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
[21]   Optimal sensor location and direction to accurately classify people with early-stage multiple sclerosis using gait stability [J].
Lizama, L. Eduardo Cofre ;
Panisset, Maya G. ;
Peng, Liuhua ;
Tan, Ying ;
Kalincik, Tomas ;
Galea, Mary P. .
GAIT & POSTURE, 2023, 102 :39-42
[22]   Standard versus innovative robotic balance assessment for people with multiple sclerosis: a correlational study [J].
Podda, Jessica ;
Marchesi, Giorgia ;
Squeri, Valentina ;
De Luca, Alice ;
Bellosta, Alice ;
Pedulla, Ludovico ;
Konrad, Giovanna ;
Battaglia, Mario Alberto ;
Brichetto, Giampaolo ;
Tacchino, Andrea .
EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2023, 28 (01)
[23]   Standard versus innovative robotic balance assessment for people with multiple sclerosis: a correlational study [J].
Jessica Podda ;
Giorgia Marchesi ;
Valentina Squeri ;
Alice De Luca ;
Alice Bellosta ;
Ludovico Pedullà ;
Giovanna Konrad ;
Mario Alberto Battaglia ;
Giampaolo Brichetto ;
Andrea Tacchino .
European Journal of Medical Research, 28
[24]   Assessment of the enhanced paper grip test for quantifying balance deficits in people with multiple sclerosis: A reliability and applicability study [J].
Zura, Eva ;
Jakob, Gregor Brecl ;
Chatzistergos, Panagiotis ;
Kozinc, Ziga .
MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2025, 95
[25]   Investigation of the Validity and Reliability of Balance Evaluation Systems Test (BESTest) in Assessment of Balance Disorders in People With Multiple Sclerosis [J].
Lari, Samira Kamalian ;
Haghgoo, Hojjat Allah ;
Farzad, Maryam ;
Hosseinzadeh, Samaneh .
ARCHIVES OF REHABILITATION, 2018, 18 (04) :288-295
[26]   Randomized Clinical Trial of Balance-Based Torso Weighting for Improving Upright Mobility in People with Multiple Sclerosis [J].
Widener, Gail L. ;
Allen, Diane D. ;
Gibson-Horn, Cynthia .
NEUROREHABILITATION AND NEURAL REPAIR, 2009, 23 (08) :784-791
[27]   Uncovering Subtle Gait Deterioration in People with Early-Stage Multiple Sclerosis Using Inertial Sensors: A 2-Year Multicenter Longitudinal Study [J].
Gervasoni, Elisa ;
Anastasi, Denise ;
Di Giovanni, Rachele ;
Solaro, Claudio ;
Rovaris, Marco ;
Brichetto, Giampaolo ;
Confalonieri, Paolo ;
Tacchino, Andrea ;
Carpinella, Ilaria ;
Cattaneo, Davide .
SENSORS, 2023, 23 (22)
[28]   Osteoporosis: an under-recognized risk for early-stage multiple sclerosis patients? [J].
Holmoy, Trygve .
FUTURE NEUROLOGY, 2011, 6 (06) :723-726
[29]   Pilot Study of the Total and Phosphorylated Tau Proteins in Early-Stage Multiple Sclerosis [J].
Masiuliene, Ieva ;
Pampuscenko, Katryna ;
Zemgulyte, Gintare ;
Bilskiene, Diana ;
Borutaite, Vilmante ;
Balnyte, Renata .
MEDICINA-LITHUANIA, 2024, 60 (03)
[30]   Upper limb contribution during tandem gait in multiple sclerosis: An early marker of balance impairments [J].
Massot, Caroline ;
Decoufour, Nicolas ;
Blandeau, Mathias ;
Barbier, Franck ;
Donze, Cecile ;
Simoneau, Emilie ;
Leteneur, Sebastien .
JOURNAL OF BIOMECHANICS, 2023, 149