Literature DB >> 31663040

Proposed objective scoring algorithm for assessment and intervention recovery following surgery for lumbar spinal stenosis based on relevant gait metrics from wearable devices: the Gait Posture index (GPi).

Ralph J Mobbs1,2,3, Redmond Ross Mobbs4, Wen Jie Choy1,2,3.   

Abstract

BACKGROUND: Lumbar spinal stenosis (LSS) results in significant pain and disability. As spine healthcare providers, monitoring patient's outcomes is of the highest importance, and guides everything we do. However, a large amount of our data has been based solely on subjective, single time-point outcome tools limited by their subjective nature.
METHODS: We herein propose a novel, simple objective scoring system, the Gait Posture index (GPi). Four key objective health metrics, which can be measured using wearable devices have been identified to correlate with health status: (I) step count; (II) gait velocity; (III) step length; (IV) posture. An algorithm combining the above metrics was established to 'score' patient's ambulation from 0 (bed bound)-100 (excellent mobility and gait function). Thirteen surgical patients were assigned to the GPi scoring algorithm and compared with traditional subjective scoring systems Oswestry Disability Index (ODI) and Patient Satisfaction Index (PSI) as a proof of concept and confirmation of validity.
RESULTS: At 3 months, 11 out of 13 patients following decompression for LSS had an improvement with their GPi 20.79±17.44, P=0.001. In addition, Pearson correlation revealed positive correlation between change in GPi with change in ODI (r=0.682, n=13, P=0.01) and negative correlation between change in GPi with PSI (r=-0.618, n=13, P=0.024).
CONCLUSIONS: The GPi algorithm correlates accurately with preoperative and post-operative mobility which are comparable to traditional subjective scoring systems. GPi affords the health care provider with a relevant measure of patient outcome, and real-time recovery dynamics following decompression for LSS. 2019 Journal of Spine Surgery. All rights reserved.

Entities:  

Keywords:  Gait Posture index (GPi); Lumbar spinal stenosis (LSS); gait velocity; posture; spine; step count; step length

Year:  2019        PMID: 31663040      PMCID: PMC6787370          DOI: 10.21037/jss.2019.09.06

Source DB:  PubMed          Journal:  J Spine Surg        ISSN: 2414-4630


  29 in total

1.  Cervical disk lesions.

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2.  United States trends in lumbar fusion surgery for degenerative conditions.

Authors:  Richard A Deyo; Darryl T Gray; William Kreuter; Sohail Mirza; Brook I Martin
Journal:  Spine (Phila Pa 1976)       Date:  2005-06-15       Impact factor: 3.468

3.  Objective monitoring of activity and Gait Velocity using wearable accelerometer following lumbar microdiscectomy to detect recurrent disc herniation.

Authors:  Ralph J Mobbs; Christopher J Katsinas; Wen Jie Choy; Kaitlin Rooke; Monish Maharaj
Journal:  J Spine Surg       Date:  2018-12

4.  Quantification of changes in gait characteristics associated with intermittent claudication in patients with lumbar spinal stenosis.

Authors:  Koutatsu Nagai; Tomoki Aoyama; Minoru Yamada; Masanori Izeki; Shunsuke Fujibayashi; Mitsuru Takemoto; Shu Nishiguchi; Tadao Tsuboyama; Masashi Neo
Journal:  J Spinal Disord Tech       Date:  2014-06

5.  Visual analog scales for interpretation of back and leg pain intensity in patients operated for degenerative lumbar spine disorders.

Authors:  G Zanoli; B Strömqvist; B Jönsson
Journal:  Spine (Phila Pa 1976)       Date:  2001-11-01       Impact factor: 3.468

6.  Surgical compared with nonoperative treatment for lumbar degenerative spondylolisthesis. four-year results in the Spine Patient Outcomes Research Trial (SPORT) randomized and observational cohorts.

Authors:  James N Weinstein; Jon D Lurie; Tor D Tosteson; Wenyan Zhao; Emily A Blood; Anna N A Tosteson; Nancy Birkmeyer; Harry Herkowitz; Michael Longley; Lawrence Lenke; Sanford Emery; Serena S Hu
Journal:  J Bone Joint Surg Am       Date:  2009-06       Impact factor: 5.284

7.  The use of gait analysis in the assessment of patients afflicted with spinal disorders.

Authors:  Ram Haddas; Kevin L Ju; Theodore Belanger; Isador H Lieberman
Journal:  Eur Spine J       Date:  2018-04-02       Impact factor: 3.134

8.  Minimally Invasive Unilateral Laminectomy for Bilateral Decompression.

Authors:  Ralph Mobbs; Kevin Phan
Journal:  JBJS Essent Surg Tech       Date:  2017-03-22

Review 9.  Effectiveness of surgery for lumbar spinal stenosis: a systematic review and meta-analysis.

Authors:  Gustavo C Machado; Paulo H Ferreira; Ian A Harris; Marina B Pinheiro; Bart W Koes; Maurits van Tulder; Magdalena Rzewuska; Chris G Maher; Manuela L Ferreira
Journal:  PLoS One       Date:  2015-03-30       Impact factor: 3.240

10.  The role of wearables in spinal posture analysis: a systematic review.

Authors:  Lauren Simpson; Monish M Maharaj; Ralph J Mobbs
Journal:  BMC Musculoskelet Disord       Date:  2019-02-08       Impact factor: 2.362

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  11 in total

1.  Two-year continuous data capture using a wearable sensor to remotely monitor the surgical spine patient: a case report.

Authors:  R Dineth Fonseka; Pragadesh Natarajan; Monish M Maharaj; Kaitlin Rooke; Ralph J Mobbs
Journal:  J Spine Surg       Date:  2022-03

2.  Wearable sensor technology in spine care.

Authors:  Ralph J Mobbs; R Dineth Fonseka; Pragadesh Natarajan
Journal:  J Spine Surg       Date:  2022-03

3.  Tracking the disease progression of lumbar spinal stenosis using objective gait metrics: a case report.

Authors:  R Dineth Fonseka; Pragadesh Natarajan; Monish M Maharaj; Ralph J Mobbs
Journal:  J Spine Surg       Date:  2022-03

Review 4.  Gait assessment tools for degenerative cervical myelopathy: a systematic review.

Authors:  Wen Jie Choy; Lingxiao Chen; Camila Quel De Oliveira; Arianne P Verhagen; Omprakash Damodaran; David B Anderson
Journal:  J Spine Surg       Date:  2022-03

5.  Inter-bout and intra-bout gait variability-proposed objective measures of gait deterioration during prolonged walking in spine care.

Authors:  R Dineth Fonseka; Pragadesh Natarajan; Ralph J Mobbs
Journal:  J Spine Surg       Date:  2022-03

6.  The concept of recovery kinetics: an observational study of continuous post-operative monitoring in spine surgery.

Authors:  Monish Maharaj; Pragadesh Natarajan; R Dineth Fonseka; Sukrit Khanna; Wen Jie Choy; Kaitlin Rooke; Kevin Phan; Ralph Jasper Mobbs
Journal:  J Spine Surg       Date:  2022-06

Review 7.  Wearable devices for patient monitoring in the early postoperative period: a literature review.

Authors:  Tajrian Amin; Ralph J Mobbs; Niyaz Mostafa; Luke W Sy; Wen Jie Choy
Journal:  Mhealth       Date:  2021-07-20

Review 8.  Commercial Postural Devices: A Review.

Authors:  Nicole Kah Mun Yoong; Jordan Perring; Ralph Jasper Mobbs
Journal:  Sensors (Basel)       Date:  2019-11-23       Impact factor: 3.576

9.  COVID-19 is shifting the adoption of wearable monitoring and telemedicine (WearTel) in the delivery of healthcare: opinion piece.

Authors:  Ralph J Mobbs; Daniel Ho; Wen Jie Choy; Callum Betteridge; Henry Lin
Journal:  Ann Transl Med       Date:  2020-10

Review 10.  Innovation and New Technologies in Spine Surgery, Circa 2020: A Fifty-Year Review.

Authors:  G Bryan Cornwall; Andrea Davis; William R Walsh; Ralph J Mobbs; Alexander Vaccaro
Journal:  Front Surg       Date:  2020-11-24
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