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Chow R, Drkulec H, Im JHB, Tsai J, Nafees A, Kumar S, Hou T, Fazelzad R, Leighl NB, Krzyzanowska M, Wong P, Raman S. The Use of Wearable Devices in Oncology Patients: A Systematic Review. Oncologist 2024; 29:e419-e430. [PMID: 37971410 PMCID: PMC10994271 DOI: 10.1093/oncolo/oyad305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 10/30/2023] [Indexed: 11/19/2023] Open
Abstract
INTRODUCTION The aim of this systematic review was to summarize the current literature on wearable technologies in oncology patients for the purpose of prognostication, treatment monitoring, and rehabilitation planning. METHODS A search was conducted in Medline ALL, Cochrane Central Register of Controlled Trials, Embase, Emcare, CINAHL, Scopus, and Web of Science, up until February 2022. Articles were included if they reported on consumer grade and/or non-commercial wearable devices in the setting of either prognostication, treatment monitoring or rehabilitation. RESULTS We found 199 studies reporting on 18 513 patients suitable for inclusion. One hundred and eleven studies used wearable device data primarily for the purposes of rehabilitation, 68 for treatment monitoring, and 20 for prognostication. The most commonly-reported brands of wearable devices were ActiGraph (71 studies; 36%), Fitbit (37 studies; 19%), Garmin (13 studies; 7%), and ActivPAL (11 studies; 6%). Daily minutes of physical activity were measured in 121 studies (61%), and daily step counts were measured in 93 studies (47%). Adherence was reported in 86 studies, and ranged from 40% to 100%; of these, 63 (74%) reported adherence in excess of 80%. CONCLUSION Wearable devices may provide valuable data for the purposes of treatment monitoring, prognostication, and rehabilitation. Future studies should investigate live-time monitoring of collected data, which may facilitate directed interventions.
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Affiliation(s)
- Ronald Chow
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Institute of Biomedical Engineering, Faculty of Applied Sciences & Engineering, University of Toronto, Toronto, ON, Canada
| | - Hannah Drkulec
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - James H B Im
- The Hospital for Sick Children, Toronto, ON, Canada
| | - Jane Tsai
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Abdulwadud Nafees
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Swetlana Kumar
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Tristan Hou
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Rouhi Fazelzad
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
| | - Natasha B Leighl
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Monika Krzyzanowska
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Philip Wong
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Srinivas Raman
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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Tran TH, Hayden JB, Gazendam AM, Ghert M, Gundle KR, Doung YC. Pediatric and Adult Patients Have Similar Functional Improvement After Endoprosthetic Reconstruction of Lower-Extremity Tumors. J Bone Joint Surg Am 2023; 105:22-28. [PMID: 37466576 DOI: 10.2106/jbjs.22.01049] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Abstract
BACKGROUND Although the treatment of lower-extremity bone tumors is similar between adult and pediatric patients, differences in outcomes are unknown. Outcomes for lower-extremity oncologic reconstruction have been challenging to study because of the low incidence and heterogeneity in disease and patient characteristics. The PARITY (Prophylactic Antibiotic Regimens in Tumor Surgery) trial is the largest prospective data set assembled to date for patients with lower-extremity bone tumors and presents an opportunity to investigate differences in outcomes between these groups. METHODS Patient details were acquired from the prospectively collected PARITY trial database. The 1993 Musculoskeletal Tumor Society (MSTS-93) and Toronto Extremity Salvage Score (TESS) questionnaires were administered preoperatively and at 3, 6, and 12 months postoperatively. Continuous outcomes were compared between groups with use of the Student t test, and dichotomous outcomes were compared with use of the Pearson chi-square test. RESULTS A total of 150 pediatric and 447 adult patients were included. Pediatric patients were more likely than adult patients to have a primary bone tumor (146 of 150 compared with 287 of 447, respectively; p < 0.001) and to have received adjuvant chemotherapy (140 of 149 compared with 195 of 441, respectively; p < 0.001). Reoperation rates were not significantly different between age groups (45 of 105 pediatric patients compared with 106 of 341 adult patients; p ≤ 0.13). Pediatric patients had higher mean MSTS-93 scores (64.7 compared with 53.8 among adult patients; p < 0.001) and TESS (73.4 compared with 60.4 among adult patients; p < 0.001) at baseline, which continued to 1 year postoperatively (mean MSTS-93 score, 82.0 compared with 76.8 among adult patients; p = 0.02; mean TESS, 87.7 compared with 78.6 among adult patients; p < 0.001). Despite the differences in outcomes between cohorts, pediatric and adult patients demonstrated similar improvement in MSTS-93 scores (mean difference, 17.4 and 20.0, respectively; p = 0.48) and TESS (mean difference, 14.1 and 14.7, respectively; p = 0.83) from baseline to 1 year postoperatively. CONCLUSIONS Pediatric patients had significantly better functional outcomes than adult patients at nearly all of the included postoperative time points; however, pediatric and adult patients showed similar mean improvement in these outcomes at 1 year postoperatively. These findings may be utilized to help guide the postoperative expectations of patients undergoing oncologic reconstruction. LEVEL OF EVIDENCE Prognostic Level II. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Tina H Tran
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon
| | - James B Hayden
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon
| | - Aaron M Gazendam
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Michelle Ghert
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Kenneth R Gundle
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon
- Operative Care Division, Portland VA Medical Center, Portland, Oregon
| | - Yee-Cheen Doung
- Department of Orthopaedics and Rehabilitation, Oregon Health & Science University, Portland, Oregon
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Advances in the Functional Assessment of Patients with Sarcoma. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020. [PMID: 32483728 DOI: 10.1007/978-3-030-43032-0_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register]
Abstract
Functional assessment of patients with osteosarcoma may yield unique insights into the guide and advance treatment. A range of patient-reported outcomes has been validated, including general health and condition-specific measures as well as computer adaptive testing. Health state utility measures, which facilitate comparative-effectiveness research, are also available. Beyond these surveys, and laboratory-dependent gait analyses, is the potential for real-world evaluation through research-oriented and consumer-oriented accelerometers. Initial studies have shown promising validity of these activity trackers and may also have implications for traditional oncologic outcomes.
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CORR Insights®: Do Massive Allograft Reconstructions for Tumors of the Femur and Tibia Survive 10 or More Years After Implantation? Clin Orthop Relat Res 2020; 478:525-526. [PMID: 31283734 PMCID: PMC7145089 DOI: 10.1097/corr.0000000000000856] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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Wurz A, Brunet J. Exploring the feasibility and acceptability of a mixed-methods pilot randomized controlled trial testing a 12-week physical activity intervention with adolescent and young adult cancer survivors. Pilot Feasibility Stud 2019; 5:154. [PMID: 31890266 PMCID: PMC6925485 DOI: 10.1186/s40814-019-0530-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 11/12/2019] [Indexed: 02/08/2023] Open
Abstract
Background Adolescent and young adult (AYA) cancer survivors (i.e. individuals diagnosed with cancer between 15 and 39 years and who completed treatment) may benefit from physical activity. Yet, few researchers have explored the effects of physical activity on physical and psychological outcomes among AYA cancer survivors. A pilot study exploring the feasibility and acceptability of a physical activity intervention and proposed trial methods to inform a definitive randomized controlled trial (RCT) is therefore necessary to fill this gap. Methods A two-arm, mixed-methods pilot RCT was conducted. Participants were randomized to a wait-list control group or a 12-week physical activity intervention comprised of 4 weekly aerobic and strength training sessions (intervention group). Feasibility measures included: number of AYA cancer survivors referred/self-referred, eligible, and recruited, retention to the trial (i.e. assessment completion), adherence to the physical activity intervention, and percentage of missing data for baseline (week 0), mid- (week 6), and post-intervention assessments (week 12). The acceptability of trial methods (all participants) and the intervention (intervention group only) was assessed via qualitative interviews post-intervention. Results Over a 12-month period, 31 AYA cancer survivors were referred/self-referred and 16 were eligible and consented to participate. Retention to the trial was 94% and adherence to the physical activity intervention ranged from 50 to 92%. With the exception of the assessment of aerobic capacity and directly measured physical activity behaviour, there were no missing data. Participants generally reported being satisfied with the trial methods and intervention; however, issues related to delivery of the physical activity intervention were identified. Conclusions The methods and intervention piloted require modification and further pilot testing in advance of a definitive RCT. Recruitment strategies identifying a greater number of younger AYA cancer survivors who have different types of cancers and who lack motivation to participate in physical activity-based studies should be explored. Refining the assessments of directly measured physical activity behaviour and aerobic capacity and incorporating behavioural support into the intervention may improve feasibility and acceptability. This study highlights the value of doing pilot work and provides critically useful data that can be used to refine studies seeking to assess causation and optimize physical activity interventions for AYA cancer survivors. Trial registration clinicaltrials.gov, NCT03016728. Registered January 11, 2017.
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Affiliation(s)
- Amanda Wurz
- 1School of Human Kinetics, University of Ottawa, 125 University Private, Montpetit Hall, Room 339, Ottawa, Ontario K1N 6 N5 Canada.,2Present address: Faculty of Kinesiology, University of Calgary, Calgary, Alberta Canada
| | - Jennifer Brunet
- 1School of Human Kinetics, University of Ottawa, 125 University Private, Montpetit Hall, Room 339, Ottawa, Ontario K1N 6 N5 Canada.,3Cancer Therapeutics Program, Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, Ontario Canada.,4Institut du savoir Montfort, Hôpital Montfort, Ottawa, Ontario Canada
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Grimshaw SL, Taylor NF, Mechinaud F, Shields N. Assessment of physical function in children with cancer: A systematic review. Pediatr Blood Cancer 2018; 65:e27369. [PMID: 30094937 DOI: 10.1002/pbc.27369] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 06/03/2018] [Accepted: 07/01/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Appropriate selection of robust assessment tools is essential to monitor physical function in children with cancer during and after treatment. This systematic review aims to identify and critically appraise the measurement properties of physical function measures currently used for children with cancer. PROCEDURE Two systematic searches of seven electronic databases [Cumulative Index to Nursing and Allied Health Literature (CINHAL), Medline, PubMed, PsychINFO, Sportsdiscus, EMBASE, and Allied and Complementary Medicine Database (AMED)] were completed to identify physical function measures used in children with cancer and to evaluate their measurement properties. Methodological quality and the adequacy of measurement properties specific to populations of children with cancer were critically appraised using the COSMIN framework to ascertain which measures have evidence to support their use in children with cancer. RESULTS One hundred and one physical function measures were identified across 154 studies. Measurement property data were available for 12 measures. The measurement properties of only two outcome measures were assessed in more than one study. Despite some positive measurement property data, there was no assessment tool that had consistent and adequate evidence overall to recommend its use in childhood cancer populations. Poor methodological quality of the included studies was the main limiting factor. CONCLUSIONS There is very limited population specific evidence to guide the selection of physical function measures in children with cancer. Further research into the reliability, validity and responsiveness of physical function measures in children with cancer is needed to provide a basis for more effective clinical assessment and management.
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Affiliation(s)
- Sarah L Grimshaw
- School of Allied Health, La Trobe University, Melbourne, Victoria, Australia.,Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Nicholas F Taylor
- School of Allied Health, La Trobe University, Melbourne, Victoria, Australia
| | - Francoise Mechinaud
- Murdoch Children's Research Institute, The Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Nora Shields
- School of Allied Health, La Trobe University, Melbourne, Victoria, Australia
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Braun S, Bjornson K, Dillon-Naftolin E, Sheiko M, Song K, Kang M. Reliability of StepWatch Activity Monitor to Measure Locomotor Activity in Youth With Lower Limb Salvage. Pediatr Phys Ther 2018; 30:217-221. [PMID: 29924072 PMCID: PMC7038141 DOI: 10.1097/pep.0000000000000518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE The study purpose was to determine the minimum number of monitoring days necessary to reliably capture walking among individuals with lower limb salvage. METHODS Nineteen participants with lower limb salvage wore an ankle-mounted motion sensor over a 7-day period to obtain step counts. Generalizability theory was used to examine the variance components in step counts (G study) and to determine the appropriate length of activity monitoring using various combinations of days (D study). RESULTS Mean step counts were higher on weekends than on weekdays. Fifty percent of the total variance in step counts was accounted for by interindividual variability in walking (D study). Eighty percent was reached individually with 4 weekdays, 2 weekend days, or 3 week days + weekend days. CONCLUSION The study provides data for an appropriate monitoring method to track walking outcomes of rehabilitation for individuals with lower limb salvage.
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Affiliation(s)
- Saori Braun
- Department of Kinesiology, University of Wisconsin-Eau Claire, Eau Claire, WI, USA
| | | | - Erin Dillon-Naftolin
- Department of Psychiatry, University of Washington and Seattle Children’s Hospital, Seattle, WA, USA
| | | | - Kit Song
- UCLA Geffen School of Medicine, Los Angeles, CA, USA
| | - Minsoo Kang
- Health, Exercise Science, and Recreation Management, University of Mississippi, University, MS, USA
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Brunet J, Wurz A, Shallwani SM. A scoping review of studies exploring physical activity among adolescents and young adults diagnosed with cancer. Psychooncology 2018; 27:1875-1888. [PMID: 29719077 DOI: 10.1002/pon.4743] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 04/05/2018] [Accepted: 04/09/2018] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Physical activity can improve health, functional capacity, and quality of life among children and adults diagnosed with cancer. Physical activity may also offer important benefits to adolescents and young adults diagnosed with cancer (AYAs). We conducted a scoping review to: determine the extent, range, and nature of published studies on physical activity among AYAs; identify knowledge gaps; and provide directions for future research. METHODS We searched 4 electronic databases for published studies. Two authors independently scanned the titles, abstracts, and full-texts against inclusion criteria: original research with humans, published in an English-language peer-reviewed journal, ≥50% of participants were diagnosed with cancer between the ages of 15 and 39 years, and included at least 1 measure of physical activity behavior. Data were extracted from studies meeting these criteria and subsequently summarized narratively. RESULTS Our search yielded 4729 articles; 32 met inclusion criteria. These included 18 cross-sectional and 4 longitudinal studies that explored descriptive (ie, sociodemographic or medical), physical, personal/psychological, social, other health behaviors, and/or other factors as antecedents or correlates of physical activity. The remaining 10 were intervention studies that focused on changing physical activity behavior or on testing the effects of physical activity. CONCLUSIONS We can conclude that physical activity is not well researched among AYAs. More high-quality research adopting longitudinal or intervention study designs that incorporate a range of descriptive, physical, personal/psychological, social, and environmental measures are warranted to better inform the development of behavior change interventions as well as to establish the benefits of physical activity for AYAs.
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Affiliation(s)
- Jennifer Brunet
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada.,Institut du savoir Montfort, Hôpital Montfort, Ottawa, Ontario, Canada.,Cancer Therapeutic Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
| | - Amanda Wurz
- School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| | - Shirin M Shallwani
- School of Rehabilitation Sciences, University of Ottawa, Ottawa, Ontario, Canada
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Constantinou V, Felber AE, Chan JL. Applicability of consumer activity monitor data in marathon events: an exploratory study. J Med Eng Technol 2017; 41:534-540. [PMID: 28954563 DOI: 10.1080/03091902.2017.1366560] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Emerging opportunities to measure individual and population-level health data with activity monitors during recreational running activities may set the stage for new research possibilities in mass participation running events and marathon medicine. This study explores the applicability of consumer activity monitor data in a preliminary study for future marathon health research with a cohort of 12 (n = 12) participants completing a 3.379 km walking or running course. This study explored the feasibility of collecting pace and distance data from Fitbit brand consumer activity monitors, from access to user data to reporting of data characteristics and data analysis. We show that a large percentage of participant data can be successfully retrieved from Fitbit consumer activity monitor devices for analysis in marathon health research, and that identifying variations in pace across participants is a practical possibility. We note a mean absolute percentage error of 13% over the true distance of 3.379 km, a higher error than that reported by other studies. We also observe a Pearson correlation coefficient between participant variation in pace and absolute distance error of 0.61. This study provides preliminary evidence to support the applicability of consumer activity monitor data in marathon health research.
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Affiliation(s)
- Valentino Constantinou
- a Department of Industrial Engineering and Management Sciences , Northwestern University , Evanston , IL , USA
| | - Ashley E Felber
- a Department of Industrial Engineering and Management Sciences , Northwestern University , Evanston , IL , USA
| | - Jennifer L Chan
- b Department of Emergency Medicine , Northwestern University , Chicago , IL , USA
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