Wearable Health Technology: Comparison
View Latest Version
Please note this is a comparison between Version 2 by Rita Xu and Version 1 by Marta Francisca Corrà.

The occurrence of peripheral neuropathy (PNP) is often observed in Parkinson's disease (PD) patients with a prevalence up to 55%, leading to more prominent functional deficits. Motor assessment with mobile health technologies allows high sensitivity and accuracy and is widely adopted in PD, but scarcely used for PNP assessments. This review provides a comprehensive overview of the methodologies and the most relevant features to investigate PNP and PD motor deficits with wearables. Because of the lack of studies investigating motor impairments in this specific subset of PNP-PD patients, Pubmed, Scopus, and Web of Science electronic databases were used to summarize the state of the art on PNP motor assessment with wearable technology and compare it with the existing evidence on PD. 

The occurrence of peripheral neuropathy (PNP) is often observed in Parkinson's disease (PD) patients with a prevalence up to 55%, leading to more prominent functional deficits. Motor assessment with mobile health technologies allows high sensitivity and accuracy and is widely adopted in PD, but scarcely used for PNP assessments. This entry provides a comprehensive overview of the methodologies and the most relevant features to investigate PNP and PD motor deficits with wearables. Because of the lack of studies investigating motor impairments in this specific subset of PNP-PD patients, Pubmed, Scopus, and Web of Science electronic databases were used to summarize the state of the art on PNP motor assessment with wearable technology and compare it with the existing evidence on PD. 

  • Parkinson's disease
  • peripheral neuropathy
  • Wearable technology
Please wait, diff process is still running!

References

  1. Poewe, W.; Seppi, K.; Tanner, C.M.; Halliday, G.M.; Brundin, P.; Volkmann, J.; Schrag, A.E.; Lang, A.E. Parkinson disease. Rev. Dis. Primers 2017, 3, 17013.
  2. Spillantini, M.G.; Schmidt, M.L.; Lee, V.M.; Trojanowski, J.Q.; Jakes, R.; Goedert, M. Alpha-synuclein in Lewy bodies. Nature 1997, 388, 839–840.
  3. Dennison, A.C.; Noorigian, J.V.; Robinson, K.M.; Fisman, D.N.; Cianci, H.J.; Moberg, P.; Bunting-Perry, L.; Martine, R.; Duda, J.; Stern, M.B. Falling in Parkinson Disease: Identifying and prioritizing risk factors in recurrent fallers. J. Phys. Med. Rehabil. 2007, 86, 621–632.
  4. Hammarlund, C.S.; Westergren, A.; Åström, I.; Edberg, A.-K.; Hagell, P. The Impact of Living with Parkinson’s Disease: Balancing within a Web of Needs and Demands. Parkinson Dis. 2018, 2018, 4598651.
  5. Rodríguez-Leyva, I.; Calderón-Garcidueñas, A.L.; Jiménez-Capdeville, M.E.; Rentería-Palomo, A.A.; Hernandez-Rodriguez, H.G.; Valdés-Rodríguez, R.; Fuentes-Ahumada, C.; Torres-Álvarez, B.; Sepúlveda-Saavedra, J.; Soto-Domínguez, A.; et al. α-Synuclein inclusions in the skin of Parkinson's disease and parkinsonism. Clin. Transl. Neurol. 2014, 1, 471–478.
  6. Doppler, K.; Ebert, S.; Üçeyler, N.; Trenkwalder, C.; Ebentheuer, J.; Volkmann, J.; Sommer, C. Cutaneous neuropathy in Parkinson’s disease: A window into brain pathology. Acta Neuropathol. 2014, 128, 99–109.
  7. Zis, P.; Sarrigiannis, P.G.; Rao, D.; Hewamadduma, C.; Hadjivassiliou, M. Chronic idiopathic axonal polyneuropathy: A systematic review. Neurol. 2016, 263, 1903–1910.
  8. Karceski, S. Patient page. Parkinson disease and polyneuropathy. About Parkinson disease. Neurology 2011, 77, e132–e134.
  9. Zis, P.; Grünewald, R.A.; Chaudhuri, R.K.; Hadjivassiliou, M. Peripheral neuropathy in idiopathic Parkinson's disease: A systematic review. Neurol. Sci. 2017, 378, 204–209.
  10. Toth, C.; Breithaupt, K.; Ge, S.; Duan, Y.; Terris, J.M.; Thiessen, A.; Wiebe, S.; Zochodne, D.W.; Suchowersky, O. Levodopa, methylmalonic acid, and neuropathy in idiopathic Parkinson disease. Neurol. 2010, 68, 28–36.
  11. Toth, C.; Brown, M.S.; Furtado, S.; Suchowersky, O.; Zochodne, D. Neuropathy as a potential complication of levodopa use in Parkinson's disease. Disord. 2008, 23, 1850–1859.
  12. Ceravolo, R.; Cossu, G.; Bandettini di Poggio, M.; Santoro, L.; Barone, P.; Zibetti, M.; Frosini, D.; Nicoletti, V.; Manganelli, F.; Iodice, R.; et al. Neuropathy and levodopa in Parkinson's disease: Evidence from a multicenter study. Disord. 2013, 28, 1391–1397.
  13. DeMott, T.K.; Richardson, J.K.; Thies, S.B.; Ashton-Miller, J.A. Falls and Gait Characteristics Among Older Persons with Peripheral Neuropathy. J. Phys. Med. Rehabil. 2007, 86, 125–132.
  14. Beaulieu, M.L.; Müller, M.; Bohnen, N.I. Peripheral neuropathy is associated with more frequent falls in Parkinson's disease. Parkinsonism Relat. Disord. 2018, 54, 46–50.
  15. Warmerdam, E.; Hausdorff, J.M.; Atrsaei, A.; Zhou, Y.; Mirelman, A.; Aminian, K.; Espay, A.J.; Hansen, C.; Evers, L.J.W.; Keller, A.; et al. Long-term unsupervised mobility assessment in movement disorders. Lancet Neurol. 2020, 19, 462–470.
  16. Godinho, C.; Domingos, J.; Cunha, G.V.; Santos, A.T.; Fernandes, R.M.; Abreu, D.; Gonçalves, N.; Matthews, H.; Isaacs, T.; Duffen, J.; et al. A systematic review of the characteristics and validity of monitoring technologies to assess Parkinson’s disease. Neuroeng. Rehabil. 2016, 13, 24.
  17. Esser, P.; Collett, J.; Maynard, K.; Steins, D.; Hillier, A.; Buckingham, J.; Tan, G.D.; King, L.; Dawes, H. Single Sensor Gait Analysis to Detect Diabetic Peripheral Neuropathy: A Proof of Principle Study. Diabetes Metab. J. 2018, 42, 82–86.
  18. Kang, G.E.; Najafi, B. Sensor-Based Daily Physical Activity: Towards Prediction of the Level of Concern about Falling in Peripheral Neuropathy. Sensors 2020, 20, 505.
  19. Loprinzi, P.D.; Crush, E. Sensory Impairment, Functional Balance and Physical Activity with All-Cause Mortality. Phys. Act. Health 2016, 13, 980–987.
  20. Findling, O.; Van Der Logt, R.; Nedeltchev, K.; Achtnichts, L.; Allum, J.H.J. A comparison of balance control during stance and gait in patients with inflammatory and non-inflammatory polyneuropathy. PLoS ONE 2018, 13, e0191957.
  21. Morgan, C.; Rolinski, M.; McNaney, R.; Jones, B.; Rochester, L.; Maetzler, W.; Craddock, I.; Whone, A.L. Systematic Review Looking at the Use of Technology to Measure Free-Living Symptom and Activity Outcomes in Parkinson’s Disease in the Home or a Home-like Environment. J. Parkinson Dis. 2020, 10, 429–454.
  22. Rovini, E.; Maremmani, C.; Cavallo, F. Automated Systems Based on Wearable Sensors for the Management of Parkinson’s Disease at Home: A Systematic Review. Telemed. J. E Health 2018, 25, 167–183.
  23. Del Din, S.; Godfrey, A.; Mazzà, C.; Lord, S.; Rochester, L. Free-living monitoring of Parkinson’s disease: Lessons from the field. Mov. Disord. 2016, 31, 1293–1313.
  24. Vienne-Jumeau, A.; Barrois, R.P.; Buffat, S.; Ricard, D.; Vidal, P.-P. Inertial Sensors to Assess Gait Quality in Patients with Neurological Disorders: A Systematic Review of Technical and Analytical Challenges. Front. Psychol. 2017, 8, 817.
  25. Maetzler, W.; Domingos, J.; Srulijes, K.; Ferreira, J.J.; Bloem, B.R. Quantitative wearable sensors for objective assessment of Parkinson’s disease. Mov. Disord. 2013, 28, 1628–1637.
  26. Ghislieri, M.; Gastaldi, L.; Pastorelli, S.; Tadano, S.; Agostini, V. Wearable Inertial Sensors to Assess Standing Balance: A Systematic Review. Sensors 2019, 19, 4075.
  27. Hubble, R.P.; Naughton, G.A.; Silburn, P.A.; Cole, M.H. Wearable Sensor Use for Assessing Standing Balance and Walking Stability in People with Parkinson’s Disease: A Systematic Review. PLoS ONE 2015, 10, e0123705.
  28. Karmakar, S.; Rashidian, H.; Chan, C.; Liu, C.; Toth, C. Investigating the role of neuropathic pain relief in decreasing gait variability in diabetes mellitus patients with neuropathic pain: A randomized, double-blind crossover trial. J. Neuroeng. Rehabil. 2014, 11, 125.
  29. Lalli, P.; Chan, A.; Garven, A.; Midha, N.; Chan, C.; Brady, S.; Block, E.; Hu, B.; Toth, C. Increased gait variability in diabetes mellitus patients with neuropathic pain. J. Diabetes Complicat. 2013, 27, 248–254.
  30. Ling, E.; Lepow, B.; Zhou, H.; Enriquez, A.; Mullen, A.; Najafi, B. The impact of diabetic foot ulcers and unilateral offloading footwear on gait in people with diabetes. Clin. Biomech. 2020, 73, 157–161.
  31. Kang, G.E.; Yang, J.; Najafi, B. Does the Presence of Cognitive Impairment Exacerbate the Risk of Falls in People with Peripheral Neuropathy? An Application of Body-Worn Inertial Sensors to Measure Gait Variability. Sensors 2020, 20, 1328.
  32. Schwenk, M.; Grewal, G.S.; Holloway, D.T.; Muchna, A.; Garland, L.; Najafi, B. Interactive Sensor-Based Balance Training in Older Cancer Patients with Chemotherapy-Induced Peripheral Neuropathy: A Randomized Controlled Trial. Gerontology 2016, 62, 553–563.
  33. Najafi, B.; Khan, T.; Fleischer, A.E.; Wrobel, J. The Impact of Footwear and Walking Distance on Gait Stability in Diabetic Patients with Peripheral Neuropathy. J. Am. Podiatr. Med. Assoc. 2013, 103, 165–173.
  34. Kelly, C.; Fleischer, A.E.; Yalla, S.; Grewal, G.S.; Albright, R.; Berns, D.; Crews, R.T.; Najafi, B. Fear of Falling Is Prevalent in Older Adults with Diabetes Mellitus But Is Unrelated to Level of Neuropathy. J. Am. Podiatr. Med. Assoc. 2013, 103, 480–488.
  35. Grewal, G.; Sayeed, R.; Schwenk, M.; Bharara, M.; Menzies, R.; Talal, T.K.; Armstrong, D.G.; Najafi, B. Balance rehabilitation: Promoting the role of virtual reality in patients with diabetic peripheral neuropathy. J. Am. Podiatr. Med. Assoc. 2013, 103, 498–507.
  36. Kang, G.E.; Zhou, H.; Varghese, V.; Najafi, B. Characteristics of the gait initiation phase in older adults with diabetic peripheral neuropathy compared to control older adults. Clin. Biomech. 2020, 72, 155–160.
  37. Grewal, G.S.; Bharara, M.; Menzies, R.; Talal, T.K.; Armstrong, D.; Najafi, B. Diabetic Peripheral Neuropathy and Gait: Does Footwear Modify This Association? J. Diabetes Sci. Technol. 2013, 7, 1138–1146.
  38. Najafi, B.; Talal, T.K.; Grewal, G.S.; Menzies, R.; Armstrong, D.G.; Lavery, L.A. Using Plantar Electrical Stimulation to Improve Postural Balance and Plantar Sensation Among Patients with Diabetic Peripheral Neuropathy: A Randomized Double Blinded Study. J. Diabetes Sci. Technol. 2017, 11, 693–701.
  39. Caronni, A.; Picardi, M.; Pintavalle, G.; Aristidou, E.; Redaelli, V.; Antoniotti, P.; Sterpi, I.; Tropea, P.; Corbo, M. Responsiveness to rehabilitation of balance and gait impairment in elderly with peripheral neuropathy. J. Biomech. 2019, 94, 31–38.
  40. De Bruin, E.D.; Hubli, M.; Hofer, P.; Wolf, P.; Murer, K.; Zijlstra, W. Validity and Reliability of Accelerometer-Based Gait Assessment in Patients with Diabetes on Challenging Surfaces. J. Aging Res. 2012, 2012, 954378.
  41. Kang, G.E.; Zahiri, M.; Lepow, B.; Saleem, N.; Najafi, B. The Effect of Daily Use of Plantar Mechanical Stimulation Through Micro-Mobile Foot Compression Device Installed in Shoe Insoles on Vibration Perception, Gait, and Balance in People with Diabetic Peripheral Neuropathy. J. Diabetes Sci. Technol. 2019, 13, 847–856.
  42. Najafi, B.; Horn, D.; Marclay, S.; Crews, R.T.; Wu, S.; Wrobel, J.S. Assessing Postural Control and Postural Control Strategy in Diabetes Patients Using Innovative and Wearable Technology. J. Diabetes Sci. Technol. 2010, 4, 780–791.
  43. Fino, P.C.; Horak, F.B.; El-Gohary, M.; Guidarelli, C.; Medysky, M.E.; Nagle, S.J.; Winters-Stone, K.M. Postural sway, falls, and self-reported neuropathy in aging female cancer survivors. Gait Posture 2019, 69, 136–142.
  44. Yalla, S.V.; Crews, R.T.; Fleischer, A.E.; Grewal, G.; Ortiz, J.; Najafi, B. An immediate effect of custom-made ankle foot orthoses on postural stability in older adults. Clin. Biomech. 2014, 29, 1081–1088.
  45. Toosizadeh, N.; Mohler, J.; Armstrong, D.G.; Talal, T.K.; Najafi, B. The Influence of Diabetic Peripheral Neuropathy on Local Postural Muscle and Central Sensory Feedback Balance Control. PLoS ONE 2015, 10, e0135255.
  46. Turcot, K.; Allet, L.; Golay, A.; Hoffmeyer, P.; Armand, S. Postural Strategies in Diabetes Patients with Peripheral Neuropathy Determined Using Cross-Correlation Functions. Diabetes Technol. Ther. 2012, 14, 403–410.
  47. Grewal, G.; Schwenk, M.; Lee-Eng, J.; Parvaneh, S.; Bharara, M.; Menzies, R.A.; Talal, T.K.; Armstrong, D.G.; Najafi, B. Sensor-Based Interactive Balance Training with Visual Joint Movement Feedback for Improving Postural Stability in Diabetics with Peripheral Neuropathy: A Randomized Controlled Trial. Gerontology 2015, 61, 567–574.
  48. Horak, F.B.; Mancini, M. Objective biomarkers of balance and gait for Parkinson’s disease using body-worn sensors. Mov. Disord. 2013, 28, 1544–1551.
  49. Oung, Q.W.; Hariharan, M.; Lee, H.L.; Basah, S.N.; Yaacob, S.; Sarillee, M.; Lee, C.H. Technologies for Assessment of Motor Disorders in Parkinson’s Disease: A Review. Sensors 2015, 15, 21710–21745.
  50. Steins, D.; Dawes, H.; Esser, P.; Collett, J. Wearable accelerometry-based technology capable of assessing functional activities in neurological populations in community settings: A systematic review. J. Neuroeng. Rehabil. 2014, 11, 36.
  51. Merola, A.; Sturchio, A.; Hacker, S.; Serna, S.; Vizcarra, J.A.; Marsili, L.; Fasano, A.; Espay, A.J. Technology-based assessment of motor and nonmotor phenomena in Parkinson disease. Expert Rev. Neurother. 2018, 18, 825–845.
  52. Rovini, E.; Maremmani, C.; Cavallo, F. How Wearable Sensors Can Support Parkinson’s Disease Diagnosis and Treatment: A Systematic Review. Front. Neurosci. 2017, 11, 555.
  53. Micó-Amigo, M.E.; Kingma, I.; Heinzel, S.; Rispens, S.M.; Heger, T.; Nussbaum, S.; Van Lummel, R.C.; Berg, D.; Maetzler, W.; Van Dieen, J.H. Potential Markers of Progression in Idiopathic Parkinson’s Disease Derived From Assessment of Circular Gait With a Single Body-Fixed-Sensor: A 5 Year Longitudinal Study. Front. Hum. Neurosci. 2019, 13, 59.
  54. Hausdorff, J.M. Gait dynamics in Parkinson’s disease: Common and distinct behavior among stride length, gait variability, and fractal-like scaling. Chaos 2009, 19, 026113.
  55. Zahiri, M.; Chen, K.M.; Zhou, H.; Nguyen, H.; Workeneh, B.T.; Yellapragada, S.V.; Sada, Y.H.; Schwenk, M.; Najafi, B. Using wearables to screen motor performance deterioration because of cancer and chemotherapy-induced peripheral neuropathy (CIPN) in adults—Toward an early diagnosis of CIPN. J. Geriatr. Oncol. 2019, 10, 960–967.
More
© Text is available under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/)
Video Production Service
Feedback