Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort. / Muurling, Marijn; Rhodius-Meester, Hanneke F.M.; Pärkkä, Juha; Van Gils, Mark; Frederiksen, Kristian S.; Bruun, Marie; Hasselbalch, Steen G.; Soininen, Hilkka; Herukka, Sanna Kaisa; Hallikainen, Merja; Teunissen, Charlotte E.; Visser, Pieter Jelle; Scheltens, Philip; Van Der Flier, Wiesje M.; Mattila, Jussi; Lötjönen, Jyrki; De Boer, Casper.

In: Journal of Alzheimer's Disease, Vol. 76, No. 3, 2020, p. 1061-1070.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Muurling, M, Rhodius-Meester, HFM, Pärkkä, J, Van Gils, M, Frederiksen, KS, Bruun, M, Hasselbalch, SG, Soininen, H, Herukka, SK, Hallikainen, M, Teunissen, CE, Visser, PJ, Scheltens, P, Van Der Flier, WM, Mattila, J, Lötjönen, J & De Boer, C 2020, 'Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort', Journal of Alzheimer's Disease, vol. 76, no. 3, pp. 1061-1070. https://doi.org/10.3233/JAD-200225

APA

Muurling, M., Rhodius-Meester, H. F. M., Pärkkä, J., Van Gils, M., Frederiksen, K. S., Bruun, M., Hasselbalch, S. G., Soininen, H., Herukka, S. K., Hallikainen, M., Teunissen, C. E., Visser, P. J., Scheltens, P., Van Der Flier, W. M., Mattila, J., Lötjönen, J., & De Boer, C. (2020). Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort. Journal of Alzheimer's Disease, 76(3), 1061-1070. https://doi.org/10.3233/JAD-200225

Vancouver

Muurling M, Rhodius-Meester HFM, Pärkkä J, Van Gils M, Frederiksen KS, Bruun M et al. Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort. Journal of Alzheimer's Disease. 2020;76(3):1061-1070. https://doi.org/10.3233/JAD-200225

Author

Muurling, Marijn ; Rhodius-Meester, Hanneke F.M. ; Pärkkä, Juha ; Van Gils, Mark ; Frederiksen, Kristian S. ; Bruun, Marie ; Hasselbalch, Steen G. ; Soininen, Hilkka ; Herukka, Sanna Kaisa ; Hallikainen, Merja ; Teunissen, Charlotte E. ; Visser, Pieter Jelle ; Scheltens, Philip ; Van Der Flier, Wiesje M. ; Mattila, Jussi ; Lötjönen, Jyrki ; De Boer, Casper. / Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort. In: Journal of Alzheimer's Disease. 2020 ; Vol. 76, No. 3. pp. 1061-1070.

Bibtex

@article{37b522835cd34ed1ae7fc62dfb945e83,
title = "Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort",
abstract = "Background: Gait analysis with accelerometers is a relatively inexpensive and easy to use method to potentially support clinical diagnoses of Alzheimer's disease and other dementias. It is not clear, however, which gait features are most informative and how these measures relate to Alzheimer's disease pathology. Objective: In this study, we tested if calculated features of gait 1) differ between cognitively normal subjects (CN), mild cognitive impairment (MCI) patients, and dementia patients, 2) are correlated with cerebrospinal fluid (CSF) biomarkers related to Alzheimer's disease, and 3) predict cognitive decline. Methods: Gait was measured using tri-axial accelerometers attached to the fifth lumbar vertebra (L5) in 58 CN, 58 MCI, and 26 dementia participants, while performing a walk and dual task. Ten gait features were calculated from the vertical L5 accelerations, following principal component analysis clustered in four domains, namely pace, rhythm, time variability, and length variability. Cognitive decline over time was measured using MMSE, and CSF biomarkers were available in a sub-group. Results: Linear mixed models showed that dementia patients had lower pace scores than MCI patients and CN subjects (p < 0.05). In addition, we found associations between the rhythm domain and CSF-tau, especially in the dual task. Gait was not associated with CSF Aβ42 levels and cognitive decline over time as measured with the MMSE. Conclusion: These findings suggest that gait-particularly measures related to pace and rhythm-are altered in dementia and have a direct link with measures of neurodegeneration. ",
keywords = "Alzheimer's disease, cognitive dysfunction, dementia, gait analysis, tau proteins",
author = "Marijn Muurling and Rhodius-Meester, {Hanneke F.M.} and Juha P{\"a}rkk{\"a} and {Van Gils}, Mark and Frederiksen, {Kristian S.} and Marie Bruun and Hasselbalch, {Steen G.} and Hilkka Soininen and Herukka, {Sanna Kaisa} and Merja Hallikainen and Teunissen, {Charlotte E.} and Visser, {Pieter Jelle} and Philip Scheltens and {Van Der Flier}, {Wiesje M.} and Jussi Mattila and Jyrki L{\"o}tj{\"o}nen and {De Boer}, Casper",
year = "2020",
doi = "10.3233/JAD-200225",
language = "English",
volume = "76",
pages = "1061--1070",
journal = "Journal of Alzheimer's Disease",
issn = "1387-2877",
publisher = "I O S Press",
number = "3",

}

RIS

TY - JOUR

T1 - Gait Disturbances are Associated with Increased Cognitive Impairment and Cerebrospinal Fluid Tau Levels in a Memory Clinic Cohort

AU - Muurling, Marijn

AU - Rhodius-Meester, Hanneke F.M.

AU - Pärkkä, Juha

AU - Van Gils, Mark

AU - Frederiksen, Kristian S.

AU - Bruun, Marie

AU - Hasselbalch, Steen G.

AU - Soininen, Hilkka

AU - Herukka, Sanna Kaisa

AU - Hallikainen, Merja

AU - Teunissen, Charlotte E.

AU - Visser, Pieter Jelle

AU - Scheltens, Philip

AU - Van Der Flier, Wiesje M.

AU - Mattila, Jussi

AU - Lötjönen, Jyrki

AU - De Boer, Casper

PY - 2020

Y1 - 2020

N2 - Background: Gait analysis with accelerometers is a relatively inexpensive and easy to use method to potentially support clinical diagnoses of Alzheimer's disease and other dementias. It is not clear, however, which gait features are most informative and how these measures relate to Alzheimer's disease pathology. Objective: In this study, we tested if calculated features of gait 1) differ between cognitively normal subjects (CN), mild cognitive impairment (MCI) patients, and dementia patients, 2) are correlated with cerebrospinal fluid (CSF) biomarkers related to Alzheimer's disease, and 3) predict cognitive decline. Methods: Gait was measured using tri-axial accelerometers attached to the fifth lumbar vertebra (L5) in 58 CN, 58 MCI, and 26 dementia participants, while performing a walk and dual task. Ten gait features were calculated from the vertical L5 accelerations, following principal component analysis clustered in four domains, namely pace, rhythm, time variability, and length variability. Cognitive decline over time was measured using MMSE, and CSF biomarkers were available in a sub-group. Results: Linear mixed models showed that dementia patients had lower pace scores than MCI patients and CN subjects (p < 0.05). In addition, we found associations between the rhythm domain and CSF-tau, especially in the dual task. Gait was not associated with CSF Aβ42 levels and cognitive decline over time as measured with the MMSE. Conclusion: These findings suggest that gait-particularly measures related to pace and rhythm-are altered in dementia and have a direct link with measures of neurodegeneration.

AB - Background: Gait analysis with accelerometers is a relatively inexpensive and easy to use method to potentially support clinical diagnoses of Alzheimer's disease and other dementias. It is not clear, however, which gait features are most informative and how these measures relate to Alzheimer's disease pathology. Objective: In this study, we tested if calculated features of gait 1) differ between cognitively normal subjects (CN), mild cognitive impairment (MCI) patients, and dementia patients, 2) are correlated with cerebrospinal fluid (CSF) biomarkers related to Alzheimer's disease, and 3) predict cognitive decline. Methods: Gait was measured using tri-axial accelerometers attached to the fifth lumbar vertebra (L5) in 58 CN, 58 MCI, and 26 dementia participants, while performing a walk and dual task. Ten gait features were calculated from the vertical L5 accelerations, following principal component analysis clustered in four domains, namely pace, rhythm, time variability, and length variability. Cognitive decline over time was measured using MMSE, and CSF biomarkers were available in a sub-group. Results: Linear mixed models showed that dementia patients had lower pace scores than MCI patients and CN subjects (p < 0.05). In addition, we found associations between the rhythm domain and CSF-tau, especially in the dual task. Gait was not associated with CSF Aβ42 levels and cognitive decline over time as measured with the MMSE. Conclusion: These findings suggest that gait-particularly measures related to pace and rhythm-are altered in dementia and have a direct link with measures of neurodegeneration.

KW - Alzheimer's disease

KW - cognitive dysfunction

KW - dementia

KW - gait analysis

KW - tau proteins

U2 - 10.3233/JAD-200225

DO - 10.3233/JAD-200225

M3 - Journal article

C2 - 32597806

AN - SCOPUS:85089359121

VL - 76

SP - 1061

EP - 1070

JO - Journal of Alzheimer's Disease

JF - Journal of Alzheimer's Disease

SN - 1387-2877

IS - 3

ER -

ID: 256163811