1
|
Burge ME, Espinoza D, Sjoquist KM, Siu DH, Mercieca-Bebber R, Chantrill LA, Karapetis CS, Steer CB, Yip S, Cuff J, Winata S, Tie J, Thaker DA, Srivastav R, Abdi E, Strickland A, Segelov E, Francesconi A, Price T, Ladwa R, Joubert W, Tebbutt NC. AGITG MONARCC: A Randomized Phase 2 Study of Panitumumab Monotherapy and Panitumumab Plus 5-Fluorouracil as First-Line Therapy for Older Patients With RAS and BRAF Wild Type Metastatic Colorectal Cancer. A Study by the Australasian Gastro-Intestinal Trials Group (AGITG). Clin Colorectal Cancer 2024:S1533-0028(24)00112-9. [PMID: 39779412 DOI: 10.1016/j.clcc.2024.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 11/21/2024] [Accepted: 11/24/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND Panitumumab (pan) plus chemotherapy is a preferred first-line therapy for unresectable RAS and BRAF wild type metastatic colorectal cancer (mCRC). Older patients may not be suitable for combination regimens. We investigated 2 lower intensity pan-containing regimens. METHODS Prospective, noncomparative, randomized (1:1) phase 2 study of pan alone (Arm A) or pan plus FU (Arm B). Previously untreated mCRC were ≥70 years; RAS/BRAF wild type. PRIMARY ENDPOINT 6-month progression-free survival (PFS). Secondary endpoints included: overall survival (OS), response rate (RR), feasibility of geriatric assessments and overall treatment utility (OTU)-a composite measure based on radiological response, clinical progress, toxicity and patient-reported treatment worth. Planned sample size was 40 patients per arm. RESULTS 36 patients (Arm A n = 19, Arm B n = 17) were randomized between June 2018 and June 2021. Median age was 79 and 80 years respectively. 6-month PFS 63% (95% CI 38%-80%) arm A 82% (95%CI 55%-94%) Arm B. Median OS 21 months Arm A (95%CI 13-31) 28 (95%CI 14-39) months Arm B. RR 47% and 65% Arms A and B respectively. Baseline comprehensive geriatric assessments were completed in >80% of patients. At week 16, OTU was categorized as good in 92% (Arm A) and 90% (Arm B). No unexpected adverse events were seen. CONCLUSIONS Six-month PFS in both arms was consistent with that achieved with FU/bev, whilst the rate was numerically higher for Arm B. Baseline comprehensive geriatric assessments were feasible and OTU was high. Both treatment arms might be suitable in appropriately selected patients.
Collapse
Affiliation(s)
- Matthew E Burge
- Royal Brisbane and Women's Hospital, Brisbane, Australia; The University of Queensland, Brisbane, Australia.
| | - David Espinoza
- NHMRC Clinical Trials Centre, The University of Sydney, New South Wales, Australia
| | | | - Derrick Hw Siu
- NHMRC Clinical Trials Centre, The University of Sydney, New South Wales, Australia
| | | | | | | | - Christopher B Steer
- Border Medical Oncology, Albury Wodonga Regional Cancer Centre, Victoria, Australia
| | - Sonia Yip
- NHMRC Clinical Trials Centre, The University of Sydney, New South Wales, Australia
| | - Jeff Cuff
- Australasian Gastro-Intestinal Trials Group-Community Advisory Panel. Level 6, Camperdown, New South Wales, Australia
| | - Stephanie Winata
- NHMRC Clinical Trials Centre, The University of Sydney, New South Wales, Australia
| | | | | | | | - Ehtesham Abdi
- The Tweed Hospital, Tweed Heads, New South Wales, Australia; Griffith University, Southport, Queensland, Australia
| | - Andrew Strickland
- Department of Medical Oncology, Monash Health, Clayton, Victoria, Australia; Monash University, Clayton, Australia
| | - Eva Segelov
- Department of Medical Oncology, Monash Health, Clayton, Victoria, Australia
| | | | - Timothy Price
- The Queen Elizabeth Hospital, Woodville South, South Australia
| | - Rahul Ladwa
- Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | - Warren Joubert
- Princess Alexandra Hospital, Woolloongabba, Queensland, Australia
| | | |
Collapse
|
2
|
Nabelsi V, Plouffe V. Enhancing Care Coordination in Oncology and Nononcology Thoracic Surgery Care Pathways Through a Digital Health Solution: Mixed Methods Study. JMIR Form Res 2024; 8:e60222. [PMID: 39591606 PMCID: PMC11632290 DOI: 10.2196/60222] [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: 05/05/2024] [Revised: 09/20/2024] [Accepted: 10/30/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Health-system fragmentation in Quebec significantly impacts care coordination, leading to interruptions in patients' care pathways and adverse effects on their health. Coordinating interfacility service corridors is complex and requires collaboration between multiple health care providers (HCPs) and care settings. Effective care coordination is essential to ensure optimal patient management at transition points. OBJECTIVE This study aims to improve oncology and nononcology thoracic surgery care pathways by enhancing care coordination during interfacility transfers through a digital health solution. METHODS A multicenter implementation study was conducted across 2 health regions and 2 health care facilities in Quebec. We conducted 27 semistructured interviews with HCPs and managers to better understand the care pathways. Participatory design workshops were held with future users and key stakeholders at an early stage of the technology's design to validate the prototype's functionalities and workflows. A web survey was sent to all end users (N=13) to assess their experience with the platform. RESULTS All participants (100%) either "agreed" or "strongly agreed" that the platform provided significant benefits. It enhanced interestablishment coordination (4/13, 31% agreed and 9/13, 69% strongly agreed) and continuity of care and services (8/13, 62% agreed and 5/13, 38% strongly agreed), and it contributed to better management and patient intake (10/13, 77% agreed and 3/13, 23% strongly agreed) and process fluidity (3/13, 77% agreed and 3/13, 23% strongly agreed). Surgeons from the McGill University Health Centre confirmed that the platform facilitated and secured information transmission (2/5, 40% agreed and 3/5, 60% strongly agreed) and kept track of oncology patient referrals, follow-up needs, and cases where surgery is unnecessary (2/5, 40% agreed and 3/5, 60% strongly agreed). Nursing staff from the Centre intégré de santé et de services sociaux de l'Outaouais and McGill University Health Centre reported high satisfaction with the platform's support during preoperative visit, surgery, and discharge processes. All participants perceived the platform as intuitive and easy to use. Additionally, participants valued its efficiency in providing rapid access to patient data, which reduces task time and ensures document security, thereby improving care coordination across facilities. The project's success has convinced the HCPs and senior management at both health care facilities to pursue long-term use of the Akinox digital health platform. CONCLUSIONS This pilot project represents a significant advancement in thoracic surgery care pathways and the coordination of interfacility health care service corridors. The project provides care pathways that are adaptable to other surgical specialties. It also paves the way for improving care in cancer and other health care networks while highlighting the key role of nurse navigators in patient care management. The project underscores the value of strategic leadership and stakeholders' collaboration to improve care coordination and operational efficiency by demonstrating technology's essential role in patient care pathways.
Collapse
Affiliation(s)
- Véronique Nabelsi
- Département des sciences administratives, Université du Québec en Outaouais, Gatineau, QC, Canada
| | - Véronique Plouffe
- Département des sciences comptables, Université du Québec en Outaouais, Gatineau, QC, Canada
| |
Collapse
|
3
|
Fessele KL, Syrkin G. Mobility Assessment Instruments. Semin Oncol Nurs 2024; 40:151660. [PMID: 39013731 PMCID: PMC11492455 DOI: 10.1016/j.soncn.2024.151660] [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: 03/07/2024] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 07/18/2024]
Abstract
OBJECTIVES Review commonly used mobility assessment instruments and discuss their use in multidisciplinary research and clinical practice. METHODS Data sources include peer-reviewed articles sourced in electronic databases (PubMed, CINAHL), government websites, national, and international best practice guidelines to describe frequently used mobility assessment instruments. RESULTS Numerous clinician-, observer-, patient-reported, and performance outcome instruments and evidence-based implementation program resources exist, though these vary in their intended purpose and setting. Wearable and ambient sensors provide new opportunities to collect passive, objective physical activity data and observe changes in mobility across settings. CONCLUSIONS Selection among multiple assessment tools requires consideration of the available evidence for use in the desired population, the outcomes of interest, whether use is feasible for the setting, and the strength of validity and reliability data for the tool. IMPLICATIONS FOR NURSING PRACTICE Nurses, especially in the inpatient setting, are typically in most frequent contact with patients and are well-positioned to assess mobility and ensure that safe, progressive mobility care plans are in place. Development of an organization-wide mobility culture requires a systematic, multidisciplinary approach and long-term commitment.
Collapse
Affiliation(s)
- Kristen L Fessele
- Department of Nursing, Office of Nursing Research, Memorial Sloan Kettering Cancer Center, New York, NY.
| | - Grigory Syrkin
- Department of Neurology, Rehabilitation Service, Memorial Sloan Kettering Cancer Center, New York, NY
| |
Collapse
|
4
|
Cristian A, Rubens M, Orada R, DeVries K, Syrkin G, DePiero MT, Estenoz M, Kothakapu S, McGranaghan P, Lindeman PR. Development of a Cancer Rehabilitation Dashboard to Collect Data on Physical Function in Cancer Patients and Survivors. Am J Phys Med Rehabil 2024; 103:S36-S40. [PMID: 38364028 DOI: 10.1097/phm.0000000000002424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/18/2024]
Abstract
OBJECTIVE The aim of the study is to describe the development of a cancer rehabilitation dashboard that collects data on physical function for cancer survivors in a cancer institute. METHODS This project was conducted at the Miami Cancer Institute. The cancer rehabilitation dashboard was developed by a team of physicians, biostatistician, and medical informatics teams to record, report and track the physical function of cancer survivors. A multimodal approach to the measurement of physical function was used and included the Patient-Reported Outcome Measurement Information System-Physical Function short form, Patient-Reported Outcome Measurement Information System-Fatigue short form, Timed Up and Go Test, Sit-to-Stand Test in 30-sec test, four-stage balance test, and grip strength. To develop this system, a Cerner Power Form was developed based on the physical function data. To display the data, a dedicated flowsheet was developed and placed within the Oncology Viewpoint in Cerner Millennium. Thus, from inside any patient record, the flowsheet could easily be accessed by providers without leaving normal clinician workflows. Using native functionality, the data can also be shown in graphical format to facilitate dialog with patients and oncology teams. All patient data from the Cerner Power Form discrete task assays were integrated into an existing Oncology Data Warehouse for all patients. The data elements in the Cerner Power Form were identified in the electronic medical record system, loaded into the Oncology Data Warehouse, and related to the other source systems to develop reports and data visualizations such as the cancer rehabilitation dashboard. The cancer rehabilitation dashboard allows visualization of numerous parameters of physical function in cancer survivors evaluated and treated and their change over time. Rendered in Tableau, the cancer rehabilitation dashboard acts as a centralized, interactive data source to analyze and connect clinicians to near real-time data. RESULTS The cancer rehabilitation dashboard was successfully developed and implemented into a cancer rehabilitation practice in a cancer institute and used to collect and track physical function data for cancer survivors receiving treatment and cancer survivors. This information has been used to direct the treatment plan and educate individual patients about the impact of the cancer and its treatment on physical function as well as oncology teams in a cancer institute. CONCLUSIONS The cancer rehabilitation dashboard provides an insight into the physical function of cancer survivors receiving treatment and cancer survivors using both self-reported and objective metrics. It can be customized to suit the interests of clinicians and researchers wishing to improve the quality of life of this population.
Collapse
Affiliation(s)
- Adrian Cristian
- From the Cancer Rehabilitation, Cancer Patient Support Center-Miami Cancer Institute, Miami, Florida (AC); Department of Oncology Research, Miami Cancer Institute, Miami, Florida (MR); Cancer Patient Support Center, Miami Cancer Institute, Miami, Florida (RO); New York Presbyterian Hospital, New York, New York (KD); Weill Cornell Medical College, New York, New York (KD); Rehabilitation Medicine Service, Department of Neurology, Memorial Sloan Kettering Cancer Center, New York, New York (GS); Informatics Analyst, Department of Oncology Informatics, Miami Cancer Institute, Miami, Florida (MTD, ME, PRIL); Baptist Health South Florida, Miami, Florida (SK, PM); and Department of Oncology Informatics
| | | | | | | | | | | | | | | | | | | |
Collapse
|
5
|
Parikh RB, Schriver E, Ferrell WJ, Wakim J, Williamson J, Khan N, Kopinsky M, Balachandran M, Gabriel PE, Schuchter LM, Patel MS, Shulman LN, Manz CR. Remote Patient-Reported Outcomes and Activity Monitoring to Improve Patient-Clinician Communication Regarding Symptoms and Functional Status: A Randomized Controlled Trial. JCO Oncol Pract 2023; 19:1143-1151. [PMID: 37816198 PMCID: PMC10732505 DOI: 10.1200/op.23.00048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/08/2023] [Accepted: 08/29/2023] [Indexed: 10/12/2023] Open
Abstract
PURPOSE Routine collection of patient-generated health data (PGHD) may promote earlier recognition of symptomatic and functional decline. This trial assessed the impact of an intervention integrating remote PGHD collection with patient nudges on symptom and functional status understanding between patients with advanced cancer and their oncology team. METHODS This three-arm randomized controlled trial was conducted from November 19, 2020, to December 17, 2021, at a large tertiary oncology practice. We enrolled patients with stage IV GI and lung cancers undergoing chemotherapy. Over 6 months, patients in two intervention arms received PROStep-weekly text message-based symptom surveys and passive activity monitoring using a wearable accelerometer. PGHD were summarized in dashboards given to patients' oncology team before appointments. One intervention arm received an additional text-based active choice prompt to discuss worsening symptoms or functional status with their clinician. Control patients did not receive PROStep. The coprimary outcomes patient perceptions of oncology team symptom and functional understanding at 6 months were measured on a 1-5 Likert scale (5 = high understanding). RESULTS One hundred eight patients enrolled: 55% male, 81% White, and 77% had GI cancers. Patient-reported clinician understanding did not differ between control and intervention arms for symptoms (4.5 v 4.5; P = .87) or functional status (4.5 v 4.3; P = .31). In the intervention arms, combined patient adherence to weekly symptom reports and daily activity monitoring was 64% and 53%, respectively. Intervention patients in the PROStep versus PROStep + active choice arms reported low burden from wearing the accelerometer (mean burden [standard deviation], 2.7 [1.3] v 2.1 [1.3]; P = .15) and completing surveys (2.1 [1.2] v 1.9 [1.3]; P = .44). CONCLUSION Patients receiving PROStep reported high understanding of symptoms and functional status from their oncology team, although this did not differ from controls.
Collapse
Affiliation(s)
- Ravi B. Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Emily Schriver
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA
- Penn Medicine Predictive Healthcare, University of Pennsylvania Health System, Philadelphia, PA
| | - William J. Ferrell
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jonathan Wakim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Joelle Williamson
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Neda Khan
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | - Michael Kopinsky
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | | | - Peter E. Gabriel
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Lynn M. Schuchter
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | | | | | - Christopher R. Manz
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
| |
Collapse
|
6
|
Zemlin C, Schleicher JT, Altmayer L, Stuhlert C, Wörmann C, Lang M, Scherer LS, Thul IC, Spenner LS, Simon JA, Wind A, Kaiser E, Weber R, Goedicke-Fritz S, Wagenpfeil G, Zemlin M, Steffgen G, Solomayer EF, Müller C. Improved awareness of physical activities is associated with a gain of fitness and a stable body weight in breast cancer patients during the first year of antineoplastic therapy: the BEGYN-1 study. Front Oncol 2023; 13:1198157. [PMID: 37637039 PMCID: PMC10456044 DOI: 10.3389/fonc.2023.1198157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 07/24/2023] [Indexed: 08/29/2023] Open
Abstract
Background Breast cancer is the most frequent cancer in women. Reduced physical activity and overweight are associated with poor prognosis. Breast cancer patients have a high risk to gain weight, lose muscle mass and reduce physical activity during therapy. Concepts are urgently needed to motivate patients to engage in physical activity. Methods 110 non-metastatic breast cancer patients were included in the prospective observational BEGYN-1 study. Physiological parameters and body composition were measured before the start of therapy and then quarterly for one year. Patients used a fitness tracker and documented their physical activity in a diary throughout the study. Results Although the patients were not offered any guided exercise, and despite the restrictions during the COVID-19 pandemic, they increased their physical activity (metabolic equivalent of task (MET) -minutes): p<0.001), physical fitness (decreasing resting heart rate: p=0.001) and did not gain weight (median - 0.4kg) over the course of the study. Conclusion Improved awareness of physical activity is associated with an increase in physical activity, fitness, and a stable weight during the first year of therapy in breast cancer patients. Counselling at diagnosis should motivate patients to engage in physical activity, wear a fitness tracker and document activities.
Collapse
Affiliation(s)
- Cosima Zemlin
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Julia Theresa Schleicher
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Laura Altmayer
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Caroline Stuhlert
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Carolin Wörmann
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Marina Lang
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Laura-Sophie Scherer
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Ida Clara Thul
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Lisanne Sophie Spenner
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Jana Alisa Simon
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Alina Wind
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Elisabeth Kaiser
- Department of General Pediatrics and Neonatology, Saarland University Medical Center, Homburg, Saar, Germany
| | - Regine Weber
- Department of General Pediatrics and Neonatology, Saarland University Medical Center, Homburg, Saar, Germany
| | - Sybelle Goedicke-Fritz
- Department of General Pediatrics and Neonatology, Saarland University Medical Center, Homburg, Saar, Germany
| | - Gudrun Wagenpfeil
- Institute for Medical Biometry, Epidemiology and Medical Informatics (IMBEI), Saarland University Campus Homburg, Homburg, Saar, Germany
| | - Michael Zemlin
- Department of General Pediatrics and Neonatology, Saarland University Medical Center, Homburg, Saar, Germany
| | - Georges Steffgen
- Department of Behavioural and Cognitive Sciences, Institute for Health and Behaviour, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Erich-Franz Solomayer
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
| | - Carolin Müller
- Department of Gynecology, Obstetrics, and Reproductive Medicine, Saarland University Medical Center, Homburg, Saar, Germany
- Department of Outcomes Research, Anesthesiology Institute, Cleveland Clinic, Cleveland, OH, United States
| |
Collapse
|
7
|
Parikh RB, Basen-Enquist KM, Bradley C, Estrin D, Levy M, Lichtenfeld JL, Malin B, McGraw D, Meropol NJ, Oyer RA, Sheldon LK, Shulman LN. Digital Health Applications in Oncology: An Opportunity to Seize. J Natl Cancer Inst 2022; 114:1338-1339. [PMID: 35640986 PMCID: PMC9384132 DOI: 10.1093/jnci/djac108] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 04/13/2022] [Accepted: 05/03/2022] [Indexed: 11/23/2022] Open
Abstract
Digital health advances have transformed many clinical areas including psychiatric and cardiovascular care. However, digital health innovation is relatively nascent in cancer care, which represents the fastest growing area of health-care spending. Opportunities for digital health innovation in oncology include patient-facing technologies that improve patient experience, safety, and patient-clinician interactions; clinician-facing technologies that improve their ability to diagnose pathology and predict adverse events; and quality of care and research infrastructure to improve clinical workflows, documentation, decision support, and clinical trial monitoring. The COVID-19 pandemic and associated shifts of care to the home and community dramatically accelerated the integration of digital health technologies into virtually every aspect of oncology care. However, the pandemic has also exposed potential flaws in the digital health ecosystem, namely in clinical integration strategies; data access, quality, and security; and regulatory oversight and reimbursement for digital health technologies. Stemming from the proceedings of a 2020 workshop convened by the National Cancer Policy Forum of the National Academies of Sciences, Engineering, and Medicine, this article summarizes the current state of digital health technologies in medical practice and strategies to improve clinical utility and integration. These recommendations, with calls to action for clinicians, health systems, technology innovators, and policy makers, will facilitate efficient yet safe integration of digital health technologies into cancer care.
Collapse
Affiliation(s)
- Ravi B Parikh
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VAMC, Philadelphia, PA, USA
| | - Karen M Basen-Enquist
- Center for Energy Balance in Cancer Prevention and Survivorship, The University of Texas MD Anderson Cancer Center, Texas Medical Center, Houston, TX, USA
| | - Cathy Bradley
- Department of Health Systems, Management & Policy, University of Colorado Cancer Center, Aurora, CO, USA
| | - Deborah Estrin
- Cornell Ann S. Bowers College of Computing and Information Science, Cornell University, New York, NY, USA
| | - Mia Levy
- Division of Hematology, Oncology and Cell Therapy, Rush University, Chicago, IL, USA
| | | | - Bradley Malin
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | | | | | - Lisa Kennedy Sheldon
- Department of Nursing, College of Nursing and Health Sciences, University of Massachusetts, Boston, MA, USA
| | - Lawrence N Shulman
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
8
|
Izmailova ES, Ellis RD. When Work Hits Home: The Cancer-Treatment Journey of a Clinical Scientist Driving Digital Medicine. JCO Clin Cancer Inform 2022; 6:e2200033. [PMID: 36162013 DOI: 10.1200/cci.22.00033] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
9
|
Psaltos DJ, Mamashli F, Adamusiak T, Demanuele C, Santamaria M, Czech MD. Wearable-Based Stair Climb Power Estimation and Activity Classification. SENSORS (BASEL, SWITZERLAND) 2022; 22:6600. [PMID: 36081058 PMCID: PMC9459813 DOI: 10.3390/s22176600] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/25/2022] [Accepted: 08/26/2022] [Indexed: 06/15/2023]
Abstract
Stair climb power (SCP) is a clinical measure of leg muscular function assessed in-clinic via the Stair Climb Power Test (SCPT). This method is subject to human error and cannot provide continuous remote monitoring. Continuous monitoring using wearable sensors may provide a more comprehensive assessment of lower-limb muscular function. In this work, we propose an algorithm to classify stair climbing periods and estimate SCP from a lower-back worn accelerometer, which strongly agrees with the clinical standard (r = 0.92, p < 0.001; ICC = 0.90, [0.82, 0.94]). Data were collected in-lab from healthy adults (n = 65) performing the four-step SCPT and a walking assessment while instrumented (accelerometer + gyroscope), which allowed us to investigate tradeoffs between sensor modalities. Using two classifiers, we were able to identify periods of stair ascent with >89% accuracy [sensitivity = >0.89, specificity = >0.90] using two ensemble machine learning algorithms, trained on accelerometer signal features. Minimal changes in model performances were observed using the gyroscope alone (±0−6% accuracy) versus the accelerometer model. While we observed a slight increase in accuracy when combining gyroscope and accelerometer (about +3−6% accuracy), this is tolerable to preserve battery life in the at-home environment. This work is impactful as it shows potential for an accelerometer-based at-home assessment of SCP.
Collapse
|
10
|
Papadopoulos E, Leach HJ, Tomlinson G, Durbano S, Danyluk JM, Sabiston CM, Mina DS, Alibhai SMH, Culos-Reed SN. Factors predicting gains in moderate-to-vigorous physical activity in prostate cancer survivors on androgen deprivation therapy. Support Care Cancer 2022; 30:9011-9018. [PMID: 35948848 DOI: 10.1007/s00520-022-07300-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 07/24/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Whether individual, environmental, and psychosocial factors predict changes in moderate-to-vigorous physical activity (MVPA) is poorly addressed in prostate cancer (PC) survivors undergoing androgen deprivation therapy (ADT). PURPOSE This secondary analysis of a randomized controlled trial examined changes in MVPA following a supervised personal training (PT), supervised group-based (GROUP) program, or a home-based, smartphone-assisted exercise (HOME) intervention in PC survivors on ADT and explored individual, environmental, and psychosocial predictors of MVPA. METHODS PC survivors on ADT underwent aerobic and resistance training for 6 months via PT, GROUP, or HOME. MVPA was captured via accelerometers and the Godin Leisure-Time Exercise Questionnaire. Changes in MVPA between groups were assessed using linear regression. The following predictors of MVPA were examined using Spearman correlations: the Neighborhood Environment Walkability Scale (NEWS); the Planning, Attitudes, and Behaviours (PAB) scale; the Relatedness to Others in Physical Activity Scale (ROPAS); and individual factors at baseline. RESULTS Participants (n = 37) were 69.4 ± 6.5 years old and 78.4% were on ADT for ≥ 3 months. Changes in accelerometry-based bouts and MVPA as well as self-reported MVPA did not differ between groups at 6 months. The Aesthetics domain of the NEWS questionnaire at baseline was the strongest predictor of positive MVPA changes (r = .66). Attitude (r = .64), planning (r = .57), and motivation (r = .50) at baseline were also predictive of engaging in higher MVPA throughout the intervention. CONCLUSION Changes in objective MVPA were modest. Additional emphasis on specific psychosocial and individual factors is important to inform theory-based interventions that can foster PA behavior change in PC survivors on ADT. Registration # NCT02046837.
Collapse
Affiliation(s)
| | - Heather J Leach
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, USA.,Department of Community and Behavioral Health, Colorado School of Public Health, Fort Collins, CO, USA
| | - George Tomlinson
- Department of Medicine, University Health Network, Toronto, ON, Canada.,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
| | - Sara Durbano
- Department of Medicine, University Health Network, Toronto, ON, Canada
| | | | - Catherine M Sabiston
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Daniel Santa Mina
- Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, ON, Canada
| | - Shabbir M H Alibhai
- Department of Medicine, University Health Network, Toronto, ON, Canada. .,Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada.
| | - S Nicole Culos-Reed
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| |
Collapse
|
11
|
de Leeuwerk ME, Botjes M, van Vliet V, Geleijn E, de Groot V, van Wegen E, van der Schaaf M, Tuynman J, Dickhoff C, van der Leeden M. Self-monitoring of Physical Activity After Hospital Discharge in Patients Who Have Undergone Gastrointestinal or Lung Cancer Surgery: Mixed Methods Feasibility Study. JMIR Cancer 2022; 8:e35694. [PMID: 35749165 PMCID: PMC9270713 DOI: 10.2196/35694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/31/2022] [Accepted: 04/10/2022] [Indexed: 11/19/2022] Open
Abstract
Background Self-monitoring of physical activity (PA) using an accelerometer is a promising intervention to stimulate PA after hospital discharge. Objective This study aimed to evaluate the feasibility of PA self-monitoring after discharge in patients who have undergone gastrointestinal or lung cancer surgery. Methods A mixed methods study was conducted in which 41 patients with cancer scheduled for lobectomy, esophageal resection, or hyperthermic intraperitoneal chemotherapy were included. Preoperatively, patients received an ankle-worn accelerometer and the corresponding mobile health app to familiarize themselves with its use. The use was continued for up to 6 weeks after surgery. Feasibility criteria related to the study procedures, the System Usability Scale, and user experiences were established. In addition, 6 patients were selected to participate in semistructured interviews. Results The percentage of patients willing to participate in the study (68/90, 76%) and the final participation rate (57/90, 63%) were considered good. The retention rate was acceptable (41/57, 72%), whereas the rate of missing accelerometer data was relatively high (31%). The mean System Usability Scale score was good (77.3). Interviewed patients mentioned that the accelerometer and app were easy to use, motivated them to be more physically active, and provided postdischarge support. The technical shortcomings and comfort of the ankle straps should be improved. Conclusions Self-monitoring of PA after discharge appears to be feasible based on good system usability and predominantly positive user experiences in patients with cancer after lobectomy, esophageal resection, or hyperthermic intraperitoneal chemotherapy. Solving technical problems and improving the comfort of the ankle strap may reduce the number of dropouts and missing data in clinical use and follow-up studies.
Collapse
Affiliation(s)
- Marijke Elizabeth de Leeuwerk
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Ageing & Vitality, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Martine Botjes
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Vincent van Vliet
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Edwin Geleijn
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Vincent de Groot
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Rehabilitation & Development, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Erwin van Wegen
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Ageing & Vitality, Amsterdam Movement Sciences, Amsterdam, Netherlands.,Rehabilitation & Development, Amsterdam Movement Sciences, Amsterdam, Netherlands
| | - Marike van der Schaaf
- Ageing & Vitality, Amsterdam Movement Sciences, Amsterdam, Netherlands.,Rehabilitation Medicine, Amsterdam University Medical Centers location University of Amsterdam, Amsterdam, Netherlands.,Center of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, Netherlands
| | - Jurriaan Tuynman
- General Surgery, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Cancer Centre Amsterdam, Treatment and Quality of Life, Amsterdam, Netherlands
| | - Chris Dickhoff
- Cancer Centre Amsterdam, Treatment and Quality of Life, Amsterdam, Netherlands.,Cardio-Thoracic Surgery, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Marike van der Leeden
- Rehabilitation Medicine, Amsterdam University Medical Centers location Vrije Universiteit Amsterdam, Amsterdam, Netherlands.,Ageing & Vitality, Amsterdam Movement Sciences, Amsterdam, Netherlands
| |
Collapse
|
12
|
Acceptance of physical activity monitoring in cancer patients during radiotherapy, the GIROfit phase 2 pilot trial. Tech Innov Patient Support Radiat Oncol 2022; 22:16-21. [PMID: 35402741 PMCID: PMC8991372 DOI: 10.1016/j.tipsro.2022.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 02/21/2022] [Accepted: 03/29/2022] [Indexed: 12/04/2022] Open
Abstract
Activity trackers were well accepted and regularly worn by cancer patients during treatment. In some patients a decrease in step counts correlated with the onset of side effects or quality of life impairments. Activity trackers may be a useful tool to remotely identify patients who are in need of supportive care.
Background In radiotherapy the timely identification of patients needing intervention and supportive care due to side effects is an important task especially in the outpatient setting. Activity trackers as an increasingly used lifestyle device may enable physicians to monitor patient’s physical activity (PA) and to intervene early during the course of radiotherapy. Objective The primary aim of this trial was to assess patient acceptance of PA monitoring in an outpatient setting and to correlate changes in PA with toxicity and changes in quality of life. Methods Patients undergoing radio(chemo-)therapy with a curative intent were eligible to participate in this prospective pilot phase II trial. Patients were instructed to wear a commercially available activity tracker during the course of radiotherapy and four weeks afterwards. Quality of life (QoL) and fatigue was scored using the Functional assessment of Chronic Illness Therapy questionnaire. A linear regression was performed to determine baseline activity and changes in step counts during radiotherapy. Results We included 23 patients in this trial. Two withdrew consent before the start of treatment, two patients were excluded after prophylactic feeding tube placement and prolonged recovery. Compliance in the remaining 19 patients was high, with availability of step-counts on 92% of the days. Baseline step counts were 6274 for breast cancer patients and 3621 for patients with other entities. Decreasing activity during radiotherapy coincided with the development of side effects and declines in quality of life. Conclusions Activity trackers as tool to monitor PA during and after radiotherapy were accepted by a majority of the patients included in the current trial. Observed changes in PA correlated with patient reported side effects and QoL in some of the patients.
Collapse
|
13
|
Parikh RB, Ferrell W, Wakim J, Williamson J, Khan N, Kopinsky M, Balachandran M, Gabriel PE, Zhang Y, Schuchter LM, Shulman LN, Chen J, Patel MS, Manz CR. Patient and clinician nudges to improve symptom management in advanced cancer using patient-generated health data: study protocol for the PROStep randomised controlled trial. BMJ Open 2022; 12:e054675. [PMID: 35551088 PMCID: PMC9109034 DOI: 10.1136/bmjopen-2021-054675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
INTRODUCTION Patients with advanced cancers often face significant symptoms from their cancer and adverse effects from cancer-associated therapy. Patient-generated health data (PGHD) are routinely collected information about symptoms and activity levels that patients either directly report or passively record using devices such as wearable accelerometers. The objective of this study was to test the impact of an intervention integrating remote collection of PGHD with clinician and patient nudges to inform communication between patients with advanced cancer and their oncology team regarding symptom burden and functional status. METHODS AND ANALYSIS This single-centre prospective randomised controlled trial randomises patients with metastatic gastrointestinal or lung cancers into one of three arms: (A) usual care, (B) an intervention that integrates PGHD (including weekly text-based symptom surveys and passively recorded step counts) into a dashboard delivered to oncology clinicians at each visit and (C) the same intervention as arm B but with an additional text-based active choice intervention to patients to encourage discussing their symptoms with their oncology team. The study will enrol approximately 125 participants. The coprimary outcomes are patient perceptions of their oncology team's understanding of their symptoms and their functional status. Secondary outcomes are intervention utility and adherence. ETHICS AND DISSEMINATION This study has been approved by the institutional review board at the University of Pennsylvania. Study results will be disseminated using methods that describe the results in ways that key stakeholders can best understand and implement. TRIAL REGISTRATION NUMBERS NCT04616768 and 843 616.
Collapse
Affiliation(s)
- Ravi B Parikh
- Abramson Cancer Center, Philadelphia, Pennsylvania, USA
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - William Ferrell
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jonathan Wakim
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Joelle Williamson
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Neda Khan
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Michael Kopinsky
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | - Mohan Balachandran
- Center for Health Care Innovation, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
| | | | - Yichen Zhang
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | | | - Jinbo Chen
- Abramson Cancer Center, Philadelphia, Pennsylvania, USA
| | - Mitesh S Patel
- Departments of Medical Ethics and Health Policy and Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Christopher R Manz
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medical Oncology, Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
14
|
Abstract
BACKGROUND Multiple symptoms occur in children receiving cancer therapy. Decreased steps per day may be associated with burdensome symptoms. OBJECTIVE To evaluate associations between self-reported symptoms (pain interference, anxiety, depressive symptoms, psychological stress, and fatigue) and function (physical function-mobility and physical activity) and cumulative symptom count with steps per day. METHODS Five sites enrolled English-speaking children, 8 to 17 years, receiving treatment for a first cancer diagnosis. Patient-reported outcome (PRO) surveys were administered before (T1) and after (T2) a course of chemotherapy. Garmin VivoFit 3 (Garmin International, Olathe, KS) accelerometers were worn 7 days prior to each data point. Univariate changes in scores over time were evaluated with dependent-sample t tests. Pearson correlations examined associations between PRO domains and step count. Multivariable mixed-effect models examined associations between steps and PROs. RESULTS Participants' (n = 65) steps per day decreased during treatment (4099 [T1] and 3135 [T2]; P < .01), with larger reductions observed during hospitalization and in younger children compared with adolescents. Steps significantly correlated with PROMIS (Patient-Reported Outcome Measurement Information System) Pediatric physical activity and physical function-mobility. Decreased steps per day were associated with increased fatigue and cumulative symptom count. CONCLUSIONS In children and adolescents with cancer, steps per day can serve as an indicator of fatigue, cumulative symptom count, physical activity, and physical functioning-mobility. IMPLICATIONS FOR PRACTICE Child self-reports of physical activity and physical function are valid during cancer therapy and should be captured. In the absence of self-report, decreasing step count may prompt additional assessments related to fatigue or cumulative symptom count and trigger early interventions to support physical activity and physical function-mobility.
Collapse
|
15
|
Ghods A, Shahrokni A, Ghasemzadeh H, Cook D. Remote Monitoring of the Performance Status and Burden of Symptoms of Patients With Gastrointestinal Cancer Via a Consumer-Based Activity Tracker: Quantitative Cohort Study. JMIR Cancer 2021; 7:e22931. [PMID: 34842527 PMCID: PMC8665393 DOI: 10.2196/22931] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 12/14/2020] [Accepted: 09/25/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The number of older patients with gastrointestinal cancer is increasing due to an aging global population. Minimizing reliance on an in-clinic patient performance status test to determine a patient's prognosis and course of treatment can improve resource utilization. Further, current performance status measurements cannot capture patients' constant changes. These measurements also rely on self-reports, which are subjective and subject to bias. Real-time monitoring of patients' activities may allow for a more accurate assessment of patients' performance status while minimizing resource utilization. OBJECTIVE This study investigates the validity of consumer-based activity trackers for monitoring the performance status of patients with gastrointestinal cancer. METHODS A total of 27 consenting patients (63% male, median age 58 years) wore a consumer-based activity tracker 7 days before chemotherapy and 14 days after receiving their first treatment. The provider assessed patients using the Eastern Cooperative Oncology Group Performance Status (ECOG-PS) scale and Memorial Symptom Assessment Scale-Short Form (MSAS-SF) before and after chemotherapy visits. The statistical correlations between ECOG-PS and MSAS-SF scores and patients' daily step counts were assessed. RESULTS The daily step counts yielded the highest correlation with the patients' ECOG-PS scores after chemotherapy (P<.001). The patients with higher ECOG-PS scores experienced a higher fluctuation in their step counts. The patients who walked more prechemotherapy (mean 6071 steps per day) and postchemotherapy (mean 5930 steps per day) had a lower MSAS-SF score (lower burden of symptoms) compared to patients who walked less prechemotherapy (mean 5205 steps per day) and postchemotherapy (mean 4437 steps per day). CONCLUSIONS This study demonstrates the feasibility of using inexpensive, consumer-based activity trackers for the remote monitoring of performance status in the gastrointestinal cancer population. The findings need to be validated in a larger population for generalizability.
Collapse
Affiliation(s)
- Alireza Ghods
- School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, United States
| | - Armin Shahrokni
- Geriatrics / Gastrointestinal Oncology Service, Memorial Sloan-Kettering Cancer Center, New York, NY, United States
| | - Hassan Ghasemzadeh
- School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, United States
| | - Diane Cook
- School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, United States
| |
Collapse
|
16
|
Santa Mina D, Adams SC, Brahmbhatt P, Ferreira V, St-Pierre J, Scheede-Bergdahl C. Introduction to Pre-operative Exercise Prescription and Physical Activity Promotion for Clinicians and Exercise Professionals. CURRENT ANESTHESIOLOGY REPORTS 2021. [DOI: 10.1007/s40140-021-00491-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
17
|
Izmailova ES, Wood WA. Biometric Monitoring Technologies in Cancer: The Past, Present, and Future. JCO Clin Cancer Inform 2021; 5:728-733. [PMID: 34236887 DOI: 10.1200/cci.21.00019] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Affiliation(s)
| | - William A Wood
- UNC Lineberger Comprehensive Cancer Center, Chapel Hill, NC
| |
Collapse
|
18
|
Finley DJ, Stevens CJ, Emond JA, Batsis JA, Fay KA, Darabos C, Sacks OA, Cook SB, Lyons KD. Potential effectiveness of a surgeon-delivered exercise prescription and an activity tracker on pre-operative exercise adherence and aerobic capacity of lung cancer patients. Surg Oncol 2021; 37:101525. [PMID: 33813267 PMCID: PMC8217197 DOI: 10.1016/j.suronc.2021.101525] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 12/10/2020] [Accepted: 01/25/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Pre-operative exercise may improve functional outcomes for lung cancer patients, but barriers associated with cost, resources, and burden make it challenging to deliver pre-operative exercise programs. The goal of this proof-of-concept study was to determine level of moderate-vigorous physical activity (MVPA) and change in aerobic capacity after participation in a home-based pre-operative exercise intervention. MATERIALS AND METHODS Eighteen patients scheduled for surgery for suspected stage I-III lung cancer received an exercise prescription from their surgeon and wore a commercially-available device that tracked their daily MVPA throughout the pre-operative period. Descriptive statistics were used to calculate adherence to the exercise prescription. A one-sample t-test was used to explore change in aerobic capacity from baseline to the day of surgery. RESULTS Participants exhibited a mean of 20.4 (sd = 46.2) minutes of MVPA per day during the pre-operative period. On average, the sample met the goal of 30 min of MVPA on 16.4% of the days during the pre-operative period. The mean distance achieved at baseline for the 6-min walk test was 456.7 m (sd = 72.9), which increased to 471.1 m (sd = 88.4) on the day of surgery. This equates to a mean improvement of 13.8 m (sd = 37.0), but this difference was not statistically different from zero (p = 0.14). Eight of the 17 participants (47%) demonstrated a clinically significant improvement of 14 m or more. CONCLUSION A surgeon-delivered exercise prescription plus an activity tracker may promote clinically significant improvement in aerobic capacity and MVPA engagement among patients with lung cancer during the pre-operative period, but may need to be augmented with more contact with and support from practitioners over time to maximize benefits. TRIAL REGISTRATION The study protocol was registered with ClinicalTrials.gov prior to initiating participant recruitment (NCT03162718).
Collapse
Affiliation(s)
- David J Finley
- Department of Surgery, Section Thoracic Surgery, Dartmouth-Hitchcock Health, 1 Medical Center Drive, Lebanon, NH, 03756, USA.
| | - Courtney J Stevens
- Department of Psychiatry, Dartmouth-Hitchcock Health, Dartmouth Centers for Health & Aging, 46 Centerra Parkway, Lebanon, NH, 03756, USA.
| | - Jennifer A Emond
- Department of Biomedical Data Sciences, Geisel School of Medicine, Dartmouth College, 1 Medical Center Drive, Lebanon, NH, 03756, USA.
| | - John A Batsis
- Department of Medicine, Dartmouth-Hitchcock Health, The Dartmouth Institute for Health Policy & Clinical Practice, Geisel School of Medicine, 1 Medical Center Drive, Lebanon, NH, 03756, USA.
| | - Kayla A Fay
- Department of Surgery, Section of Thoracic Surgery, Dartmouth-Hitchcock Health, 1 Medical Center Dr., Lebanon, NH, 03756, USA.
| | - Christian Darabos
- Information, Technology and Consulting, Dartmouth College, 4 Currier Place, Hanover, NH, 03748, USA; Department of Biomedical Data Sciences, Geisel School of Medicine, Dartmouth College, 1 Medical Center Drive, Lebanon, NH, 03756, USA.
| | - Olivia A Sacks
- Department of Surgery, Boston Medical Center, 1 Boston Medical Center Place, Boston, MA, 02118, USA.
| | - Summer B Cook
- Department of Kinesiology, University of New Hampshire, 124 Main Street, Durham, NH, 03824, USA.
| | - Kathleen Doyle Lyons
- Department of Psychiatry Research, Dartmouth-Hitchcock Health, 1 Medical Center Dr., Lebanon, NH, 03756, USA.
| |
Collapse
|
19
|
Remote Monitoring Model for the Preoperative Prehabilitation Program of Patients Requiring Abdominal Surgery. FUTURE INTERNET 2021. [DOI: 10.3390/fi13050104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Physical fitness and level of activity are considered important factors for patients with cancer undergoing major abdominal surgery. Cancer patients with low fitness capacity are at greater risk of postoperative complications, longer hospital stays, and mortality. One of the main challenges facing both healthcare providers and patients is to improve the patient’s physical fitness within the available short period (four to six weeks) prior to surgery. Supervised and unsupervised physical prehabilitation programs are the most common recommended methods for enhancing postoperative outcomes in patients undergoing abdominal surgery. Due to obstacles such as geographical isolation, many patients have limited access to medical centers and facilities that provide onsite prehabilitation programs. This article presents a review of the literature and the development of a model that can remotely monitor physical activities during the prehabilitation period. The mixed prehabilitation model includes the identification of fundamental parameters of physical activities (type, intensity, frequency, and duration) over time. A mathematical model has been developed to offer a solution for both the healthcare provider and patients. This offers the opportunity for physicians or physiotherapists to monitor patients performing their prescribed physical exercises in real time. The model that has been developed is embedded within the internet of things (IoT) system, which calculates the daily and weekly efforts made by the patients and automatically stores this in a comma-separated values (CSV) file that medical staff can access. In addition, this model allows the patient to compensate for missed prescribed activity by adding additional efforts to meet the prehabilitation requirements. As a result, healthcare staff are provided with feedback on patient engagement in prescribed exercise during the period of the prehabilitation program.
Collapse
|
20
|
Kohei K, Toyohiro H, Jun T, Toshiyuki I, Hiromi NT, Yuji K, Naoki N, Michiko K, Shigeru M. Efficacy of attention bias modification combined with cognitive behavioral therapy for reducing anxiety in patients with hematopoietic malignancies: a quasi-randomized controlled trial. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2021. [DOI: 10.1016/j.jadr.2021.100122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
|
21
|
Rokitka D, Heffler J, Zevon M, Kitcho C, Schweitzer J, Rodriguez EM, Mahoney MC. Designing an exercise intervention for adult survivors of childhood cancers. BMC Cancer 2021; 21:1. [PMID: 33397301 PMCID: PMC7784286 DOI: 10.1186/s12885-020-07763-8] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Accepted: 12/22/2020] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND This study examined current physical activity levels and preferences for exercise settings and activities among adult survivors of childhood cancers as a strategy to inform the feasibility and design of such programs. METHODS A mixed-methods design was used to investigate current activity levels as well as barriers to and preferences for physical activity among 20 adult survivors of pediatric cancer. RESULTS One-half of participants reported engaging in regular physical activity, although the frequency, intensity, and duration varied. Overall, 17 of the 20 participants (85%) stated they would be interested in participating in a structured exercise intervention, and they expressed a strong interest in walking (76%), bicycling (53%), and weight training (53%). Common barriers to participation in a potential structured exercise program were insufficient time, current health issues, and program location/distance. Nearly all participants agreed that information on nutrition and diet should be included as part of an exercise intervention. CONCLUSIONS These findings will help inform the design and implementation of future exercise programs to enhance physical activity among this high-risk group of cancer survivors.
Collapse
Affiliation(s)
- Denise Rokitka
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA.
| | - Jennifer Heffler
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| | - Michael Zevon
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| | - Caleb Kitcho
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| | - Jennifer Schweitzer
- Department of Pediatrics, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| | - Elisa M Rodriguez
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| | - Martin C Mahoney
- Department of Internal Medicine and Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, 14263, USA
| |
Collapse
|
22
|
Mowlem FD, Sanderson B, Platko JV, Byrom B. Optimizing electronic capture of patient-reported outcome measures in oncology clinical trials: lessons learned from a qualitative study. J Comp Eff Res 2020; 9:1195-1204. [PMID: 33274651 DOI: 10.2217/cer-2020-0143] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Aim: To understand the impact of anticancer treatment on oncology patients' ability to use electronic solutions for completing patient-reported outcomes (ePRO). Materials & methods: Semi-structured interviews were conducted with seven individuals who had experienced a cancer diagnosis and treatment. Results: Participants reported that the following would impact the ability to interact with an ePRO solution: peripheral neuropathy of the hands (4/7), fatigue and/or concentration and memory issues (6/7), where they are in a treatment cycle (5/7). Approaches to improve usability included: larger, well-spaced buttons to deal with finger numbness, the ability to pause a survey and complete at a later point and presenting the recall period with every question to reduce reliance on memory. Conclusion: Symptoms associated with cancers and anticancer treatments can impact the use of technologies. The recommendations for optimizing the electronic implementation of patient-reported outcome instruments in this population provides the potential to improve data quality in oncology trials and places patient needs at the forefront to ensure 'fit-for-purpose' solutions.
Collapse
|
23
|
Accuracy of Mobile Applications versus Wearable Devices in Long-Term Step Measurements. SENSORS 2020; 20:s20216293. [PMID: 33167361 PMCID: PMC7663794 DOI: 10.3390/s20216293] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 10/28/2020] [Accepted: 11/03/2020] [Indexed: 02/07/2023]
Abstract
Fitness sensors and health systems are paving the way toward improving the quality of medical care by exploiting the benefits of new technology. For example, the great amount of patient-generated health data available today gives new opportunities to measure life parameters in real time and create a revolution in communication for professionals and patients. In this work, we concentrated on the basic parameter typically measured by fitness applications and devices-the number of steps taken daily. In particular, the main goal of this study was to compare the accuracy and precision of smartphone applications versus those of wearable devices to give users an idea about what can be expected regarding the relative difference in measurements achieved using different system typologies. In particular, the data obtained showed a difference of approximately 30%, proving that smartphone applications provide inaccurate measurements in long-term analysis, while wearable devices are precise and accurate. Accordingly, we challenge the reliability of previous studies reporting data collected with phone-based applications, and besides discussing the current limitations, we support the use of wearable devices for mHealth.
Collapse
|
24
|
Douma JAJ, de Beaufort MB, Kampshoff CS, Persoon S, Vermaire JA, Chinapaw MJ, van Mechelen W, Nollet F, Kersten MJ, Smit JH, Verdonck-de Leeuw IM, Altenburg TM, Buffart LM. Physical activity in patients with cancer: self-report versus accelerometer assessments. Support Care Cancer 2020; 28:3701-3709. [PMID: 31820127 PMCID: PMC7316671 DOI: 10.1007/s00520-019-05203-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Accepted: 11/22/2019] [Indexed: 12/19/2022]
Abstract
PURPOSE The level of daily physical activity in patients with cancer is frequently assessed by questionnaires, such as the Physical Activity Scale for the Elderly (PASE). Objective assessments, with for example accelerometers, may be a good alternative. The aim of this study was to investigate the agreement between the PASE questionnaire and accelerometer-assessed physical activity in a large group of patients with different types of cancer. METHODS Baseline accelerometer and PASE questionnaire data of 403 participants from the REACT (Resistance and Endurance Exercise After Chemotherapy, n = 227), the EXIST (Exercise Intervention After Stem-Cell Transplantation, n = 74), and NET-QUBIC (NEtherlands QUality of Life And Biomedical Cohort Studies In Cancer, n = 102) studies were available for the current analyses. Physical activity was assessed by the PASE questionnaire (total score) and accelerometers (total minutes per day > 100 counts). Linear mixed models regression analysis was used to assess the agreement between the PASE questionnaire and accelerometer-assessed physical activity. RESULTS The mean (SD) PASE score was 95.9 (75.1) points and mean (SD) time in physical activity measured with the accelerometer was 256.6 (78.8) min per day. The agreement between the PASE score and the accelerometer data was significant, but poor (standardized regression coefficient (B) = 0.36, 95%CI = 0.27; 0.44, p < 0.01). CONCLUSION Agreement between the PASE questionnaire and accelerometer-assessed physical activity was poor. The poor agreement indicates that they measure different physical activity constructs and cannot be used interchangeably to assess the level of daily physical activity in patients with cancer.
Collapse
Affiliation(s)
- Joeri A J Douma
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Maaike B de Beaufort
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Caroline S Kampshoff
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Saskia Persoon
- Knowledge Institute of the Dutch Association of Medical Specialists, Mercatorlaan 1200, Utrecht, The Netherlands
| | - Jorine A Vermaire
- Department of Radiation Oncology, Division of Medical Imaging, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, Utrecht, The Netherlands
| | - Mai J Chinapaw
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - Willem van Mechelen
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
- School of Human Movement and Nutrition Sciences, Faculty of Health and Behavioural Sciences, University of Queensland, Brisbane, Australia
- Division of Exercise Science and Sports Medicine (ESSM), Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- School of Public Health, Physiotherapy and Population Sciences, University College Dublin, Dublin, Ireland
| | - Frans Nollet
- Department of Rehabilitation, Amsterdam Movement Sciences Research Institute, Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, Netherlands
| | - Marie José Kersten
- Department of Hematology, Amsterdam UMC, University of Amsterdam, Cancer Center Amsterdam and LYMMCARE (Lymphoma and Myeloma Center Amsterdam), Meibergdreef 9, Amsterdam, Netherlands
| | - Jan H Smit
- Department of Psychiatry, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Oldenaller 1, Amsterdam, The Netherlands
| | - Irma M Verdonck-de Leeuw
- Department of Otolaryngology-Head and Neck Surgery, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
- Department of Clinical, Neuro- and Developmental Psychology, Section Clinical Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - Teatske M Altenburg
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands
| | - Laurien M Buffart
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands.
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, Amsterdam, The Netherlands.
| |
Collapse
|
25
|
Advances and future directions in the use of mobile health in supportive cancer care: proceedings of the 2019 MASCC Annual Meeting symposium. Support Care Cancer 2020; 28:4059-4067. [DOI: 10.1007/s00520-020-05513-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 05/05/2020] [Indexed: 12/19/2022]
|
26
|
Abstract
Technological advancements in the capabilities of modern smartphones offer tremendous potential to generate big data from small devices that could influence oncologists' decision-making. Here we describe the value of patient-generated health data (PGHD) that can be captured using mobile devices. We comment on the current use of smartphones in oncology clinical research and describe how smartphones will bring big data into the oncology clinic by enabling continuous patient monitoring, information sharing, and personalized clinical decision making in cancer care. Lastly, we describe practical considerations about how we can access and store PGHD in the future, describing how to harness the clinical value of PGHD and comment on the emerging applications for digital biomarkers captured by smartphones.
Collapse
|
27
|
Patients' Perspective on Digital Technologies in Advanced Genitourinary Cancers. Clin Genitourin Cancer 2020; 19:76-82.e6. [PMID: 32527682 DOI: 10.1016/j.clgc.2020.03.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Revised: 03/29/2020] [Accepted: 03/30/2020] [Indexed: 01/08/2023]
Abstract
INTRODUCTION Digital technologies allow for the remote monitoring of cancer patients and thereby close an important care gap. Despite a variety of upcoming digital health-tech solutions, there is little knowledge on uro-oncologic patients' perception of digital technologies in clinical care and cancer trials. PATIENTS AND METHODS A questionnaire was developed to evaluate patients' current use, preferences, and expectations of digital health technology. Patients receiving systemic treatment for urothelial, prostate, and renal-cell carcinoma were included during outpatient visits. RESULTS Ninety-seven patients undergoing systemic therapy for metastatic renal-cell, urothelial, or prostate cancer were included in the final analysis. Internet, smartphone, and wearable user rates were significantly higher in younger patients (100% user rate in age group 40-49 years vs. 38% in age group 80-89 years). Patients were more likely to use wearables in clinical trials when they received the generated data (2.9/5) than when they did not (2.3/5, P < .0001). Interest in activity data (3.7/5) was higher than sleeping data (2.7/5, P < .0001), but desire for sleeping data increases with advancement of treatment lines (3.9, P = .008). Patients prefer a digital follow-up every 2.6 days; younger patients and those receiving advanced therapy lines prefer less frequent follow-up (respectively, every 3.3 days, P = .050, and every 4.0 days, P = .0001). Patients allow a maximum of an average of 2.2 minutes daily for digital follow-up. CONCLUSION We observed high engagement in digital technologies and interest in the data generated by digital devices. However, for the development of future health care applications, aspects such as patient age, gender, and therapy line need to be considered in uro-oncologic patients.
Collapse
|
28
|
Fenech M. Maximising the Opportunities of Artificial Intelligence for People Living With Cancer. Clin Oncol (R Coll Radiol) 2020; 32:e80-e85. [DOI: 10.1016/j.clon.2019.09.053] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 09/17/2019] [Indexed: 01/25/2023]
|
29
|
Broderick JE, May M, Schwartz JE, Li M, Mejia A, Nocera L, Kolatkar A, Ueno NT, Yennu S, Lee JSH, Hanlon SE, Cozzens Philips FA, Shahabi C, Kuhn P, Nieva J. Patient reported outcomes can improve performance status assessment: a pilot study. J Patient Rep Outcomes 2019; 3:41. [PMID: 31313047 PMCID: PMC6635569 DOI: 10.1186/s41687-019-0136-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 06/19/2019] [Indexed: 12/14/2022] Open
Abstract
Background Patient performance status is routinely used in oncology to estimate physical functioning, an important factor in clinical treatment decisions and eligibility for clinical trials. However, validity and reliability data for ratings of performance status have not been optimal. This study recruited oncology patients who were about to begin emetogenic palliative or adjuvant chemotherapy for treatment of solid tumors. We employed actigraphy as the gold standard for physical activity level. Correspondences between actigraphy and oncologists’ and patients’ ratings of performance status were examined and compared with the correspondences of actigraphy and several patient reported outcomes (PROs). The study was designed to determine feasibility of the measurement approaches and if PROs can improve the accuracy of assessment of performance status. Methods Oncologists and patients made performance status ratings at visit 1. Patients wore an actigraph and entered weekly PROs on a smartphone app. Data for days 1–14 after visit 1 were analyzed. Chart reviews were conducted to tabulate all unexpected medical events across days 1–150. Results Neither oncologist nor patient ratings of performance status predicted steps/hour (actigraphy). The PROMIS® Physical Function PRO (average of Days 1, 7, 14) was associated with steps/hour at high (for men) and moderate (for women) levels; the PROMIS® Fatigue PRO predicted steps for men, but not for women. Unexpected medical events occurred in 57% of patients. Only body weight in female patients predicted events; oncologist and patient performance status ratings, steps/hour, and other PROs did not. Conclusions PROMIS® Physical Function and Fatigue PROs show good correspondence with steps/hour making them easy, useful tools for oncologists to improve their assessment of performance status, especially for male patients. Female patients had lower levels of steps/hour than males and lower correlations among the predictors, suggesting the need for further work to improve performance status assessment in women. Assessment of pre-morbid sedentary behavior alongside current Physical Functioning and Fatigue PROs may allow for a more valid determination of disease-related activity level and performance status.
Collapse
Affiliation(s)
- Joan E Broderick
- Dornsife Center for Self-Report Science, University of Southern California, 635 Downey Way, Los Angeles, CA, 90089-3332, USA.
| | - Marcella May
- Dornsife Center for Self-Report Science, University of Southern California, 635 Downey Way, Los Angeles, CA, 90089-3332, USA
| | | | - Ming Li
- Norris Cancer Center, University of Southern California, Los Angeles, USA
| | - Aaron Mejia
- Norris Cancer Center, University of Southern California, Los Angeles, USA
| | - Luciano Nocera
- Department of Computer Sciences, University of Southern California, Los Angeles, USA
| | - Anand Kolatkar
- Department of Biological Sciences, University of Southern California, Los Angeles, USA
| | - Naoto T Ueno
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Sriram Yennu
- Department of Palliative Care Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Jerry S H Lee
- Center for Strategic Scientific Initiatives, National Cancer Institute, Bethesda, USA
| | - Sean E Hanlon
- Center for Strategic Scientific Initiatives, National Cancer Institute, Bethesda, USA
| | | | - Cyrus Shahabi
- Department of Computer Sciences, University of Southern California, Los Angeles, USA
| | - Peter Kuhn
- Norris Cancer Center, University of Southern California, Los Angeles, USA.,Department of Biological Sciences, University of Southern California, Los Angeles, USA
| | - Jorge Nieva
- Norris Cancer Center, University of Southern California, Los Angeles, USA
| |
Collapse
|
30
|
Douma JAJ, Verheul HMW, Buffart LM. Feasibility, validity and reliability of objective smartphone measurements of physical activity and fitness in patients with cancer. BMC Cancer 2018; 18:1052. [PMID: 30373549 PMCID: PMC6206914 DOI: 10.1186/s12885-018-4983-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 10/22/2018] [Indexed: 01/15/2023] Open
Abstract
Background A patient’s physical function plays a leading role in the treatment prescription for patients with cancer. Objective assessments of physical function may be more predictive for treatment tolerability and survival than frequently used subjective measures, such as the Eastern Cooperative Oncology Group/World Health Organization (ECOG/WHO) performance score. The use of smartphones to measure physical activity and fitness may provide an excellent opportunity to objectively estimate a patient’s physical function against low costs and little time. We investigated feasibility, validity and reliability of smartphone measurements of step count and physical fitness in patients with cancer. Methods In total, 72 patients participated. They wore a smartphone for 14 days to measure the mean number of steps per day, concomitant with an accelerometer during the first 7 days. Patients performed a six-minute walk test (6MWT) twice outdoors via a smartphone application and once in a test environment in the hospital. Feasibility was evaluated by the proportion of patients who completed the study as well as smartphone assessments of step count and physical fitness. Validity was assessed with the intraclass correlation coefficient (ICC) between the accelerometer and the first week of the smartphone for step count, and between the 6MWT in the hospital and via the application for physical fitness. Test-retest reliability was assessed with the ICC between step count levels of the first and second week of smartphone assessments, and between the first and second six-minute walk test in the home environment. Results The completeness of smartphone measurements was approximately 90% for step count and 64% for physical fitness assessments. Validity was excellent for step count (ICC = 0.97, p < 0.001) and fair for fitness (ICC = 0.47, p < 0.001). We found excellent test-retest reliability for step count (ICC = 0.91, p < 0.001) and physical fitness (ICC = 0.88, p < 0.001). Conclusions This study showed that objective smartphone measurements of step count in clinical practice are feasible, valid and reliable. These findings indicate that the use of smartphones to objectively assess physical activity in clinical cancer practice is promising and may be used to select patients for treatment and study participation, to monitor patients during treatment and to guide treatment decisions.
Collapse
Affiliation(s)
- Joeri A J Douma
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers (Amsterdam UMC), location VU University Medical Center (VUmc), De Boelelaan 1089a, 1081, HV, Amsterdam, The Netherlands
| | - Henk M W Verheul
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers (Amsterdam UMC), location VU University Medical Center (VUmc), De Boelelaan 1089a, 1081, HV, Amsterdam, The Netherlands
| | - Laurien M Buffart
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam University Medical Centers (Amsterdam UMC), location VU University Medical Center (VUmc), De Boelelaan 1089a, 1081, HV, Amsterdam, The Netherlands. .,Department of Epidemiology & Biostatistics, Amsterdam Public Health research institute, Amsterdam University Medical Centers (Amsterdam UMC), location VU University medical center (VUmc), Amsterdam, The Netherlands.
| |
Collapse
|