Balance Impairments in People with Early-Stage Multiple Sclerosis: Boosting the Integration of Instrumented Assessment in Clinical Practice

被引:11
|
作者
Carpinella, Ilaria [1 ]
Anastasi, Denise [1 ]
Gervasoni, Elisa [1 ]
Di Giovanni, Rachele [2 ]
Tacchino, Andrea [3 ]
Brichetto, Giampaolo [3 ]
Confalonieri, Paolo [4 ]
Rovaris, Marco [1 ]
Solaro, Claudio [2 ]
Ferrarin, Maurizio [1 ]
Cattaneo, Davide [1 ,5 ]
机构
[1] IRCCS Fdn Don Carlo Gnocchi Onlus, I-20148 Milan, Italy
[2] Ctr Recupero & Rieducaz Funzionale CRRF Mons Luigi, Dept Rehabil, I-13040 Moncrivello, Italy
[3] Italian Multiple Sclerosis Fdn, I-16126 Genoa, Italy
[4] IRCCS Fdn Carlo Besta Neurol Inst, I-20133 Milan, Italy
[5] Univ Milan, Dept Physiopathol & Transplants, I-20122 Milan, Italy
关键词
multiple sclerosis; balance; inertial sensor; early assessment; preventive rehabilitation; POSTURAL CONTROL; DEPENDENT STRUCTURE; SAMPLE-SIZE; FALL RISK; GAIT; SWAY; INDIVIDUALS; PERFORMANCE; DISABILITY; COMPLEXITY;
D O I
10.3390/s22239558
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The balance of people with multiple sclerosis (PwMS) is commonly assessed during neurological examinations through clinical Romberg and tandem gait tests that are often not sensitive enough to unravel subtle deficits in early-stage PwMS. Inertial sensors (IMUs) could overcome this drawback. Nevertheless, IMUs are not yet fully integrated into clinical practice due to issues including the difficulty to understand/interpret the big number of parameters provided and the lack of cut-off values to identify possible abnormalities. In an attempt to overcome these limitations, an instrumented modified Romberg test (ImRomberg: standing on foam with eyes closed while wearing an IMU on the trunk) was administered to 81 early-stage PwMS and 38 healthy subjects (HS). To facilitate clinical interpretation, 21 IMU-based parameters were computed and reduced through principal component analysis into two components, sway complexity and sway intensity, descriptive of independent aspects of balance, presenting a clear clinical meaning and significant correlations with at least one clinical scale. Compared to HS, early-stage PwMS showed a 228% reduction in sway complexity and a 63% increase in sway intensity, indicating, respectively, a less automatic (more conscious) balance control and larger and faster trunk movements during upright posture. Cut-off values were derived to identify the presence of balance abnormalities and if these abnormalities are clinically meaningful. By applying these thresholds and integrating the ImRomberg test with the clinical tandem gait test, balance impairments were identified in 58% of PwMS versus the 17% detected by traditional Romberg and tandem gait tests. The higher sensitivity of the proposed approach would allow for the direct identification of early-stage PwMS who could benefit from preventive rehabilitation interventions aimed at slowing MS-related functional decline during neurological examinations and with minimal modifications to the tests commonly performed.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Assessment and Management of Cognitive and Psychosocial Difficulties for People with Multiple Sclerosis in Ireland: A National Survey of Clinical Practice
    Hynes, Sinead M.
    O'Keeffe, Fiadhnait
    Bane, Eimear
    Oglesby, Megan H.
    Dwyer, Christopher P.
    Joyce, Robert
    Klein, Olga A. A.
    INTERNATIONAL JOURNAL OF CLINICAL PRACTICE, 2022, 2022
  • [42] Gait and balance impairment in early multiple sclerosis in the absence of clinical disability
    Martin, C. L.
    Phillips, B. A.
    Kilpatrick, T. J.
    Butzkueven, H.
    Tubridy, N.
    McDonald, E.
    Galea, M. P.
    MULTIPLE SCLEROSIS JOURNAL, 2006, 12 (05) : 620 - 628
  • [43] Clinical and electronystagmographic evaluation of the balance system in people suffering from multiple sclerosis
    Koziorowska-Gawron, E.
    Podemski, R.
    Budrewicz, S.
    Koszewicz, M.
    Gawron, W.
    Koziorowska, M.
    JOURNAL OF NEUROLOGY, 2008, 255 : 205 - 206
  • [44] Evolution of Cortical and White Matter Lesion Load in Early-Stage Multiple Sclerosis: Correlation With Neuroaxonal Damage and Clinical Changes
    Todea, Ramona-Alexandra
    Lu, Po-Jui
    Fartaria, Mario Joao
    Bonnier, Guillaume
    Du Pasquier, Renaud
    Krueger, Gunnar
    Bach Cuadra, Meritxell
    Psychogios, Marios Nikos
    Kappos, Ludwig
    Kuhle, Jens
    Granziera, Cristina
    FRONTIERS IN NEUROLOGY, 2020, 11
  • [45] Delayed cognitive processing and treatment status quo bias in early-stage multiple sclerosis
    Saposnik, Gustavo
    Andhavarapu, Sanketh
    Maza, Susana Sainz de la
    Castillo-Trivino, Tamara
    Borges, Monica
    Baron, Beatriz Pardinas
    Sotoca, Javier
    Alonso, Ana
    Caminero, Ana B.
    Borrega, Laura
    Sanchez-Menoyo, Jose L.
    Barrero-Hernandez, Francisco J.
    Calles, Carmen
    Brieva, Luis
    Blasco, Maria R.
    -Soto, Julio Dotor Garcia
    del Campo-Amigo, Maria
    Navarro-Canto, Laura
    Agueera, Eduardo
    Garces, Moises
    Carmona, Olga
    Gabaldon -Torres, Laura
    Forero, Lucia
    Hervas, Mariona
    Garcia-Arcelay, Elena
    Terzaghi, Maria
    Gomez-Ballesteros, Rocio
    Maurino, Jorge
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2022, 68
  • [46] Cognitive and behavioural correlates of different domains of psychological adjustment in early-stage multiple sclerosis
    Dennison, Laura
    Moss-Morris, Rona
    Silber, Eli
    Galea, Ian
    Chalder, Trudie
    JOURNAL OF PSYCHOSOMATIC RESEARCH, 2010, 69 (04) : 353 - 361
  • [47] Threatening Illness Perception and Associated Factors in Early-stage Relapsing Remitting Multiple Sclerosis
    Sainz de la Maza, Susana
    Gomez-Ballesteros, Rocio
    Borges, Monica
    Martin-Martinez, Jesus
    Sotoca, Javier
    Alonso, Ana
    Caminero, Ana B.
    Borrega, Laura
    Sanchez-Menoyo, Jose L.
    Barrero-Hernandez, Francisco J.
    Calles, Carmen
    Brieva, Luis
    Blasco-Quilez, Maria R.
    Garcia-Soto, Julio Dotor
    del Campo-Amigo, Maria
    Navarro-Canto, Laura
    Aguera, Eduardo
    Garces-Redondo, Moises
    Carmona, Olga
    Gabaldon-Torres, Laura
    Forero, Lucia
    Hervas, Mariona
    Maurino, Jorge
    Castillo-Trivino, Tamara
    NEUROLOGY, 2023, 100 (17)
  • [48] Brain tissue loss in early-stage multiple sclerosis predicts future cognitive decline
    Nature Clinical Practice Neurology, 2008, 4 (2): : 65 - 65
  • [50] Multimodal Feedback Methods for Advancing the Accessibility of Immersive Virtual Reality for People With Balance Impairments Due to Multiple Sclerosis
    Mahmud, M. Rasel
    Cordova, Alberto
    Quarles, John
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2024, 30 (11) : 7193 - 7202