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Hu JR, Power JR, Zannad F, Lam CSP. Artificial intelligence and digital tools for design and execution of cardiovascular clinical trials. Eur Heart J 2025; 46:814-826. [PMID: 39626166 DOI: 10.1093/eurheartj/ehae794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 08/28/2024] [Accepted: 11/01/2024] [Indexed: 03/06/2025] Open
Abstract
Recent advances have given rise to a spectrum of digital health technologies that have the potential to revolutionize the design and conduct of cardiovascular clinical trials. Advances in domain tasks such as automated diagnosis and classification, synthesis of high-volume data and latent data from adjacent modalities, patient discovery, telemedicine, remote monitoring, augmented reality, and in silico modelling have the potential to enhance the efficiency, accuracy, and cost-effectiveness of cardiovascular clinical trials. However, early experience with these tools has also exposed important issues, including regulatory barriers, clinical validation and acceptance, technological literacy, integration with care models, and health equity concerns. This narrative review summarizes the landscape of digital tools at each stage of clinical trial planning and execution and outlines roadblocks and opportunities for successful implementation of digital tools in cardiovascular clinical trials.
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Affiliation(s)
- Jiun-Ruey Hu
- Section of Cardiovascular Medicine, School of Medicine, Yale University, New Haven, CT, USA
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - John R Power
- Helmsley Center for Cardiac Electrophysiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Faiez Zannad
- Centre d'Investigation Clinique-Plurithématique Inserm 1433, Centre Hospitalier Regional Universitaire, Université de Lorraine, France
- Inserm U1116, CHRU Nancy Brabois, F-CRIN INI-CRCT (Cardiovascular and Renal Clinical Trialists), France
| | - Carolyn S P Lam
- National Heart Centre Singapore, Duke-National University of Singapore, 5 Hospital Drive, 169609, Singapore, Singapore
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2
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Pal R, Le J, Rudas A, Chiang JN, Williams T, Alexander B, Joosten A, Cannesson M. A review of machine learning methods for non-invasive blood pressure estimation. J Clin Monit Comput 2025; 39:95-106. [PMID: 39305449 DOI: 10.1007/s10877-024-01221-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 09/09/2024] [Indexed: 02/13/2025]
Abstract
Blood pressure is a very important clinical measurement, offering valuable insights into the hemodynamic status of patients. Regular monitoring is crucial for early detection, prevention, and treatment of conditions like hypotension and hypertension, both of which increasing morbidity for a wide variety of reasons. This monitoring can be done either invasively or non-invasively and intermittently vs. continuously. An invasive method is considered the gold standard and provides continuous measurement, but it carries higher risks of complications such as infection, bleeding, and thrombosis. Non-invasive techniques, in contrast, reduce these risks and can provide intermittent or continuous blood pressure readings. This review explores modern machine learning-based non-invasive methods for blood pressure estimation, discussing their advantages, limitations, and clinical relevance.
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Affiliation(s)
- Ravi Pal
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Los Angeles, CA, 90095, USA.
| | - Joshua Le
- Larner College of Medicine, University of Vermont, Burlington, USA
| | - Akos Rudas
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Jeffrey N Chiang
- Department of Computational Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Tiffany Williams
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Brenton Alexander
- Department of Anesthesiology & Perioperative Medicine, University of California San Diego, San Diego, CA, USA
| | - Alexandre Joosten
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Los Angeles, CA, 90095, USA
| | - Maxime Cannesson
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine, University of California Los Angeles, Ronald Reagan UCLA Medical Center, 757 Westwood Plaza, Los Angeles, CA, 90095, USA
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3
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WANG JG. Chinese Guidelines for the Prevention and Treatment of Hypertension (2024 revision). J Geriatr Cardiol 2025; 22:1-149. [PMID: 40151633 PMCID: PMC11937835 DOI: 10.26599/1671-5411.2025.01.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025] Open
Affiliation(s)
- Ji-Guang WANG
- Task Force of the Chinese Hypertension Guidelines; Chinese Hypertension League; Hypertension Branch of the China International Exchange and Promotive Association for Medical and Health Care; Hypertension Branch of the Chinese Geriatrics Society; Hypertension Branch of the Chinese Aging Well Association; Chinese Stroke Association; Chronic and Non-communicable Disease Control and Prevention Center of the Chinese Center for Disease Control and Prevention
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4
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Kario K, Tomitani N, Harada N, Fujiwara T, Hoshide S. Time-Space Network Hypertension in the Digital Era - Update From Jichi Medical University Hypertension Study. Circ J 2025:CJ-24-0926. [PMID: 39864825 DOI: 10.1253/circj.cj-24-0926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Time-space network hypertension is a data science approach that connects diverse information related to hypertension within a time-space framework. This field of academic research aims to predict disease onset and direct effective, individualized, optimized treatments by integrating and analyzing the variability of multiple internal biological and external environmental signals as they relate to blood pressure variability across different time phases. By linking time series changes in blood pressure and biological distribution with multi-environmental and physiological information, enabled by advances in digital technology, the time-space network hypertension approach contributes to "digital hypertension" research. This article from Jichi Medical University provides an update on research relating to the time-space network hypertension approach, which is designed to progress hypertension management towards achieving net zero cardiovascular events.
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Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
| | - Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
| | - Noriko Harada
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
| | - Takeshi Fujiwara
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine
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Siemer CP, Siemer LC, Friedman AL, Alvis BD. Noninvasive Hemodynamic Monitors, What Is New and Old. Adv Anesth 2024; 42:151-170. [PMID: 39443047 DOI: 10.1016/j.aan.2024.07.011] [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: 10/25/2024]
Abstract
This article reviews the evolution of noninvasive hemodynamic monitoring technologies, highlighting their importance in perioperative and critical care settings. Initially dominated by invasive methods, the field has shifted toward noninvasive techniques to reduce risks and improve patient safety. These advancements encompass various technologies, including bioimpedance/bioreactance, pulse contour analysis, and photoplethysmography, offering anesthesiologists dynamic tools for patient management. The article explores historical developments, traditional and advanced noninvasive monitors, and future trends, emphasizing the potential of integrating artificial intelligence and wearable technology in patient care.
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Affiliation(s)
- Christopher P Siemer
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lauren C Siemer
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amy L Friedman
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bret D Alvis
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA.
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Kario K, Williams B, Tomitani N, McManus RJ, Schutte AE, Avolio A, Shimbo D, Wang JG, Khan NA, Picone DS, Tan I, Charlton PH, Satoh M, Mmopi KN, Lopez-Lopez JP, Bothe TL, Bianchini E, Bhandari B, Lopez-Rivera J, Charchar FJ, Tomaszewski M, Stergiou G. Innovations in blood pressure measurement and reporting technology: International Society of Hypertension position paper endorsed by the World Hypertension League, European Society of Hypertension, Asian Pacific Society of Hypertension, and Latin American Society of Hypertension. J Hypertens 2024; 42:1874-1888. [PMID: 39246139 DOI: 10.1097/hjh.0000000000003827] [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: 07/10/2024] [Accepted: 07/10/2024] [Indexed: 09/10/2024]
Abstract
Blood pressure (BP) is a key contributor to the lifetime risk of preclinical organ damage and cardiovascular disease. Traditional clinic-based BP readings are typically measured infrequently and under standardized/resting conditions and therefore do not capture BP values during normal everyday activity. Therefore, current hypertension guidelines emphasize the importance of incorporating out-of-office BP measurement into strategies for hypertension diagnosis and management. However, conventional home and ambulatory BP monitoring devices use the upper-arm cuff oscillometric method and only provide intermittent BP readings under static conditions or in a limited number of situations. New innovations include technologies for BP estimation based on processing of sensor signals supported by artificial intelligence tools, technologies for remote monitoring, reporting and storage of BP data, and technologies for BP data interpretation and patient interaction designed to improve hypertension management ("digital therapeutics"). The number and volume of data relating to new devices/technologies is increasing rapidly and will continue to grow. This International Society of Hypertension position paper describes the new devices/technologies, presents evidence relating to new BP measurement techniques and related indices, highlights standard for the validation of new devices/technologies, discusses the reliability and utility of novel BP monitoring devices, the association of these metrics with clinical outcomes, and the use of digital therapeutics. It also highlights the challenges and evidence gaps that need to be overcome before these new technologies can be considered as a user-friendly and accurate source of novel BP data to inform clinical hypertension management strategies.
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Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Bryan Williams
- University College London (UCL) and National Insitute for Health Research UCL Hospitals Biomedical Research Centre, London, United Kingdom
| | - Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Richard J McManus
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Aletta E Schutte
- School of Population Health, University of New South Wales; The George Institute for Global Health, Sydney, Australia
| | - Alberto Avolio
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Daichi Shimbo
- Hypertension Lab, Columbia University Irving Medical Center, New York, NY, USA
| | - Ji-Guang Wang
- Centre for Epidemiological Studies and Clinical Trials, Shanghai Key Laboratory of Hypertension, Department of Hypertension, Ruijin Hospital, The Shanghai Institute of Hypertension, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Nadia A Khan
- Center for Advancing Health Outcomes, Department of Medicine, University of British Columbia, Vancouver, Canada
| | - Dean S Picone
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
- Menzies Institute for Medical Research, University of Tasmania, Tasmania, Australia
| | - Isabella Tan
- The George Institute for Global Health, University of New South Wales, Sydney, Australia
| | - Peter H Charlton
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Michihiro Satoh
- Division of Public Health, Hygiene and Epidemiology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Keneilwe Nkgola Mmopi
- Department of Biomedical Sciences, Faculty of Medicine. University of Botswana, Gaborone, Botswana
| | - Jose P Lopez-Lopez
- Masira Research Institute, Medical School, Universidad de Santander, Bucaramanga, Colombia
| | - Tomas L Bothe
- Charité - Universitätsmedizin Berlin, Institute of Physiology, Center for Space Medicine and Extreme Environments Berlin, Berlin, Germany
| | - Elisabetta Bianchini
- Institute of Clinical Physiology, Italian National Research Council, Pisa, Italy
| | - Buna Bhandari
- Department of Global Health and Population, Harvard T H Chan School of Public Health, Boston, MA, USA
| | - Jesús Lopez-Rivera
- Unidad de Hipertension arterial, V departamento, Hospital Central San Cristobal, Tachira, Venezuela
| | - Fadi J Charchar
- Health Innovation and Transformation Centre, Federation University Australia, Ballarat
- Department of Physiology, University of Melbourne, Melbourne, Australia
- Department of Cardiovascular Sciences, University of Leicester, Leicester
| | - Maciej Tomaszewski
- Division of Cardiovascular Sciences, Faculty of Medicine, Biology and Health, University of Manchester, Manchester
- Manchester Royal Infirmary, Manchester Academic Health Science Centre, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - George Stergiou
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
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Arriola-Montenegro J, Mutirangura P, Akram H, Tsangaris A, Koukousaki D, Tschida M, Money J, Kosmopoulos M, Harata M, Hughes A, Toth A, Alexy T. Noninvasive biometric monitoring technologies for patients with heart failure. Heart Fail Rev 2024:10.1007/s10741-024-10441-7. [PMID: 39436486 DOI: 10.1007/s10741-024-10441-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/11/2024] [Indexed: 10/23/2024]
Abstract
Heart failure remains one of the leading causes of mortality and hospitalizations in the US that not only impacts quality of life but also poses a significant public health burden. The majority of affected patients are admitted with signs and symptoms of congestion. Despite the initial enthusiasm, traditional remote monitoring strategies focusing primarily on weight gain failed to improve clinical outcomes. Implantable pulmonary artery pressure sensors provide earlier and actionable data, but most patients would favor forgoing an invasive procedure in favor of an alternative, non-invasive monitoring platform. Several devices utilizing different combinations of multiparameter monitoring to reliably detect congestion have recently been developed and are undergoing testing in the clinical setting. Combining these sensors with the power of artificial intelligence and machine learning has the potential to revolutionize remote patient monitoring and early congestion detection and to facilitate timely interventions by the care team to prevent hospitalization. This manuscript provides an objective review of novel, noninvasive, multiparameter remote monitoring platforms that may be tailored to individual heart failure phenotypes, aiming to improve quality of life and survival.
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Affiliation(s)
| | | | - Hassan Akram
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Adamantios Tsangaris
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN, 55127, USA
| | - Despoina Koukousaki
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN, 55127, USA
| | | | - Joel Money
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN, 55127, USA
| | | | - Mikako Harata
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Andrew Hughes
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN, 55127, USA
| | - Andras Toth
- Department of Medical Imaging, University of Pecs, Pecs, Hungary
| | - Tamas Alexy
- Department of Medicine, Division of Cardiology, University of Minnesota, Minneapolis, MN, 55127, USA.
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Marvasti TB, Gao Y, Murray KR, Hershman S, McIntosh C, Moayedi Y. Unlocking Tomorrow's Health Care: Expanding the Clinical Scope of Wearables by Applying Artificial Intelligence. Can J Cardiol 2024; 40:1934-1945. [PMID: 39025363 DOI: 10.1016/j.cjca.2024.07.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 07/20/2024] Open
Abstract
As an integral aspect of health care, digital technology has enabled modelling of complex relationships to detect, screen, diagnose, and predict patient outcomes. With massive data sets, artificial intelligence (AI) can have marked effects on 3 levels: for patients, clinicians, and health systems. In this review, we discuss contemporary AI-enabled wearable devices undergoing research in the field of cardiovascular medicine. These include devices such as smart watches, electrocardiogram patches, and smart textiles such as smart socks and chest sensors for diagnosis, management, and prognostication of conditions such as atrial fibrillation, heart failure, and hypertension as well as monitoring for cardiac rehabilitation. We review the evolution of machine learning algorithms used in wearable devices from random forest models to the use of convolutional neural networks and transformers. We further discuss frameworks for wearable technologies such as the V3-stage process of verification, analytical validation, and clinical validation as well as challenges of AI integration in medicine such as data veracity, validity, and security and provide a reference framework to maintain fairness and equity. Last, clinician and patient perspectives are discussed to highlight the importance of considering end-user feedback in development and regulatory processes.
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Affiliation(s)
- Tina Binesh Marvasti
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada
| | - Yuan Gao
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada
| | - Kevin R Murray
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada
| | - Steve Hershman
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada
| | - Chris McIntosh
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada
| | - Yasbanoo Moayedi
- Ted Rogers Centre for Heart Research, Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada; Ajmera Transplant Centre, University of Toronto, Toronto, Ontario, Canada.
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Sun S, Dutson EP, Geoghegan R. Towards a Wearable Optical Interrogator for Transcutaneous Blood Pressure Measurement via an Implanted Fiber Bragg Grating Sensor. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039314 DOI: 10.1109/embc53108.2024.10782902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Almost half of the adult population in the United States have high blood pressure, however, there is no convenient way for at-home, continuous blood pressure measurements. In this paper, we investigate the potential of a wearable optical interrogator for passive, continuous and wireless transcutaneous blood pressure measurement via an implanted fiber Bragg Grating (FBG) sensor. We established that FBG signal does not get distorted while travelling through ex-vivo tissue and we have designed and validated a prototype of the optical interrogator.
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Leenen JP, Schoonhoven L, Patijn GA. Wearable wireless continuous vital signs monitoring on the general ward. Curr Opin Crit Care 2024; 30:275-282. [PMID: 38690957 DOI: 10.1097/mcc.0000000000001160] [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: 05/03/2024]
Abstract
PURPOSE OF REVIEW Wearable wireless sensors for continuous vital signs monitoring (CVSM) offer the potential for early identification of patient deterioration, especially in low-intensity care settings like general wards. This study aims to review advances in wearable CVSM - with a focus on the general ward - highlighting the technological characteristics of CVSM systems, user perspectives and impact on patient outcomes by exploring recent evidence. RECENT FINDINGS The accuracy of wearable sensors measuring vital signs exhibits variability, especially notable in ambulatory patients within hospital settings, and standard validation protocols are lacking. Usability of CMVS systems is critical for nurses and patients, highlighting the need for easy-to-use wearable sensors, and expansion of the number of measured vital signs. Current software systems lack integration with hospital IT infrastructures and workflow automation. Imperative enhancements involve nurse-friendly, less intrusive alarm strategies, and advanced decision support systems. Despite observed reductions in ICU admissions and Rapid Response Team calls, the impact on patient outcomes lacks robust statistical significance. SUMMARY Widespread implementation of CVSM systems on the general ward and potentially outside the hospital seems inevitable. Despite the theoretical benefits of CVSM systems in improving clinical outcomes, and supporting nursing care by optimizing clinical workflow efficiency, the demonstrated effects in clinical practice are mixed. This review highlights the existing challenges related to data quality, usability, implementation, integration, interpretation, and user perspectives, as well as the need for robust evidence to support their impact on patient outcomes, workflow and cost-effectiveness.
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Affiliation(s)
- Jobbe Pl Leenen
- Connected Care Centre, Isala, Zwolle
- Research Group IT Innovations in Healthcare, Windesheim University of Applied Sciences, Zwolle
| | - Lisette Schoonhoven
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
- School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
| | - Gijs A Patijn
- Connected Care Centre, Isala, Zwolle
- Department of Surgery, Isala, Zwolle, The Netherlands
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Lai K, Wang X, Cao C. A Continuous Non-Invasive Blood Pressure Prediction Method Based on Deep Sparse Residual U-Net Combined with Improved Squeeze and Excitation Skip Connections. SENSORS (BASEL, SWITZERLAND) 2024; 24:2721. [PMID: 38732827 PMCID: PMC11086107 DOI: 10.3390/s24092721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 04/09/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024]
Abstract
Arterial blood pressure (ABP) serves as a pivotal clinical metric in cardiovascular health assessments, with the precise forecasting of continuous blood pressure assuming a critical role in both preventing and treating cardiovascular diseases. This study proposes a novel continuous non-invasive blood pressure prediction model, DSRUnet, based on deep sparse residual U-net combined with improved SE skip connections, which aim to enhance the accuracy of using photoplethysmography (PPG) signals for continuous blood pressure prediction. The model first introduces a sparse residual connection approach for path contraction and expansion, facilitating richer information fusion and feature expansion to better capture subtle variations in the original PPG signals, thereby enhancing the network's representational capacity and predictive performance and mitigating potential degradation in the network performance. Furthermore, an enhanced SE-GRU module was embedded in the skip connections to model and weight global information using an attention mechanism, capturing the temporal features of the PPG pulse signals through GRU layers to improve the quality of the transferred feature information and reduce redundant feature learning. Finally, a deep supervision mechanism was incorporated into the decoder module to guide the lower-level network to learn effective feature representations, alleviating the problem of gradient vanishing and facilitating effective training of the network. The proposed DSRUnet model was trained and tested on the publicly available UCI-BP dataset, with the average absolute errors for predicting systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean blood pressure (MBP) being 3.36 ± 6.61 mmHg, 2.35 ± 4.54 mmHg, and 2.21 ± 4.36 mmHg, respectively, meeting the standards set by the Association for the Advancement of Medical Instrumentation (AAMI), and achieving Grade A according to the British Hypertension Society (BHS) Standard for SBP and DBP predictions. Through ablation experiments and comparisons with other state-of-the-art methods, the effectiveness of DSRUnet in blood pressure prediction tasks, particularly for SBP, which generally yields poor prediction results, was significantly higher. The experimental results demonstrate that the DSRUnet model can accurately utilize PPG signals for real-time continuous blood pressure prediction and obtain high-quality and high-precision blood pressure prediction waveforms. Due to its non-invasiveness, continuity, and clinical relevance, the model may have significant implications for clinical applications in hospitals and research on wearable devices in daily life.
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Affiliation(s)
- Kaixuan Lai
- The Faculty of Printing, Packaging Engineering and Digital Media Technology, Xi’an University of Technology, Xi’an 710048, China; (K.L.); (X.W.)
- The Printing and Packaging Engineering Technology Research Center of Shaanxi Province, Xi’an 710048, China
| | - Xusheng Wang
- The Faculty of Printing, Packaging Engineering and Digital Media Technology, Xi’an University of Technology, Xi’an 710048, China; (K.L.); (X.W.)
- The Printing and Packaging Engineering Technology Research Center of Shaanxi Province, Xi’an 710048, China
| | - Congjun Cao
- The Faculty of Printing, Packaging Engineering and Digital Media Technology, Xi’an University of Technology, Xi’an 710048, China; (K.L.); (X.W.)
- The Printing and Packaging Engineering Technology Research Center of Shaanxi Province, Xi’an 710048, China
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12
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Pan HY, Lee CK, Liu TY, Lee GW, Chen CW, Wang TD. The role of wearable home blood pressure monitoring in detecting out-of-office control status. Hypertens Res 2024; 47:1033-1041. [PMID: 38242946 PMCID: PMC10994837 DOI: 10.1038/s41440-023-01539-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2024]
Abstract
Ambulatory blood pressure (ABP) and home blood pressure (HBP) monitoring is currently recommended for management of hypertension. Nonetheless, traditional HBP protocols could overlook diurnal fluctuations, which could also be linked with adverse cardiovascular outcomes. In this observational study, we studied among a group of treated hypertensive patients (N = 62, age: 52.4 ± 10.4 years) by using out-of-office ABP and wearable HBP. They received one session of 24-h ABP measurement with an oscillometric upper-arm monitor, and totally three sessions of 7-day/6-time-daily wearable HBP measurement separated in each month with HeartGuide. Controlled hypertension is defined as an average BP <130/80 mmHg for both daytime ABP and HBP. There was substantial reliability (intraclass correlation coefficient, ICC 0.883-0.911) and good reproducibility (Cohen's kappa = 0.600) for wearable HBP measurement, especially before breakfast and after dinner. Among all patients, 27.4% had both uncontrolled HBP and ABP, 30.6% had uncontrolled HBP only, while 6.5% had uncontrolled ABP only. Female gender and increased numbers of anti-hypertensive agents are correlated with controlled hypertension. Patients with uncontrolled hypertension had a significantly higher maximal daytime blood pressure, which was previously signified as an imperial marker for cardiovascular risk. In conclusion, wearable HBP monitoring in accordance with a dedicated daily-living schedule results in good reliability and reproducibility. Patients with an uncontrolled wearable HBP should benefit from repeated HBP or ABP measurement for risk stratification.
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Affiliation(s)
- Heng-Yu Pan
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan
| | - Chih-Kuo Lee
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan
| | - Tzu-Yao Liu
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan
| | - Guan-Wei Lee
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan
| | - Chiao-Wei Chen
- Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital Hsinchu Branch, Hsinchu City, Taiwan
| | - Tzung-Dau Wang
- Cardiovascular Center and Divisions of Cardiology and Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei City, Taiwan.
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13
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Tomitani N, Hoshide S, Kario K. Could wristwatch-type wearable oscillometric blood pressure monitoring be a third option for out-of-office blood pressure monitoring? Hypertens Res 2024; 47:1078-1080. [PMID: 38316965 DOI: 10.1038/s41440-024-01604-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 01/17/2024] [Indexed: 02/07/2024]
Affiliation(s)
- Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
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14
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Noh SA, Kim HS, Kang SH, Yoon CH, Youn TJ, Chae IH. History and evolution of blood pressure measurement. Clin Hypertens 2024; 30:9. [PMID: 38556854 PMCID: PMC10983645 DOI: 10.1186/s40885-024-00268-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Accepted: 02/27/2024] [Indexed: 04/02/2024] Open
Abstract
Hypertension is the leading cause of morbidity and mortality worldwide. Hypertension mostly accompanies no symptoms, and therefore blood pressure (BP) measurement is the only way for early recognition and timely treatment. Methods for BP measurement have a long history of development and improvement. Invasive method via arterial cannulation was first proven possible in the 1800's. Subsequent scientific progress led to the development of the auscultatory method, also known as Korotkoff' sound, and the oscillometric method, which enabled clinically available BP measurement. However, hypertension management status is still poor. Globally, less than half of adults are aware of their hypertension diagnosis, and only one-third of them being treated are under control. Novel methods are actively investigated thanks to technological advances such as sensors and machine learning in addition to the clinical needs for easier and more convenient BP measurement. Each method adopts different technologies with its own specific advantages and disadvantages. Promises of novel methods include comprehensive information on out-of-office BP capturing dynamic short-term and long-term fluctuations. However, there are still pitfalls such as the need for regular calibration since most novel methods capture relative BP changes rather than an absolute value. In addition, there is growing concern on their accuracy and precision as conventional validation protocols are inappropriate for cuffless continuous methods. In this article, we provide a comprehensive overview of the past and present of BP measurement methods. Novel and emerging technologies are also introduced with respect to their potential applications and limitations.
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Affiliation(s)
- Su A Noh
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea
| | - Hwang-Soo Kim
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea
| | - Si-Hyuck Kang
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea.
- Department of Internal Medicine, Seoul National University, Seoul, South Korea.
| | - Chang-Hwan Yoon
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea
- Department of Internal Medicine, Seoul National University, Seoul, South Korea
| | - Tae-Jin Youn
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea
- Department of Internal Medicine, Seoul National University, Seoul, South Korea
| | - In-Ho Chae
- Cardiovascular Center, Department of Internal Medicine, Seoul National University Bundang Hospital, 82, Gumi-Ro 173 Beon-Gil, Bundang-Gu, Seongnam-Si, Gyeonggi-Do, 13620, South Korea
- Department of Internal Medicine, Seoul National University, Seoul, South Korea
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15
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Harfmann BD, Neph SE, Gardner MM, Plouffe AA, Vranish JR, Montoye AHK. Comparison of the Omron HeartGuide to the Welch Allyn ProBP 3400 blood pressure monitor. Blood Press Monit 2024; 29:45-54. [PMID: 37702590 DOI: 10.1097/mbp.0000000000000672] [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: 09/14/2023]
Abstract
Hypertension affects approximately 100 million U.S. adults and is the leading single contributing risk factor to all-cause mortality. Accurate blood pressure (BP) measurement is essential in the treatment of BP, and a number of devices exist for monitoring. Recently, a new watch-type design was released, the Omron HeartGuide (BP8000), with claims to provide clinically accurate BP measurement while also tracking activity and sleep similar to smart watches. The aim of this research was done in two studies: (1) evaluation of the HeartGuide device for measurement of resting BP and heart rate (HR); and (2) assessment of the HeartGuide for BP, HR, step-counting and sleep monitoring during activities of daily living. Study 1 compared the Omron HeartGuide to the previously validated Welch Allyn ProBP 3400 following a modified version of the Universal Standard for validation of BP measuring devices set by the AAMI/ESH/ISO. While resting HR measured by the HeartGuide was similar to Welch Allyn measures, both systolic and diastolic BP were significantly lower ( P ≤0.001), with differences of 10.4 (11.1) and 3.2 (10.0) mmHg, respectively. Study 2 compared HeartGuide measures to Welch Allyn measures for BP, HR, steps and sleep during various body positions (supine, seated, standing), physiological stressors (cold pressor test, lower body submersion, exercise), and free-living. The HeartGuide significantly underestimated BP though provided accurate HR during most conditions. It also significantly underestimated steps, but reported sleep measures similar to those subjectively reported. Based on the significant differences between the HeartGuide and Welch Allyn, our data indicate the HeartGuide is not a suitable replacement for existing BP monitors.
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Affiliation(s)
- Brianna D Harfmann
- Department of Integrative Physiology and Health Science, Alma College, Alma, Michigan, USA
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16
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Spatz ES, Ginsburg GS, Rumsfeld JS, Turakhia MP. Wearable Digital Health Technologies for Monitoring in Cardiovascular Medicine. N Engl J Med 2024; 390:346-356. [PMID: 38265646 DOI: 10.1056/nejmra2301903] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Affiliation(s)
- Erica S Spatz
- From the Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT (E.S.S.); the National Institutes of Health, Bethesda, MD (G.S.G.); the University of Colorado School of Medicine, Aurora (J.S.R.); and Meta Platforms, Menlo Park (J.S.R.), the Stanford Center for Digital Health, Stanford University School of Medicine, Stanford (M.P.T.), and iRhythm Technologies, San Francisco (M.P.T.) - all in California
| | - Geoffrey S Ginsburg
- From the Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT (E.S.S.); the National Institutes of Health, Bethesda, MD (G.S.G.); the University of Colorado School of Medicine, Aurora (J.S.R.); and Meta Platforms, Menlo Park (J.S.R.), the Stanford Center for Digital Health, Stanford University School of Medicine, Stanford (M.P.T.), and iRhythm Technologies, San Francisco (M.P.T.) - all in California
| | - John S Rumsfeld
- From the Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT (E.S.S.); the National Institutes of Health, Bethesda, MD (G.S.G.); the University of Colorado School of Medicine, Aurora (J.S.R.); and Meta Platforms, Menlo Park (J.S.R.), the Stanford Center for Digital Health, Stanford University School of Medicine, Stanford (M.P.T.), and iRhythm Technologies, San Francisco (M.P.T.) - all in California
| | - Mintu P Turakhia
- From the Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, CT (E.S.S.); the National Institutes of Health, Bethesda, MD (G.S.G.); the University of Colorado School of Medicine, Aurora (J.S.R.); and Meta Platforms, Menlo Park (J.S.R.), the Stanford Center for Digital Health, Stanford University School of Medicine, Stanford (M.P.T.), and iRhythm Technologies, San Francisco (M.P.T.) - all in California
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17
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Lunardi M, Muhammad F, Shahzad A, Nadeem A, Combe L, Simpkin AJ, Sharif F, Wijns W, McEvoy JW. Performance of wearable watch-type home blood pressure measurement devices in a real-world clinical sample. Clin Res Cardiol 2023:10.1007/s00392-023-02353-7. [PMID: 38112747 DOI: 10.1007/s00392-023-02353-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/29/2023] [Indexed: 12/21/2023]
Abstract
BACKGROUND Independent testing of home blood pressure (BP) measurement (HBPM) devices is often lacking, particularly among older and multi-morbid patients. METHODS We studied the Bpro G2 (using tonometry), Omron HeartGuide (using occlusive oscillometric technology), and Heartisans (using photoplethysmography) wrist watch HBPM devices against a gold standard brachial sphygmomanometer. To test device performance, we used the ISO81060-2 protocol (though this protocol cannot formally validate cuffless devices). We also used linear mixed models to compare adjusted longitudinal BP measurements between devices. Finally, as a surrogate for usability, we recorded instances of device failure where no BP measurement was returned. RESULTS We enrolled 128 participants (median [Q1-Q3] age 53 [40-65] years, 51% male, 46% on antihypertensive drugs), of whom 100 were suitable for the primary analysis. All three devices had mean BP values within 5 mmHg of sphygmomanometry. However, due to insufficient reliability (e.g., wider than accepted standard deviations of mean BP), none of the three devices passed all criteria required by the ISO81060-2 protocol. In adjusted longitudinal analyses, the Omron device also systematically underestimated systolic and diastolic BP (- 8.46 mmHg; 95% CI 6.07, 10.86; p < 0.001; and - 2.53 mmHg; 95% CI - 4.03, - 1.03; p = 0.001; respectively). Nevertheless, compared to the Omron device, BPro and Heartisans devices had increased odds of failure (BPro: odds ratio [OR] 5.24; p < 0.0001; Heartisans: OR 5.61; p < 0.001). CONCLUSIONS While we could not formally validate the cuffless devices, our results show that wearable technologies will require improvements to offer reliable BP assessment. This study also highlights the need for validation protocols specifically designed for cuffless BP measurement technologies.
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Affiliation(s)
- Mattia Lunardi
- Department of Cardiology, Saolta Group, Galway University Hospital, Health Service Executive and University of Galway, Galway, H91 TK33, Ireland
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
- Division of Cardiology, University Hospital of Verona, Verona, Italy
| | - Farooq Muhammad
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
| | - Atif Shahzad
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
| | - Asma Nadeem
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
| | - Lisa Combe
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
| | - Andrew J Simpkin
- School of Mathematics, Statistics and Applied Mathematics, University of Galway, Galway, Ireland
- Insight Centre for Data Analytics, University of Galway, Galway, Ireland
| | - Faisal Sharif
- Department of Cardiology, Saolta Group, Galway University Hospital, Health Service Executive and University of Galway, Galway, H91 TK33, Ireland
| | - William Wijns
- The Smart Sensors Laboratory at the Lambe Institute for Translational Medicine and CURAM, University of Galway, Galway, Ireland
| | - John W McEvoy
- Department of Cardiology, Saolta Group, Galway University Hospital, Health Service Executive and University of Galway, Galway, H91 TK33, Ireland.
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18
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Lee WL, Danaee M, Abdullah A, Wong LP. Is the Blood Pressure-Enabled Smartwatch Ready to Drive Precision Medicine? Supporting Findings From a Validation Study. Cardiol Res 2023; 14:437-445. [PMID: 38187511 PMCID: PMC10769613 DOI: 10.14740/cr1569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 11/08/2023] [Indexed: 01/09/2024] Open
Abstract
Background The popular wrist-worn wearables recording a variety of health metrics such as blood pressure (BP) in real time could play a potential role to advance precision medicine, but these devices are often insufficiently validated for their performance to enhance confidence in its use across diverse populations. The accuracy of BP-enabled smartwatch is assessed among the multi-ethnic Malaysians, and findings is discussed in comparison with conventional automated upper-arm BP device. Methods Validation procedures followed the guidelines by the Association for the Advancement of Medical Instrumentation/European Society of Hypertension/International Organization for Standardization (AAMI/ESH/ISO) Universal Standard (ISO 81060-2:2018). Quota sampling was employed to obtain eligible patients with normal and abnormal BP as per guideline. The measurements of BP were taken at wrist using HUAWEI WATCH D (test BP); and the readings were assessed against reference BP by the mercury sphygmomanometer. Agreement statistics and linear regression analyses were performed. Results BP measurements (234 data pairs) from 78 patients that fulfilled AAMI/ESH/ISO protocol were analyzed. The BP readings taken by the HUAWEI WATCH D were comparable to reference BP by sphygmomanometer based on 1) Criterion 1: systolic blood pressure (SBP) = -0.034 (SD 5.24) and diastolic blood pressure (DBP) = -0.65 (SD 4.66) mm Hg; and 2) Criterion 2: SBPs = -0.034 (SD 4.18) and DBPs = -0.65 (SD 3.94) mm Hg. Factors of sociodemographic characteristics, anthropometric measurements, cardiovascular comorbidities, and wrist hair density were not significantly associated with the mean BP differences. Conclusions HUAWEI WATCH D fulfilled criteria 1 and 2 of the AAMI/ESH/ISO Universal Standard (ISO 81060-2:2018) guidelines. It can be recommended for clinical use across a wider population. The rich data from real-time BP measurements in concurrent with other health-related parameters recorded by the smartwatch wearable offer opportunities to drive precision medicine in tackling therapeutic inertia by personalizing BP control regimen.
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Affiliation(s)
- Wan Ling Lee
- Department of Nursing Science, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Mahmoud Danaee
- Department of Social and Preventive Medicine, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Adina Abdullah
- Department of Primary Care Medicine, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Li Ping Wong
- Department of Social and Preventive Medicine, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
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19
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Chambers KH. The potential role of wearable technology in monitoring and predicting cardiovascular events in high-risk individuals. Rev Port Cardiol 2023; 42:1029-1030. [PMID: 37652121 DOI: 10.1016/j.repc.2023.04.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 04/28/2023] [Indexed: 09/02/2023] Open
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20
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Stergiou GS, Parati G, Kollias A, Schutte AE, Asayama K, Asmar R, Bilo G, de la Sierra A, Dolan E, Filipovsky J, Head G, Kario K, Kyriakoulis KG, Mancia G, Manios E, Menti A, McManus RJ, Mihailidou AS, Muntner P, Niiranen T, Ohkubo T, Omboni S, Protogerou A, Saladini F, Sharman J, Shennan A, Shimbo D, Topouchian J, Wang J, O'Brien E, Palatini P. Requirements for design and function of blood pressure measuring devices used for the management of hypertension: Consensus Statement by the European Society of Hypertension Working Group on Blood Pressure Monitoring and Cardiovascular Variability and STRIDE BP. J Hypertens 2023; 41:2088-2094. [PMID: 37303225 DOI: 10.1097/hjh.0000000000003482] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
OBJECTIVE To develop scientific consensus recommendations for the optimal design and functions of different types of blood pressure (BP) measuring devices used in clinical practice for the detection, management, and long-term follow-up of hypertension. METHODS A scientific consensus meeting was performed by the European Society of Hypertension (ESH) Working Group on BP Monitoring and Cardiovascular Variability and STRIDE BP (Science and Technology for Regional Innovation and Development in Europe) during the 2022 Scientific Meeting of the ESH in Athens, Greece. Manufacturers were also invited to provide their feedback on BP device design and development. Thirty-one international experts in clinical hypertension and BP monitoring contributed to the development of consensus recommendations on the optimal design of BP devices. STATEMENT International consensus was reached on the requirements for the design and features of five types of BP monitors, including office (or clinic) BP monitors, ambulatory BP monitors, home BP monitors, home BP telemonitors, and kiosk BP monitors for public spaces. For each device type "essential" requirements (must have), and "optional" ones (may have) are presented, as well as additional comments on the optimal device design and features. CONCLUSIONS These consensus recommendations aim at providing manufacturers of BP devices with the requirements that are considered mandatory, or optional, by clinical experts involved in the detection and management of hypertension. They are also directed to administrative healthcare personnel involved in the provision and purchase of BP devices so that they can recommend the most appropriate ones.
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Affiliation(s)
- George S Stergiou
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Gianfranco Parati
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy; Istituto Auxologico Italiano, IRCCS, Department of Cardiology, San Luca Hospital, Milan, Italy
| | - Anastasios Kollias
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Aletta E Schutte
- School of Population Health, University of New South Wales, The George Institute for Global Health, Sydney, Australia
| | - Kei Asayama
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Roland Asmar
- Foundation-Medical Research Institutes, Geneva, Switzerland
| | - Grzegorz Bilo
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy; Istituto Auxologico Italiano, IRCCS, Department of Cardiology, San Luca Hospital, Milan, Italy
| | - Alejandro de la Sierra
- Department of Internal Medicine, Hospital Mutua Terrassa, University of Barcelona, Catalonia, Spain
| | - Eamon Dolan
- Stroke and Hypertension Unit, Connolly Hospital, Dublin, Ireland
| | - Jan Filipovsky
- 2nd Department of Internal Medicine, Medical Faculty of Charles University & University Hospital, Pilsen, Czech Republic
| | - Geoffrey Head
- Neuropharmacology Laboratory, Baker Heart and Diabetes Institute, Monash University, Melbourne, Australia
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Konstantinos G Kyriakoulis
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | | | - Efstathios Manios
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Athens, Greece
| | - Ariadni Menti
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Richard J McManus
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK
| | - Anastasia S Mihailidou
- Cardiovascular & Hormonal Research Laboratory, Department of Cardiology and Kolling Institute, Royal North Shore Hospital, Macquarie University, Sydney, Australia
| | - Paul Muntner
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Teemu Niiranen
- National Institute for Health and Welfare, and Department of Medicine, University of Turku and Turku University Hospital, Turku, Finland
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Stefano Omboni
- Clinical Research Unit, Italian Institute of Telemedicine, Varese, Italy
| | - Athanasios Protogerou
- Cardiovascular Prevention and Research Unit, Department of Pathophysiology, Medical School, National and Kapodistrian University of Athens, Athens, Greece
| | | | - James Sharman
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Andrew Shennan
- Department of Women and Children's Health, School of Life Course Sciences, FoLSM, Kings College London, UK
| | - Daichi Shimbo
- Columbia Hypertension Center and Lab, Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
| | - Jirar Topouchian
- Diagnosis and Therapeutic Center, Hotel Dieu Hospital, Paris, France
| | - Jiguang Wang
- The Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Eoin O'Brien
- The Conway Institute, University College Dublin, Ireland
| | - Paolo Palatini
- Studium Patavinum, Department of Medicine, University of Padova, Padua, Italy
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Nakayama A, Ishii N, Mantani M, Samukawa K, Tsuneta R, Marukawa M, Ohno K, Yoshida A, Hasegawa E, Sakamoto J, Hori K, Takahashi S, Komuro K, Hiruma T, Abe R, Norimatsu T, Shimbo M, Tajima M, Nagasaki M, Kawahara T, Nanasato M, Ikemage T, Isobe M. Remote Cardiac Rehabilitation With Wearable Devices. Korean Circ J 2023; 53:727-743. [PMID: 37973385 PMCID: PMC10654413 DOI: 10.4070/kcj.2023.0242] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 09/24/2023] [Indexed: 11/19/2023] Open
Abstract
Although cardiac rehabilitation (CR) has been shown to improve exercise tolerance and prognosis in patients with cardiovascular diseases, there remains low participation in outpatient CR. This may be attributed to the patients' busy schedules and difficulty in visiting the hospital due to distance, cost, avoidance of exercise, and severity of coronary disease. To overcome these challenges, many countries are exploring the possibility of remote CR. Specifically, there is increasing attention on the development of remote CR devices, which allow transmission of vital information to the hospital via a remote CR application linked to a wearable device for telemonitoring by dedicated hospital staff. In addition, remote CR programs can support return to work after hospitalization. Previous studies have demonstrated the effects of remote CR on exercise tolerance. However, the preventive effects of remote CR on cardiac events and mortality remain controversial. Thus, safe and effective remote CR requires exercise risk stratification for each patient, telenursing by skilled staff, and multidisciplinary interventions. Therefore, quality assurance of telenursing and multi-disciplinary interventions will be essential for remote CR. Remote CR may become an important part of cardiac management in the future. However, issues such as cost-effectiveness and insurance coverage still persist.
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Affiliation(s)
- Atsuko Nakayama
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
| | - Noriko Ishii
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Mami Mantani
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Kazumi Samukawa
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Rieko Tsuneta
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
| | - Megumi Marukawa
- Department of Nutrition, Sakakibara Heart Institute, Tokyo, Japan
| | - Kayoko Ohno
- Department of Nutrition, Sakakibara Heart Institute, Tokyo, Japan
| | - Azusa Yoshida
- Department of Psychology, Sakakibara Heart Institute, Tokyo, Japan
| | - Emiko Hasegawa
- Department of Psychology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Psychology and Social Welfare, Seigakuin University, Saitama, Japan
| | - Junko Sakamoto
- Department of Rehabilitation, Sakakibara Heart Institute, Tokyo, Japan
| | - Kentaro Hori
- Department of Rehabilitation, Sakakibara Heart Institute, Tokyo, Japan
| | - Shinya Takahashi
- Department of Cardiology, National Hospital Organization Takasaki General Medical Center, Gunma, Japan
| | - Kaoruko Komuro
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiology, Keio University of Medicine, Tokyo, Japan
| | - Takashi Hiruma
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Ryo Abe
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Togo Norimatsu
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Surgery, Seirei Yokohama Hospital, Kanagawa, Japan
| | - Mai Shimbo
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo, Tokyo, Japan
| | - Miyu Tajima
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Department of Cardiovascular Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Mika Nagasaki
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
- Nagasaki Clinic, Tokyo, Japan
| | - Takuya Kawahara
- Clinical Research Promotion Center, The University of Tokyo Hospital, Tokyo, Japan
| | - Mamoru Nanasato
- Department of Cardiology, Sakakibara Heart Institute, Tokyo, Japan
| | - Toshimi Ikemage
- Department of Nursing, Sakakibara Heart Institute, Tokyo, Japan
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22
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Kario K. Digital hypertension towards to the anticipation medicine. Hypertens Res 2023; 46:2503-2512. [PMID: 37612370 DOI: 10.1038/s41440-023-01409-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 07/19/2023] [Accepted: 07/23/2023] [Indexed: 08/25/2023]
Abstract
"Digital Hypertension" is a new research field proposed by the Japanese Society of Hypertension that integrates digital technology into hypertension management and proactively promotes research activities. This novel approach includes the development of new technologies for better BP management, such as sensors for detecting environmental factors that affect BP, information processing, and machine learning. To facilitate "Digital Hypertension," a more sophisticated BP monitoring system capable of measuring an individual's BP more frequently in various situations would be required. With the use of these technologies, hypertension management could shift from the current "dots" management based on office BP readings during clinic visits to a "line" management system based on seamless home BP or individual BP data taken by a wearable BP monitoring device. DTx is the innovation to change hypertension management from "dots" to "line", completely achieved by wearable BP.
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Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, School of Medicine, Jichi Medical University, Tochigi, Japan.
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23
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Artese AL, Rawat R, Sung AD. The use of commercial wrist-worn technology to track physiological outcomes in behavioral interventions. Curr Opin Clin Nutr Metab Care 2023; 26:534-540. [PMID: 37522804 DOI: 10.1097/mco.0000000000000970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
PURPOSE OF REVIEW The aim of this review is to provide an overview of the use of commercial wrist-worn mobile health devices to track and monitor physiological outcomes in behavioral interventions as well as discuss considerations for selecting the optimal device. RECENT FINDINGS Wearable technology can enhance intervention design and implementation. The use of wrist-worn wearables provides the opportunity for tracking physiological outcomes, thus providing a unique approach for assessment and delivery of remote interventions. Recent findings support the utility, acceptability, and benefits of commercial wrist-worn wearables in interventions, and they can be used to continuously monitor outcomes, remotely administer assessments, track adherence, and personalize interventions. Wrist-worn devices show acceptable accuracy when measuring heart rate, blood pressure, step counts, and physical activity; however, accuracy is dependent on activity type, intensity, and device brand. These factors should be considered when designing behavioral interventions that utilize wearable technology. SUMMARY With the continuous advancement in technology and frequent product upgrades, the capabilities of commercial wrist-worn devices will continue to expand, thus increasing their potential use in intervention research. Continued research is needed to examine and validate the most recent devices on the market to better inform intervention design and implementation.
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Affiliation(s)
| | - Rahul Rawat
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
| | - Anthony D Sung
- Division of Hematologic Malignancies and Cellular Therapy, Department of Medicine, Duke University Medical Center, Durham, North Carolina, USA
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24
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Vaseekaran M, Kaese S, Görlich D, Wiemer M, Samol A. WATCH-BPM-Comparison of a WATCH-Type Blood Pressure Monitor with a Conventional Ambulatory Blood Pressure Monitor and Auscultatory Sphygmomanometry. SENSORS (BASEL, SWITZERLAND) 2023; 23:8877. [PMID: 37960576 PMCID: PMC10650650 DOI: 10.3390/s23218877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/18/2023] [Accepted: 10/29/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Smart devices that are able to measure blood pressure (BP) are valuable for hypertension or heart failure management using digital technology. Data regarding their diagnostic accuracy in comparison to standard noninvasive measurement in accordance to Riva-Rocci are sparse. This study compared a wearable watch-type oscillometric BP monitor (Omron HeartGuide), a wearable watch-type infrared BP monitor (Smart Wear), a conventional ambulatory BP monitor, and auscultatory sphygmomanometry. METHODS Therefore, 159 consecutive patients (84 male, 75 female, mean age 64.33 ± 16.14 years) performed observed single measurements with the smart device compared to auscultatory sphygmomanometry (n = 109) or multiple measurements during 24 h compared to a conventional ambulatory BP monitor on the upper arm (n = 50). The two BP monitoring devices were simultaneously worn on the same arm throughout the monitoring period. In a subgroup of 50 patients, single measurements were also performed with an additional infrared smart device. RESULTS The intraclass correlation coefficient (ICC) between the difference and the mean of the oscillometric Omron HeartGuide and the conventional method for the single measurement was calculated for both systole (0.765) and diastole (0.732). This is exactly how the ICC was calculated for the individual mean values calculated over the 24 h long-term measurement of the individual patients for both systole (0.880) and diastole (0.829). The ICC between the infrared device and the conventional method was "bad" for SBP (0.329) and DBP (0.025). Therefore, no further long-term measurements were performed with the infrared device. CONCLUSION The Omron HeartGuide device provided comparable BP values to the standard devices for single and long-term measurements. The infrared smart device failed to acquire valid measurement data.
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Affiliation(s)
- Mathini Vaseekaran
- Department of Cardiology and Critical Care Medicine, Johannes Wesling University Hospital, 32429 Minden, Germany; (M.V.); (S.K.); (M.W.)
| | - Sven Kaese
- Department of Cardiology and Critical Care Medicine, Johannes Wesling University Hospital, 32429 Minden, Germany; (M.V.); (S.K.); (M.W.)
| | - Dennis Görlich
- Institute of Biostatistics and Clinical Research, University Münster, 48149 Muenster, Germany;
| | - Marcus Wiemer
- Department of Cardiology and Critical Care Medicine, Johannes Wesling University Hospital, 32429 Minden, Germany; (M.V.); (S.K.); (M.W.)
| | - Alexander Samol
- Department of Cardiology and Critical Care Medicine, Johannes Wesling University Hospital, 32429 Minden, Germany; (M.V.); (S.K.); (M.W.)
- Department of Cardiology and Angiology, St. Antonius-Hospital Gronau GmbH, Möllenweg 22, 48599 Gronau, Germany
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25
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Qureshi FM, Golan R, Ghomeshi A, Ramasamy R. An Update on the Use of Wearable Devices in Men's Health. World J Mens Health 2023; 41:785-795. [PMID: 36792091 PMCID: PMC10523121 DOI: 10.5534/wjmh.220205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 12/02/2022] [Accepted: 12/12/2022] [Indexed: 02/01/2023] Open
Abstract
Men's health represents an often-overlooked aspect of public health. Men have higher mortality rates worldwide and are more negatively affected by chronic conditions such as obesity and heart disease, as well as addiction to alcohol and tobacco. Men also have health issues such as prostate cancer and male sexual dysfunction which only affect them. Because of the skewed burden of morbidity and mortality on men, it is imperative from a public health perspective to make a concerted effort to specifically improve men's health. The use of wearable devices in medical practice presents a novel avenue to invest in men's health in a safe, easily scalable, and economic fashion. Wearable devices are now ubiquitous in society, and their use in the healthcare setting is only increasing with time. There are commercially available devices such as smart watches which are available to lay people and healthcare professionals alike to improve overall health and wellness, and there are also purpose-built wearable devices which are used to track or treat a specific disease. In our review of the literature, we found that while research in the field of wearable devices is still in its early stages, there is ample evidence that wearable devices can greatly improve men's health in the long-term.
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Affiliation(s)
- Farhan M Qureshi
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, FL, USA
- Medical Scientist Training Program, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Roei Golan
- Department of Clinical Sciences, Florida State University College of Medicine, Tallahassee, FL, USA
| | - Armin Ghomeshi
- Department of Urology, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, USA
| | - Ranjith Ramasamy
- Desai Sethi Urology Institute, Miller School of Medicine, University of Miami, Miami, FL, USA.
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26
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Kario K. Evidence for the surge blood pressure resonance hypothesis as a trigger for cardiovascular disease events. Hypertens Res 2023; 46:2065-2069. [PMID: 37322131 DOI: 10.1038/s41440-023-01346-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 06/01/2023] [Indexed: 06/17/2023]
Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.
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27
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Petek BJ, Al-Alusi MA, Moulson N, Grant AJ, Besson C, Guseh JS, Wasfy MM, Gremeaux V, Churchill TW, Baggish AL. Consumer Wearable Health and Fitness Technology in Cardiovascular Medicine: JACC State-of-the-Art Review. J Am Coll Cardiol 2023; 82:245-264. [PMID: 37438010 PMCID: PMC10662962 DOI: 10.1016/j.jacc.2023.04.054] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/26/2023] [Accepted: 04/28/2023] [Indexed: 07/14/2023]
Abstract
The use of consumer wearable devices (CWDs) to track health and fitness has rapidly expanded over recent years because of advances in technology. The general population now has the capability to continuously track vital signs, exercise output, and advanced health metrics. Although understanding of basic health metrics may be intuitive (eg, peak heart rate), more complex metrics are derived from proprietary algorithms, differ among device manufacturers, and may not historically be common in clinical practice (eg, peak V˙O2, exercise recovery scores). With the massive expansion of data collected at an individual patient level, careful interpretation is imperative. In this review, we critically analyze common health metrics provided by CWDs, describe common pitfalls in CWD interpretation, provide recommendations for the interpretation of abnormal results, present the utility of CWDs in exercise prescription, examine health disparities and inequities in CWD use and development, and present future directions for research and development.
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Affiliation(s)
- Bradley J Petek
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA; Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon, USA
| | - Mostafa A Al-Alusi
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Nathaniel Moulson
- Division of Cardiology and Sports Cardiology BC, University of British Columbia, Vancouver, British Columbia, Canada
| | - Aubrey J Grant
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Cyril Besson
- Swiss Olympic Medical Center, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Institute for Sport Science, University of Lausanne (ISSUL), Lausanne, Switzerland
| | - J Sawalla Guseh
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Meagan M Wasfy
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Vincent Gremeaux
- Swiss Olympic Medical Center, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Institute for Sport Science, University of Lausanne (ISSUL), Lausanne, Switzerland
| | - Timothy W Churchill
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Aaron L Baggish
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts, USA; Cardiovascular Performance Program, Massachusetts General Hospital, Boston, Massachusetts, USA; Swiss Olympic Medical Center, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Institute for Sport Science, University of Lausanne (ISSUL), Lausanne, Switzerland.
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Williams GJ, Al-Baraikan A, Rademakers FE, Ciravegna F, van de Vosse FN, Lawrie A, Rothman A, Ashley EA, Wilkins MR, Lawford PV, Omholt SW, Wisløff U, Hose DR, Chico TJA, Gunn JP, Morris PD. Wearable technology and the cardiovascular system: the future of patient assessment. Lancet Digit Health 2023; 5:e467-e476. [PMID: 37391266 DOI: 10.1016/s2589-7500(23)00087-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 02/26/2023] [Accepted: 04/19/2023] [Indexed: 07/02/2023]
Abstract
The past decade has seen a dramatic rise in consumer technologies able to monitor a variety of cardiovascular parameters. Such devices initially recorded markers of exercise, but now include physiological and health-care focused measurements. The public are keen to adopt these devices in the belief that they are useful to identify and monitor cardiovascular disease. Clinicians are therefore often presented with health app data accompanied by a diverse range of concerns and queries. Herein, we assess whether these devices are accurate, their outputs validated, and whether they are suitable for professionals to make management decisions. We review underpinning methods and technologies and explore the evidence supporting the use of these devices as diagnostic and monitoring tools in hypertension, arrhythmia, heart failure, coronary artery disease, pulmonary hypertension, and valvular heart disease. Used correctly, they might improve health care and support research.
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Affiliation(s)
- Gareth J Williams
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Abdulaziz Al-Baraikan
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Frank E Rademakers
- Faculty of Medicine, Department of Cardiology, KU Leuven, Leuven, Belgium
| | - Fabio Ciravegna
- Dipartimento di Informatica, Universitàdi Torino, Turin, Italy
| | - Frans N van de Vosse
- Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Allan Lawrie
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
| | - Alexander Rothman
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Academic Directorate of Cardiothoracic Services, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Euan A Ashley
- Department of Medicine, Stanford University, Stanford, CA, US
| | - Martin R Wilkins
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, London, UK
| | - Patricia V Lawford
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Insigneo Institute for In Silico Medicine, University of Sheffield, Sheffield, UK
| | - Stig W Omholt
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway
| | - Ulrik Wisløff
- Department of Circulation and Medical Imaging, Norwegian University of Science and Technology, Trondheim, Norway; School of Human Movement & Nutrition Sciences, University of Queensland, QLD, Australia
| | - D Rodney Hose
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Insigneo Institute for In Silico Medicine, University of Sheffield, Sheffield, UK
| | - Timothy J A Chico
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Insigneo Institute for In Silico Medicine, University of Sheffield, Sheffield, UK; Academic Directorate of Cardiothoracic Services, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK; BHF Data Centre, Health Data Research UK, London, UK
| | - Julian P Gunn
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Insigneo Institute for In Silico Medicine, University of Sheffield, Sheffield, UK; Academic Directorate of Cardiothoracic Services, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Paul D Morris
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK; Insigneo Institute for In Silico Medicine, University of Sheffield, Sheffield, UK; Academic Directorate of Cardiothoracic Services, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
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Kario K, Nishizawa M, Kato M, Ishii H, Uchiyama K, Nagai M, Takahashi N, Asakura T, Shiraiwa T, Yoshida T, Kaneshiro M, Taguchi T, Shiosakai K, Sugimoto K. Nighttime home blood pressure lowering effect of esaxerenone in patients with uncontrolled nocturnal hypertension: the EARLY-NH study. Hypertens Res 2023; 46:1782-1794. [PMID: 37173430 PMCID: PMC10319630 DOI: 10.1038/s41440-023-01292-0] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 05/15/2023]
Abstract
There is limited evidence on the blood pressure (BP)-lowering effect of esaxerenone on home BP, including nighttime BP. Using two newly developed nocturnal home BP monitoring devices (brachial and wrist), this multicenter, open-label, prospective study investigated the nighttime home BP-lowering effect of esaxerenone in patients with uncontrolled nocturnal hypertension being treated with an angiotensin receptor blocker (ARB) or calcium-channel blocker (CCB). In total, 101 patients were enrolled. During the 12-week study period, change in nighttime home systolic/diastolic BP from baseline to end of treatment measured by the brachial device was -12.9/-5.4 mmHg in the total population and -16.2/-6.6 and -10.0/-4.4 mmHg in the ARB and CCB subcohorts, respectively (all p < 0.001). For the wrist device, the change was -11.7/-5.4 mmHg in the total population and -14.6/-6.2 and -8.3/-4.5 mmHg in each subcohort, respectively (all p < 0.001). Similar significant reductions were shown for morning and bedtime home BP and office BP. Urinary albumin-to-creatinine ratio, N-terminal pro-brain natriuretic peptide, and cardio-ankle vascular index improved in the total population and each subcohort. Incidences of treatment-emergent adverse events (TEAEs) and drug-related TEAEs were 38.6% and 16.8%, respectively; most were mild or moderate. The most frequent drug-related TEAEs were associated with serum potassium elevation (hyperkalemia, 9.9%; blood potassium increased, 3.0%); however, no new safety concerns were raised. Esaxerenone was effective in lowering nighttime home BP as well as morning and bedtime home BP and office BP, safe, and showed organ-protective effects in patients with uncontrolled nocturnal hypertension. Caution is warranted regarding elevated serum potassium levels. This study investigated the effect of esaxerenone on nighttime home BP and organ damage (UACR and NT-proBNP) in patients with uncontrolled nocturnal hypertension despite treatment with an ARB or CCB. Our results show that safe 24-h BP control and organ protection are possible with esaxerenone.
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Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Shimotsuke, Japan.
| | | | | | | | | | - Michiaki Nagai
- Department of Cardiology, Hiroshima City Asa Hospital, Hiroshima, Japan
| | | | - Taro Asakura
- Tsuruma Kaneshiro Diabetes Clinic, Yamato, Japan
| | | | - Tetsuro Yoshida
- Department of Cardiovascular Medicine, Onga Nakama Medical Association Onga Hospital, Onga, Japan
| | | | - Takashi Taguchi
- Primary Medical Science Department, Daiichi Sankyo Co., Ltd., Tokyo, Japan
| | | | - Kotaro Sugimoto
- Primary Medical Science Department, Daiichi Sankyo Co., Ltd., Tokyo, Japan
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30
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Sheikh AB, Sobotka PA, Garg I, Dunn JP, Minhas AMK, Shandhi MMH, Molinger J, McDonnell BJ, Fudim M. Blood Pressure Variability in Clinical Practice: Past, Present and the Future. J Am Heart Assoc 2023; 12:e029297. [PMID: 37119077 PMCID: PMC10227216 DOI: 10.1161/jaha.122.029297] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
Abstract
Recent advances in wearable technology through convenient and cuffless systems will enable continuous, noninvasive monitoring of blood pressure (BP), heart rate, and heart rhythm on both longitudinal 24-hour measurement scales and high-frequency beat-to-beat BP variability and synchronous heart rate variability and changes in underlying heart rhythm. Clinically, BP variability is classified into 4 main types on the basis of the duration of monitoring time: very-short-term (beat to beat), short-term (within 24 hours), medium-term (within days), and long-term (over months and years). BP variability is a strong risk factor for cardiovascular diseases, chronic kidney disease, cognitive decline, and mental illness. The diagnostic and therapeutic value of measuring and controlling BP variability may offer critical targets in addition to lowering mean BP in hypertensive populations.
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Affiliation(s)
- Abu Baker Sheikh
- Department of Internal MedicineUniversity of New Mexico Health Sciences CenterAlbuquerqueNMUSA
| | - Paul A. Sobotka
- Division of CardiologyDuke University Medical CenterDurhamNCUSA
| | - Ishan Garg
- Department of Internal MedicineUniversity of New Mexico Health Sciences CenterAlbuquerqueNMUSA
| | - Jessilyn P. Dunn
- Department of Biomedical EngineeringDuke UniversityDurhamNCUSA
- Department of Biostatistics & BioinformaticsDuke UniversityDurhamNCUSA
| | | | | | | | - Barry J. McDonnell
- Department of Biomedical ResearchCardiff Metropolitan UniversitySchool of Sport and Health SciencesCardiffUnited Kingdom
| | - Marat Fudim
- Division of CardiologyDuke University Medical CenterDurhamNCUSA
- Duke Clinical Research InstituteDurhamNCUSA
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31
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Avolio A. The reality and serendipity of cuffless blood pressure monitoring. Hypertens Res 2023:10.1038/s41440-023-01269-z. [PMID: 37016027 DOI: 10.1038/s41440-023-01269-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 03/12/2023] [Indexed: 04/06/2023]
Affiliation(s)
- Alberto Avolio
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
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Parati G, Bilo G, Kollias A, Pengo M, Ochoa JE, Castiglioni P, Stergiou GS, Mancia G, Asayama K, Asmar R, Avolio A, Caiani EG, De La Sierra A, Dolan E, Grillo A, Guzik P, Hoshide S, Head GA, Imai Y, Juhanoja E, Kahan T, Kario K, Kotsis V, Kreutz R, Kyriakoulis KG, Li Y, Manios E, Mihailidou AS, Modesti PA, Omboni S, Palatini P, Persu A, Protogerou AD, Saladini F, Salvi P, Sarafidis P, Torlasco C, Veglio F, Vlachopoulos C, Zhang Y. Blood pressure variability: methodological aspects, clinical relevance and practical indications for management - a European Society of Hypertension position paper ∗. J Hypertens 2023; 41:527-544. [PMID: 36723481 DOI: 10.1097/hjh.0000000000003363] [Citation(s) in RCA: 61] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Blood pressure is not a static parameter, but rather undergoes continuous fluctuations over time, as a result of the interaction between environmental and behavioural factors on one side and intrinsic cardiovascular regulatory mechanisms on the other side. Increased blood pressure variability (BPV) may indicate an impaired cardiovascular regulation and may represent a cardiovascular risk factor itself, having been associated with increased all-cause and cardiovascular mortality, stroke, coronary artery disease, heart failure, end-stage renal disease, and dementia incidence. Nonetheless, BPV was considered only a research issue in previous hypertension management guidelines, because the available evidence on its clinical relevance presents several gaps and is based on heterogeneous studies with limited standardization of methods for BPV assessment. The aim of this position paper, with contributions from members of the European Society of Hypertension Working Group on Blood Pressure Monitoring and Cardiovascular Variability and from a number of international experts, is to summarize the available evidence in the field of BPV assessment methodology and clinical applications and to provide practical indications on how to measure and interpret BPV in research and clinical settings based on currently available data. Pending issues and clinical and methodological recommendations supported by available evidence are also reported. The information provided by this paper should contribute to a better standardization of future studies on BPV, but should also provide clinicians with some indications on how BPV can be managed based on currently available data.
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Affiliation(s)
- Gianfranco Parati
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Grzegorz Bilo
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Anastasios Kollias
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Martino Pengo
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Juan Eugenio Ochoa
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
| | - Paolo Castiglioni
- IRCCS Fondazione Don Carlo Gnocchi, Milan
- Department of Biotechnology and Life Sciences (DBSV), University of Insubria, Varese
| | - George S Stergiou
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | | | - Kei Asayama
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
- Department of Cardiovascular Sciences, University of Leuven, and Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven, Belgium
- Tohoku Institute for the Management of Blood Pressure, Sendai, Japan
| | - Roland Asmar
- Foundation-Medical Research Institutes, Geneva, Switzerland
| | - Alberto Avolio
- Department of Biomedical Sciences, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Enrico G Caiani
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
- Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy
| | - Alejandro De La Sierra
- Hypertension Unit, Department of Internal Medicine, Hospital Mútua Terrassa, University of Barcelona, Barcelona, Spain
| | | | - Andrea Grillo
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Italy
| | - Przemysław Guzik
- Department of Cardiology -Intensive Therapy, University School of Medicine in Poznan, Poznan, Poland
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Geoffrey A Head
- Baker Heart and Diabetes Institute, Melbourne Victoria Australia
| | - Yutaka Imai
- Tohoku Institute for the Management of Blood Pressure, Sendai, Japan
| | - Eeva Juhanoja
- Chronic Disease Prevention Unit, National Institute for Health and Welfare, Turku
- Department of Oncology; Division of Medicine, Turku University Hospital, University of Turku, Turku, Finland
| | - Thomas Kahan
- Karolinska Institute, Department of Clinical Sciences, Division of Cardiovascular Medicine, Department of Cardiology, Danderyd University Hospital Corporation, Stockholm, Sweden
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | | | | | - Konstantinos G Kyriakoulis
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Yan Li
- Department of Cardiovascular Medicine, Shanghai Key Laboratory of Hypertension and Medical Genomics, National Research Centre for Translational Medicine
- Shanghai Institute of Hypertension, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Efstathios Manios
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, School of Medicine, Alexandra Hospital Athens, Greece
| | - Anastasia S Mihailidou
- Department of Cardiology and Kolling Institute, Royal North Shore Hospital, St Leonards; Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | | | - Stefano Omboni
- Clinical Research Unit, Italian Institute of Telemedicine, Varese, Italy
- Department of Cardiology, Sechenov First Moscow State Medical University, Moscow, Russian Federation
| | - Paolo Palatini
- Department of Medicine. University of Padova, Padua, Italy
| | - Alexandre Persu
- Division of Cardiology, Department of Cardiovascular Diseases, Cliniques Universitaires Saint-Luc and Pole of Cardiovascular Research, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
| | - Athanasios D Protogerou
- Cardiovascular Prevention and Research Unit, Department of Pathophysiology, Medical School, National and Kapodistrian University of Athens, Laiko General Hospital, Athens, Greece
| | - Francesca Saladini
- Department of Medicine. University of Padova, Padua, Italy
- Cardiology Unit, Cittadella Town Hospital, Padova, Italy
| | - Paolo Salvi
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
| | - Pantelis Sarafidis
- Department of Nephrology, Hippokration Hospital, Aristotle University of Thessaloniki, Greece
| | - Camilla Torlasco
- Istituto Auxologico Italiano, IRCCS, Department of Cardiovascular Neural and Metabolic Sciences, Milan
| | - Franco Veglio
- Internal Medicine Division and Hypertension Unit, Department of Medical Sciences, University of Turin, Turin, Italy
| | - Charalambos Vlachopoulos
- Hypertension and Cardiometabolic Syndrome Unit, 1 Department of Cardiology, Medical School, National & Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
| | - Yuqing Zhang
- Department of Cardiology, Fu Wai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Barbato E, Azizi M, Schmieder RE, Lauder L, Böhm M, Brouwers S, Bruno RM, Dudek D, Kahan T, Kandzari DE, Lüscher TF, Parati G, Pathak A, Ribichini FL, Schlaich MP, Sharp ASP, Sudano I, Volpe M, Tsioufis C, Wijns W, Mahfoud F. Renal denervation in the management of hypertension in adults. A clinical consensus statement of the ESC Council on Hypertension and the European Association of Percutaneous Cardiovascular Interventions (EAPCI). EUROINTERVENTION 2023; 18:1227-1243. [PMID: 36789560 PMCID: PMC10020821 DOI: 10.4244/eij-d-22-00723] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 11/19/2022] [Indexed: 02/16/2023]
Abstract
Since the publication of the 2018 European Society of Cardiology/European Society of Hypertension (ESC/ESH) Guidelines for the Management of Arterial Hypertension, several high-quality studies, including randomised, sham-controlled trials on catheter-based renal denervation (RDN) were published, confirming both the blood pressure (BP)-lowering efficacy and safety of radiofrequency and ultrasound RDN in a broad range of patients with hypertension, including resistant hypertension. A clinical consensus document by the ESC Council on Hypertension and the European Association of Percutaneous Cardiovascular Interventions (EAPCI) on RDN in the management of hypertension was considered necessary to inform clinical practice. This expert group proposes that RDN is an adjunct treatment option in uncontrolled resistant hypertension, confirmed by ambulatory BP measurements, despite best efforts at lifestyle and pharmacological interventions. RDN may also be used in patients who are unable to tolerate antihypertensive medications in the long term. A shared decision-making process is a key feature and preferably includes a patient who is well informed on the benefits and limitations of the procedure. The decision-making process should take (i) the patient's global cardiovascular (CV) risk and/or (ii) the presence of hypertension-mediated organ damage or CV complications into account. Multidisciplinary hypertension teams involving hypertension experts and interventionalists evaluate the indication and facilitate the RDN procedure. Interventionalists require expertise in renal interventions and specific training in RDN procedures. Centres performing these procedures require the skills and resources to deal with potential complications. Future research is needed to address open questions and investigate the impact of BP-lowering with RDN on clinical outcomes and potential clinical indications beyond hypertension.
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Affiliation(s)
- Emanuele Barbato
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Michel Azizi
- Paris Centre de Recherche Cardiovasculaire, INSERM, Université Paris Cité, Paris, France
- Hypertension Department, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France and FCRIN INI-CRCT, Université de Lorraine, Nancy, France
| | - Roland E Schmieder
- Department of Nephrology and Hypertension, University Hospital Erlangen, Erlangen, Germany and Friedrich Alexander University Erlangen-Nürnberg, Erlangen, Germany
| | - Lucas Lauder
- Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes and Saarland University, Homburg, Germany
| | - Michael Böhm
- Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes and Saarland University, Homburg, Germany
| | - Sofie Brouwers
- Cardiovascular Center Aalst, OLV Hospital Aalst, Aalst, Belgium and Department of Experimental Pharmacology, Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Rosa Maria Bruno
- Paris Centre de Recherche Cardiovasculaire, INSERM, Université Paris Cité, Paris, France
- Pharmacology Unit, AP-HP, Hôpital Européen Georges-Pompidou, Paris, France
| | - Dariusz Dudek
- Institute of Cardiology, Jagiellonian University Medical College, Krakow, Poland and GVM Care & Research, Maria Cecilia Hospital, Cotignola, Italy
| | - Thomas Kahan
- Department of Clinical Sciences, Karolinska Institute, Solna, Sweden and Division of Cardiovascular Medicine, Danderyd Hospital, Stockholm, Sweden and Department of Cardiology, Danderyd University Hospital Corporation, Stockholm, Sweden
| | | | - Thomas F Lüscher
- Department of Cardiology, Royal Brompton and Harefield Hospitals, London, UK, and National Heart and Lung Institute, Imperial College, London, UK, and School of Cardiovascular Medicine and Sciences, Kings College London, London, UK, and Center for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
| | - Gianfranco Parati
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy and Cardiology Unit, Istituto Auxologico Italiano, IRCCS, Milan, Italy
- Department of Cardiovascular Medicine, Centre Hospitalier Princesse Grace, Monte Carlo, Monaco
| | - Atul Pathak
- Department of Cardiovascular Medicine, Centre Hospitalier Princesse Grace, Monte Carlo, Monaco
| | - Flavio L Ribichini
- Division of Cardiology, Department of Medicine, University of Verona, Verona, Italy
| | - Markus P Schlaich
- Dobney Hypertension Centre, Medical School, Perth, WA, Australia, and Royal Perth Hospital Unit, Medical Research Foundation, The University of Western Australia, Perth, WA, Australia and Departments of Cardiology and Nephrology, Royal Perth Hospital, Perth, WA, Australia
| | - Andrew S P Sharp
- Department of Cardiology, University Hospital of Wales, Cardiff, UK
| | - Isabella Sudano
- Department of Cardiology, University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Massimo Volpe
- Department of Cardiology, Sapienza University of Rome, Sant'Andrea Hospital, Rome, Italy
| | - Costas Tsioufis
- 1st Department of Cardiology, National and Kapodistrian University of Athens, Athens, Greece and Hippocratio Hospital, Athens, Greece
| | - William Wijns
- The Lambe Institute for Translational Medicine, Galway, Ireland and University of Galway, Galway, Ireland
- The Smart Sensors Lab, London, UK and CURAM, London, UK
| | - Felix Mahfoud
- Klinik für Innere Medizin III, Universitätsklinikum des Saarlandes and Saarland University, Homburg, Germany
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34
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Wang CF, Wang TY, Kuo PH, Wang HL, Li SZ, Lin CM, Chan SC, Liu TY, Lo YC, Lin SH, Chen YY. Upper-Arm Photoplethysmographic Sensor with One-Time Calibration for Long-Term Blood Pressure Monitoring. BIOSENSORS 2023; 13:321. [PMID: 36979533 PMCID: PMC10046397 DOI: 10.3390/bios13030321] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/16/2023] [Accepted: 02/23/2023] [Indexed: 06/18/2023]
Abstract
Wearable cuffless photoplethysmographic blood pressure monitors have garnered widespread attention in recent years; however, the long-term performance values of these devices are questionable. Most cuffless blood pressure monitors require initial baseline calibration and regular recalibrations with a cuffed blood pressure monitor to ensure accurate blood pressure estimation, and their estimation accuracy may vary over time if left uncalibrated. Therefore, this study assessed the accuracy and long-term performance of an upper-arm, cuffless photoplethysmographic blood pressure monitor according to the ISO 81060-2 standard. This device was based on a nonlinear machine-learning model architecture with a fine-tuning optimized method. The blood pressure measurement protocol followed a validation procedure according to the standard, with an additional four weekly blood pressure measurements over a 1-month period, to assess the long-term performance values of the upper-arm, cuffless photoplethysmographic blood pressure monitor. The results showed that the photoplethysmographic signals obtained from the upper arm had better qualities when compared with those measured from the wrist. When compared with the cuffed blood pressure monitor, the means ± standard deviations of the difference in BP at week 1 (baseline) were -1.36 ± 7.24 and -2.11 ± 5.71 mmHg for systolic and diastolic blood pressure, respectively, which met the first criterion of ≤5 ± ≤8.0 mmHg and met the second criterion of a systolic blood pressure ≤ 6.89 mmHg and a diastolic blood pressure ≤ 6.84 mmHg. The differences in the uncalibrated blood pressure values between the test and reference blood pressure monitors measured from week 2 to week 5 remained stable and met both criteria 1 and 2 of the ISO 81060-2 standard. The upper-arm, cuffless photoplethysmographic blood pressure monitor in this study generated high-quality photoplethysmographic signals with satisfactory accuracy at both initial calibration and 1-month follow-ups. This device could be a convenient and practical tool to continuously measure blood pressure over long periods of time.
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Affiliation(s)
- Ching-Fu Wang
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
- Biomedical Engineering Research and Development Center, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
| | - Ting-Yun Wang
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
- Material and Chemical Research Laboratories, Industrial Technology Research Institute, No. 195, Sec. 4, Chunghsing Rd., Hsinchu 310401, Taiwan
| | - Pei-Hsin Kuo
- Department of Neurology, Hualien Tzu Chi Hospital, Buddhist Tzu chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien 970473, Taiwan
- Department of Neurology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| | - Han-Lin Wang
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
| | - Shih-Zhang Li
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
| | - Chia-Ming Lin
- Microlife Corporation, 9F, No. 431, Ruiguang Rd., Taipei 114063, Taiwan
| | - Shih-Chieh Chan
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
- Microlife Corporation, 9F, No. 431, Ruiguang Rd., Taipei 114063, Taiwan
| | - Tzu-Yu Liu
- Material and Chemical Research Laboratories, Industrial Technology Research Institute, No. 195, Sec. 4, Chunghsing Rd., Hsinchu 310401, Taiwan
| | - Yu-Chun Lo
- The Ph.D. Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, No. 250, Wu-Xing St., Taipei 11031, Taiwan
| | - Sheng-Huang Lin
- Department of Neurology, Hualien Tzu Chi Hospital, Buddhist Tzu chi Medical Foundation, No. 707, Sec. 3, Zhongyang Rd., Hualien 970473, Taiwan
- Department of Neurology, School of Medicine, Tzu Chi University, Hualien 97004, Taiwan
| | - You-Yin Chen
- Department of Biomedical Engineering, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St., Taipei 112304, Taiwan
- The Ph.D. Program in Medical Neuroscience, College of Medical Science and Technology, Taipei Medical University, No. 250, Wu-Xing St., Taipei 11031, Taiwan
- Medical Device Innovation and Translation Center, National Yang Ming Chiao Tung University, Taipei 112304, Taiwan
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35
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Shimosawa T. Quality is not an act, it is a habit-Aristotle. Hypertens Res 2023; 46:1221-1226. [PMID: 36810621 PMCID: PMC9942021 DOI: 10.1038/s41440-023-01234-w] [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: 01/26/2023] [Accepted: 02/03/2023] [Indexed: 02/24/2023]
Abstract
To measure blood pressure precisely and make the data comparable among facilities, measurement methods and devices must be standardized. Since the Minamata Convention on Mercury, there is no metrological standard for sphygmomanometers. The current validation methods recommended by non-profit organizations in Japan, the US, and European Union countries are not necessarily applicable to the clinical setting, and no protocol for daily or routine performance of quality control has been defined. In addition, recent rapid technological advances have enabled monitoring blood pressure at home with wearable devices or without a cuff by using a smartphone app. A clinically relevant validation method for this recent technology is not available. The importance of out-of-office blood pressure measurement is highlighted by guidelines for the diagnosis and treatment of hypertension, but an appropriate protocol for validating a device is required.
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Affiliation(s)
- Tatsuo Shimosawa
- Faculty of Medicine, Department of Clinical Laboratory, International University of Health and Welfare, Narita, Chiba, Japan.
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36
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Han M, Lee YR, Park T, Ihm SH, Pyun WB, Burkard T, Cho MC, Camafort M, Yang E, Stergiou GS, Lee HY, Seo JM. Feasibility and measurement stability of smartwatch-based cuffless blood pressure monitoring: A real-world prospective observational study. Hypertens Res 2023; 46:922-931. [PMID: 36781979 DOI: 10.1038/s41440-023-01215-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 01/04/2023] [Accepted: 01/20/2023] [Indexed: 02/15/2023]
Abstract
Cuffless wearable devices are currently being developed for long-term monitoring of blood pressure (BP) in patients with hypertension and in apparently healthy people. This study evaluated the feasibility and measurement stability of smartwatch-based cuffless BP monitoring in real-world conditions. Users of the first smartwatch-based cuffless BP monitor approved in Korea (Samsung Galaxy Watch) were invited to upload their data from using the device for 4 weeks post calibration. A total of 760 participants (mean age 43.7 ± 11.9, 80.3% men) provided 35,797 BP readings (average monitoring 22 ± 4 days [SD]; average readings 47 ± 42 per participant [median 36]). Each participant obtained 1.5 ± 1.3 readings/day and 19.7% of the participants obtained measurements every day. BP showed considerable variability, mainly depending on the day and time of the measurement. There was a trend towards higher BP levels on Mondays than on other days of the week and on workdays than in weekends. BP readings taken between 00:00 and 04:00 tended to be the lowest, whereas those between 12:00 and 16:00 the highest. The average pre-post calibration error for systolic BP (difference in 7-day BP before and after calibration), was 6.8 ± 5.6 mmHg, and was increased with higher systolic BP levels before calibration. Smartwatch-based cuffless BP monitoring is feasible for out-of-office monitoring in the real-world setting. The stability of BP measurement post calibration and the standardization and optimal time interval for recalibration need further investigation.
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Affiliation(s)
- Minju Han
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea.,Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Young-Ro Lee
- Department of Electrical and Computer Engineering, College of Engineering, Seoul National University, Seoul, South Korea
| | - Taeyoung Park
- Department of Applied Statistics and Department of Statistics and Data Science, Yonsei University, Seoul, Korea
| | - Sang-Hyun Ihm
- Division of Cardiology, Department of Internal Medicine, Bucheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Wook Bum Pyun
- Division of Cardiology, Department of Internal Medicine, Ewha Woman's University Seoul Hospital, Seoul, South Korea
| | - Thilo Burkard
- Medical Outpatient and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, Basel, Switzerland
| | - Myeong-Chan Cho
- Department of Internal Medicine, College of Medicine, Chungbuk National University, Cheongju, Korea
| | - Miguel Camafort
- ESH Excellence Hypertension Center, Department of Internal Medicine, Geriatrics Section, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Eugene Yang
- Division of Cardiology, Department of Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - George S Stergiou
- Hypertension Center STRIDE-7, National and Kapodistrian University of Athens, School of Medicine, Third Department of Medicine, Sotiria Hospital, Athens, Greece
| | - Hae Young Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea. .,Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea.
| | - Jong-Mo Seo
- Department of Electrical and Computer Engineering, College of Engineering, Seoul National University, Seoul, South Korea
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37
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Li J, Frick G, Herberigs K, Matsumura P, Sarkis J, Verberk WJ, Wojcik C. Industry perspectives on the global use of validated blood pressure measuring devices. J Hum Hypertens 2023; 37:130-133. [PMID: 35760957 DOI: 10.1038/s41371-022-00717-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 05/13/2022] [Accepted: 06/14/2022] [Indexed: 11/09/2022]
Abstract
A group of experts from reputable blood pressure measuring device (BPMD) manufacturers was invited to provide industry perspectives on the global use of validated BPMD. The authors support the recommendations of (1) using the consolidated universal ISO 81060-2:2018 in all future validation studies to ensure consistent and trustworthy quality standards; (2) validation studies to be led by investigators independent from the manufacturer; (3) validation study results to be published in peer-reviewed journals with an independent investigator as the corresponding author; and (4) validated BPMDs to be listed on validated device registries such as STRIDE BP, Validated Device Listing (VDL), and others that are backed by acknowledged scientific associations. The authors call for public awareness of the existence of legally marketed consumer BPMDs that lack sufficient evidence of clinical accuracy. Other important issues and future considerations were discussed, including the need: for awareness building and promoting the use of validated BPMDs among practitioners; to identify a non-mercury sphygmomanometer based reference device to validate BPMDs; to include all cuffs available for use with each BPMD in the validation study; for the promotion of validation studies for special patient populations; for validated wrist BPMDs as an alternative for some patients; for technical innovations to help reduce limitations related to the human aspect of validation studies; for validation of cuffless BPMDs; for validation through equivalency to validated base models; and to use validated BPMD in remote patient monitoring programs. A future collaborative to find solutions to support the use of validated BPMD is envisaged.
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Affiliation(s)
- Jim Li
- Omron Healthcare Co., Ltd., Kyoto, Japan.
| | | | | | | | | | - Willem J Verberk
- Microlife AG, Widnau, Switzerland.,Department of Biomedical Engineering, CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
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38
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Tomitani N, Hoshide S, Kario K. Effective out-of-office BP monitoring to detect masked hypertension: perspectives for wearable BP monitoring. Hypertens Res 2023; 46:523-525. [PMID: 36352197 DOI: 10.1038/s41440-022-01080-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 09/17/2022] [Accepted: 09/18/2022] [Indexed: 11/11/2022]
Affiliation(s)
- Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
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39
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Li MX, Li Y. Office and out-of-office blood pressure measurement using an all-in-one device. Hypertens Res 2023; 46:1058-1060. [PMID: 36690810 DOI: 10.1038/s41440-022-01154-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 12/12/2022] [Indexed: 01/24/2023]
Affiliation(s)
- Ming-Xuan Li
- Department of Cardiovascular Medicine, The Shanghai Institute of Hypertension, Shanghai Key Laboratory of Hypertension, National Research Centre for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yan Li
- Department of Cardiovascular Medicine, The Shanghai Institute of Hypertension, Shanghai Key Laboratory of Hypertension, National Research Centre for Translational Medicine, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
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40
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Parati G, Goncalves A, Soergel D, Bruno RM, Caiani EG, Gerdts E, Mahfoud F, Mantovani L, McManus RJ, Santalucia P, Kahan T. New perspectives for hypertension management: progress in methodological and technological developments. Eur J Prev Cardiol 2023; 30:48-60. [PMID: 36073370 DOI: 10.1093/eurjpc/zwac203] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 07/21/2022] [Accepted: 09/05/2022] [Indexed: 01/14/2023]
Abstract
Hypertension is the most common and preventable risk factor for cardiovascular disease (CVD), accounting for 20% of deaths worldwide. However, 2/3 of people with hypertension are undiagnosed, untreated, or under treated. A multi-pronged approach is needed to improve hypertension management. Elevated blood pressure (BP) in childhood is a predictor of hypertension and CVD in adulthood; therefore, screening and education programmes should start early and continue throughout the lifespan. Home BP monitoring can be used to engage patients and improve BP control rates. Progress in imaging technology allows for the detection of preclinical disease, which may help identify patients who are at greatest risk of CV events. There is a need to optimize the use of current BP control strategies including lifestyle modifications, antihypertensive agents, and devices. Reducing the complexity of pharmacological therapy using single-pill combinations can improve patient adherence and BP control and may reduce physician inertia. Other strategies that can improve patient adherence include education and reassurance to address misconceptions, engaging patients in management decisions, and using digital tools. Strategies to improve physician therapeutic inertia, such as reminders, education, physician-peer visits, and task-sharing may improve BP control rates. Digital health technologies, such as telemonitoring, wearables, and other mobile health platforms, are becoming frequently adopted tools in hypertension management, particularly those that have undergone regulatory approval. Finally, to fight the consequences of hypertension on a global scale, healthcare system approaches to cardiovascular risk factor management are needed. Government policies should promote routine BP screening, salt-, sugar-, and alcohol reduction programmes, encourage physical activity, and target obesity control.
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Affiliation(s)
- Gianfranco Parati
- Department of Cardiovascular, Neural and Metabolic Sciences, Istituto Auxologico Italiano IRCCS, Ospedale San Luca, Piazzale Brescia 20, 20149 Milano, Italy.,Department of Medicine and Surgery, University of Milano-Bicocca, Via Cadore 48, 20900 Monza (MB), Italy
| | | | - David Soergel
- Cardiovascular, Renal, and Metabolic Drug Development, Novartis, Basel, CH 4056, Switzerland
| | - Rosa Maria Bruno
- Paris Cardiovascular Research Centre (PARCC-INSERM U970) & Université de Paris, Paris 75015, France
| | - Enrico Gianluca Caiani
- Politecnico di Milano, Electronics, Information and Bioengineering Department, Institute of Electronics, Computer and Telecommunication Engineering (IEIIT), National Research Council of Italy (CNR), Milan 20133 & 24-10129, Italy
| | - Eva Gerdts
- Department of Clinical Science, University of Bergen, Bergen NO-5020, Norway
| | - Felix Mahfoud
- Department of Internal Medicine III, Cardiology, Angiology, Intensive Care Medicine, Saarland University Hospital, Homburg 66123, Germany
| | - Lorenzo Mantovani
- Value-based Healthcare Unit, IRCCS MultiMedica Research Hospital, University of Milan, Milan, Italy
| | - Richard J McManus
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford OX2 6HD, UK
| | - Paola Santalucia
- Italian Association Against Thrombosis and Cardiovascular Diseases (ALT Onlus), Milan 20123, Italy
| | - Thomas Kahan
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm SE 182 88, Sweden.,Department of Cardiology, Danderyd University Hospital Corp, Stockholm SE 182 88, Sweden
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41
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McLaurin NN, Wang T, Chen LS, Tanaka H. A new and specific automated blood pressure device for exercise stress testing. J Hum Hypertens 2023; 37:150-154. [PMID: 36456722 PMCID: PMC9713731 DOI: 10.1038/s41371-022-00784-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 11/14/2022] [Accepted: 11/22/2022] [Indexed: 12/03/2022]
Abstract
Blood pressure (BP) measurement plays a critical role in cardiac stress testing and is most commonly assessed manually. The emphasis of social distancing during the COVID-19 pandemic has renewed the interest in and the need for an automated BP device for incremental exercise stress testing. We assessed the accuracy of a new automated blood pressure device specifically manufactured for cardiac stress testing. Thirty-five adults aged 35 ± 16 years were studied during an incremental stress test on the cycle ergometer. Three observers measured BP simultaneously, two listening to Korotkoff sounds using a dual-headed stethoscope and one using headphones to listen to sounds generated by an automated BP device. With increasing workload, systolic BP increased progressively without significant differences in BP readings between any observer compared with the automated monitor at any stage during exercise. Systolic BP obtained with the BP machine was strongly correlated with those obtained by the stethoscope observers (r = 0.96) and the observer with headphones (r = 0.95). Diastolic BP obtained with the BP machine was moderately and significantly associated with those obtained by the stethoscope observers (r = 0.75) and the observer with headphones (r = 0.75). The automated BP monitor specifically made for cardiac stress testing accurately measured both systolic and diastolic blood pressure during exercise.
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Affiliation(s)
- Natalie N. McLaurin
- grid.89336.370000 0004 1936 9924Cardiovascular Aging Research Laboratory, Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX 78712 USA
| | - Tianyu Wang
- grid.89336.370000 0004 1936 9924Cardiovascular Aging Research Laboratory, Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX 78712 USA
| | - Lin-Sheng Chen
- grid.89336.370000 0004 1936 9924Cardiovascular Aging Research Laboratory, Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX 78712 USA
| | - Hirofumi Tanaka
- Cardiovascular Aging Research Laboratory, Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX, 78712, USA.
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42
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Khan Mamun MMR, Sherif A. Advancement in the Cuffless and Noninvasive Measurement of Blood Pressure: A Review of the Literature and Open Challenges. BIOENGINEERING (BASEL, SWITZERLAND) 2022; 10:bioengineering10010027. [PMID: 36671599 PMCID: PMC9854981 DOI: 10.3390/bioengineering10010027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022]
Abstract
Hypertension is a chronic condition that is one of the prominent reasons behind cardiovascular disease, brain stroke, and organ failure. Left unnoticed and untreated, the deterioration in a health condition could even result in mortality. If it can be detected early, with proper treatment, undesirable outcomes can be avoided. Until now, the gold standard is the invasive way of measuring blood pressure (BP) using a catheter. Additionally, the cuff-based and noninvasive methods are too cumbersome or inconvenient for frequent measurement of BP. With the advancement of sensor technology, signal processing techniques, and machine learning algorithms, researchers are trying to find the perfect relationships between biomedical signals and changes in BP. This paper is a literature review of the studies conducted on the cuffless noninvasive measurement of BP using biomedical signals. Relevant articles were selected using specific criteria, then traditional techniques for BP measurement were discussed along with a motivation for cuffless measurement use of biomedical signals and machine learning algorithms. The review focused on the progression of different noninvasive cuffless techniques rather than comparing performance among different studies. The literature survey concluded that the use of deep learning proved to be the most accurate among all the cuffless measurement techniques. On the other side, this accuracy has several disadvantages, such as lack of interpretability, computationally extensive, standard validation protocol, and lack of collaboration with health professionals. Additionally, the continuing work by researchers is progressing with a potential solution for these challenges. Finally, future research directions have been provided to encounter the challenges.
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Affiliation(s)
| | - Ahmed Sherif
- School of Computing Sciences and Computer Engineering, The University of Southern Mississippi, Hattiesburg, MS 39406, USA
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43
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Bhanvadia SB, Brar MS, Delavar A, Tavakoli K, Saseendrakumar BR, Weinreb RN, Zangwill LM, Baxter SL. Assessing Usability of Smartwatch Digital Health Devices for Home Blood Pressure Monitoring among Glaucoma Patients. INFORMATICS (MDPI) 2022; 9:79. [PMID: 36873830 PMCID: PMC9980658 DOI: 10.3390/informatics9040079] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Glaucoma is a leading cause of blindness worldwide. Blood pressure (BP) dysregulation is a known risk factor, and home-based BP monitoring is increasingly used, but the usability of digital health devices to measure BP among glaucoma patients is not well studied. There may be particular usability challenges among this group, given that glaucoma disproportionately affects the elderly and can cause visual impairment. Therefore, the goal of this mixed-methods study was to assess the usability of a smart watch digital health device for home BP monitoring among glaucoma patients. Adult participants were recruited and given a smartwatch blood pressure monitor for at-home use. The eHEALS questionnaire was used to determine baseline digital health literacy. After a week of use, participants assessed the usability of the BP monitor and related mobile app using the Post-study System Usability Questionnaire (PSSUQ) and the System Usability Scale (SUS), standardized instruments to measure usability in health information technology interventions. Variations in scores were evaluated using ANOVA and open-ended responses about participants' experience were analyzed thematically. Overall, usability scores corresponded to the 80th-84th percentile, although older patients endorsed significantly worse usability based on quantitative scores and additionally provided qualitative feedback describing some difficulty using the device. Usability for older patients should be considered in the design of digital health devices for glaucoma given their disproportionate burden of disease and challenges in navigating digital health technologies, although the overall high usability scores for the device demonstrates promise for future clinical applications in glaucoma risk stratification.
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Affiliation(s)
- Sonali B. Bhanvadia
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Manreet S. Brar
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Arash Delavar
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Kiana Tavakoli
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Bharanidharan Radha Saseendrakumar
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
| | - Robert N. Weinreb
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
| | - Linda M. Zangwill
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
| | - Sally L. Baxter
- Hamilton Glaucoma Center, Division of Ophthalmology Informatics and Data Science, Viterbi Family Department of Ophthalmology, Shiley Eye Institute, University of California San Diego, La Jolla, CA 92093, USA
- Health Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093, USA
- Correspondence: ; Tel.: +1-(858)-246-4604
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Proposal of a Novel Framework in Korea for a Total Safe-Care Fitness Solution in the COVID-19 Era. SCI 2022. [DOI: 10.3390/sci4040045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Physical activity is a crucial factor for maintaining not only physical health status, but vast amounts of research have shown its link with better mental health. Supporting the use of gyms for the safety of its practitioners is vital in the new norm and living with COVID-19. Therefore, in this study we show research supporting the development of a framework for a Total Safe-Care Fitness Solution based on a multimodal COVID-19 tracking system integrating computer vision and data from wearable sensors. We propose a framework with three areas that need to be integrated: a COVID-19 vaccine and health status recognition system (QR code scan prior to entry to the gym, and physiological signals monitored by a smart-band and a health questionnaire filled in prior to entry to the gym); an accident detection system (video and smart-band based); and a gym-user digital tracking system (CCTV and smart-band based). We show the proposed architecture for the integration of these systems and provide practical tips on how to implement it in testbeds for feasibility testing. To the best of our knowledge, this is the first proposed COVID-19 tracking system of use in gyms that includes a predictive model for accident detection for safer exercise participation through health monitoring.
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Konstantinidis D, Iliakis P, Tatakis F, Thomopoulos K, Dimitriadis K, Tousoulis D, Tsioufis K. Wearable blood pressure measurement devices and new approaches in hypertension management: the digital era. J Hum Hypertens 2022; 36:945-951. [PMID: 35322181 PMCID: PMC8942176 DOI: 10.1038/s41371-022-00675-z] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 02/13/2022] [Accepted: 03/09/2022] [Indexed: 11/09/2022]
Abstract
Out-of-office blood pressure (BP) measurement is considered an integral component of the diagnostic algorithm and management of hypertension. In the era of digitalization, a great deal of wearable BP measuring devices has been developed. These digital blood pressure monitors allow frequent BP measurements with minimal annoyance to the patient while they do promise radical changes regarding the diagnostic accuracy, as the importance of making an accurate diagnosis of hypertension has become evident. By increasing the number of BP measurements in different conditions, these monitors allow accurate identification of different clinical phenotypes, such as masked hypertension and pathological BP variability, that seem to have a negative impact on cardiovascular prognosis. Frequent measurements of BP and the incorporation of new features in BP variability, both enable well-rounded interpretation of BP data in the context of real-life settings. This article is a review of all different technologies and wearable BP monitoring devices.
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Affiliation(s)
- D Konstantinidis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece.
| | - P Iliakis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
| | - F Tatakis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
| | - K Thomopoulos
- Department of Cardiology, Helena Venizelou Hospital, Athens, Greece
| | - K Dimitriadis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
| | - D Tousoulis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
| | - K Tsioufis
- First Cardiology Clinic, Medical School, National and Kapodistrian University of Athens, Hippokration Hospital, Athens, Greece
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Wang L, Xian H, Guo J, Li W, Wang J, Chen Q, Fu X, Li H, Chen Q, Zhang W, Chen Y. A novel blood pressure monitoring technique by smart HUAWEI WATCH: A validation study according to the ANSI/AAMI/ISO 81060-2:2018 guidelines. Front Cardiovasc Med 2022; 9:923655. [PMID: 36304535 PMCID: PMC9592900 DOI: 10.3389/fcvm.2022.923655] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 09/26/2022] [Indexed: 12/03/2022] Open
Abstract
Background Given the rapid innovation of wearable technology, additional physical indicators can be detected, and blood pressure (BP) has become the focus of many emerging medical-device manufacturers. This study aimed to validate the accuracy of the newly developed HUAWEI WATCH in BP monitoring, according to the American National Standards Institute/Association for the Advancement of Medical Instrumentation/International Organization for Standardization (ANSI/AAMI/ISO 81060-2:2018) guidelines. Materials and methods The same arm sequential BP measurement was applied. One validation included four reference BP measurements taken simultaneously by two independent observers using a mercury sphygmomanometer, alternating with three test-watch measurements. Each test-watch measurement was compared against the average of the previous and subsequent reference BP readings. Two criteria were required for validation: (1) a mean BP difference of 5 mm Hg or less, with a standard deviation (SD) of 8 mm Hg or less for systolic blood pressure (SBP) and diastolic blood pressure (DBP) in the 255 pairs of measurements, and (2) an SD for the of 85 averaged BP differences within the threshold defined by the mean test-reference BP difference listed in the ANSI/AAMI/ISO 81060-2:2018 guidelines. Results The mean age of the 85 participants was 48 ± 18 years (range: 21–85), and 53 (62.4%) were male. The mean differences between the test and reference BPs were -0.25 ± 5.62 mm Hg and -1.33 ± 6.81 mm Hg for SBP and DBP, respectively (according to Criterion 1). The mean differences between the test BPs and reference BPs were -0.25 ± 5.00 mm Hg and -1.33 ± 6.31 mm Hg for SBP and DBP, respectively, according to Criterion 2. Conclusion Blood pressure measurement using the HUAWEI WATCH showed excellent consistency with reference BPs, and fulfilled both validation criteria of the guidelines, show its promise as a wearable device for BP self-monitoring.
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Affiliation(s)
- Lili Wang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China,Department of Cardiology, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, National Center for Cardiovascular Diseases, Beijing, China
| | - Hong Xian
- Department of Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiajun Guo
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Weihao Li
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiaqi Wang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qing Chen
- Huawei Device Co., Ltd., Shenzhen, China
| | - Xiaoyu Fu
- Huawei Device Co., Ltd., Shenzhen, China
| | - Hongbao Li
- Huawei Device Co., Ltd., Shenzhen, China
| | - Qin Chen
- Huawei Device Co., Ltd., Shenzhen, China
| | - Wei Zhang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China,*Correspondence: Wei Zhang,
| | - Yucheng Chen
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu, Sichuan, China,Yucheng Chen,
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Groppelli A, Rafanelli M, Testa GD, Agusto S, Rivasi G, Ungar A, Carbone E, Soranna D, Zambon A, Brignole M, Parati G. Feasibility of Blood Pressure Measurement With a Wearable (Watch-Type) Monitor During Impending Syncopal Episodes. J Am Heart Assoc 2022; 11:e026420. [PMID: 35929469 PMCID: PMC9496316 DOI: 10.1161/jaha.122.026420] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Background We assessed the reliability and feasibility of blood pressure (BP) measurements by means of a new wearable watch‐type BP monitor (HeartGuide) in detecting episodes of hypotensive (pre)syncope induced by tilt table test. Methods and Results An intrapatient comparison between systolic BP (SBP) measured by means of the HeartGuide device and noninvasive finger beat‐to‐beat BP monitoring was undertaken both at baseline in supine position and repeatedly during tilt table test in patients evaluated for reflex syncope. Intrapatient fall of systolic BP from baseline was measured. Eighty‐one patients (mean age, 61±19 years; 46 women) were included. Overall, HeartGuide was able to yield BP values at the time of BP nadir in 58 (72%) patients (average HeartGuide SBP 102±18 mm Hg, versus finger SBP 101±19 mm Hg). Compared with baseline, the maximum SBP decrease was on average −28.5±27.8 and −30.3±33.9 mm Hg respectively (Lin's concordance correlation coefficient=0.78, r=0.79, P=0.001). In the subgroup of 38 patients with tilt table test induced (pre)syncope, the average HeartGuide SBP during symptoms was 97±16 mm Hg, and the finger SBP was 94±18 mm Hg. Compared with baseline, the maximum SBP decrease was on average −35.2±29.3 and −43.3±31.8 mm Hg, respectively (Lin's concordance correlation coefficient=0.83, r=0.87, P=0.001). Conclusions Our data indicate that the HeartGuide BP monitor can detect low BP during presyncope and that its measure of SBP change is consistent with that simultaneously obtained through continuous BP monitoring, despite some intrapatient variability. Thus, this device might be useful in determining the hypotensive nature of spontaneous (pre)syncopal symptoms, a possibility that should be verified by field studies.
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Affiliation(s)
- Antonella Groppelli
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy
| | - Martina Rafanelli
- Syncope Unit, Division of Geriatric and Intensive Care Medicine University of Florence and Azienda Ospedaliero Universitaria Careggi Florence Italy
| | - Giuseppe Dario Testa
- Syncope Unit, Division of Geriatric and Intensive Care Medicine University of Florence and Azienda Ospedaliero Universitaria Careggi Florence Italy
| | - Samuele Agusto
- Syncope Unit, Division of Geriatric and Intensive Care Medicine University of Florence and Azienda Ospedaliero Universitaria Careggi Florence Italy
| | - Giulia Rivasi
- Syncope Unit, Division of Geriatric and Intensive Care Medicine University of Florence and Azienda Ospedaliero Universitaria Careggi Florence Italy
| | - Andrea Ungar
- Syncope Unit, Division of Geriatric and Intensive Care Medicine University of Florence and Azienda Ospedaliero Universitaria Careggi Florence Italy
| | - Erika Carbone
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy
| | - Davide Soranna
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy
| | - Antonella Zambon
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy.,Department of Statistics University of Milano-Bicocca Milan Italy
| | - Michele Brignole
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy
| | - Gianfranco Parati
- IRCCS Istituto Auxologico Italiano, Faint & Fall Programme, Cardiology Unit and Department of Cardiology San Luca Hospital Milan Italy.,Department of Medicine and Surgery University of Milano Bicocca Milan Italy
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Tomitani N, Kanegae H, Kario K. Self-monitoring of psychological stress-induced blood pressure in daily life using a wearable watch-type oscillometric device in working individuals with hypertension. Hypertens Res 2022; 45:1531-1537. [PMID: 35672456 DOI: 10.1038/s41440-022-00946-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 04/14/2022] [Accepted: 04/22/2022] [Indexed: 11/09/2022]
Abstract
This study investigated psychological stress-induced blood pressure (BP) elevation according to self-measured data obtained by a wearable watch-type oscillometric device for multiple days in 50 working hypertension patients (mean ± SD age: 60.5 ± 8.9 years; 92.0% men; 96% treated for hypertension). Participants were asked to self-measure their BPs at five predetermined times as well as at any additional time points at their own discretion under ambulatory conditions for a maximum of 7 days. At the time of each BP measurement, participants self-reported their location, emotion, and degree of stress. A total of 1220 BP readings with self-reported situational information were obtained from 50 participants over 5.5 ± 1.2 days. Systolic BP (SBP) and diastolic BP (DBP) measured during moments of self-reported negative emotions (i.e., anger, tension, anxiety, or sadness) were significantly higher (5.0 ± 1.3 and 2.0 ± 0.8 mmHg, both p < 0.05) than those during moments of self-reported positive emotions (i.e., happiness or calm). SBP/DBP were significantly increased under a moderate or high degree of stress by [4.5 ± 1.1]/[2.5 ± 0.7] and [10.2 ± 3.0]/[4.7 ± 1.8] mmHg, respectively. As a result, it was estimated that SBP/DBP increased 15.2/8.5 mmHg in the presence of highly stressful negative emotions. In conclusion, self-measurement of BP monitoring with a wearable device for multiple days is a feasible method to detect daily stress-induced BP elevation in working adults.
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Affiliation(s)
- Naoko Tomitani
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Hiroshi Kanegae
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.,Genki Plaza Medical Center for Health Care, Tokyo, Japan
| | - Kazuomi Kario
- Division of Cardiovascular Medicine, Department of Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.
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Wang TD, Chiang CE, Chao TH, Cheng HM, Wu YW, Wu YJ, Lin YH, Chen MYC, Ueng KC, Chang WT, Lee YH, Wang YC, Chu PH, Chao TF, Kao HL, Hou CJY, Lin TH. 2022 Guidelines of the Taiwan Society of Cardiology and the Taiwan Hypertension Society for the Management of Hypertension. ACTA CARDIOLOGICA SINICA 2022; 38:225-325. [PMID: 35673334 PMCID: PMC9121756 DOI: 10.6515/acs.202205_38(3).20220321a] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 03/22/2022] [Indexed: 11/23/2022]
Abstract
Hypertension is the most important modifiable cause of cardiovascular (CV) disease and all-cause mortality worldwide. Despite the positive correlations between blood pressure (BP) levels and later CV events since BP levels as low as 100/60 mmHg have been reported in numerous epidemiological studies, the diagnostic criteria of hypertension and BP thresholds and targets of antihypertensive therapy have largely remained at the level of 140/90 mmHg in the past 30 years. The publication of both the SPRINT and STEP trials (comprising > 8,500 Caucasian/African and Chinese participants, respectively) provided evidence to shake this 140/90 mmHg dogma. Another dogma regarding hypertension management is the dependence on office (or clinic) BP measurements. Although standardized office BP measurements have been widely recommended and adopted in large-scale CV outcome trials, the practice of office BP measurements has never been ideal in real-world practice. Home BP monitoring (HBPM) is easy to perform, more likely to be free of environmental and/or emotional stress, feasible to document long-term BP variations, of good reproducibility and reliability, and more correlated with hypertension-mediated organ damage (HMOD) and CV events, compared to routine office BP measurements. In the 2022 Taiwan Hypertension Guidelines of the Taiwan Society of Cardiology (TSOC) and the Taiwan Hypertension Society (THS), we break these two dogmas by recommending the definition of hypertension as ≥ 130/80 mmHg and a universal BP target of < 130/80 mmHg, based on standardized HBPM obtained according to the 722 protocol. The 722 protocol refers to duplicate BP readings taken per occasion ("2"), twice daily ("2"), over seven consecutive days ("7"). To facilitate implementation of the guidelines, a series of flowcharts encompassing assessment, adjustment, and HBPM-guided hypertension management are provided. Other key messages include that: 1) lifestyle modification, summarized as the mnemonic S-ABCDE, should be applied to people with elevated BP and hypertensive patients to reduce life-time BP burden; 2) all 5 major antihypertensive drugs (angiotensin-converting enzyme inhibitors [A], angiotensin receptor blockers [A], β-blockers [B], calcium-channel blockers [C], and thiazide diuretics [D]) are recommended as first-line antihypertensive drugs; 3) initial combination therapy, preferably in a single-pill combination, is recommended for patients with BP ≥ 20/10 mmHg above targets; 4) a target hierarchy (HBPM-HMOD- ambulatory BP monitoring [ABPM]) should be considered to optimize hypertension management, which indicates reaching the HBPM target first and then keeping HMOD stable or regressed, otherwise ABPM can be arranged to guide treatment adjustment; and 5) renal denervation can be considered as an alternative BP-lowering strategy after careful clinical and imaging evaluation.
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Affiliation(s)
- Tzung-Dau Wang
- Cardiovascular Center and Divisions of Cardiology and Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital
- Department of Internal Medicine, School of Medicine, National Taiwan University College of Medicine
| | - Chern-En Chiang
- General Clinical Research Center and Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital
- School of Medicine, National Yang Ming Chiao Tung University, Taipei
| | - Ting-Hsing Chao
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan
| | - Hao-Min Cheng
- School of Medicine, Institute of Public Health and Community Medicine Research Center, and Institute of Health and Welfare Policy, National Yang Ming Chiao Tung University
- Center for Evidence-based Medicine, Department of Medical Education, Taipei Veterans General Hospital, Taipei
| | - Yen-Wen Wu
- School of Medicine, National Yang Ming Chiao Tung University, Taipei
- Division of Cardiology, Cardiovascular Medical Center, and Department of Nuclear Medicine, Far Eastern Memorial Hospital
| | - Yih-Jer Wu
- Department of Medicine, Mackay Medical College, New Taipei City
- Cardiovascular Center, Department of Internal Medicine, MacKay Memorial Hospital
| | - Yen-Hung Lin
- Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei
| | - Michael Yu-Chih Chen
- Division of Cardiology, Department of Internal Medicine, Buddhist Tzu Chi General Hospital, Hualien
| | - Kwo-Chang Ueng
- Department of Internal Medicine, Chung-Shan Medical University Hospital, Taichung
| | - Wei-Ting Chang
- Division of Cardiology, Department of Internal Medicine, Chi-Mei Medical Center, Tainan
| | - Ying-Hsiang Lee
- Department of Medicine, Mackay Medical College, New Taipei City
- Cardiovascular Center, Department of Internal Medicine, MacKay Memorial Hospital
| | - Yu-Chen Wang
- Division of Cardiology, Department of Medicine, Asia University Hospital
- Department of Medical Laboratory Science and Biotechnology, Asia University
- Division of Cardiology, Department of Internal Medicine, China Medical University College of Medicine and Hospital, Taichung
| | - Pao-Hsien Chu
- Department of Cardiology, Chang Gung Memorial Hospital
- School of Medicine, Chang Gung University, Taoyuan
| | - Tzu-Fan Chao
- Division of Cardiology, Department of Medicine, Taipei Veterans General Hospital
- Institute of Clinical Medicine and Cardiovascular Research Center, National Yang Ming Chiao Tung University, Taipei
| | - Hsien-Li Kao
- Department of Internal Medicine, School of Medicine, National Taiwan University College of Medicine
- Cardiovascular Center and Division of Cardiology, Department of Internal Medicine, National Taiwan University Hospital, Taipei
| | - Charles Jia-Yin Hou
- Department of Medicine, Mackay Medical College, New Taipei City
- Cardiovascular Center, Department of Internal Medicine, MacKay Memorial Hospital
| | - Tsung-Hsien Lin
- Division of Cardiology, Department of Internal Medicine Kaohsiung Medical University Hospital
- Faculty of Medicine and Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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Abstract
Current hypertension guidelines recommend using the average values of several blood pressure (BP) readings obtained both in and out of the office for the diagnosis and management of hypertension. In-office BP measurement using an upper-arm cuff constitutes the evidence-based reference method for current BP classification and treatment targets. However, out-of-office BP evaluation using 24 h ambulatory or home BP monitoring is recommended by all major medical associations for obtaining further insights into the BP profile of an individual and how it relates to their daily activities. Importantly, the highly variable nature of office and out-of-office BP readings has been widely acknowledged, including the association of BP variability with cardiovascular outcomes. However, to date, the implications of BP variability on cardiovascular outcomes have largely been ignored, with limited application in clinical practice. Novel cuffless wearable technologies might provide a detailed assessment of the 24 h BP profile and behaviour over weeks or months. These devices offer many advantages for researchers and patients compared with traditional BP monitors, but their accuracy and utility remain uncertain. In this Review, we outline and compare conventional and novel methods and techniques for assessing average BP levels and BP variability, and reflect on the utility and potential of these methods for improving the treatment and management of patients with hypertension. The most commonly available blood pressure (BP) monitoring devices are useful for capturing a snapshot BP value, but most have limited utility in measuring BP variability. In this Review, Schutte and colleagues outline the advantages and disadvantages of conventional and novel techniques to measure average BP levels and BP variability. Although the dynamic nature of blood pressure (BP) is well-known, hypertension guidelines recommend using the average values of static BP readings (office or out-of-office), specifically aiming to level the fluctuations and peaks in BP readings. All current BP measurement methods have imperfect reproducibility owing to the continuous fluctuation in BP readings, making it difficult to accurately diagnose hypertension. Accumulating evidence from clinical trials, large registries and meta-analyses shows that increased BP variability predicts cardiovascular outcome, independently of the average BP values. To date, BP variability is overlooked, with limited application in clinical practice, probably owing to a variety of complex non-standardized BP variability assessment methods and indices, and uncertain thresholds and clinical usefulness. Novel cuffless wearable BP technologies can provide very large numbers of readings for days and months without the discomfort of traditional BP monitoring devices, and have the potential to replace current BP methods, once accuracy issues are resolved and their clinical usefulness is proved.
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