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Miyakoshi T, Ito YM. Assessing the current utilization status of wearable devices in clinical research. Clin Trials 2024; 21:470-482. [PMID: 38486348 DOI: 10.1177/17407745241230287] [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] [Indexed: 08/09/2024]
Abstract
BACKGROUND/AIMS Information regarding the use of wearable devices in clinical research, including disease areas, intervention techniques, trends in device types, and sample size targets, remains elusive. Therefore, we conducted a comprehensive review of clinical research trends related to wristband wearable devices in research planning and examined their applications in clinical investigations. METHODS As this study identified trends in the adoption of wearable devices during the planning phase of clinical research, including specific disease areas and targeted number of intervention cases, we searched ClinicalTrials.gov-a prominent platform for registering and disseminating clinical research. Since wrist-worn devices represent a large share of the market, we focused on wrist-worn devices and selected the most representative models among them. The main analysis focused on major wearable devices to facilitate data analysis and interpretation, but other wearables were also surveyed for reference. We searched ClinicalTrials.gov with the keywords "ActiGraph,""Apple Watch,""Empatica,""Fitbit,""Garmin," and "wearable devices" to obtain studies published up to 21 August 2022. This initial search yielded 3214 studies. After excluding duplicate National Clinical Trial studies (the overlap was permissible among different device types except for wearable devices), our analysis focused on 2930 studies, including simple, time-series, and type-specific assessments of various variables. RESULTS Overall, an increasing number of clinical studies have incorporated wearable devices since 2012. While ActiGraph and Fitbit initially dominated this landscape, the use of other devices has steadily increased, constituting approximately 10% of the total after 2015. Observational studies outnumbered intervention studies, with behavioral and device-based interventions being particularly prevalent. Regarding disease types, cancer and cardiovascular diseases accounted for approximately 20% of the total. Notably, 114 studies adopted multiple devices simultaneously within the context of their clinical investigations. CONCLUSIONS Our findings revealed that the utilization of wearable devices for data collection and behavioral interventions in various disease areas has been increasing over time since 2012. The increase in the number of studies over the past 3 years has been particularly significant, suggesting that this trend will continue to accelerate in the future. Devices and their evaluation methods that have undergone thorough validation, confirmed their accuracy, and adhered to established legal regulations will likely assume a pivotal role in evaluations, allowing for remote clinical trials. Moreover, behavioral intervention therapy utilizing apps is becoming more extensive, and we expect to see more examples that will lead to their approval as programmed medical devices in the future.
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Affiliation(s)
- Takashi Miyakoshi
- Department of Health Data Science, Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Yoichi M Ito
- Data Science Center, Promotion Unit, Institute of Health Science Innovation for Medical Care, Hokkaido University Hospital, Sapporo, Japan
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Rodríguez MÁ, Crespo I, Guerra B, Del Valle M, Olmedillas H. Tailored Exercise Prescription According to Pharmacokinetic Compatibility: A New Horizon in Precision Medicine? Curr Sports Med Rep 2024; 23:4-6. [PMID: 38180069 DOI: 10.1249/jsr.0000000000001129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Affiliation(s)
| | | | - Borja Guerra
- Molecular and Translational Pharmacology Lab, Institute for Biomedical and Health Research (IUIBS), University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria, SPAIN
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Effects of ranolazine on various outcomes in patients with stable angina: an updated meta-analysis. Hellenic J Cardiol 2022; 71:26-32. [PMID: 36481415 DOI: 10.1016/j.hjc.2022.12.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/24/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVE We determined the effect of ranolazine vs. placebo in angina patients on 1) selective measures of the ischemic burden, 2) cardiovascular outcomes, including atrial fibrillation incidence, 3) the in-treatment glycohemoglobin levels and the permanent discontinuations because of side effects, and 4) the achieved between-arms blood pressure and heart rate difference. METHODS PubMed and Cochrane Collaboration Library databases were searched for eligible trials until end of September 2020. Trial quality was assessed by the Rob2 tool. Risk ratios or achieved mean differences during follow-up and 95% confidence interval (CI) of categorical or continuous outcomes, respectively, were calculated (random-effects model). The relationship between discontinuation rates and ranolazine's mean dose was investigated by meta-regression analysis. RESULTS We selected 18 trials (n = 12,995 patients in patients with macro or microvascular coronary heart disease. Achieved blood pressure and heart rate at rest were not different between randomized arms. Ranolazine administration compared to placebo was associated with an increase of 1) total exercise duration by 30 seconds (95% CI, 18-42), 2) time to 1 mm ST-segment depression by 44 seconds (95% CI, 30-54), and 3) time to angina onset by 40 seconds (95% CI, 30-54). On average, the incidence of atrial fibrillation was reduced by 25% following ranolazine treatment compared to placebo, while glycohemoglobin showed a mean decrease of 0.4% (95% CI, 0.3-0.5%). DISCUSSION Ranolazine remains an effective anti-ischemic drug, increases the angina-free exercise duration, delays the onset of ST-segment depression. The beneficial effects of ranolazine are extended to atrial fibrillation reduction rates and better glycemic control.
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Ganesananthan S, Rajkumar CA, Foley M, Thompson D, Nowbar AN, Seligman H, Petraco R, Sen S, Nijjer S, Thom SA, Wensel R, Davies J, Francis D, Shun-Shin M, Howard J, Al-Lamee R. Cardiopulmonary exercise testing and efficacy of percutaneous coronary intervention: a substudy of the ORBITA trial. Eur Heart J 2022; 43:3132-3145. [PMID: 35639660 PMCID: PMC9433310 DOI: 10.1093/eurheartj/ehac260] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 03/10/2022] [Accepted: 05/06/2022] [Indexed: 01/10/2023] Open
Abstract
AIMS Oxygen-pulse morphology and gas exchange analysis measured during cardiopulmonary exercise testing (CPET) has been associated with myocardial ischaemia. The aim of this analysis was to examine the relationship between CPET parameters, myocardial ischaemia and anginal symptoms in patients with chronic coronary syndrome and to determine the ability of these parameters to predict the placebo-controlled response to percutaneous coronary intervention (PCI). METHODS AND RESULTS Patients with severe single-vessel coronary artery disease (CAD) were randomized 1:1 to PCI or placebo in the ORBITA trial. Subjects underwent pre-randomization treadmill CPET, dobutamine stress echocardiography (DSE) and symptom assessment. These assessments were repeated at the end of a 6-week blinded follow-up period.A total of 195 patients with CPET data were randomized (102 PCI, 93 placebo). Patients in whom an oxygen-pulse plateau was observed during CPET had higher (more ischaemic) DSE score [+0.82 segments; 95% confidence interval (CI): 0.40 to 1.25, P = 0.0068] and lower fractional flow reserve (-0.07; 95% CI: -0.12 to -0.02, P = 0.011) compared with those without. At lower (more abnormal) oxygen-pulse slopes, there was a larger improvement of the placebo-controlled effect of PCI on DSE score [oxygen-pulse plateau presence (Pinteraction = 0.026) and oxygen-pulse gradient (Pinteraction = 0.023)] and Seattle angina physical-limitation score [oxygen-pulse plateau presence (Pinteraction = 0.037)]. Impaired peak VO2, VE/VCO2 slope, peak oxygen-pulse, and oxygen uptake efficacy slope was significantly associated with higher symptom burden but did not relate to severity of ischaemia or predict response to PCI. CONCLUSION Although selected CPET parameters relate to severity of angina symptoms and quality of life, only an oxygen-pulse plateau detects the severity of myocardial ischaemia and predicts the placebo-controlled efficacy of PCI in patients with single-vessel CAD.
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Affiliation(s)
- Sashiananthan Ganesananthan
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Christopher A Rajkumar
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Michael Foley
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | | | - Alexandra N Nowbar
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
| | - Henry Seligman
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Ricardo Petraco
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Sayan Sen
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Sukhjinder Nijjer
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Simon A Thom
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
| | - Roland Wensel
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- DRK-Kliniken-Berlin and Charité Berlin, Germany
| | | | - Darrel Francis
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Matthew Shun-Shin
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - James Howard
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - Rasha Al-Lamee
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital, Du Cane Road W12 0HS, London, UK
- Imperial College Healthcare NHS Trust, London, UK
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d'Entremont MA, Couture ÉL, Connelly K, Walling A, Jolly SS, Valettas N, Tsang MB, Mampuya W, Poirier P, Huynh T. Management of the master endurance athlete with stable coronary artery disease. Can J Cardiol 2022; 38:1450-1453. [PMID: 35489669 DOI: 10.1016/j.cjca.2022.04.013] [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: 03/07/2022] [Revised: 04/05/2022] [Accepted: 04/17/2022] [Indexed: 11/02/2022] Open
Abstract
Master endurance athletes are individuals > 35 years of age who either train for or participate in competitions. Considering the potential burden of coronary artery disease in this population, clinicians should be aware of the inherent dangers of exercise. A tailored approach with shared decision-making, balancing risks and benefits of exercise, is recommended to ensure safe exercise in these individuals.
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Affiliation(s)
| | - Étienne L Couture
- Centre Hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke (QC), Canada
| | - Kim Connelly
- Keenan Research Center, Li Ka Shing Knowledge Institute, St. Michael's Hospital, University of Toronto, Toronto (ON), Canada; Department of Physiology, University of Toronto, Toronto (ON), Canada; Division of Cardiology, St. Michael's Hospital, University of Toronto, Toronto (ON), Canada
| | - Ann Walling
- Sir Mortimer B. Davis Jewish General Hospital, Montreal (QC), Canada
| | - Sanjit S Jolly
- McGill Health University Center, Montreal (QC), Canada; Division of Cardiology, Department of Medicine, McMaster University, Hamilton Health Sciences, Hamilton (ON), Canada
| | - Nicholas Valettas
- Division of Cardiology, Department of Medicine, McMaster University, Hamilton Health Sciences, Hamilton (ON), Canada
| | - Micheal B Tsang
- Division of Cardiology, Department of Medicine, McMaster University, Hamilton Health Sciences, Hamilton (ON), Canada
| | - Warner Mampuya
- Centre Hospitalier Universitaire de Sherbrooke (CHUS), Sherbrooke (QC), Canada
| | - Paul Poirier
- Institut Universitaire de Cardiologie et de Pneumologie de Québec (IUCPQ), Québec (QC), Canada
| | - Thao Huynh
- McGill Health University Center, Montreal (QC), Canada.
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