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Papadopoulos P, Soflano M, Connolly T. A Digital Health Intervention Platform (Active and Independent Management System) to Enhance the Rehabilitation Experience for Orthopedic Joint Replacement Patients: Usability Evaluation Study. JMIR Hum Factors 2024; 11:e50430. [PMID: 38743479 PMCID: PMC11134252 DOI: 10.2196/50430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 03/08/2024] [Accepted: 03/18/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Optimal rehabilitation programs for orthopedic joint replacement patients ensure faster return to function, earlier discharge from hospital, and improved patient satisfaction. Digital health interventions show promise as a supporting tool for re-enablement. OBJECTIVE The main goal of this mixed methods study was to examine the usability of the AIMS platform from the perspectives of both patients and clinicians. The aim of this study was to evaluate a re-enablement platform that we have developed that uses a holistic systems approach to address the de-enablement that occurs in hospitalized inpatients, with the older adult population most at risk. The Active and Independent Management System (AIMS) platform is anticipated to deliver improved patient participation in recovery and self-management through education and the ability to track rehabilitation progression in hospital and after patient discharge. METHODS Two well-known instruments were used to measure usability: the System Usability Scale (SUS) with 10 items and, for finer granularity, the User Experience Questionnaire (UEQ) with 26 items. In all, 26 physiotherapists and health care professionals evaluated the AIMS clinical portal; and 44 patients in hospital for total knee replacement, total hip replacement, or dynamic hip screw implant evaluated the AIMS app. RESULTS For the AIMS clinical portal, the mean SUS score obtained was 82.88 (SD 13.07, median 86.25), which would be considered good/excellent according to a validated adjective rating scale. For the UEQ, the means of the normalized scores (range -3 to +3) were as follows: attractiveness=2.683 (SD 0.100), perspicuity=2.775 (SD 0.150), efficiency=2.775 (SD 0.130), dependability=2.300 (SD 0.080), stimulation=1.950 (SD 0.120), and novelty=1.625 (SD 0.090). All dimensions were thus classed as excellent against the benchmarks, confirming the results from the SUS questionnaire. For the AIMS app, the mean SUS score obtained was 74.41 (SD 10.26), with a median of 77.50, which would be considered good according to the aforementioned adjective rating scale. For the UEQ, the means of the normalized scores were as follows: attractiveness=2.733 (SD 0.070), perspicuity=2.900 (SD 0.060), efficiency=2.800 (SD 0.090), dependability=2.425 (SD 0.060), stimulation=2.200 (SD 0.010), and novelty=1.450 (0.260). All dimensions were thus classed as excellent against the benchmarks (with the exception of novelty, which was classed as good), providing slightly better results than the SUS questionnaire. CONCLUSIONS The study has shown that both the AIMS clinical portal and the AIMS app have good to excellent usability scores, and the platform provides a solid foundation for the next phase of research, which will involve evaluating the effectiveness of the platform in improving patient outcomes after total knee replacement, total hip replacement, or dynamic hip screw.
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Affiliation(s)
| | - Mario Soflano
- Glasgow Caledonian University, Glasgow, United Kingdom
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Lebleu J, Daniels K, Pauwels A, Dekimpe L, Mapinduzi J, Poilvache H, Bonnechère B. Incorporating Wearable Technology for Enhanced Rehabilitation Monitoring after Hip and Knee Replacement. SENSORS (BASEL, SWITZERLAND) 2024; 24:1163. [PMID: 38400321 PMCID: PMC10892564 DOI: 10.3390/s24041163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 01/20/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024]
Abstract
Osteoarthritis (OA) poses a growing challenge for the aging population, especially in the hip and knee joints, contributing significantly to disability and societal costs. Exploring the integration of wearable technology, this study addresses the limitations of traditional rehabilitation assessments in capturing real-world experiences and dynamic variations. Specifically, it focuses on continuously monitoring physical activity in hip and knee OA patients using automated unsupervised evaluations within the rehabilitation process. We analyzed data from 1144 patients who used a mobile health application after surgery; the activity data were collected using the Garmin Vivofit 4. Several parameters, such as the total number of steps per day, the peak 6-minute consecutive cadence (P6MC) and peak 1-minute cadence (P1M), were computed and analyzed on a daily basis. The results indicated that cadence-based measurements can effectively, and earlier, differ among patients with hip and knee conditions, as well as in the recovery process. Comparisons based on recovery status and type of surgery reveal distinctive trajectories, emphasizing the effectiveness of P6MC and P1M in detecting variations earlier than total steps per day. Furthermore, cadence-based measurements showed a lower inter-day variability (40%) compared to the total number of steps per day (80%). Automated assessments, including P1M and P6MC, offer nuanced insights into the patients' dynamic activity profiles.
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Affiliation(s)
- Julien Lebleu
- moveUp, 1000 Brussels, Belgium; (J.L.); (A.P.); (L.D.)
| | - Kim Daniels
- Department of PXL—Healthcare, PXL University of Applied Sciences and Arts, 3500 Hasselt, Belgium;
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium;
| | | | - Lucie Dekimpe
- moveUp, 1000 Brussels, Belgium; (J.L.); (A.P.); (L.D.)
| | - Jean Mapinduzi
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium;
- Filière de Kinésithérapie et Réadaptation, Département des Sciences Clinique, Institut National de la Santé Publique, 6807 Bujumbura, Burundi
| | - Hervé Poilvache
- Orthopedic Surgery Department, CHIREC, 1420 Braine-l’Alleud, Belgium
| | - Bruno Bonnechère
- Department of PXL—Healthcare, PXL University of Applied Sciences and Arts, 3500 Hasselt, Belgium;
- REVAL Rehabilitation Research Center, Faculty of Rehabilitation Sciences, Hasselt University, 3590 Diepenbeek, Belgium;
- Technology-Supported and Data-Driven Rehabilitation, Data Sciences Institute, Hasselt University, 3590 Diepenbeek, Belgium
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Pritwani S, Shrivastava P, Pandey S, Kumar A, Malhotra R, Maddison R, Devasenapathy N. Mobile and Computer-Based Applications for Rehabilitation Monitoring and Self-Management After Knee Arthroplasty: Scoping Review. JMIR Mhealth Uhealth 2024; 12:e47843. [PMID: 38277195 PMCID: PMC10858429 DOI: 10.2196/47843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 10/10/2023] [Accepted: 12/01/2023] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Successful post-knee replacement rehabilitation requires adequate access to health information, social support, and periodic monitoring by a health professional. Mobile health (mHealth) and computer-based technologies are used for rehabilitation and remote monitoring. The extent of technology use and its function in post-knee replacement rehabilitation care in low and middle-income settings are unknown. OBJECTIVE To inform future mHealth intervention development, we conducted a scoping review to map the features and functionality of existing technologies and determine users' perspectives on telerehabilitation and technology for self-management. METHODS We followed the Joanna Briggs Institute methodology for scoping reviews. We searched the Embase, Medline, PsycINFO via OVID, and Cochrane Central Register of Controlled Trials databases for manuscripts published from 2001 onward. We included original research articles reporting the use of mobile or computer-based technologies by patients, health care providers, researchers, or family members. Studies were divided into the following 3 categories based on the purpose: validation studies, clinical evaluation, and end user feedback. We extracted general information on study design, technology features, proposed function, and perspectives of health care providers and patients. The protocol for this review is accessible in the Open Science Framework. RESULTS Of the 5960 articles, 158 that reported from high-income settings contributed to the qualitative summary (64 studies on mHealth or telerehabilitation programs, 28 validation studies, 38 studies describing users' perceptions). The highest numbers of studies were from Europe or the United Kingdom and North America regarding the use of a mobile app with or without wearables and reported mainly in the last decade. No studies were from low and middle-income settings. The primary functions of technology for remote rehabilitation were education to aid recovery and enable regular, appropriate exercises; monitoring progress of pain (n=19), activity (n=20), and exercise adherence (n=30); 1 or 2-way communication with health care professionals to facilitate the continuum of care (n=51); and goal setting (n=23). Assessment of range of motion (n=16) and gait analysis (n=10) were the commonly validated technologies developed to incorporate into a future rehabilitation program. Few studies (n=14) reported end user involvement during the development stage. We summarized the reasons for satisfaction and dissatisfaction among users across various technologies. CONCLUSIONS Several existing mobile and computer-based technologies facilitate post-knee replacement rehabilitation care for patients and health care providers. However, they are limited to high-income settings and may not be extrapolated to low-income settings. A systematic needs assessment of patients undergoing knee replacement and health care providers involved in rehabilitation, involving end users at all stages of development and evaluation, with clear reporting of the development and clinical evaluation can make post-knee replacement rehabilitation care in resource-poor settings accessible and cost-effective.
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Affiliation(s)
- Sabhya Pritwani
- Department of Research & Development, The George Institute for Global Health India, Delhi, India
| | - Purnima Shrivastava
- Department of Research & Development, The George Institute for Global Health India, Delhi, India
| | - Shruti Pandey
- Department of Research & Development, The George Institute for Global Health India, Delhi, India
| | - Ajit Kumar
- Department of Orthopaedics, All India Institute of Medical Sciences, Delhi, India
| | - Rajesh Malhotra
- Department of Orthopaedics, All India Institute of Medical Sciences, Delhi, India
| | - Ralph Maddison
- Department of School of Exercise & Nutrition, Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia
| | - Niveditha Devasenapathy
- Department of Research & Development, The George Institute for Global Health India, Delhi, India
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Zhang H, Wang J, Jiang Z, Deng T, Li K, Nie Y. Home-based tele-rehabilitation versus hospital-based outpatient rehabilitation for pain and function after initial total knee arthroplasty: A systematic review and meta-analysis. Medicine (Baltimore) 2023; 102:e36764. [PMID: 38134064 PMCID: PMC10735162 DOI: 10.1097/md.0000000000036764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 12/01/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND This systematic review and meta-analysis aims to compare the effectiveness of home-based tele-rehabilitation programs with hospital-based rehabilitation programs in improving pain and function at various time points (≤6 weeks, ≤14 weeks, and ≤ 52 weeks) following the initial total knee arthroplasty. METHODS This study used PRISMA and AMSTAR reporting guidelines. We systematically searched 5 databases (PubMed, Embase, Web of Science, Cochrane Library, and Medline) to identify randomized controlled trials published from January 1, 2019, to January 1, 2023. The primary outcomes were pain, knee injury and osteoarthritis outcome score, and mobility (knee range of motion). RESULTS We included 9 studies involving 1944 patients. Low-quality evidence showed hospital-based rehabilitation was better than home-based tele-rehabilitation in knee injury and osteoarthritis outcome score (mean difference [MD], -2.62; 95% confidence interval [CI], -4.65 to -0.58; P = .01) at ≤ 14 weeks after total knee arthroplasty. Based on low-quality evidence, home-based tele-rehabilitation was better than hospital-based rehabilitation in knee range of motion (MD, 2.00; 95% CI, 0.60 to 3.40; P = .005). There was no significant difference between hospital-based rehabilitation and home-based tele-rehabilitation in knee pain at ≤ 6 weeks (MD, 0.18; 95% CI, -0.07 to 0.42; P = .16), 14 weeks (MD, 0.12; 95% CI, -0.26 to 0.49; P = .54), and ≤ 52 weeks (MD, 0.16; 95% CI, -0.11 to 0.43; P = .24). CONCLUSION Home-based tele-rehabilitation and hospital-based rehabilitation programs showed comparable long-term outcomes in pain, mobility, physical function, and patient-reported health status after primary total knee arthroplasty. Considering the economic costs, home-based tele-rehabilitation programs are recommended as a viable alternative to hospital-based rehabilitation programs.
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Affiliation(s)
- Hui Zhang
- Department of Orthopedics, Orthopedic Research Institute and National Clinical Research Center for Geriatrics, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan Province, China
- West China Biomedical Big Data Center, Sichuan University West China Hospital, Chengdu, Sichuan Province, China
| | - Junqing Wang
- Department of Orthopedics, Orthopedic Research Institute and National Clinical Research Center for Geriatrics, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan Province, China
| | - Zekun Jiang
- West China Biomedical Big Data Center, Sichuan University West China Hospital, Chengdu, Sichuan Province, China
| | - Tao Deng
- School of Mechanical Engineering, Sichuan University, Chengdu, Sichuan Province, China
| | - Kang Li
- West China Biomedical Big Data Center, Sichuan University West China Hospital, Chengdu, Sichuan Province, China
| | - Yong Nie
- Department of Orthopedics, Orthopedic Research Institute and National Clinical Research Center for Geriatrics, West China Hospital, West China Medical School, Sichuan University, Chengdu, Sichuan Province, China
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Kurtz SM, Higgs GB, Chen Z, Koshut WJ, Tarazi JM, Sherman AE, McLean SG, Mont MA. Patient Perceptions of Wearable and Smartphone Technologies for Remote Outcome Monitoring in Total Knee Arthroplasties. J Knee Surg 2023; 36:1253-1258. [PMID: 36049771 DOI: 10.1055/s-0042-1755378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
While there is enthusiasm for wearables and smartphone technologies in evaluating clinical outcomes among clinicians, less is known about the willingness of patients who have osteoarthritis (OA) to consent for remote outcome monitoring. We developed an Institutional Review Board-approved questionnaire to assess patient perceptions of remote monitoring technologies in a high-volume orthopaedic clinical center. Fifty total knee arthroplasty (TKA) patients (56% female; mean age: 61 years, range: 23-89) and fifty nonoperative OA knee patients (54% female; mean age: 58 years, range: 25-89) routinely consulted in the clinic as part of their OA treatment and consented to participate in the study. Patient perceptions were compared using Pearson's chi-square analyses with a significance threshold of p < 0.05. We found that TKA patients were more receptive to the use of smartphone apps (84 vs. 60%, p = 0.008) and wearable sensors (80 vs. 48%, p < 0.001) and learning to use custom wearables (72 vs. 38%, p = 0.002) than nonoperative OA knee patients as part of their treatment. Likewise, the majority of TKA patients were willing to use the global positioning system in their postoperative technology (54 vs. 18%, p < 0.001), especially if they were only active during certain circumstances (62 vs. 24%, p < 0.001). TKA patients also expressed willingness to have their body movement (68%), balance (70%), sleep (76%), and cardiac output (80%) tracked using remote technologies. Overall, we found that TKA patients were highly receptive to using wearable technology in their treatments, whereas nonoperative OA knee patients were generally unreceptive. Our study challenges the concept that current wearable technology approaches will be generally effective as a tool to remotely monitor all patients across the OA severity landscape.
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Affiliation(s)
- Steven M Kurtz
- Department of Biomedical Engineering, Exponent, Inc., Philadelphia, Pennyslvania
- Implant Research Core, Drexel University, Philadelphia, Pennyslvania
| | - Genymphas B Higgs
- Department of Biomedical Engineering, Exponent, Inc., Menlo Park, California
| | - Zhongming Chen
- Sinai Hospital of Baltimore, Rubin Institute for Advanced Orthopedics, Baltimore, Maryland
- Department of Orthopaedics, Northwell Health-Lenox Hill Hospital, New York, New York
| | - William J Koshut
- Department of Biomedical Engineering, Exponent, Inc., Menlo Park, California
| | - John M Tarazi
- Department of Orthopaedics, Northwell Health-Huntington Hospital, Huntington, New York
- Donald and Barbara Zucker School of Medicine at Hofstra, Northwell, Hempstead, New York, New York
| | - Alain E Sherman
- Department of Orthopaedics, Northwell Health-Lenox Hill Hospital, New York, New York
| | - Scott G McLean
- Department of Biomedical Engineering, Exponent, Inc., Menlo Park, California
| | - Michael A Mont
- Sinai Hospital of Baltimore, Rubin Institute for Advanced Orthopedics, Baltimore, Maryland
- Department of Orthopaedics, Northwell Health-Lenox Hill Hospital, New York, New York
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Laupattarakasem P, Cook JL, Stannard JP, Smith PA, Blecha KM, Guess TM, Sharp RL, Leary E. Using a Markerless Motion Capture System to Identify Preinjury Differences in Functional Assessments. J Knee Surg 2023. [PMID: 37586406 DOI: 10.1055/s-0043-1772238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
Abstract
Functional assessments identify biomechanical issues which may indicate risk for injury and can be used to monitor functional recovery after an injury or surgery. Although the gold standard to assess functional movements is marker-based motion capture systems, these are cost prohibitive and have high participant burden. As such, this study was conducted to determine if a markerless motion capture system could detect preinjury differences in functional movements between those who did and did not experience a noncontact lower extremity injury (NCLEI). A three-dimensional markerless motion capture system comprised an area of 3 m × 5 m × 2.75 m was used. Participants were Division I collegiate athletes wearing plain black long-sleeve shirts, pants, and running shoes of their choice. Functional assessments were the bilateral squat, right and left squat, double leg drop vertical jump, static vertical jump, right and left vertical jump, and right and left 5 hop. Measures were recorded once and the first NCLEI was recorded during the first year after measurement. Two-factor analysis of variance models were used for each measure with factors sex and injury status. Preinjury functional measures averaged 8.4 ± 3.4 minutes capture time. Out of the 333 participants recruited, 209 were male and 124 were female. Of those, 127 males (61%) and 92 females (74%) experienced later NCLEI. The most common initial NCLEI was nonanterior cruciate ligament knee injury in 38 females (41.3%) and 80 males (62.0%). Females had decreased flexion and lower valgus/varus displacement during the bilateral squat (p < 0.006). In addition, knee loading flexion for those who were not injured were more than that seen in the injured group, and was more pronounced for injured females (p < 0.03). The markerless motion capture system can efficiently provide data that can identify preinjury functional differences for lower extremity noncontact injuries. This method holds promise for effectively screening patients or other populations at risk of injury, as well as for monitoring pre-/postsurgery function, without the large costs or participant burden.
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Affiliation(s)
- Pat Laupattarakasem
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
| | - James L Cook
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
- Missouri Orthopaedic Institute, Columbia, Missouri
- Thompson Laboratory for Regenerative Orthopaedics, University of Missouri, Columbia, Missouri
| | - James P Stannard
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
- Missouri Orthopaedic Institute, Columbia, Missouri
| | | | - Kyle M Blecha
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
- Missouri Orthopaedic Institute, Columbia, Missouri
- Thompson Laboratory for Regenerative Orthopaedics, University of Missouri, Columbia, Missouri
| | - Trent M Guess
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
- Department of Physical Therapy, University of Missouri, Columbia, Missouri
| | - Rex L Sharp
- Intercollegiate Athletics, University of Missouri, Columbia, Missouri
| | - Emily Leary
- Department of Orthopaedic Surgery, University of Missouri, Columbia, Missouri
- Thompson Laboratory for Regenerative Orthopaedics, University of Missouri, Columbia, Missouri
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Remote Patient Monitoring Following Total Joint Arthroplasty. Orthop Clin North Am 2023; 54:161-168. [PMID: 36894289 DOI: 10.1016/j.ocl.2022.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
This review article presents the current state of remote patient monitoring (RPM) in total joint arthroplasty. RPM refers to the use of telecommunication with wearable and implantable technology to assess and treat patients. Several forms of RPM are discussed including telemedicine, patient engagement platforms, wearable devices, and implantable devices. The benefits to patients and physicians are discussed in the context of postoperative monitoring. Insurance coverage and reimbursement of these technologies are reviewed.
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Functional Range of Motion of the Cervical Spine in Cervical Fusion Patients During Activities of Daily Living. J Biomech 2023; 152:111528. [PMID: 36989970 DOI: 10.1016/j.jbiomech.2023.111528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 01/19/2023] [Accepted: 03/02/2023] [Indexed: 03/17/2023]
Abstract
Following cervical spine fusion there is a reduction in maximum range of motion (ROM) but how this impacts activity of daily living (ADLs) and quality of life is unknown. This study's purpose is to quantify maximum and functional cervical spine ROM in patients with multi-level cervical fusion (>3 levels) compared to controls during ADLs and to correlate functional range of motion with scores from patient reported outcomes measures (PROs) including the Comparative Pain Scale (CPS), Fear Avoidance Belief Questionnaire (FABQ), and Neck Disability Index (NDI). An inertial measurement unit (IMU) system quantified ROM during ADLs in the extension/flexion, lateral bending, and axial rotation directions of motion. The reliability of this system was compared to standard optical motion tracking. Fourteen participants (8 females, age = 60.0 years (18.7) (median, (interquartile range)) with a history of multi-level cervical fusion (years post-op 0.9 (0.7)) were compared to 16 controls (13 females, age = 52.1 years (15.8)). PROs were collected for each participant. Fusion participants had significantly decreased maximum ROM in all directions of motion. Fusion participants had decreased ROM for some ADLs (backing up a car, using a phone, donning socks, negotiating stairs). CPS, FABQ, and NDI scores were significantly increased in fusion participants. Reductions in two activities (backing up a car, stair negotiation) correlated with a combination of increased PRO scores. Cervical fusion decreases maximum ROM and is correlated with increased PROs in some ADLs, however there is minimal impact on functional ROM. Investigation into velocity and acceleration may yield categorization of pathologic movement.
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Cooper D, Bhuskute N, Hepworth C, Walsh G. The Economic Impact of a Pilot Digital Day-Case Pathway for Knee Arthroplasty in a U.K. Setting. JB JS Open Access 2023; 8:JBJSOA-D-22-00051. [PMID: 36844946 PMCID: PMC9949824 DOI: 10.2106/jbjs.oa.22.00051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/28/2023] Open
Abstract
Knee replacements are an increasingly common procedure in the U.K. National Health Service (NHS). Importantly, the pathway for such procedures represents a prime opportunity to leverage digital technology, modernize and streamline the approach to care, and free up resources. Methods In this 21-patient pilot study, we assessed the impact of implementing a digital day-case pathway for knee replacement surgery at the Calderdale and Huddersfield NHS Foundation trust. Results Fourteen (67%) of the 21 eligible patients were treated as day cases, with an average length of stay of 8.8 hours. The pilot data were utilized to model the potential impact of implementing a digital day-case program more widely across the trust. This model showed increased efficiency over the entire episode of care, with reductions in physiotherapy appointments, preoperative visits, hospital days, and face-to-face consultations. Not only would these improvements free up capacity, but they would also result in an estimated saving of £240,540 to the trust while reducing the CO2 footprint of knee replacements by 119,381 kg CO2 emitted. A sensitivity analysis revealed that, even with substantial variation of several key variables within the pathway, a trust-wide digital day-case program would still be a cost-saving measure. Conclusions Overall, the present study supports the growing notion that digital technology can facilitate the transformation of care pathways, resulting in greater efficiency and financial savings for health-care providers while reducing the time patients spend in the hospital. Level of Evidence Therapeutic Level II. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- D.M. Cooper
- Centre for Health Social Care, Faculty of Health and Wellbeing, Sheffield Hallam University, Sheffield, England
| | - N. Bhuskute
- Calderdale and Huddersfield NHS Foundation Trust, Huddersfield, England
| | - C. Hepworth
- B. Braun Medical Limited, Sheffield, United Kingdom,Email for corresponding author:
| | - G. Walsh
- Calderdale and Huddersfield NHS Foundation Trust, Huddersfield, England
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Hofmann UK, Hildebrand F, Mederake M, Migliorini F. Telemedicine in orthopaedics and trauma surgery during the first year of COVID pandemic: a systematic review. BMC Musculoskelet Disord 2023; 24:101. [PMID: 36750962 PMCID: PMC9903270 DOI: 10.1186/s12891-023-06194-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 01/24/2023] [Indexed: 02/09/2023] Open
Abstract
PURPOSE Prior to the COVID-19 pandemic, telemedicine in orthopaedics and trauma surgery had mostly developed for joint arthroplasty, fracture management, and general pre- and postoperative care including teleradiology. With the corona-outbreak, telemedicine was applied on a broad scale to prevent assemblage and to guarantee access to medical care protecting critical areas. The purpose of the present study was to give an overview of the spectrum of clinical applications and the efficacy of telemedicine in orthopaedic and trauma surgery as published in times of the COVID-19 pandemic. METHODS All published studies investigating the application of telemedicine related to orthopaedics and trauma during the COVID-19 pandemic were accessed and screened for suitability. The primary outcome of interest was the efficacy of telemedicine in various clinical applications. The secondary outcome of interest was the spectrum of different applications in which telemedicine applications were investigated. RESULTS The literature search resulted in 1047 articles. After the removal of duplicates, 894 articles were screened of which 31 finally met the inclusion criteria. Dimensions that were described by studies in the literature to have positive effects were preoperative patient optimisation, the usefulness of telemedicine to correctly diagnose a condition, conservative treatment, willingness to and feasibility for telemedicine in patients and doctors, and postoperative/post-trauma care improvement. The efficacy of telemedicine applications or interventions thereby strongly varied and seemed to depend on the exact study design and the research question addressed. CONCLUSION Various successful applications of telemedicine have already been reported in orthopaedics and trauma surgery, with a strong increase in scientific output during the COVID-19 years 2020-2021. Whether the advantages of such an approach will lead to a relevant implementation of telemedicine in everyday clinical practice should be monitored after the COVID-19 pandemic.
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Affiliation(s)
- Ulf Krister Hofmann
- grid.412301.50000 0000 8653 1507Department of Orthopaedic, Trauma, and Reconstructive Surgery, RWTH University Hospital, Pauwelsstraße 30, Aachen, 52074 Germany
| | - Frank Hildebrand
- grid.412301.50000 0000 8653 1507Department of Orthopaedic, Trauma, and Reconstructive Surgery, RWTH University Hospital, Pauwelsstraße 30, Aachen, 52074 Germany
| | - Moritz Mederake
- grid.10392.390000 0001 2190 1447Department of Trauma and Reconstructive Surgery, BG Klinik, University of Tübingen, Tübingen, 72076 Germany
| | - Filippo Migliorini
- Department of Orthopaedic, Trauma, and Reconstructive Surgery, RWTH University Hospital, Pauwelsstraße 30, Aachen, 52074, Germany.
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King SW, Eltayeb M, van Duren BH, Jain S, Kerry J, Pandit HG, Palan J. “Wearable Sensors to Guide Remote Rehabilitation Following Knee Arthroplasty Surgery”. Indian J Orthop 2022; 57:624-634. [PMID: 37128555 PMCID: PMC10147850 DOI: 10.1007/s43465-022-00785-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/14/2022]
Abstract
Background Total knee arthroplasty requires effective rehabilitation to achieve optimal results, but institutions often rely on unsupervised home exercises due to cost constraints. Wearable sensors have become increasingly popular as a potential method of monitoring patients remotely to ensure efficacy and compliance. This review assesses the current evidence for their use in remotely monitored rehabilitation following knee arthroplasty. Methods A systematic review of the literature from 1st January 2000 to 17th February 2022 was undertaken. Devices were categorised as joint-specific or physical activity sensors. Studies were classified as those providing remotely supervised rehabilitation as an additional or as an alternative intervention. Results Remotely supervised rehabilitation using wearable sensors demonstrated similar outcomes when provided as an alternative to standard care in most studies. One group found improved outcomes for knee-specific sensors compared with standard care. There were improved physical activity and healthcare resource use outcomes described in the literature where sensors were used in addition to standard care. Discussion This review found evidence for the use of wearable sensors in remotely supervised rehabilitation following knee arthroplasty surgery. This included methodological heterogeneity, differing definitions of standard care, and variable follow-up periods. Robust randomised control trial data with a longer follow-up period are needed.
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Affiliation(s)
- Samuel W. King
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA UK
- Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ UK
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Momin Eltayeb
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Bernard H. van Duren
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA UK
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Sameer Jain
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA UK
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Joel Kerry
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Hemant G. Pandit
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA UK
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
| | - Jeya Palan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Chapel Allerton Hospital, Chapeltown Road, Leeds, LS7 4SA UK
- Leeds Teaching Hospitals NHS Trust, St. James’s University Hospital, Beckett Street, Leeds, LS9 7TF UK
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Grigorovich A, Xi M, Lam N, Pakosh M, Chan BCF. A systematic review of economic analyses of home-based telerehabilitation. Disabil Rehabil 2022; 44:8188-8200. [PMID: 34965827 DOI: 10.1080/09638288.2021.2019327] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
PURPOSE Telerehabilitation, or the delivery of rehabilitation using information and communication technologies, may improve timely and equitable access to rehabilitation services at home. A systematic literature review was conducted of studies that formally documented the costs and effects of home-based telerehabilitation versus in-person rehabilitation across all health conditions. MATERIALS AND METHODS Six electronic databases were searched from inception to 13 July 2021 (APA, PsycInfo, CINAHL, Embase, EmCare, Medline (Ovid), and PubMed) using a protocol developed by a medical librarian. A quality appraisal of full economic evaluation studies was conducted using the Drummond 10-point quality checklist. RESULTS Thirty-five studies were included in this review covering various rehabilitation types and diverse populations. The majority were published in the last six years. Available evidence suggests that telerehabilitation may result in similar or lower costs as compared to in-person rehabilitation for the health care system and for patients. However, the impact of telerehabilitation on long-term clinical outcomes and health-related quality of life remains unclear. CONCLUSIONS More high quality and robust economic evaluations exploring the short- and long-term costs and other impacts of telerehabilitation on patients, caregivers, and health care systems across all types of patient populations are still required.Implications for rehabilitationHome-based telerehabilitation may reduce barriers in access to care for individuals living in the community.Economic analyses can inform health care system decision-making by evaluating the costs and effects associated with telerehabilitation.This study found that telerehabilitation may result in similar or lower costs as in-person rehabilitation; however, its impact on health-related quality of life is unclear.
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Affiliation(s)
- Alisa Grigorovich
- Department of Recreation and Leisure Studies, Brock University, St. Catharines, Canada.,KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Canada
| | - Min Xi
- KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - Natascha Lam
- School of Kinesiology, University of British Columbia, Vancouver, Canada
| | - Maureen Pakosh
- Library & Information Services, Toronto Rehabilitation Institute, University Health Network, Toronto, Canada
| | - Brian C F Chan
- KITE Research Institute, Toronto Rehabilitation Institute - University Health Network, Toronto, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
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13
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Rose MJ, Costello KE, Eigenbrot S, Torabian K, Kumar D. Inertial measurement units and application for remote healthcare in hip and knee osteoarthritis: a narrative review (Preprint). JMIR Rehabil Assist Technol 2021; 9:e33521. [PMID: 35653180 PMCID: PMC9204569 DOI: 10.2196/33521] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 02/18/2022] [Accepted: 05/06/2022] [Indexed: 11/16/2022] Open
Abstract
Background Measuring and modifying movement-related joint loading is integral to the management of lower extremity osteoarthritis (OA). Although traditional approaches rely on measurements made within the laboratory or clinical environments, inertial sensors provide an opportunity to quantify these outcomes in patients’ natural environments, providing greater ecological validity and opportunities to develop large data sets of movement data for the development of OA interventions. Objective This narrative review aimed to discuss and summarize recent developments in the use of inertial sensors for assessing movement during daily activities in individuals with hip and knee OA and to identify how this may translate to improved remote health care for this population. Methods A literature search was performed in November 2018 and repeated in July 2019 and March 2021 using the PubMed and Embase databases for publications on inertial sensors in hip and knee OA published in English within the previous 5 years. The search terms encompassed both OA and wearable sensors. Duplicate studies, systematic reviews, conference abstracts, and study protocols were also excluded. One reviewer screened the search result titles by removing irrelevant studies, and 2 reviewers screened study abstracts to identify studies using inertial sensors as the main sensing technology and a primary outcome related to movement quality. In addition, after the March 2021 search, 2 reviewers rescreened all previously included studies to confirm their relevance to this review. Results From the search process, 43 studies were determined to be relevant and subsequently included in this review. Inertial sensors have been successfully implemented for assessing the presence and severity of OA (n=11), assessing disease progression risk and providing feedback for gait retraining (n=7), and remotely monitoring intervention outcomes and identifying potential responders and nonresponders to interventions (n=14). In addition, studies have validated the use of inertial sensors for these applications (n=8) and analyzed the optimal sensor placement combinations and data input analysis for measuring different metrics of interest (n=3). These studies show promise for remote health care monitoring and intervention delivery in hip and knee OA, but many studies have focused on walking rather than a range of activities of daily living and have been performed in small samples (<100 participants) and in a laboratory rather than in a real-world environment. Conclusions Inertial sensors show promise for remote monitoring, risk assessment, and intervention delivery in individuals with hip and knee OA. Future opportunities remain to validate these sensors in real-world settings across a range of activities of daily living and to optimize sensor placement and data analysis approaches.
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Affiliation(s)
- Michael J Rose
- Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, United States
| | - Kerry E Costello
- Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, United States
- Division of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
| | - Samantha Eigenbrot
- Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, United States
| | - Kaveh Torabian
- Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, United States
| | - Deepak Kumar
- Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, United States
- Division of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, United States
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14
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Shah N, Costello K, Mehta A, Kumar D. Applications of Digital Health Technologies in Knee Osteoarthritis: A Narrative Review (Preprint). JMIR Rehabil Assist Technol 2021; 9:e33489. [PMID: 35675102 PMCID: PMC9218886 DOI: 10.2196/33489] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 01/12/2022] [Accepted: 05/06/2022] [Indexed: 12/23/2022] Open
Abstract
Background With the increasing adoption of high-speed internet and mobile technologies by older adults, digital health is a promising modality to enhance clinical care for people with knee osteoarthritis (KOA), including those with knee replacement (KR). Objective This study aimed to summarize the current use, cost-effectiveness, and patient and clinician perspectives of digital health for intervention delivery in KOA and KR. Methods In this narrative review, search terms such as mobile health, smartphone, mobile application, mobile technology, ehealth, text message, internet, knee osteoarthritis, total knee arthroplasty, and knee replacement were used in the PubMed and Embase databases between October 2018 and February 2021. The search was limited to original articles published in the English language within the past 10 years. In total, 91 studies were included. Results Digital health technologies such as websites, mobile apps, telephone calls, SMS text messaging, social media, videoconferencing, and custom multi-technology systems have been used to deliver interventions in KOA and KR populations. Overall, there was significant heterogeneity in the types and applications of digital health used in these populations. Digital patient education improved disease-related knowledge, especially when used as an adjunct to traditional methods of patient education for both KOA and KR. Digital health that incorporated person-specific motivational messages, biofeedback, or patient monitoring was more successful at improving physical activity than self-directed digital interventions for both KOA and KR. Many digital exercise interventions were found to be as effective as in-person physical therapy for people with KOA. Many digital exercise interventions for KR incorporated both in-person and web-based treatments (blended format), communication with clinicians, and multi-technology systems and were successful in improving knee range of motion and self-reported symptoms and reducing the length of hospital stays. All digital interventions that incorporated cognitive behavioral therapy or similar psychological interventions showed significant improvements in knee pain, function, and psychological health when compared with no treatment or traditional treatments for both KOA and KR. Although limited in number, studies have indicated that digital health may be cost-effective for these populations, especially when travel costs are considered. Finally, although patients with KOA and KR and clinicians had positive views on digital health, concerns related to privacy and security and concerns related to logistics and training were raised by patients and clinicians, respectively. Conclusions For people with KOA and KR, many studies found digital health to be as effective as traditional treatments for patient education, physical activity, and exercise interventions. All digital interventions that incorporated cognitive behavioral therapy or similar psychological treatments were reported to result in significant improvements in patients with KOA and KR when compared with no treatment or traditional treatments. Overall, technologies that were blended and incorporated communication with clinicians, as well as biofeedback or patient monitoring, showed favorable outcomes.
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Affiliation(s)
- Nirali Shah
- Department of Physical Therapy and Athletic Training, Boston University, Boston, MA, United States
| | - Kerry Costello
- Department of Physical Therapy and Athletic Training, Boston University, Boston, MA, United States
| | - Akshat Mehta
- Department of Physical Therapy and Athletic Training, Boston University, Boston, MA, United States
| | - Deepak Kumar
- Department of Physical Therapy and Athletic Training, Boston University, Boston, MA, United States
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15
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Bolam SM, Batinica B, Yeung TC, Weaver S, Cantamessa A, Vanderboor TC, Yeung S, Munro JT, Fernandez JW, Besier TF, Monk AP. Remote Patient Monitoring with Wearable Sensors Following Knee Arthroplasty. SENSORS (BASEL, SWITZERLAND) 2021; 21:5143. [PMID: 34372377 PMCID: PMC8347411 DOI: 10.3390/s21155143] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 07/21/2021] [Accepted: 07/24/2021] [Indexed: 11/17/2022]
Abstract
(Background) Inertial Measurement Units (IMUs) provide a low-cost, portable solution to obtain functional measures similar to those captured with three-dimensional gait analysis, including spatiotemporal gait characteristics. The primary aim of this study was to determine the feasibility of a remote patient monitoring (RPM) workflow using ankle-worn IMUs measuring impact load, limb impact load asymmetry and knee range of motion in combination with patient-reported outcome measures. (Methods) A pilot cohort of 14 patients undergoing primary knee arthroplasty for osteoarthritis was prospectively enrolled. RPM in the community was performed weekly from 2 up to 6 weeks post-operatively using wearable IMUs. The following data were collected using IMUs: mobility (Bone Stimulus and cumulative impact load), impact load asymmetry and maximum knee flexion angle. In addition, scores from the Oxford Knee Score (OKS), EuroQol Five-dimension (EQ-5D) with EuroQol visual analogue scale (EQ-VAS) and 6 Minute Walk Test were collected. (Results) On average, the Bone Stimulus and cumulative impact load improved 52% (p = 0.002) and 371% (p = 0.035), compared to Post-Op Week 2. The impact load asymmetry value trended (p = 0.372) towards equal impact loading between the operative and non-operative limb. The mean maximum flexion angle achieved was 99.25° at Post-Operative Week 6, but this was not significantly different from pre-operative measurements (p = 0.1563). There were significant improvements in the mean EQ-5D (0.20; p = 0.047) and OKS (10.86; p < 0.001) scores both by 6 weeks after surgery, compared to pre-operative scores. (Conclusions) This pilot study demonstrates the feasibility of a reliable and low-maintenance workflow system to remotely monitor post-operative progress in knee arthroplasty patients. Preliminary data indicate IMU outputs relating to mobility, impact load asymmetry and range of motion can be obtained using commercially available IMU sensors. Further studies are required to directly correlate the IMU sensor outputs with patient outcomes to establish clinical significance.
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Affiliation(s)
- Scott M. Bolam
- Department of Orthopaedics, Auckland City Hospital, Auckland 1023, New Zealand; (S.M.B.); (T.C.V.); (J.T.M.)
- Department of Surgery, University of Auckland, Auckland 1023, New Zealand;
| | - Bruno Batinica
- Department of Surgery, University of Auckland, Auckland 1023, New Zealand;
| | - Ted C. Yeung
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
| | - Sebastian Weaver
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
| | - Astrid Cantamessa
- Laboratory of Biological and Bioinspired Materials, University of Liège, 4000 Liège, Belgium;
| | - Teresa C. Vanderboor
- Department of Orthopaedics, Auckland City Hospital, Auckland 1023, New Zealand; (S.M.B.); (T.C.V.); (J.T.M.)
| | - Shasha Yeung
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
| | - Jacob T. Munro
- Department of Orthopaedics, Auckland City Hospital, Auckland 1023, New Zealand; (S.M.B.); (T.C.V.); (J.T.M.)
- Department of Surgery, University of Auckland, Auckland 1023, New Zealand;
| | - Justin W. Fernandez
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
- Department of Engineering Science, University of Auckland, Auckland 1010, New Zealand
| | - Thor F. Besier
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
- Department of Engineering Science, University of Auckland, Auckland 1010, New Zealand
| | - Andrew Paul Monk
- Department of Orthopaedics, Auckland City Hospital, Auckland 1023, New Zealand; (S.M.B.); (T.C.V.); (J.T.M.)
- Department of Surgery, University of Auckland, Auckland 1023, New Zealand;
- Auckland Bioengineering Institute, University of Auckland, Auckland 1010, New Zealand; (T.C.Y.); (S.W.); (S.Y.); (J.W.F.); (T.F.B.)
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