):1–10. Lach HW, Harrison BE, Phongphanngam S. Falls and fall prevention in older adults with early-stage dementia: an integrative review. Res Gerontol Nurs. 2016;10(3):1–10.
5.
go back to reference Liu X, Chen MH, Yue GH. Postural control dysfunction and balance rehabilitation in older adults with mild cognitive impairment. Brain Sci. 2020;10(11):873.PubMedPubMedCentralCrossRef Liu X, Chen MH, Yue GH. Postural control dysfunction and balance rehabilitation in older adults with mild cognitive impairment. Brain Sci. 2020;10(11):873.PubMedPubMedCentralCrossRef
6.
go back to reference Liang H, Yue Z, Liu Y, Yan Z, Wang B, Xiang N, et al. Association between mild cognitive impairment and falls among Chinese older adults: the mediating roles of balance capacity and depressive symptoms. Injury prevent : j Int Soc Child Adoles Injury Prevent. 2023;29(2):173–9.CrossRef Liang H, Yue Z, Liu Y, Yan Z, Wang B, Xiang N, et al. Association between mild cognitive impairment and falls among Chinese older adults: the mediating roles of balance capacity and depressive symptoms. Injury prevent : j Int Soc Child Adoles Injury Prevent. 2023;29(2):173–9.CrossRef
7.
go back to reference Jungha, Hwang, Sunmin, Lee: the effect of virtual reality program on the cognitive function and balance of the people with mild cognitive impairment. J Phys Ther Sci. 2017. Jungha, Hwang, Sunmin, Lee: the effect of virtual reality program on the cognitive function and balance of the people with mild cognitive impairment. J Phys Ther Sci. 2017.
8.
go back to reference Olivier, Beauchet, Gilles, Allali, Berrut, Caroline, Hommet, Véronique, Dubost, Frédéric: gait analysis in demented subjects: interests and perspectives. Neuropsychiatric Disease Treat. 2008. Olivier, Beauchet, Gilles, Allali, Berrut, Caroline, Hommet, Véronique, Dubost, Frédéric: gait analysis in demented subjects: interests and perspectives. Neuropsychiatric Disease Treat. 2008.
9.
go back to reference Deschamps T, Beauchet O, Annweiler C, Cornu C, Mignardot JB. Postural control and cognitive decline in older adults: position versus velocity implicit motor strategy. Gait post. 2014;39(1):628–30.CrossRef Deschamps T, Beauchet O, Annweiler C, Cornu C, Mignardot JB. Postural control and cognitive decline in older adults: position versus velocity implicit motor strategy. Gait post. 2014;39(1):628–30.CrossRef
10.
go back to reference Ye JC, Tak S, Jang KE, Jung J. Jang J: NIRS-SPM: statistical parametric mapping for near-infrared spectroscopy proceedings of SPIE - the international society for. Opt Eng. 2009;44(2):428–47. Ye JC, Tak S, Jang KE, Jung J. Jang J: NIRS-SPM: statistical parametric mapping for near-infrared spectroscopy proceedings of SPIE - the international society for. Opt Eng. 2009;44(2):428–47.
11.
go back to reference Montero-Odasso M, Muir SW, Speechley M. Dual-task complexity affects gait in people with mild cognitive impairment: the interplay between gait variability, dual tasking, and risk of falls. Archiv Phys Med Rehab. 2012;93(2):293–9.CrossRef Montero-Odasso M, Muir SW, Speechley M. Dual-task complexity affects gait in people with mild cognitive impairment: the interplay between gait variability, dual tasking, and risk of falls. Archiv Phys Med Rehab. 2012;93(2):293–9.CrossRef
12.
go back to reference Al-Yahya E, Dawes H, Smith L, Dennis A, Howells K, Cockburn J. Cognitive motor interference while walking: a systematic review and meta-analysis. Neurosci Biobehav Rev. 2011;35(3):715–28.PubMedCrossRef Al-Yahya E, Dawes H, Smith L, Dennis A, Howells K, Cockburn J. Cognitive motor interference while walking: a systematic review and meta-analysis. Neurosci Biobehav Rev. 2011;35(3):715–28.PubMedCrossRef
13.
go back to reference Lacour M, Bernard-Demanze L, Dumitrescu M. Posture control, aging, and attention resources: models and posture-analysis methods. Neurophysiol clin-Clin neurophysiol. 2008;38(6):411–21.CrossRef Lacour M, Bernard-Demanze L, Dumitrescu M. Posture control, aging, and attention resources: models and posture-analysis methods. Neurophysiol clin-Clin neurophysiol. 2008;38(6):411–21.CrossRef
14.
go back to reference Richer N, Saunders D, Polskaia N, Lajoie Y. The effects of attentional focus and cognitive tasks on postural sway may be the result of automaticity. Gait Post. 2017;54:45.CrossRef Richer N, Saunders D, Polskaia N, Lajoie Y. The effects of attentional focus and cognitive tasks on postural sway may be the result of automaticity. Gait Post. 2017;54:45.CrossRef
15.
go back to reference Hunter SW, Alison D, Courtney F, Montero OM. A framework for secondary cognitive and motor tasks in dual-task gait testing in people with mild cognitive impairment. BMC Geriatr. 2018;18(1):202.PubMedPubMedCentralCrossRef Hunter SW, Alison D, Courtney F, Montero OM. A framework for secondary cognitive and motor tasks in dual-task gait testing in people with mild cognitive impairment. BMC Geriatr. 2018;18(1):202.PubMedPubMedCentralCrossRef
16.
go back to reference Radel R, Brisswalter J, Perrey S. Saving mental effort to maintain physical effort: a shift of activity within the prefrontal cortex in anticipation of prolonged exercise. Cognit Affect Behav Neurosci. 2017;17(2):305–14.CrossRef Radel R, Brisswalter J, Perrey S. Saving mental effort to maintain physical effort: a shift of activity within the prefrontal cortex in anticipation of prolonged exercise. Cognit Affect Behav Neurosci. 2017;17(2):305–14.CrossRef
17.
go back to reference Anstey KJ, Wood J, Kerr G, Caldwell H, Lord SR. Different cognitive profiles for single compared with recurrent fallers without dementia. Neuropsychol. 2009;23(4):500–8.CrossRef Anstey KJ, Wood J, Kerr G, Caldwell H, Lord SR. Different cognitive profiles for single compared with recurrent fallers without dementia. Neuropsychol. 2009;23(4):500–8.CrossRef
18.
go back to reference Rjsg A, Mrh A, Rp A, Ew B, Mlcb C. Functional near-infrared spectroscopy reveals the compensatory potential of pre-frontal cortical activity for standing balance in young and older adults. Neurosci. 2021;452:208–18.CrossRef Rjsg A, Mrh A, Rp A, Ew B, Mlcb C. Functional near-infrared spectroscopy reveals the compensatory potential of pre-frontal cortical activity for standing balance in young and older adults. Neurosci. 2021;452:208–18.CrossRef
19.
go back to reference Winblad B, Palmer K, Kivipelto M, Jelic V, Fratiglioni L, Wahlund LO, et al. Mild cognitive impairment--beyond controversies, towards a consensus: report of the International Working Group on Mild Cognitive Impairment. J Intern Med. 2004;256(3):240–6.PubMedCrossRef Winblad B, Palmer K, Kivipelto M, Jelic V, Fratiglioni L, Wahlund LO, et al. Mild cognitive impairment--beyond controversies, towards a consensus: report of the International Working Group on Mild Cognitive Impairment. J Intern Med. 2004;256(3):240–6.PubMedCrossRef
20.
go back to reference Shin B, Han S, Jung J, Kim J, Fregni F. Effect of mild cognitive impairment on balance. J Neurol Sci. 2011;305:121–5.PubMedCrossRef Shin B, Han S, Jung J, Kim J, Fregni F. Effect of mild cognitive impairment on balance. J Neurol Sci. 2011;305:121–5.PubMedCrossRef
21.
go back to reference Marusic U, Taube W, Morrison SA, Biasutti L, Grassi B, De Pauw K, et al. Aging effects on prefrontal cortex oxygenation in a posture-cognition dual-task: an fNIRS pilot study. Europ Rev Aging Phys Act. 2019;16(1) Marusic U, Taube W, Morrison SA, Biasutti L, Grassi B, De Pauw K, et al. Aging effects on prefrontal cortex oxygenation in a posture-cognition dual-task: an fNIRS pilot study. Europ Rev Aging Phys Act. 2019;16(1)
22.
go back to reference Cutini S, Scatturin P, Zorzi M. A new method based on ICBM152 head surface for probe placement in multichannel fNIRS. Neuroimage. 2011;54(2):919–27.PubMedCrossRef Cutini S, Scatturin P, Zorzi M. A new method based on ICBM152 head surface for probe placement in multichannel fNIRS. Neuroimage. 2011;54(2):919–27.PubMedCrossRef
24.
go back to reference Hijmans JM, Zijlstra W, Geertzen J, Hof AL, Postema K. Foot and ankle compression improves joint position sense but not bipedal stance in older people. Gait Post. 2009;29(2):322–5.CrossRef Hijmans JM, Zijlstra W, Geertzen J, Hof AL, Postema K. Foot and ankle compression improves joint position sense but not bipedal stance in older people. Gait Post. 2009;29(2):322–5.CrossRef
25.
go back to reference Prieto TE, Myklebust JB. Myklebust BMJIToRE: characterization and modeling of postural steadiness in the elderly: a review. IEEE Transact Rehab Eng. 1993;1(1):26–34.CrossRef Prieto TE, Myklebust JB. Myklebust BMJIToRE: characterization and modeling of postural steadiness in the elderly: a review. IEEE Transact Rehab Eng. 1993;1(1):26–34.CrossRef
26.
go back to reference Jang KE, Tak S, Jang J, Jung J, Ye JC. Wavelet-MDL detrending for near-infrared spectroscopy (NIRS). J Biomed Opt. 2009;14(3) Jang KE, Tak S, Jang J, Jung J, Ye JC. Wavelet-MDL detrending for near-infrared spectroscopy (NIRS). J Biomed Opt. 2009;14(3)
27.
go back to reference Tak S, Ye J. Statistical analysis of fNIRS data: a comprehensive review. Neuro Image. 2014:72–91. Tak S, Ye J. Statistical analysis of fNIRS data: a comprehensive review. Neuro Image. 2014:72–91.
28.
go back to reference Pierce C. A: cautionary note on reporting eta-squared values from multifactor ANOVA designs. Educ Psycholog Measurement. 2004;64(6):916–24.MathSciNetCrossRef Pierce C. A: cautionary note on reporting eta-squared values from multifactor ANOVA designs. Educ Psycholog Measurement. 2004;64(6):916–24.MathSciNetCrossRef
29.
go back to reference Cohen J. Statistical power analysis for the behavioral sciences. In: NJ: Lawrence Erlbaum associates, publishers. 2nd ed. Hillsdale; 1988. Cohen J. Statistical power analysis for the behavioral sciences. In: NJ: Lawrence Erlbaum associates, publishers. 2nd ed. Hillsdale; 1988.
30.
go back to reference Kuan Y, Huang L, Wang Y, Hu C, Tseng I, Chen H, et al. Balance and gait performance in older adults with early-stage cognitive impairment. Europ j phys rehab med. 2021;57(4):560–7. Kuan Y, Huang L, Wang Y, Hu C, Tseng I, Chen H, et al. Balance and gait performance in older adults with early-stage cognitive impairment. Europ j phys rehab med. 2021;57(4):560–7.
31.
go back to reference Fujita H, Kasubuchi K, Wakata S, Hiyamizu M, Morioka S. Role of the frontal cortex in standing postural sway tasks while dual-tasking: a functional near-infrared spectroscopy study examining working memory capacity. Biomed Res Int. 2016;2016:7053867.PubMedPubMedCentralCrossRef Fujita H, Kasubuchi K, Wakata S, Hiyamizu M, Morioka S. Role of the frontal cortex in standing postural sway tasks while dual-tasking: a functional near-infrared spectroscopy study examining working memory capacity. Biomed Res Int. 2016;2016:7053867.PubMedPubMedCentralCrossRef
32.
go back to reference Jeon S, Han S, Jeong J, Fregni F. Effect of exercise on balance in persons with mild cognitive impairment. Neuro Rehab. 2014;35(2):271–8. Jeon S, Han S, Jeong J, Fregni F. Effect of exercise on balance in persons with mild cognitive impairment. Neuro Rehab. 2014;35(2):271–8.
33.
go back to reference Heuninckx S, Wenderoth N, Debaere F, Peeters R, Swinnen S. Neural basis of aging: the penetration of cognition into action control. J Neurosci. 2005;25(29):6787–96.PubMedPubMedCentralCrossRef Heuninckx S, Wenderoth N, Debaere F, Peeters R, Swinnen S. Neural basis of aging: the penetration of cognition into action control. J Neurosci. 2005;25(29):6787–96.PubMedPubMedCentralCrossRef
34.
go back to reference Cocchini G, Della Sala S, Logie R, Pagani R, Sacco L, Spinnler H. Dual task effects of walking when talking in Alzheimer's disease. Rev Neurol. 2004;160(1):74–80.PubMedCrossRef Cocchini G, Della Sala S, Logie R, Pagani R, Sacco L, Spinnler H. Dual task effects of walking when talking in Alzheimer's disease. Rev Neurol. 2004;160(1):74–80.PubMedCrossRef
35.
go back to reference Holtzer R, Mahoney J, Izzetoglu M, Wang C, England S, Verghese J. Online fronto-cortical control of simple and attention-demanding locomotion in humans. Neuro Image. 2015;112:152–9.PubMed Holtzer R, Mahoney J, Izzetoglu M, Wang C, England S, Verghese J. Online fronto-cortical control of simple and attention-demanding locomotion in humans. Neuro Image. 2015;112:152–9.PubMed
36.
go back to reference Lin CC, Barker JW, Sparto PJ, Furman JM, Huppert TJ. Functional near-infrared spectroscopy (fNIRS) brain imaging of multi-sensory integration during computerized dynamic posturography in middle-aged and older adults. Exp Brain Res. 2017;235(4):1247–56.PubMedPubMedCentralCrossRef Lin CC, Barker JW, Sparto PJ, Furman JM, Huppert TJ. Functional near-infrared spectroscopy (fNIRS) brain imaging of multi-sensory integration during computerized dynamic posturography in middle-aged and older adults. Exp Brain Res. 2017;235(4):1247–56.PubMedPubMedCentralCrossRef
37.
go back to reference Richer N, Lajoie Y. Automaticity of postural control while dual-tasking revealed in young and older adults. Exp Aging Res. 2019;46(1):1–21.PubMedCrossRef Richer N, Lajoie Y. Automaticity of postural control while dual-tasking revealed in young and older adults. Exp Aging Res. 2019;46(1):1–21.PubMedCrossRef
38.
go back to reference Ren T, Ho R, Mak A. Dysfunctional cortico-basal ganglia-thalamic circuit and altered hippocampal-amygdala activity on cognitive set-shifting in non-neuropsychiatric systemic lupus erythematosus. Arthritis rheumatism. 2012;64(12):4048–59.PubMedCrossRef Ren T, Ho R, Mak A. Dysfunctional cortico-basal ganglia-thalamic circuit and altered hippocampal-amygdala activity on cognitive set-shifting in non-neuropsychiatric systemic lupus erythematosus. Arthritis rheumatism. 2012;64(12):4048–59.PubMedCrossRef
39.
go back to reference Holtzer R, Izzetoglu M. Mild cognitive impairments attenuate prefrontal cortex activations during walking in older adults. Brain sci. 2020;10(7) Holtzer R, Izzetoglu M. Mild cognitive impairments attenuate prefrontal cortex activations during walking in older adults. Brain sci. 2020;10(7)
40.
go back to reference Pelicioni PHS, Tijsma M, Lord SR, Menant J. Prefrontal cortical activation measured by fNIRS during walking: effects of age, disease and secondary task. PeerJ. 2019;7:e6833.PubMedPubMedCentralCrossRef Pelicioni PHS, Tijsma M, Lord SR, Menant J. Prefrontal cortical activation measured by fNIRS during walking: effects of age, disease and secondary task. PeerJ. 2019;7:e6833.PubMedPubMedCentralCrossRef
41.
go back to reference Ung WC, Tang TB, Yap KH, Ebenezer EGM, Kiguchi M. Assessing neural compensation with visuospatial working memory load using near-infrared imaging. IEEE transactions on neural systems rehabilitation. Engin. 2019;PP(99):1. Ung WC, Tang TB, Yap KH, Ebenezer EGM, Kiguchi M. Assessing neural compensation with visuospatial working memory load using near-infrared imaging. IEEE transactions on neural systems rehabilitation. Engin. 2019;PP(99):1.
42.
go back to reference Katzorke A, Zeller JBM, Müller LD, Lauer M, Herrmann MJ. Decreased hemodynamic response in inferior frontotemporal regions in elderly with mild cognitive impairment. Psychiatry Res Neuroimaging. 2018:274. Katzorke A, Zeller JBM, Müller LD, Lauer M, Herrmann MJ. Decreased hemodynamic response in inferior frontotemporal regions in elderly with mild cognitive impairment. Psychiatry Res Neuroimaging. 2018:274.
43.
go back to reference Petrigna L, Thomas E, Gentile A, Paoli A, Bianco A. The evaluation of dual-task conditions on static postural control in the older adults: a systematic review and meta-analysis protocol. System Rev. 2019;8(1) Petrigna L, Thomas E, Gentile A, Paoli A, Bianco A. The evaluation of dual-task conditions on static postural control in the older adults: a systematic review and meta-analysis protocol. System Rev. 2019;8(1)
44.
go back to reference Holtzer R, Schoen C, Demetriou E, Mahoney J, Izzetoglu M, Wang C, et al. Stress and gender effects on prefrontal cortex oxygenation levels assessed during single and dual-task walking conditions. Eur J Neurosci. 2017;45(5):660–70.PubMedPubMedCentralCrossRef Holtzer R, Schoen C, Demetriou E, Mahoney J, Izzetoglu M, Wang C, et al. Stress and gender effects on prefrontal cortex oxygenation levels assessed during single and dual-task walking conditions. Eur J Neurosci. 2017;45(5):660–70.PubMedPubMedCentralCrossRef
45.
go back to reference Beurskens R, Helmich I, Rein R, Bock O. Age-related changes in prefrontal activity during walking in dual-task situations: a fNIRS study. Int j psychophysiol: official j Int Organ Psychophysiol. 2014;92(3):122–8.CrossRef Beurskens R, Helmich I, Rein R, Bock O. Age-related changes in prefrontal activity during walking in dual-task situations: a fNIRS study. Int j psychophysiol: official j Int Organ Psychophysiol. 2014;92(3):122–8.CrossRef
47.
go back to reference Roca M, Torralva T, Gleichgerrcht E, Woolgar A, Thompson R, Duncan J, et al. The role of area 10 (BA10) in human multitasking and in social cognition: a lesion study. Neuropsychol. 2011;49(13):3525–31.CrossRef Roca M, Torralva T, Gleichgerrcht E, Woolgar A, Thompson R, Duncan J, et al. The role of area 10 (BA10) in human multitasking and in social cognition: a lesion study. Neuropsychol. 2011;49(13):3525–31.CrossRef
48.
go back to reference Koechlin E, Corrado G, Pietrini P, Grafman J. Dissociating the role of the medial and lateral anterior prefrontal cortex in human planning. Proc Natl Acad Sci U S A. 2000;97(13):7651–6.ADSPubMedPubMedCentralCrossRef Koechlin E, Corrado G, Pietrini P, Grafman J. Dissociating the role of the medial and lateral anterior prefrontal cortex in human planning. Proc Natl Acad Sci U S A. 2000;97(13):7651–6.ADSPubMedPubMedCentralCrossRef
49.
go back to reference Burgess P, Dumontheil I, Gilbert S. The gateway hypothesis of rostral prefrontal cortex (area 10) function. Trends Cogn Sci. 2007;11(7):290–8.PubMedCrossRef Burgess P, Dumontheil I, Gilbert S. The gateway hypothesis of rostral prefrontal cortex (area 10) function. Trends Cogn Sci. 2007;11(7):290–8.PubMedCrossRef
50.
go back to reference Raz N, Gunning F, Head D, Dupuis J, McQuain J, Briggs S, et al. Selective aging of the human cerebral cortex observed in vivo: differential vulnerability of the prefrontal gray matter. Cereb Cortex. 1997;7(3):268–82.PubMedCrossRef Raz N, Gunning F, Head D, Dupuis J, McQuain J, Briggs S, et al. Selective aging of the human cerebral cortex observed in vivo: differential vulnerability of the prefrontal gray matter. Cereb Cortex. 1997;7(3):268–82.PubMedCrossRef
51.
go back to reference Allali G, van der Meulen M, Beauchet O, Rieger S, Vuilleumier P, Assal F. The neural basis of age-related changes in motor imagery of gait: an fMRI study. J Gerontol A Biol Sci Med Sci. 2014;69(11):1389–98.PubMedCrossRef Allali G, van der Meulen M, Beauchet O, Rieger S, Vuilleumier P, Assal F. The neural basis of age-related changes in motor imagery of gait: an fMRI study. J Gerontol A Biol Sci Med Sci. 2014;69(11):1389–98.PubMedCrossRef
52.
go back to reference Beretta V, Santos P, Orcioli-Silva D, Zampier V, Vitório R, Gobbi L. Transcranial direct current stimulation for balance rehabilitation in neurological disorders: a systematic review and meta-analysis. Ageing Res Rev. 2022;81:101736.PubMedCrossRef Beretta V, Santos P, Orcioli-Silva D, Zampier V, Vitório R, Gobbi L. Transcranial direct current stimulation for balance rehabilitation in neurological disorders: a systematic review and meta-analysis. Ageing Res Rev. 2022;81:101736.PubMedCrossRef
53.
go back to reference Ali N, Tian H, Thabane L, Ma J, Wu H, Zhong Q, et al. The effects of dual-task training on cognitive and physical functions in older adults with cognitive impairment; a systematic review and Meta-analysis. J Prevent Alzheimer's Disease. 2022;9(2):359–70. Ali N, Tian H, Thabane L, Ma J, Wu H, Zhong Q, et al. The effects of dual-task training on cognitive and physical functions in older adults with cognitive impairment; a systematic review and Meta-analysis. J Prevent Alzheimer's Disease. 2022;9(2):359–70.
Metadata
Title
Brain activation during standing balance control in dual-task paradigm and its correlation among older adults with mild cognitive impairment: a fNIRS study
Authors
Guocai Xu
Mian Zhou
Yan Chen
Qipeng Song
Wei Sun
Jiangna Wang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Geriatrics / Issue 1/2024
Electronic ISSN: 1471-2318
DOI
https://doi.org/10.1186/s12877-024-04772-1

Other articles of this Issue 1/2024

BMC Geriatrics 1/2024 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