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Published in: Brain Topography 2/2017

01-03-2017 | Original Paper

Association Between Falls and Brain Subvolumes: Results from a Cross-Sectional Analysis in Healthy Older Adults

Authors: Olivier Beauchet, Cyrille P. Launay, John Barden, Teresa Liu-Ambrose, Victoria L. Chester, Tony Szturm, Sébastien Grenier, Guillaume Léonard, Louis Bherer, Cédric Annweiler, Jorunn L. Helbostad, Joe Verghese, Gilles Allali, Biomathics and Canadian Gait Consortium

Published in: Brain Topography | Issue 2/2017

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Abstract

Falls are a consequence of gait instability. Cortical and subcortical abnormalities have been associated with gait instability but not yet with falls. This study aims to compare the global and regional brain subvolumes between healthy older fallers and non-fallers. A total of 77 healthy older individuals (23 fallers and 54 non-fallers, 69.8 ± 3.5 years; 45.5 % female) were included in this study using a cross-sectional design. Based on an a priori hypothesis, the following brain subvolumes were quantified from three-dimensional T1-weighted MRI using FreeSurfer software: total white matter abnormalities, total white matter, total cortical and subcortical gray matter, hippocampus, motor cortex, somatosensory cortex, premotor cortex, prefrontal cortex and parietal cortex volumes. Gait performances were also recorded. Age, sex, body mass index, comorbidities, use of psychoactive drugs, far-distance visual acuity, lower-limb proprioception, depressive symptoms and cognitive scores (Mini-Mental State Examination, Frontal Assessment Battery) were used as covariates. Fallers have more frequently depressive symptoms (P = 0.048), a lower far distance visual acuity (P = 0.026) and a higher coefficient of variation of stride time (P = 0.008) compared to non-fallers. There was a trend to greater subvolumes for the somatosensory cortex (P = 0.093) and the hippocampus (P = 0.060) in the falls group. Multiple logistic regressions showed that subvolumes of the somatosensory cortex and the hippocampus (P < 0.042) were increased in fallers compared to non-fallers, even after adjustment for clinical and brain characteristics. The greater subvolumes of the somatosensory cortex and hippocampus reported in fallers compared to non-fallers suggests a possible brain compensatory mechanism involving spatial navigation and integration of sensory information.
Literature
go back to reference Abellan van Kan G, Rolland Y, Andrieu S, Bauer J, Beauchet O, Bonnefoy M, Cesari M, Donini LM, Gillette Guyonnet S, Inzitari M, Nourhashemi F, Onder G, Ritz P, Salva A, Visser M, Vellas B (2009) Gait speed at usual pace as a predictor of adverse outcomes in community-dwelling older people an International Academy on Nutrition and Aging (IANA) Task Force. J Nutr Health Aging 13:881–889CrossRefPubMed Abellan van Kan G, Rolland Y, Andrieu S, Bauer J, Beauchet O, Bonnefoy M, Cesari M, Donini LM, Gillette Guyonnet S, Inzitari M, Nourhashemi F, Onder G, Ritz P, Salva A, Visser M, Vellas B (2009) Gait speed at usual pace as a predictor of adverse outcomes in community-dwelling older people an International Academy on Nutrition and Aging (IANA) Task Force. J Nutr Health Aging 13:881–889CrossRefPubMed
go back to reference Allali G, Assal F, Kressig RW, Dubost V, Herrmann FR, Beauchet O (2008) Impact of impaired executive function on gait stability. Dement Geriatr Cogn Disord 26:364–369CrossRefPubMed Allali G, Assal F, Kressig RW, Dubost V, Herrmann FR, Beauchet O (2008) Impact of impaired executive function on gait stability. Dement Geriatr Cogn Disord 26:364–369CrossRefPubMed
go back to reference Allali G, van der Meulen M, Beauchet O, Rieger SW, Vuilleumier P, Assal F (2014) The neural basis of age-related changes in motor imagery of gait: an fMRI study. J Gerontol A Biol Sci Med Sci 69:1389–1398CrossRefPubMed Allali G, van der Meulen M, Beauchet O, Rieger SW, Vuilleumier P, Assal F (2014) The neural basis of age-related changes in motor imagery of gait: an fMRI study. J Gerontol A Biol Sci Med Sci 69:1389–1398CrossRefPubMed
go back to reference Annweiler C, Montero-Odasso M, Bartha R, Drozd J, Hachinski V, Beauchet O (2014) Association between gait variability and brain ventricle attributes: a brain mapping study. Exp Gerontol 57:256–263CrossRefPubMed Annweiler C, Montero-Odasso M, Bartha R, Drozd J, Hachinski V, Beauchet O (2014) Association between gait variability and brain ventricle attributes: a brain mapping study. Exp Gerontol 57:256–263CrossRefPubMed
go back to reference Baumann O, Chan E, Mattingley JB (2010) Dissociable neural circuits for encoding and retrieval of object locations during active navigation in humans. Neuroimage 49:2816–2825CrossRefPubMed Baumann O, Chan E, Mattingley JB (2010) Dissociable neural circuits for encoding and retrieval of object locations during active navigation in humans. Neuroimage 49:2816–2825CrossRefPubMed
go back to reference Beauchet O, Allali G, Annweiler C, Bridenbaugh S, Assal F, Kressig RW, Herrmann FR (2009) Gait variability among healthy adults: low and high stride-to-stride variability are both a reflection of gait stability. Gerontology 55:702–706CrossRefPubMed Beauchet O, Allali G, Annweiler C, Bridenbaugh S, Assal F, Kressig RW, Herrmann FR (2009) Gait variability among healthy adults: low and high stride-to-stride variability are both a reflection of gait stability. Gerontology 55:702–706CrossRefPubMed
go back to reference Beauchet O, Fantino B, Allali G, Muir SW, Montero-Odasso M, Annweiler C (2011) Timed Up and Go test and risk of falls in older adults: a systematic review. J Nutr Health Aging 15:933–938CrossRefPubMed Beauchet O, Fantino B, Allali G, Muir SW, Montero-Odasso M, Annweiler C (2011) Timed Up and Go test and risk of falls in older adults: a systematic review. J Nutr Health Aging 15:933–938CrossRefPubMed
go back to reference Beauchet O, Annweiler C, Montero-Odasso M, Fantino B, Herrmann FR, Allali G (2012) Gait control: a specific subdomain of executive function? J Neuroeng Rehabil. 9:12CrossRefPubMedPubMedCentral Beauchet O, Annweiler C, Montero-Odasso M, Fantino B, Herrmann FR, Allali G (2012) Gait control: a specific subdomain of executive function? J Neuroeng Rehabil. 9:12CrossRefPubMedPubMedCentral
go back to reference Beauchet O, Allali G, Launay C, Herrmann FR, Annweiler C (2013) Gait variability at fast-pace walking speed: a biomarker of mild cognitive impairment? J Nutr Health Aging 17:235–239CrossRefPubMed Beauchet O, Allali G, Launay C, Herrmann FR, Annweiler C (2013) Gait variability at fast-pace walking speed: a biomarker of mild cognitive impairment? J Nutr Health Aging 17:235–239CrossRefPubMed
go back to reference Beauchet O, Annweiler C, Celle S, Bartha R, Barthélémy JC, Roche F (2014a) Higher gait variability is associated with decreased parietal gray matter volume among healthy older adults. Brain Topogr 27:293–295CrossRefPubMed Beauchet O, Annweiler C, Celle S, Bartha R, Barthélémy JC, Roche F (2014a) Higher gait variability is associated with decreased parietal gray matter volume among healthy older adults. Brain Topogr 27:293–295CrossRefPubMed
go back to reference Beauchet O, Launay CP, Annweiler C, Allali G (2014b) Hippocampal volume, early cognitive decline and gait variability: which association? Exp Gerontol 61C:98–104 Beauchet O, Launay CP, Annweiler C, Allali G (2014b) Hippocampal volume, early cognitive decline and gait variability: which association? Exp Gerontol 61C:98–104
go back to reference Bland BH, Oddie SD (2001) Theta band oscillation and synchrony in the hippocampal formation and associated structures: the case for its role in sensorimotor integration. Behav Brain Res 127:119–136CrossRefPubMed Bland BH, Oddie SD (2001) Theta band oscillation and synchrony in the hippocampal formation and associated structures: the case for its role in sensorimotor integration. Behav Brain Res 127:119–136CrossRefPubMed
go back to reference Callisaya ML, Beare R, Phan T, Blizzard L, Thrift AG, Chen J, Srikanth VK (2015) Progression of white matter hyperintensities of presumed vascular origin increases the risk of falls in older people. J Gerontol A Biol Sci Med Sci 70:360–366CrossRefPubMed Callisaya ML, Beare R, Phan T, Blizzard L, Thrift AG, Chen J, Srikanth VK (2015) Progression of white matter hyperintensities of presumed vascular origin increases the risk of falls in older people. J Gerontol A Biol Sci Med Sci 70:360–366CrossRefPubMed
go back to reference Cummings SR, Nevitt MC, Kidd S. Forgetting falls (1988) The limited accuracy of recall of falls in the elderly. J Am Geriatr Soc 36:613–616 Cummings SR, Nevitt MC, Kidd S. Forgetting falls (1988) The limited accuracy of recall of falls in the elderly. J Am Geriatr Soc 36:613–616
go back to reference Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis: I. Segmentation and surface reconstruction. Neuroimage 9:179–194CrossRefPubMed Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis: I. Segmentation and surface reconstruction. Neuroimage 9:179–194CrossRefPubMed
go back to reference Desikan RS, Segonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, Buckner RL, Dale AM, Maguire RP, Hyman BT, Albert MS, Killiany RJ (2006) An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 31:968–980CrossRefPubMed Desikan RS, Segonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, Buckner RL, Dale AM, Maguire RP, Hyman BT, Albert MS, Killiany RJ (2006) An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 31:968–980CrossRefPubMed
go back to reference Dubois B, Slachevsky A, Litvan I, Pillon B (2000) The FAB A frontal assessment battery at bedside. Neurology 55:1621–1626CrossRefPubMed Dubois B, Slachevsky A, Litvan I, Pillon B (2000) The FAB A frontal assessment battery at bedside. Neurology 55:1621–1626CrossRefPubMed
go back to reference Dubois B, Feldman HH, Jacova C, Cummings JL, Dekosky ST, Barberger-Gateau P, Delacourte A, Frisoni G, Fox NC, Galasko D, Gauthier S, Hampel H, Jicha GA, Meguro K, O’Brien J, Pasquier F, Robert P, Rossor M, Salloway S, Sarazin M, de Souza LC, Stern Y, Visser PJ, Scheltens P (2010) Revising the definition of Alzheimer’s disease: a new lexicon. Lancet Neurol 9:1118–1127CrossRefPubMed Dubois B, Feldman HH, Jacova C, Cummings JL, Dekosky ST, Barberger-Gateau P, Delacourte A, Frisoni G, Fox NC, Galasko D, Gauthier S, Hampel H, Jicha GA, Meguro K, O’Brien J, Pasquier F, Robert P, Rossor M, Salloway S, Sarazin M, de Souza LC, Stern Y, Visser PJ, Scheltens P (2010) Revising the definition of Alzheimer’s disease: a new lexicon. Lancet Neurol 9:1118–1127CrossRefPubMed
go back to reference Fischl B, Sereno MI, Dale AM (1999a) Cortical surface-based analysis. II: inflation, flattening, and a surface-based coordinate system. Neuroimage 9:195–207CrossRefPubMed Fischl B, Sereno MI, Dale AM (1999a) Cortical surface-based analysis. II: inflation, flattening, and a surface-based coordinate system. Neuroimage 9:195–207CrossRefPubMed
go back to reference Fischl B, Sereno MI, Tootell RB, Dale AM (1999b) High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum Brain Mapp 8:272–284CrossRefPubMed Fischl B, Sereno MI, Tootell RB, Dale AM (1999b) High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum Brain Mapp 8:272–284CrossRefPubMed
go back to reference Fischl B, Liu A, Dale AM (2001) Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans Med Imaging 20:70–80CrossRefPubMed Fischl B, Liu A, Dale AM (2001) Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans Med Imaging 20:70–80CrossRefPubMed
go back to reference Fischl B, Salat DH, Busa E, Albert M, Dieterich M, Haselgrove C, van der Kouwe A, Killiany R, Kennedy D, Klaveness S, Montillo A, Makris N, Rosen B, Dale AM (2002) Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. Neuron 33:341–355CrossRefPubMed Fischl B, Salat DH, Busa E, Albert M, Dieterich M, Haselgrove C, van der Kouwe A, Killiany R, Kennedy D, Klaveness S, Montillo A, Makris N, Rosen B, Dale AM (2002) Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain. Neuron 33:341–355CrossRefPubMed
go back to reference Fischl B, Salat DH, van der Kouwe AJ, Makris N, Segonne F, Quinn BT, Dale AM (2004) Sequence-independent segmentation of magnetic resonance images. Neuroimage 23:S69–S84CrossRefPubMed Fischl B, Salat DH, van der Kouwe AJ, Makris N, Segonne F, Quinn BT, Dale AM (2004) Sequence-independent segmentation of magnetic resonance images. Neuroimage 23:S69–S84CrossRefPubMed
go back to reference Folstein MF, Folstein SE, McHugh PR (1975) “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12:189–198CrossRefPubMed Folstein MF, Folstein SE, McHugh PR (1975) “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12:189–198CrossRefPubMed
go back to reference Han X, Jovicich J, Salat D, van der Kouwe A, Quinn B, Czanner S, Busa E, Pacheco J, Albert M, Killiany R, Maguire P, Rosas D, Makris N, Dale A, Dickerson B, Fischl B (2006) Reliability of MRI-derived measurements of human cerebral cortical thickness: the effects of field strength, scanner upgrade and manufacturer. Neuroimage 32:180–194CrossRefPubMed Han X, Jovicich J, Salat D, van der Kouwe A, Quinn B, Czanner S, Busa E, Pacheco J, Albert M, Killiany R, Maguire P, Rosas D, Makris N, Dale A, Dickerson B, Fischl B (2006) Reliability of MRI-derived measurements of human cerebral cortical thickness: the effects of field strength, scanner upgrade and manufacturer. Neuroimage 32:180–194CrossRefPubMed
go back to reference Hausdorff JM, Rios DA, Eldelberg HK (2001) Gait variability and fall risk in community-living older adults: a 1-year prospective study. Arch Phys Med Rehabil 82:1050–1056CrossRefPubMed Hausdorff JM, Rios DA, Eldelberg HK (2001) Gait variability and fall risk in community-living older adults: a 1-year prospective study. Arch Phys Med Rehabil 82:1050–1056CrossRefPubMed
go back to reference Herman T, Mirelman A, Giladi N, Schweiger A, Hausdorff JM (2010) Executive control deficits as a prodrome to falls in healthy older adults: a prospective study linking thinking, walking, and falling. J Gerontol A Biol Sci Med Sci 65:1086–1092CrossRefPubMed Herman T, Mirelman A, Giladi N, Schweiger A, Hausdorff JM (2010) Executive control deficits as a prodrome to falls in healthy older adults: a prospective study linking thinking, walking, and falling. J Gerontol A Biol Sci Med Sci 65:1086–1092CrossRefPubMed
go back to reference Iaria G, Petrides M, Dagher A, Pike B, Bohbot VD (2003) Cognitive strategies dependent on the hippocampus and caudate nucleus in human navigation: variability and change with practice. J Neurosci 23:5945–5952PubMed Iaria G, Petrides M, Dagher A, Pike B, Bohbot VD (2003) Cognitive strategies dependent on the hippocampus and caudate nucleus in human navigation: variability and change with practice. J Neurosci 23:5945–5952PubMed
go back to reference Jovicich J, Czanner S, Greve D, Haley E, van der Kouwe A, Gollub R (2006) Reliability in multi-site structural MRI studies: effects of gradient non-linearity correction on phantom and human data. Neuroimage 30:436–443CrossRefPubMed Jovicich J, Czanner S, Greve D, Haley E, van der Kouwe A, Gollub R (2006) Reliability in multi-site structural MRI studies: effects of gradient non-linearity correction on phantom and human data. Neuroimage 30:436–443CrossRefPubMed
go back to reference Kressig RW, Beauchet O (2006) Guidelines for clinical applications of spatio-temporal gait analysis in older adults. Aging Clin Exp Res 18:174–176CrossRefPubMed Kressig RW, Beauchet O (2006) Guidelines for clinical applications of spatio-temporal gait analysis in older adults. Aging Clin Exp Res 18:174–176CrossRefPubMed
go back to reference Kuperberg GR, Broome MR, McGuire PK, David AS, Eddy M, Ozawa F (2003) Regionally localized thinning of the cerebral cortex in schizophrenia. Arch Gen Psychiatry 60:878–888CrossRefPubMed Kuperberg GR, Broome MR, McGuire PK, David AS, Eddy M, Ozawa F (2003) Regionally localized thinning of the cerebral cortex in schizophrenia. Arch Gen Psychiatry 60:878–888CrossRefPubMed
go back to reference Maguire EA, Spiers HJ, Good CD, Hartley T, Frackowiak RS, Burgess N (2003) Navigation expertise and the human hippocampus: a structural brain imaging analysis. Hippocampus 13:250–259CrossRefPubMed Maguire EA, Spiers HJ, Good CD, Hartley T, Frackowiak RS, Burgess N (2003) Navigation expertise and the human hippocampus: a structural brain imaging analysis. Hippocampus 13:250–259CrossRefPubMed
go back to reference McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 34:939–944CrossRefPubMed McKhann G, Drachman D, Folstein M, Katzman R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 34:939–944CrossRefPubMed
go back to reference Moayedi M, Weissman-Fogel I, Crawley AP, Goldberg MB, Freeman BV, Tenenbaum HC, Davis KD (2011) Contribution of chronic pain and neuroticism to abnormal forebrain gray matter in patients with temporomandibular disorder. Neuroimage 55:277–286CrossRefPubMed Moayedi M, Weissman-Fogel I, Crawley AP, Goldberg MB, Freeman BV, Tenenbaum HC, Davis KD (2011) Contribution of chronic pain and neuroticism to abnormal forebrain gray matter in patients with temporomandibular disorder. Neuroimage 55:277–286CrossRefPubMed
go back to reference Montero-Odasso M, Verghese J, Beauchet O, Hausdorff JM (2012) Gait and cognition: a complementary approach to understanding brain function and the risk of falling. J Am Geriatr Soc 60:2127–2136CrossRefPubMedPubMedCentral Montero-Odasso M, Verghese J, Beauchet O, Hausdorff JM (2012) Gait and cognition: a complementary approach to understanding brain function and the risk of falling. J Am Geriatr Soc 60:2127–2136CrossRefPubMedPubMedCentral
go back to reference Nadkarni NK, Perera S, Studenski SA, Rosano C, Aizenstein HJ, VanSwearingen JM (2015) Callosal hyperintensities and gait speed gain from two types of mobility interventions in older adults. Arch Phys Med Rehabil 96:1154–1157CrossRefPubMed Nadkarni NK, Perera S, Studenski SA, Rosano C, Aizenstein HJ, VanSwearingen JM (2015) Callosal hyperintensities and gait speed gain from two types of mobility interventions in older adults. Arch Phys Med Rehabil 96:1154–1157CrossRefPubMed
go back to reference Panel on Prevention of Falls in Older Persons of the American Geriatrics Society and British Geriatrics Society. Summary of the Updated American Geriatrics Society/British Geriatrics Society clinical practice guideline for prevention of falls in older persons (2011). J Am Geriatr Soc. 59:148-157 Panel on Prevention of Falls in Older Persons of the American Geriatrics Society and British Geriatrics Society. Summary of the Updated American Geriatrics Society/British Geriatrics Society clinical practice guideline for prevention of falls in older persons (2011). J Am Geriatr Soc. 59:148-157
go back to reference Parmelee PA, Thuras PD, Katz IR, Lawton MP (1995) Validation of the Cumulative Illness Rating Scale in a geriatric residential population. J Am Geriatr Soc 43:130–137CrossRefPubMed Parmelee PA, Thuras PD, Katz IR, Lawton MP (1995) Validation of the Cumulative Illness Rating Scale in a geriatric residential population. J Am Geriatr Soc 43:130–137CrossRefPubMed
go back to reference Podsiadlo D, Richardson S (1991) The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc 39:142–148CrossRefPubMed Podsiadlo D, Richardson S (1991) The timed “Up & Go”: a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc 39:142–148CrossRefPubMed
go back to reference Rosas HD, Liu AK, Hersch S, Glessner M, Ferrante RJ, Salat DH, van der Kouwe A, Jenkins BG, Dale AM, Fischl B (2002) Regional and progressive thinning of the cortical ribbon in Huntington’s disease. Neurology 58:695–701CrossRefPubMed Rosas HD, Liu AK, Hersch S, Glessner M, Ferrante RJ, Salat DH, van der Kouwe A, Jenkins BG, Dale AM, Fischl B (2002) Regional and progressive thinning of the cortical ribbon in Huntington’s disease. Neurology 58:695–701CrossRefPubMed
go back to reference Salat DH, Buckner RL, Snyder AZ, Greve DN, Desikan RS, Busa E, Morris JC, Dale AM, Fischl B (2004) Thinning of the cerebral cortex in aging. Cereb Cortex 14:721–730CrossRefPubMed Salat DH, Buckner RL, Snyder AZ, Greve DN, Desikan RS, Busa E, Morris JC, Dale AM, Fischl B (2004) Thinning of the cerebral cortex in aging. Cereb Cortex 14:721–730CrossRefPubMed
go back to reference Scherder E, Eggermont L, Swaab D, van Heuvelen M, Kamsma Y, de Greef M, van Wijck R, Mulder T (2007) Gait in ageing and associated dementias; its relationship with cognition. Neurosci Biobehav Rev 31:485–497CrossRefPubMed Scherder E, Eggermont L, Swaab D, van Heuvelen M, Kamsma Y, de Greef M, van Wijck R, Mulder T (2007) Gait in ageing and associated dementias; its relationship with cognition. Neurosci Biobehav Rev 31:485–497CrossRefPubMed
go back to reference Segonne F, Dale AM, Busa E, Glessner M, Salat D, Hahn HK, Fischl B (2004) A hybrid approach to the skull stripping problem in MRI. Neuroimage 22:1060–1075CrossRefPubMed Segonne F, Dale AM, Busa E, Glessner M, Salat D, Hahn HK, Fischl B (2004) A hybrid approach to the skull stripping problem in MRI. Neuroimage 22:1060–1075CrossRefPubMed
go back to reference Shah A, Herbert R, Lewis S, Mahendran R, Platt J, Bhattacharyya B (1997) Screening for depression among acutely ill geriatric inpatients with a short Geriatric Depression Scale. Age Ageing 26:217–221CrossRefPubMed Shah A, Herbert R, Lewis S, Mahendran R, Platt J, Bhattacharyya B (1997) Screening for depression among acutely ill geriatric inpatients with a short Geriatric Depression Scale. Age Ageing 26:217–221CrossRefPubMed
go back to reference Srikanth V, Beare R, Blizzard L, Phan T, Stapleton J, Chen J, Callisaya M, Martin K, Reutens D (2009) Cerebral white matter lesions, gait, and the risk of incident falls: a prospective population-based study. Stroke 40:175–180CrossRefPubMed Srikanth V, Beare R, Blizzard L, Phan T, Stapleton J, Chen J, Callisaya M, Martin K, Reutens D (2009) Cerebral white matter lesions, gait, and the risk of incident falls: a prospective population-based study. Stroke 40:175–180CrossRefPubMed
go back to reference Viscogliosi G, Andreozzi P, Manzon L, Ettorre E, Cacciafesta M (2014) Metabolic syndrome, executive dysfunction, and late-onset depression: just a matter of white matter? J Am Geriatr Soc 62:1607–1609CrossRefPubMed Viscogliosi G, Andreozzi P, Manzon L, Ettorre E, Cacciafesta M (2014) Metabolic syndrome, executive dysfunction, and late-onset depression: just a matter of white matter? J Am Geriatr Soc 62:1607–1609CrossRefPubMed
go back to reference Zimmerman ME, Lipton RB, Pan JW, Hetherington HP, Verghese J (2009) MRI- and MRS-derived hippocampal correlates of quantitative locomotor function in older adults. Brain Res 1291:73–81CrossRefPubMedPubMedCentral Zimmerman ME, Lipton RB, Pan JW, Hetherington HP, Verghese J (2009) MRI- and MRS-derived hippocampal correlates of quantitative locomotor function in older adults. Brain Res 1291:73–81CrossRefPubMedPubMedCentral
Metadata
Title
Association Between Falls and Brain Subvolumes: Results from a Cross-Sectional Analysis in Healthy Older Adults
Authors
Olivier Beauchet
Cyrille P. Launay
John Barden
Teresa Liu-Ambrose
Victoria L. Chester
Tony Szturm
Sébastien Grenier
Guillaume Léonard
Louis Bherer
Cédric Annweiler
Jorunn L. Helbostad
Joe Verghese
Gilles Allali
Biomathics and Canadian Gait Consortium
Publication date
01-03-2017
Publisher
Springer US
Published in
Brain Topography / Issue 2/2017
Print ISSN: 0896-0267
Electronic ISSN: 1573-6792
DOI
https://doi.org/10.1007/s10548-016-0533-z

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