Potential of APDM mobility lab for the monitoring of the progression of Parkinson’s disease

References

• Bach J-P, Ziegler U, Deuschl G, et al. Projected numbers of people with movement disorders in the years 2030 and 2050. Mov Disord. 2011;26:2286–2290.
   PubMed Web of Science ®Google Scholar
• Morris ME. Movement disorders in people with Parkinson disease: a model for physical therapy. Phys Ther. 2000;80:578–597.
   PubMed Web of Science ®Google Scholar
• Shoenberg BS. Epidemiology of movement disorders. In: Marsden CD, Fahn S, editor. Movement Disorders. 2nd ed. London (UK): Butterworth; 1987. p. 17–32.
   Google Scholar
• Deane KH, Flaherty H, Daley DJ, et al. Priority setting partnership to identify the top 10 research priorities for the management of Parkinson’s disease. BMJ Open. 2014;4:e006434.
   PubMed Web of Science ®Google Scholar
• Mellone S, Palmerini L, Cappello A, et al. Hilbert-Huang-based tremor removal to assess postural properties from accelerometers. IEEE Trans Biomed Eng. 2011;58:1752–1761.
   PubMed Web of Science ®Google Scholar
• Curtze C, Nutt JG, Carlson-Kuhta P, et al. Levodopa is a double-edged sword for balance and gait in people with Parkinson’s disease. Mov Disord. 2015;30:1361–1370.
   PubMed Web of Science ®Google Scholar
• Horak FB, Mancini M. Objective biomarkers of balance and gait for Parkinson’s disease using body-worn sensors. Mov Disord. 2013;28:1544–1551.
   PubMed Web of Science ®Google Scholar
• Fahn S. Description of Parkinson’s disease as a clinical syndrome. Ann N Y Acad Sci. 2003;991:1–14.
   PubMed Web of Science ®Google Scholar
• Schapira AH. Etiology and pathogenesis of Parkinson disease. Neurol Clin. 2009;27:583–603, v.
   PubMed Web of Science ®Google Scholar
• Frank JS, Horak FB, Nutt J. Centrally initiated postural adjustments in parkinsonian patients on and off levodopa. J Neurophysiol. 2000;84:2440–2448.
   PubMed Web of Science ®Google Scholar
• Collomb-Clerc A, Welter M-L. Effects of deep brain stimulation on balance and gait in patients with Parkinson’s disease: a systematic neurophysiological review. Neurophysiol Clin. 2015;45:371–388.
   PubMed Web of Science ®Google Scholar
• Fasano A, Aquino CC, Krauss JK, et al. Axial disability and deep brain stimulation in patients with Parkinson disease. Nat Rev Neurol. 2015;11:98–110.
   PubMed Web of Science ®Google Scholar
• Burleigh AL, Horak FB, Burchiel KJ, et al. Effects of thalamic stimulation on tremor, balance, and step initiation: a single subject study. Mov Disord. 1993;8:519–524.
   PubMed Web of Science ®Google Scholar
• Rocchi L, Carlson-Kuhta P, Chiari L, et al. Effects of deep brain stimulation in the subthalamic nucleus or globus pallidus internus on step initiation in Parkinson disease: laboratory investigation. J Neurosurg. 2012;117:1141–1149.
   PubMed Web of Science ®Google Scholar
• St George RJ, Carlson-Kuhta P, Burchiel KJ, et al. The effects of subthalamic and pallidal deep brain stimulation on postural responses in patients with Parkinson disease. J Neurosurg. 2012;116:1347–1356.
   PubMed Web of Science ®Google Scholar
• St George RJ, Carlson-Kuhta P, King LA, et al. Compensatory stepping in Parkinson’s disease is still a problem after deep brain stimulation randomized to STN or GPi. J Neurophysiol. 2015;114:1417–1423.
   PubMed Web of Science ®Google Scholar
• St George RJ, Carlson-Kuhta P, Nutt JG, et al. The effect of deep brain stimulation randomized by site on balance in Parkinson’s disease. Mov Disord. 2014;29:949–953.
   PubMed Web of Science ®Google Scholar
• St George RJ, Nutt JG, Burchiel KJ, et al. A meta-regression of the long-term effects of deep brain stimulation on balance and gait in PD. Neurology. 2010;75:1292–1299.
   PubMed Web of Science ®Google Scholar
• Bloem BR, Beckley DJ, Van Hilten BJ, et al. Clinimetrics of postural instability in Parkinson’s disease. J Neurol. 1998;245:669–673.
   PubMed Web of Science ®Google Scholar
• Dibble LE, Lange M. Predicting falls in individuals with Parkinson disease: a reconsideration of clinical balance measures. J Neurol Phys Ther. 2006;30:60–67.
   PubMedGoogle Scholar
• Ebersbach G, Baas H, Csoti I, et al. Scales in Parkinson’s disease. J Neurol. 2006;253 (Suppl 4):IV32–5.
   PubMedGoogle Scholar
• Haaxma CA, Bloem BR, Borm GF, et al. Comparison of a timed motor test battery to the Unified Parkinson’s disease Rating Scale-III in Parkinson’s disease. Mov Disord. 2008;23:1707–1717.
   PubMed Web of Science ®Google Scholar
• Jenkinson C, Fitzpatrick R, Peto V, et al. The Parkinson’s Disease Questionnaire (PDQ-39): development and validation of a Parkinson’s disease summary index score. Age Ageing. 1997;26:353–357.
   PubMed Web of Science ®Google Scholar
• Mitchell SL, Harper DW, Lau A, et al. Patterns of outcome measurement in Parkinson’s disease clinical trials. Neuroepidemiology. 2000;19:100–108.
   PubMed Web of Science ®Google Scholar
• Chrischilles EA, Rubenstein LM, Voelker MD, et al. The health burdens of Parkinson’s disease. Mov Disord. 1998;13:406–413.
   PubMed Web of Science ®Google Scholar
• Hagell P, Whalley D, McKenna SP, et al. Health status measurement in Parkinson’s disease: validity of the PDQ-39 and Nottingham Health Profile. Mov Disord. 2003;18:773–783.
   PubMed Web of Science ®Google Scholar
• Movement Disorder Society Task Force on Rating Scales for Parkinson's Disease. The Unified Parkinson’s Disease Rating Scale (UPDRS): status and recommendations. Mov Disord. 2003;18:738–750.
   PubMed Web of Science ®Google Scholar
• Stocchi F, Ruggieri S, Brughitta G, et al. Problems in daily motor performances in Parkinson’s disease: the continuous dopaminergic stimulation. J Neural Transm Suppl. 1986;22:209–218.
   PubMedGoogle Scholar
• Stone AA, Shiffman S, Schwartz JE, et al. Patient compliance with paper and electronic diaries. Control Clin Trials. 2003;24:182–199.
   PubMedGoogle Scholar
• Isacson D, Bingefors K, Kristiansen IS, et al. Fluctuating functions related to quality of life in advanced Parkinson disease: effects of duodenal levodopa infusion. Acta Neurol Scand. 2008;118:379–386.
   PubMed Web of Science ®Google Scholar
• Hobert MA, Maetzler W, Aminian K, et al. Technical and clinical view on ambulatory assessment in Parkinson’s disease. Acta Neurol Scand. 2014;130:139–147.
   PubMed Web of Science ®Google Scholar
• Lopane G, Mellone S, Chiari L, et al. Dyskinesia detection and monitoring by a single sensor in patients with Parkinson’s disease. Mov Disord. 2015;30:1267–1271.
   PubMed Web of Science ®Google Scholar
• Mariani B, Jimenez MC, Vingerhoets FJ, et al. On-shoe wearable sensors for gait and turning assessment of patients with Parkinson’s disease. IEEE Trans Biomed Eng. 2013;60:155–158.
   PubMed Web of Science ®Google Scholar
• Palmerini L, Mellone S, Avanzolini G, et al. Quantification of motor impairment in Parkinson’s disease using an instrumented timed up and go test. IEEE Trans Neural Syst Rehabil Eng. 2013;21:664–673.
   PubMed Web of Science ®Google Scholar
• Perez Lloret S, Rossi M, Cardinali DP, et al. Actigraphic evaluation of motor fluctuations in patients with Parkinson’s disease. Int J Neurosci. 2010;120:137–143.
   PubMed Web of Science ®Google Scholar
• Weiss A, Herman T, Plotnik M, et al., et al. Can an accelerometer enhance the utility of the timed up & go test when evaluating patients with Parkinson’s disease? Med Eng Phys. 2010;32:119–125.
   PubMed Web of Science ®Google Scholar
• Hulbert S, Ashburn A, Robert L, et al. A narrative review of turning deficits in people with Parkinson’s disease. Disabil Rehabil. 2015;37:1382–1389.
   PubMed Web of Science ®Google Scholar
• Zampieri C, Salarian A, Carlson-Kuhta P, et al. The instrumented timed up and go test: potential outcome measure for disease modifying therapies in Parkinson’s disease. J Neurol Neurosurg Psychiatry. 2010;81:171–176.
   PubMed Web of Science ®Google Scholar
• Sterling NW, Cusumano JP, Shaham N, et al., et al. Dopaminergic modulation of arm swing during gait among Parkinson’s disease patients. J Parkinsons Dis. 2015;5:141–150.
   PubMedGoogle Scholar
• Mancini M, King L, Salarian A, et al. Mobility lab to assess balance and gait with synchronized body-worn sensors. J Bioengineer Biomedical Sci S. 2012;1:2.
   Google Scholar
• Spain RI, Mancini M, Horak FB, et al. Body-worn sensors capture variability, but not decline, of gait and balance measures in multiple sclerosis over 18 months. Gait Posture. 2014;39:958–964.
   PubMed Web of Science ®Google Scholar
• Spain RI, St George RJ, Salarian A, et al., et al. Body-worn motion sensors detect balance and gait deficits in people with multiple sclerosis who have normal walking speed. Gait Posture. 2012;35:573–578.
   PubMed Web of Science ®Google Scholar
• Mancini M, Salarian A, Carlson-Kuhta P, et al., et al. ISway: a sensitive, valid and reliable measure of postural control. J Neuroeng Rehabil. 2012;9:59.
   PubMed Web of Science ®Google Scholar
• Salarian A, Horak FB, Zampieri C, et al. iTUG, a sensitive and reliable measure of mobility. IEEE Trans Neural Syst Rehabil Eng. 2010;18:303–310.
   PubMed Web of Science ®Google Scholar
• King LA, Horak FB, Mancini M, et al., et al. Instrumenting the balance error scoring system for use with patients reporting persistent balance problems after mild traumatic brain injury. Arch Phys Med Rehabil. 2014;95:353–359.
   PubMed Web of Science ®Google Scholar
• Mancini M, Horak FB, Zampieri C, et al. Trunk accelerometry reveals postural instability in untreated Parkinson’s disease. Parkinsonism Relat Disord. 2011;17:557–562.
   PubMed Web of Science ®Google Scholar
• Dewey DC, Miocinovic S, Bernstein I, et al., et al. Automated gait and balance parameters diagnose and correlate with severity in Parkinson disease. J Neurol Sci. 2014;345:131–138.
   PubMed Web of Science ®Google Scholar
• Mancini M, Carlson-Kuhta P, Zampieri C, et al. Postural sway as a marker of progression in Parkinson’s disease: a pilot longitudinal study. Gait Posture. 2012;36:471–476.
   PubMed Web of Science ®Google Scholar
• Mancini M, El-Gohary M, Pearson S, et al., et al. Continuous monitoring of turning in Parkinson’s disease: Rehabilitation potential. Neurorehabilitation. 2015;37:3–10.
   PubMed Web of Science ®Google Scholar
• El-Gohary M, Pearson S, McNames J, et al., et al. Continuous monitoring of turning in patients with movement disability. Sensors (Basel). 2013;14:356–369.
   PubMed Web of Science ®Google Scholar
• Del Din S, Godfrey A, Rochester L. Validation of an accelerometer to quantify a comprehensive battery of gait characteristics in healthy older adults and Parkinson’s disease: toward clinical and at home use. IEEE J Biomed Health Inform. 2015 Apr 2. [Epub ahead of print].
   PubMedGoogle Scholar
• Weiss A, Herman T, Giladi N, et al. New evidence for gait abnormalities among Parkinson’s disease patients who suffer from freezing of gait: insights using a body-fixed sensor worn for 3 days. J Neural Transm (Vienna). 2015;122:403–410.
   PubMed Web of Science ®Google Scholar
• Weiss A, Sharifi S, Plotnik M, et al. Toward automated, at-home assessment of mobility among patients with Parkinson disease, using a body-worn accelerometer. Neurorehabil Neural Repair. 2011;25:810–818.
   PubMed Web of Science ®Google Scholar