Clinical Efficacy of Neuromodulation Interventions and Rehabilitation Advancements in Ataxic Subtypes

Krishnakumar Sankar , Samyuktha Shanmugam , Sanjana Parlikad Krishnan , Sushmitha Sree Saravanan

Smart Wearable Technology ›› 2026, Vol. 2 ›› Issue (1) : 62028093

PDF (708KB)
Smart Wearable Technology ›› 2026, Vol. 2 ›› Issue (1) :62028093 DOI: 10.47852/bonviewSWT62028093
REVIEW
research-article
Clinical Efficacy of Neuromodulation Interventions and Rehabilitation Advancements in Ataxic Subtypes
Author information +
History +
PDF (708KB)

Abstract

Ataxia is a progressive neurological disorder that impairs motor and functional ability due to cerebellar dysfunction. Conventional therapies, which include pharmacological interventions, offer limited benefits, creating a need for mechanism-based and objectively measurable alternatives. Current therapeutic strategies increasingly focus on neuromodulation techniques, physical training, hybrid protocols, and the use of smart wearable technology in some of these therapies. This review compares the clinical efficacy of physical therapy, neuromodulation techniques—deep brain stimulation, repetitive transcranial magnetic stimulation, and transcranial direct current stimulation (tDCS)—and their hybrid therapy modalities, aiming to assess how stimulation-induced neuroplasticity interacts with motor training to optimize rehabilitation techniques across hereditary and acquired ataxias. Gait indices such as the Scale for the Assessment and Rating of Ataxia, International Cooperative Ataxia Rating Scale, Berg Balance Scale, Timed Up and Go, stimulation settings, and intensity of the therapy were considered for evaluating the impact of the intervention. All interventions demonstrated short-term gains in coordination, gait, and balance. However, hybrid protocols, which integrate different physical rehabilitation techniques or a neuromodulation technique paired with physical therapy, showed stronger and more durable recovery. Mechanistically, neuromodulation models induce neuroplasticity in cerebellar-cortical pathways, while physical therapy stabilizes neuroplastic adaptations. Robot-assisted, remote tDCS interventions and wearable sensor-supported monitoring have increased ease of access and participant compliance. Limitations across studies included small cohorts, variability in stimulation parameters, and short follow-up durations. Collectively, hybrid and technology-integrated rehabilitation is a promising framework for reinforcing motor function and independence in ataxic patients. Future multicenter trials incorporating wearable gait biomarkers, neuroimaging, and personalized strategies are required to validate long-term efficiency and enable precision in therapies for ataxic patients.

Keywords

cerebellar ataxia (CA) / spinocerebellar ataxia (SCA) / neuromodulation / physical rehabilitation for ataxia / wearable technology

Cite this article

Download citation ▾
Krishnakumar Sankar, Samyuktha Shanmugam, Sanjana Parlikad Krishnan, Sushmitha Sree Saravanan. Clinical Efficacy of Neuromodulation Interventions and Rehabilitation Advancements in Ataxic Subtypes. Smart Wearable Technology, 2026, 2 (1) : 62028093 DOI:10.47852/bonviewSWT62028093

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Shooshtari, S., Stoesz, B. M., Kian, P., Kian, S., & Iranpour, R. (2023). Epidemiology of cerebellar disorders. In H. Marzban (Ed.), Development of the cerebellum from molecular aspects to diseases (2nd ed., pp. 555-604). Springer International Publishing. https://doi.org/10.1007/978-3-031-23104-9_25

[2]

Rudaks, L. I., Yeow, D., Ng, K., Deveson, I. W., Kennerson, M. L., & Kumar, K. R. (2024). An update on the adult—onset hereditary cerebellar ataxias: Novel genetic causes and new diagnostic approaches. The Cerebellum, 23(5), 2152-2168. https://doi.org/10.1007/s12311-024-01703-z

[3]

Beaudin, M., Matilla—Dueñas, A., Soong, B. W., Pedroso, J. L., Barsottini, O. G., Mitoma, H., . . . , & Dupre, N. (2019). The classification of autosomal recessive cerebellar ataxias: A consensus statement from the Society for Research on the Cerebellum and Ataxias Task Force. The Cerebellum, 18(6), 1098-1125. https://doi.org/10.1007/s12311-019-01052-2

[4]

Lin, C. Y. R., & Kuo, S. H. (2023). Ataxias: Hereditary, acquired, and reversible etiologies. Seminars in Neurology, 43(1), 48-64. https://doi.org/10.1055/s-0043-1763511

[5]

Ilg, W., Milne, S., Schmitz—Hübsch, T., Alcock, L., Beichert, L., Bertini, E., . . . , & Horak, F. B. (2024). Quantitative gait and balance outcomes for ataxia trials: Consensus recommendations by the ataxia global initiative working group on digital—motor biomarkers. The Cerebellum, 23(4), 1566-1592. https://doi.org/10.1007/s12311-023-01625-2

[6]

Tsukahara, A., Yoshida, K., Matsushima, A., Ajima, K., Kuroda, C., Mizukami, N., & Hashimoto, M. (2018). Effects of gait support in patients with spinocerebellar degeneration by a wearable robot based on synchronization control. Journal of NeuroEngineering and Rehabilitation, 15(1), 84. https://doi.org/10.1186/s12984-018-0425-4

[7]

Serrao, M., Pierelli, F., Ranavolo, A., Draicchio, F., Conte, C., Don, R., . . . , & Casali, C. (2012). Gait pattern in inherited cerebellar ataxias. The Cerebellum, 11(1), 194-211. https://doi.org/10.1007/s12311-011-0296-8

[8]

Pau, M., Porta, M., Pau, C., Tacconi, P., & Sanna, A. (2023). Quantitative characterization of gait patterns in individuals with spinocerebellar ataxia 38. Bioengineering , 10(7), 788. https://doi.org/10.3390/bioengineering10070788

[9]

Meier, P., Mayer—Suess, L., Kiechl, S., Pachmann, U., Greimann, R., Kofler, M., . . . , & Seebacher, B. (2024). Recovery of balance and walking in people with ataxia after acute cerebral stroke: Study protocol for a randomized controlled trial. Frontiers in Stroke, 3, 1388891. https://doi.org/10.3389/fstro.2024.1388891

[10]

Shah, V. V., Muzyka, D., Jagodinsky, A., Casey, H., McNames, J., El—Gohary, M., . . . , & Gomez, C. M. (2025). Clinic versus daily life gait characteristics in patients with spinocerebellar ataxia. Frontiers in Digital Health, 7, 1590150. https://doi.org/10.3389/fdgth.2025.1590150

[11]

LeMoyne, R., Heerinckx, F., Aranca, T., de Jager, R., Zesiewicz, T., & Saal, H. J. (2016). Wearable body and wireless inertial sensors for machine learning classification of gait for people with Friedreich’s ataxia. In 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks, 147-151. https://doi.org/10.1109/BSN.2016.7516249

[12]

Knudson, K. C., & Gupta, A. S. (2022). Assessing cerebellar disorders with wearable inertial sensor data using time—frequency and autoregressive hidden Markov model approaches. Sensors, 22(23), 9454. https://doi.org/10.3390/s22239454

[13]

Németh, A. H., Antoniades, C. A., Dukart, J., Minnerop, M., Rentz, C., Schuman, B. J., . . . , & Dawes, H. (2024). Using smartphone sensors for ataxia trials: Consensus guidance by the ataxia global initiative working group on digital—motor biomarkers. The Cerebellum, 23(3), 912-923. https://doi.org/10.1007/s12311-023-01608-3

[14]

Romano, S., Coarelli, G., Marcotulli, C., Leonardi, L., Piccolo, F., Spadaro, M., . . . , & Ristori, G. (2015). Riluzole in patients with hereditary cerebellar ataxia: A randomized, double—blind, placebo—controlled trial. The Lancet Neurology, 14(10), 985-991. https://doi.org/10.1016/S1474-4422(15)00201-X

[15]

van Gaalen, J., Kerstens, F. G., Maas, R. P. P. W. M., Härmark, L., & van de Warrenburg, B. P. C. (2014). Drug—induced cerebellar ataxia: A systematic review. CNS Drugs, 28(12), 1139-1153. https://doi.org/10.1007/s40263-014-0200-4

[16]

Hourez, R., Servais, L., Orduz, D., Gall, D., Millard, I., de Kerchove d’Exaerde, A., . . . , & Schiffmann, S. N. (2011). Aminopyridines correct early dysfunction and delay neurodegeneration in a mouse model of spinocerebellar ataxia type 1. Journal of Neuroscience, 31(33), 11795-11807. https://doi.org/10.1523/JNEUROSCI.0905-11.2011

[17]

Chien, H. F., Zonta, M. B., Chen, J., Diaferia, G., Viana, C. F., Teive, H. A. G., . . . , & Barsottini, O. G. P. (2022). Rehabilitation in patients with cerebellar ataxias. Arquivos de Neuro—Psiquiatria, 80(3), 306-315. https://doi.org/10.1590/0004-282X-ANP-2021-0065

[18]

Matsugi, A., Bando, K., Kondo, Y., Kikuchi, Y., Miyata, K., Hiramatsu, Y., . . . , & Yamasaki, Y. (2025). Effects of physiotherapy on degenerative cerebellar ataxia: A systematic review and meta—analysis. Frontiers in Neurology, 15, 1491142. https://doi.org/10.3389/fneur.2024.1491142

[19]

Synofzik, M., & Ilg, W. (2014). Motor training in degenerative spinocerebellar disease: Ataxia—specific improvements by intensive physiotherapy and exergames. BioMed Research International, 2014(1), 583507. https://doi.org/10.1155/2014/583507

[20]

Benussi, A., Pascual—Leone, A., & Borroni, B. (2020). Non—invasive cerebellar stimulation in neurodegenerative ataxia: A literature review. International Journal of Molecular Sciences, 21(6), 1948. https://doi.org/10.3390/ijms21061948

[21]

San—Juan, D., Dávila—Rodríguez, D. O., Jiménez, C. R., González, M. S., Carranza, S. M., Mendoza, J. R. H., & Anschel, D. J. (2019). Neuromodulation techniques for status epilepticus: A review. Brain Stimulation, 12(4), 835-844. https://doi.org/10.1016/j.brs.2019.04.005

[22]

França, C., de Andrade, D. C., Silva, V., Galhardoni, R., Barbosa, E. R., Teixeira, M. J., & Cury, R. G. (2020). Effects of cerebellar transcranial magnetic stimulation on ataxias: A randomized trial. Parkinsonism & Related Disorders, 80, 1-6. https://doi.org/10.1016/j.parkreldis.2020.09.001

[23]

Ferrucci, R., & Priori, A. (2018). Noninvasive stimulation. In M. Manto & T. A. G. M. Huisman (Eds.), Handbook of clinical neurology—The cerebellum: Disorders and treatment (pp. 393-405). Elsevier. https://doi.org/10.1016/B978-0-444-64189-2.00026-3

[24]

Cury, R. G., França, C., Duarte, K. P., Paraguay, I., Diniz, J. M., Cunha, P., . . . , & de Andrade, D. C. (2022). Safety and outcomes of dentate nucleus deep brain stimulation for cerebellar ataxia. The Cerebellum, 21(5), 861-865. https://doi.org/10.1007/s12311-021-01326-8

[25]

Pisano, F., Mellace, D., Fugatti, A., Aiello, E. N., Diotti, S., Curti, B., . . . , & Ferrucci, R. (2024). Cerebellar tDCS combined with augmented reality treadmill for freezing of gait in Parkinson’s disease: A randomized controlled trial. Journal of NeuroEngineering and Rehabilitation, 21(1), 173. https://doi.org/10.1186/s12984-024-01457-z

[26]

Freund, H. J., Barnikol, U. B., Nolte, D., Treuer, H., Auburger, G., Tass, P. A., . . . , & Sturm, V. (2007). Subthalamic—thalamic DBS in a case with spinocerebellar ataxia type 2 and severe tremor—An unusual clinical benefit. Movement Disorders, 22(5), 732-735. https://doi.org/10.1002/mds.21338

[27]

Rodríguez—Díaz, J. C., Velázquez—Pérez, L., Rodríguez Labrada, R., Aguilera Rodríguez, R., Laffita Pérez, D., Canales Ochoa, N., . . . , & Almaguer Gotay, D. (2018). Neurorehabilitation therapy in spinocerebellar ataxia type 2: A 24—week, rater—blinded, randomized, controlled trial. Movement Disorders, 33(9), 1481-1487. https://doi.org/10.1002/mds.27437

[28]

Sikandar, A., Liu, X. H., Xu, H. L., Li, Y., Lin, Y. Q., Chen, X. Y., . . . , & Gan, S. R. (2023). Short—term efficacy of repetitive transcranial magnetic stimulation in SCA3: A prospective, randomized, double—blind, sham—controlled study. Parkinsonism & Related Disorders, 106, 105236. https://doi.org/10.1016/j.parkreldis.2022.105236

[29]

Hu, Z., Tao, X., Huang, Z., Xie, K., Zhu, S., Weng, X., . . . , & Wang, L. (2023). Efficacy of high—frequency repetitive transcranial magnetic stimulation in a family with spinocerebellar ataxia type 3: A case report. Heliyon, 9(5), e16190. https://doi.org/10.1016/j.heliyon.2023.e16190

[30]

Shi, Y., Zou, G., Chen, Z., Wan, L., Peng, L., Peng, H., . . . , & Jiang, H. (2023). Efficacy of cerebellar transcranial magnetic stimulation in spinocerebellar ataxia type 3: A randomized, single—blinded, controlled trial. Journal of Neurology, 270(11), 5372-5379. https://doi.org/10.1007/s00415-023-11848-2

[31]

Chen, X. Y., Lian, Y. H., Liu, X. H., Sikandar, A., Li, M. C., Xu, H. L., . . . , & Gan, S. R. (2022). Effects of repetitive transcranial magnetic stimulation on cerebellar metabolism in patients with spinocerebellar ataxia type 3. Frontiers in Aging Neuroscience, 14, 827993. https://doi.org/10.3389/fnagi.2022.827993

[32]

Manor, B., Greenstein, P. E., Davila—Perez, P., Wakefield, S., Zhou, J., & Pascual—Leone, A. (2019). Repetitive transcranial magnetic stimulation in spinocerebellar ataxia: A pilot randomized controlled trial. Frontiers in Neurology, 10, 73. https://doi.org/10.3389/fneur.2019.00073

[33]

Grobe—Einsler, M., Bork, F., Faikus, A., Hurlemann, R., & Kaut, O. (2024). Effects of cerebellar repetitive transcranial magnetic stimulation plus physiotherapy in spinocerebellar ataxias—A randomized clinical trial. CNS Neuroscience & Therapeutics, 30(6), e14797. https://doi.org/10.1111/cns.14797

[34]

Brito, R., Fabrício, J. V., Araujo, A., Sacchi, M., Baltar, A., Lima, F. A., . . . , & Monte—Silva, K. (2024). Differential effects of cerebellar transcranial direct current stimulation with gait training on functional mobility, balance, and ataxia symptoms. The Cerebellum, 23(6), 2457-2467. https://doi.org/10.1007/s12311-024-01750-6

[35]

Brito, R., Fabrício, J. V., Araujo, A., Barreto, G., Baltar, A., & Monte—Silva, K. (2024). Single—session cerebellar transcranial direct current stimulation improves postural stability and reduces ataxia symptoms in spinocerebellar ataxia. The Cerebellum, 23(5), 1993-2002. https://doi.org/10.1007/s12311-024-01696-9

[36]

Tercero—Pérez, K., Cortés, H., Torres—Ramos, Y., Rodríguez—Labrada, R., Cerecedo—Zapata, C. M., Hernández—Hernández, O., . . . , & Magaña, J. J. (2019). Effects of physical rehabilitation in patients with spinocerebellar ataxia type 7. The Cerebellum, 18(3), 397-405. https://doi.org/10.1007/s12311-019-1006-1

[37]

Sanna, A., Pau, M., Pilia, G., Porta, M., Casu, G., Secci, V., . . . , & Tacconi, P. (2024). Comparison of two therapeutic approaches of cerebellar transcranial direct current stimulation in a Sardinian family affected by spinocerebellar ataxia 38: A clinical and computerized 3D gait analysis study. The Cerebellum, 23(3), 973-980. https://doi.org/10.1007/s12311-023-01590-w

[38]

dos Santos, M. B., de Oliveira, C. B., dos Santos, A., Pires, C. G., Dylewski, V., & Arida, R. M. (2018). A comparative study of conventional physiotherapy versus robot—assisted gait training associated to physiotherapy in individuals with ataxia after stroke. Behavioural Neurology, 2018(1), 2892065. https://doi.org/10.1155/2018/2892065

[39]

Kumar, A., Matulis, K. L., Fadel, Z. A., Fanning, A. S., Amlang, C. J., & Kuo, S. H. (2024). Effects of low—frequency deep brain stimulation in bilateral zona incerta for a patient with tremor and cerebellar ataxia. Tremor and Other Hyperkinetic Movements, 14, 42. https://doi.org/10.5334/tohm.925

[40]

Winser, S. J., Chan, A. Y. Y., Whitney, S. L., Chen, C. H., & Pang, M. Y. (2024). Effectiveness and cost of integrated cognitive and balance training for balance and falls in cerebellar ataxia: A blinded two—arm parallel group RCT. Frontiers in Neurology, 14, 1267099. https://doi.org/10.3389/fneur.2023.1267099

[41]

Barretto, T. L., Bandeira, I. D., Jagersbacher, J. G., Barretto, B. L., Peña, N., Miranda, J. G. V., & Lucena, R. (2019). Transcranial direct current stimulation in the treatment of cerebellar ataxia: A two—phase, double—blind, auto—matched, pilot study. Clinical Neurology and Neurosurgery, 182, 123-129. https://doi.org/10.1016/j.clineuro.2019.05.009

[42]

Barbuto, S., Kuo, S. H., Winterbottom, L., Lee, S., Stern, Y., O’Dell, M., & Stein, J. (2023). Home aerobic training for cerebellar degenerative diseases: A randomized controlled trial. The Cerebellum, 22(2), 272-281. https://doi.org/10.1007/s12311-022-01394-4

[43]

Lepoura, A., Lampropoulou, S., Galanos, A., Papadopoulou, M., & Sakellari, V. (2022). Study protocol of a randomised controlled trial for the effectiveness of a functional partial body weight support treadmill training (FPBWSTT) on motor and functional skills of children with ataxia. BMJ Open, 12(3), e056943. https://doi.org/10.1136/bmjopen-2021-056943

[44]

Tykalova, T., Pospisilova, M., Cmejla, R., Jerabek, J., Mares, P., & Rusz, J. (2016). Speech changes after coordinative training in patients with cerebellar ataxia: A pilot study. Neurological Sciences, 37(2), 293-296. https://doi.org/10.1007/s10072-015-2379-7

[45]

Jabri, S., Bushart, D. D., Kinnaird, C., Bao, T., Bu, A., Shakkottai, V. G., & Sienko, K. H. (2022). Preliminary study of vibrotactile feedback during home—based balance and coordination training in individuals with cerebellar ataxia. Sensors, 22(9), 3512. https://doi.org/10.3390/s22093512

[46]

Pilloni, G., Shaw, M., Feinberg, C., Clayton, A., Palmeri, M., Datta, A., & Charvet, L. E. (2019). Long term at—home treatment with transcranial direct current stimulation (tDCS) improves symptoms of cerebellar ataxia: A case report. Journal of Neuroengineering and Rehabilitation, 16(1), 41. https://doi.org/10.1186/s12984-019-0514-z

PDF (708KB)

19

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉