journal article·2021-10-25Open access

Association of Posture, Gait, and Auditory Functioning with Cognitive Status in a Cohort of Community-Dwelling Older Adults

Emilija Kostic, Kiyoung Kwak, Dongwook Kim

Applied Sciences· Volume 11· Issue 21

Abstract

Postural stability, hearing, and gait function deterioration are the risk factors associated with cognitive impairment. Although no method has been reported for treating severe cognitive impairment to date, developing an early detection model based on these risk factors could aid in slowing down or even reversing the deterioration process. In this study, the association between cognitive impairment and the combined predictive ability of sensory and gait features was assessed. Fifty-seven healthy community-dwelling men over the age of sixty-five participated in cognitive, postural stability, auditory, and level walking evaluations. They were divided into two groups: healthy control group (n = 39) and lower cognition group (n = 18), based on their Montreal cognitive assessment score. During gait, the center of mass of the cognitively impaired participants was confined to a smaller volume. Furthermore, the cognitively healthy participants were found to have better postural stability. Both groups possessed similar hearing ability; however, the cognitively impaired group made a significantly higher number of errors when repeating words or sentences. A logistic regression model utilizing each of these function quantifiers exhibited a high area under the receiver operating characteristic curve, suggesting excellent predictive ability. These models can be applied to smartphone or smart home healthcare technologies to detect the possibility of cognitive impairment, thus facilitating early detection.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Hearing Loss and Rehabilitation · Noise Effects and Management · Balance, Gait, and Falls Prevention

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Healthcare Engineering, The Graduate School, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju 54896, Korea

Division of Biomedical Engineering, College of Engineering, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju 54896, Korea

Research Center for Healthcare and Walfare Instrument for the Elderly, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju 54896, Korea

Funding

National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) · Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education

References (28)

Show source-provided references
1. World Health Organization (WHO) (2020, November 20). WHO Dementia. Available online: https://www.who.int/news-room/fact-sheets/detail/dementia.
2. Neuroimaging markers for the prediction and early diagnosis of Alzheimer’s disease dementia10.1016/j.tins.2011.05.005 ↗
3. Early diagnosis of Alzheimer’s disease using cortical thickness: Impact of cognitive reserve10.1093/brain/awp105 ↗
4. Clinical workout for the early detection of cognitive decline and dementia10.1038/ejcn.2014.189 ↗
5. Self-Reported Dementia-Related Diagnosis Underestimates the Prevalence of Older Americans Living with Possible Dementia10.3233/JAD-201212 ↗
6. At the interface of sensory and motor dysfunctions and Alzheimer’s disease10.1016/j.jalz.2014.04.514 ↗
7. Hearing Impairment and Incident Dementia and Cognitive Decline in Older Adults: The Health ABC Study
8. Low vision and the risk of dementia: A nationwide population-based cohort study10.1038/s41598-020-66002-z ↗
9. Dual Sensory Impairment and Cognitive Decline: The Results From the Shelter Study10.1093/gerona/glv036 ↗
10. Visual and hearing impairments are associated with cognitive decline in older people10.1093/ageing/afy061 ↗
11. A Prospective Study of Gait Performance and Subsequent Cognitive Decline in a General Population of Older Japanese10.1093/gerona/glr243 ↗
12. Quantitative gait dysfunction and risk of cognitive decline and dementia10.1136/jnnp.2006.106914 ↗
13. Combined effects of mild cognitive impairment and slow gait on risk of dementia10.1016/j.exger.2018.06.002 ↗
14. Hearing and dementia: From ears to brain10.1093/brain/awaa429 ↗
16. Dual-Task Training on a Treadmill to Improve Gait and Cognitive Function in Elderly Idiopathic Fallers10.1097/NPT.0000000000000057 ↗
17. A Reliability, Validity, and Normative Study of the Korean-Montreal Cognitive Assessment(K-MoCA) as an Instrument for Screening of Vascular Cognitive Impairment(VCI)10.15842/kjcp.2009.28.2.013 ↗
18. Validation of foot pitch angle estimation using inertial measurement unit against marker-based optical 3D motion capture system10.1007/s13534-018-0072-5 ↗
19. Hearing Loss and Cognitive Decline in Older Adults10.1001/jamainternmed.2013.1868 ↗
20. Sun, L., Wang, J., and Wei, J. (2017). AVC: Selecting discriminative features on basis of AUC by maximizing variable complementarity. BMC Bioinform., 18.10.1186/s12859-017-1468-4 ↗
21. Receiver Operating Characteristic Curve in Diagnostic Test Assessment10.1097/JTO.0b013e3181ec173d ↗
22. A Nationwide Survey on the Prevalence of Dementia and Mild Cognitive Impairment in South Korea10.3233/JAD-2010-101221 ↗
23. Epidemiology and risk factors of dementia10.1136/jnnp.2005.082867 ↗
24. Biomechanical aspects of dynamic stability10.1007/s11556-006-0006-6 ↗
25. Perry, J., and Burnfield, J.M. (1992). Phases of Gait in Gait Analysis: Normal And Pathological Function, SLACK Inc.. [1st ed.].
26. Postural Instability Is Associated with Brain Atrophy and Cognitive Impairment in the Elderly: The J-SHIPP Study10.1159/000255106 ↗
27. Sentence comprehension in patients with dementia of the Alzheimer’s type10.7717/peerj.8181 ↗
28. Effects of syntactic complexity on sentence comprehension in persons with mild cognitive impairment and dementia of Alzheimer’s type