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Jensen MT, Treskes RW, Caiani EG, Casado-Arroyo R, Cowie MR, Dilaveris P, Duncker D, Di Rienzo M, Frederix I, De Groot N, Kolh PH, Kemps H, Mamas M, McGreavy P, Neubeck L, Parati G, Platonov PG, Schmidt-Trucksäss A, Schuuring MJ, Simova I, Svennberg E, Verstrael A, Lumens J. ESC working group on e-cardiology position paper: use of commercially available wearable technology for heart rate and activity tracking in primary and secondary cardiovascular prevention-in collaboration with the European Heart Rhythm Association, European Association of Preventive Cardiology, Association of Cardiovascular Nursing and Allied Professionals, Patient Forum, and the Digital Health Committee. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2021; 2:49-59. [PMID: 36711174 PMCID: PMC9753086 DOI: 10.1093/ehjdh/ztab011] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/11/2021] [Accepted: 02/04/2021] [Indexed: 02/01/2023]
Abstract
Commercially available health technologies such as smartphones and smartwatches, activity trackers and eHealth applications, commonly referred to as wearables, are increasingly available and used both in the leisure and healthcare sector for pulse and fitness/activity tracking. The aim of the Position Paper is to identify specific barriers and knowledge gaps for the use of wearables, in particular for heart rate (HR) and activity tracking, in clinical cardiovascular healthcare to support their implementation into clinical care. The widespread use of HR and fitness tracking technologies provides unparalleled opportunities for capturing physiological information from large populations in the community, which has previously only been available in patient populations in the setting of healthcare provision. The availability of low-cost and high-volume physiological data from the community also provides unique challenges. While the number of patients meeting healthcare providers with data from wearables is rapidly growing, there are at present no clinical guidelines on how and when to use data from wearables in primary and secondary prevention. Technical aspects of HR tracking especially during activity need to be further validated. How to analyse, translate, and interpret large datasets of information into clinically applicable recommendations needs further consideration. While the current users of wearable technologies tend to be young, healthy and in the higher sociodemographic strata, wearables could potentially have a greater utility in the elderly and higher-risk population. Wearables may also provide a benefit through increased health awareness, democratization of health data and patient engagement. Use of continuous monitoring may provide opportunities for detection of risk factors and disease development earlier in the causal pathway, which may provide novel applications in both prevention and clinical research. However, wearables may also have potential adverse consequences due to unintended modification of behaviour, uncertain use and interpretation of large physiological data, a possible increase in social inequality due to differential access and technological literacy, challenges with regulatory bodies and privacy issues. In the present position paper, current applications as well as specific barriers and gaps in knowledge are identified and discussed in order to support the implementation of wearable technologies from gadget-ology into clinical cardiology.
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Affiliation(s)
- Magnus T Jensen
- Department of Cardiology, Copenhagen University Hospital Amager & Hvidovre, Kettegaard Alle 30, 2650 Hvidovre, Denmark
| | - Roderick W Treskes
- Department of Cardiology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, the Netherlands
| | - Enrico G Caiani
- Department of Electronics, Information and Biomedical Engineering, Politecnico di Milano, Via Ponzio 34/5, 20133 Milan, Italy
- National Council of Research, Institute of Electronics, Information and Telecomunication Engineering, Milan, Italy
| | - Ruben Casado-Arroyo
- Department of Cardiology, Erasme Hospital, Université Libre de Bruxelles, Route de Lennik 808, 1070 Brussels, Belgium
| | - Martin R Cowie
- Department of Cardiology, Royal Bromptom Hospital, Sydney St, Chelsea, London SW3 6NP, UK
| | - Polychronis Dilaveris
- Department of Cardiology, Hippokration Hospital, 114 Vas. Sofias avenue, 11527, Athens, Greece
| | - David Duncker
- Department of Cardiology and Angiology, Hannover Heart Rhythm Center, Hannover Medical School, Carl-Neuberg-Straße 1, 30625 Hannover, Germany
| | - Marco Di Rienzo
- Department of Biomedical Technology, IRCCS Fondazione Don Carlo Gnocchi, 20121 Milano, Italy
| | - Ines Frederix
- Department of Cardiology, Jessa Hospital, Salvatorstraat 20, 3500 Hasselt, Belgium
- Department of Cardiology, Antwerp University Hospital, Drie Eikenstraat 655, 2650 Edegm, Belgium
- Faculty of Medicine & Life Sciences, Hasselt University, Martelarenlaan 42, 3500 Hasselt, Belgium
- Faculty of Medicine & Health Sciences, Antwerp University, Campus Drie Eiken, Building S, Universiteitsplein 1, 2610 WILRIJK, Antwerp, Belgium
| | - Natasja De Groot
- Department of Cardiology, Erasmus University Medical Center, Doctor Molewaterplein 40, 3015 GD Rotterdam, The Netherlands
| | - Philippe H Kolh
- Department of Cardiovascular Surgery, University Hospital Liege, Quai Paul van Hoegaerden 2, 4000 Liege, Belgium
| | - Hareld Kemps
- Department of Cardiology, Maxima Medical Centre, Dominee Theodor Fliednerstraat 1, 5631 BM Eindhoven, The Netherlands
- Department of Industrial Design, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands
| | - Mamas Mamas
- Academic Department of Cardiology, Royal Stoke Hospital, University Hospital North Midlands, Newcastle Rd, Stoke-on-Trent ST4 6QG, UK
| | - Paul McGreavy
- ESC Patient’s Platform, European Society of Cardiology, Sophia Antipolis Cedex, France
| | - Lis Neubeck
- School of Health and Social Care, Edinburgh Napier University, 9 Sighthill Ct, Edinburgh EH11 4BN, UK
| | - Gianfranco Parati
- Department of Medicine and Surgery, University of Milano-Bicocca & Istituto Auxologico Italiano, IRCCS, Piazza dell'Ateneo Nuovo, 1, 20126 Milano MI, Italy
- Department of Cardiovascular, Neural and Metabolic Sciences, San Luca Hospital, Piazzale Brescia 20, Milano, Italy
| | - Pyotr G Platonov
- Department of Cardiology, Clinical Sciences, Lund University Hosptial, EA-blocket, 221 85 Lund, Sweden
| | - Arno Schmidt-Trucksäss
- Department of Sport, Exercise and Health, University of Basel, Birsstrasse 320 B, 4052 Basel, Switzerland
| | - Mark J Schuuring
- Department of Cardiology, Amsterdam University Medical Center, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands
| | - Iana Simova
- Cardiology Clinic, Heart and Brain—University Hospital, One, G. M. Dimitrov Blvd. Sofia 1172, Pleven, Bulgaria
| | - Emma Svennberg
- Department of Cardiology, Karolinska University Hospital, Anna Steckséns gata 41, 171 64 Solna, Stockholm, Sweden
- Department of Clinical Sciences Danderyd University Hospital, 171 77 Stockholm, Sweden
| | - Axel Verstrael
- ESC Patient’s Platform, European Society of Cardiology, Sophia Antipolis Cedex, France
| | - Joost Lumens
- CARIM School for Cardiovascular Diseases, Maastricht University Medical Center, Duboisdomein 30, 6229 GT Maastricht, the Netherlands
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Ding X, Clifton D, Ji N, Lovell NH, Bonato P, Chen W, Yu X, Xue Z, Xiang T, Long X, Xu K, Jiang X, Wang Q, Yin B, Feng G, Zhang YT. Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic. IEEE Rev Biomed Eng 2021; 14:48-70. [PMID: 32396101 DOI: 10.1109/rbme.2020.2992838] [Citation(s) in RCA: 96] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Coronavirus disease 2019 (COVID-19) has emerged as a pandemic with serious clinical manifestations including death. A pandemic at the large-scale like COVID-19 places extraordinary demands on the world's health systems, dramatically devastates vulnerable populations, and critically threatens the global communities in an unprecedented way. While tremendous efforts at the frontline are placed on detecting the virus, providing treatments and developing vaccines, it is also critically important to examine the technologies and systems for tackling disease emergence, arresting its spread and especially the strategy for diseases prevention. The objective of this article is to review enabling technologies and systems with various application scenarios for handling the COVID-19 crisis. The article will focus specifically on 1) wearable devices suitable for monitoring the populations at risk and those in quarantine, both for evaluating the health status of caregivers and management personnel, and for facilitating triage processes for admission to hospitals; 2) unobtrusive sensing systems for detecting the disease and for monitoring patients with relatively mild symptoms whose clinical situation could suddenly worsen in improvised hospitals; and 3) telehealth technologies for the remote monitoring and diagnosis of COVID-19 and related diseases. Finally, further challenges and opportunities for future directions of development are highlighted.
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54
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Tauben DJ, Langford DJ, Sturgeon JA, Rundell SD, Towle C, Bockman C, Nicholas M. Optimizing telehealth pain care after COVID-19. Pain 2020; 161:2437-2445. [PMID: 32826752 PMCID: PMC7566302 DOI: 10.1097/j.pain.0000000000002048] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 08/03/2020] [Accepted: 08/06/2020] [Indexed: 12/23/2022]
Affiliation(s)
- David J. Tauben
- Departments of Anesthesiology & Pain Medicine
- Medicine, University of Washington, Seattle, WA, United States
| | | | | | - Sean D. Rundell
- Departments of Rehabilitation Medicine
- Health Services, University of Washington, Seattle, WA, United States
| | - Cara Towle
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Christina Bockman
- Department of Pharmacy, University of Washington, Harborview Medical Center, Seattle, WA, United States
| | - Michael Nicholas
- Pain Management Research Institute, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
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Shan R, Ding J, Weng D, Spaulding EM, Wongvibulsin S, Lee MA, Demo R, Marvel FA, Martin SS. Early blood pressure assessment after acute myocardial infarction: Insights using digital health technology. Am J Prev Cardiol 2020; 3:100089. [PMID: 32964212 PMCID: PMC7497394 DOI: 10.1016/j.ajpc.2020.100089] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 09/01/2020] [Accepted: 09/14/2020] [Indexed: 11/19/2022] Open
Abstract
Objective There is rising interest in digital health in preventive cardiology, particularly for blood pressure (BP) management. In a digital health study of early BP assessment following acute myocardial infarction (AMI), we sought to examine feasibility and the (1) proportion of post-AMI patients with controlled BP and hypotension, and (2) association between prior cardiovascular disease (CVD) and BP post-AMI. Methods In this substudy of the parent Myocardial infarction, COmbined-device, Recovery Enhancement (MiCORE) study, type 1 AMI patients were enrolled between October 2017 and April 2019. Participants self-monitored their BP through 30 days after hospital discharge using an FDA-approved wireless BP monitor connected with a smartphone application. Linear mixed-effects models assessed the association between prior CVD and BP trajectory post-discharge, adjusting for antihypertensive medications and a propensity score inclusive of CVD risk factors. Results Sixty-eight AMI patients (mean age 58 ± 10 years, 75% male, 68% white race, 68% history of hypertension, 24% prior CVD) provided 2638 measurements over 30 days. The percentage of BP control <130/80 mmHg was 59.6% (95% CI: 54.3–64.9%) and <140/90 mmHg was 83.7% (95% CI: 80.3–87.2%). The percentage of systolic BP <90 mmHg was 1.1% (95% CI: 0.17–2.0%) and the percentage of diastolic BP <60 mmHg was 3.9% (95% CI: 2.6–5.2%). Prior CVD was associated with 12.2 mmHg higher mean daily systolic BP during admission (95% CI: 3.5–20.9 mmHg), which persisted over follow-up. There was no association between prior CVD and diastolic BP. Conclusion The digital health program was feasible and ~40% of post-AMI patients who engaged in it had uncontrolled BP according to recent guideline cutpoints, while hypotension occurred rarely. The gap in BP control was especially large in patients in whom AMI represented recurrent CVD. These data suggest an opportunity for more aggressive secondary prevention early after MI as care models integrate digital health. Digital health reveals home blood pressure trends during early recovery after an event. ~40% of early MI patients had mean daily blood pressure exceeding the guideline goal of <130/80 mmHg. Hypotension occurred rarely over 30 days post-MI. The gap in BP control was especially large in patients in whom MI represented recurrent CVD. There is opportunity for more aggressive secondary prevention early after MI as care models integrate digital health.
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Affiliation(s)
- Rongzi Shan
- Digital Health Innovation Laboratory, Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Jie Ding
- Digital Health Innovation Laboratory, Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Daniel Weng
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Erin M. Spaulding
- Digital Health Innovation Laboratory, Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
- Johns Hopkins University School of Nursing, Baltimore, MD, USA
| | | | - Matthias A. Lee
- Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA
| | - Ryan Demo
- Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA
| | - Francoise A. Marvel
- Digital Health Innovation Laboratory, Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
| | - Seth S. Martin
- Digital Health Innovation Laboratory, Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD, USA
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA
- Corresponding author. Johns Hopkins Hospital, Carnegie 591, 600 North Wolfe Street, Baltimore, MD, 21287, United States.
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Silven AV, Petrus AHJ, Villalobos-Quesada M, Dirikgil E, Oerlemans CR, Landstra CP, Boosman H, van Os HJA, Blanker MH, Treskes RW, Bonten TN, Chavannes NH, Atsma DE, Teng YKO. Telemonitoring for Patients With COVID-19: Recommendations for Design and Implementation. J Med Internet Res 2020; 22:e20953. [PMID: 32833660 PMCID: PMC7473766 DOI: 10.2196/20953] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/29/2020] [Accepted: 08/15/2020] [Indexed: 12/17/2022] Open
Abstract
Despite significant efforts, the COVID-19 pandemic has put enormous pressure on health care systems around the world, threatening the quality of patient care. Telemonitoring offers the opportunity to carefully monitor patients with a confirmed or suspected case of COVID-19 from home and allows for the timely identification of worsening symptoms. Additionally, it may decrease the number of hospital visits and admissions, thereby reducing the use of scarce resources, optimizing health care capacity, and minimizing the risk of viral transmission. In this paper, we present a COVID-19 telemonitoring care pathway developed at a tertiary care hospital in the Netherlands, which combined the monitoring of vital parameters with video consultations for adequate clinical assessment. Additionally, we report a series of medical, scientific, organizational, and ethical recommendations that may be used as a guide for the design and implementation of telemonitoring pathways for COVID-19 and other diseases worldwide.
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Affiliation(s)
- Anna V Silven
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Annelieke H J Petrus
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - María Villalobos-Quesada
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Ebru Dirikgil
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands
| | - Carlijn R Oerlemans
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands
| | - Cyril P Landstra
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands.,Department of Endocrinology, Leiden University Medical Center, Leiden, Netherlands
| | - Hileen Boosman
- Department of Quality and Patient Safety, Leiden University Medical Center, Leiden, Netherlands
| | - Hendrikus J A van Os
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands.,Department of Neurology, Leiden University Medical Center, Leiden, Netherlands.,Department of Clinical Epidemiology, Leiden University Medical Center, Leiden, Netherlands
| | - Marco H Blanker
- Department of General Practice and Elderly Care Medicine, University Medical Center Groningen, Groningen, Netherlands
| | - Roderick W Treskes
- Department of Cardiology, Leiden University Medical Center, Leiden, Netherlands
| | - Tobias N Bonten
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Niels H Chavannes
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.,National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands
| | - Douwe E Atsma
- National eHealth Living Lab, Leiden University Medical Center, Leiden, Netherlands.,Department of Cardiology, Leiden University Medical Center, Leiden, Netherlands
| | - Y K Onno Teng
- Department of Nephrology, Leiden University Medical Center, Leiden, Netherlands
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Rao G, Singh A, Gandhotra P, Meraj P, Jauhar S, Kuvin J, Epstein L, Naidu S, Arora R, Kaplan B, Jauhar R. Paradigm Shifts in Cardiac Care: Lessons Learned From COVID-19 at a Large New York Health System. Curr Probl Cardiol 2020; 46:100675. [PMID: 32888698 PMCID: PMC7833557 DOI: 10.1016/j.cpcardiol.2020.100675] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 07/26/2020] [Indexed: 12/19/2022]
Abstract
The coronavirus disease-2019 (COVID-19) pandemic has overwhelmed healthcare systems around the world, resulting in morbidity, mortality, and a dramatic economic downturn In the United States. Urgent responses to the pandemic halted routine hospital workflow in an effort to increase hospital capacity, maintain staffing, and ration protective gear. Most notably, New York saw the largest surge of COVID-19 cases nationwide. Healthcare personnel and physician leaders at Northwell Health, the largest healthcare system in New York, have worked together to successfully implement operational changes resulting in a paradigm shift in cardiac care delivery. In this manuscript, we detail specific protocol adjustments made in our cardiology department, cardiology service line, and healthcare system in the face of the COVID-19 pandemic. We discuss the sustainability of this shift moving forward and the opportunity to optimize care for cardiovascular patients in the post COVID-19 era.
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58
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Ferdinand K, Batieste T, Fleurestil M. Contemporary and Future Concepts on Hypertension in African Americans: COVID-19 and Beyond. J Natl Med Assoc 2020; 112:315-323. [PMID: 32563685 PMCID: PMC7301145 DOI: 10.1016/j.jnma.2020.05.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 05/25/2020] [Indexed: 12/28/2022]
Abstract
Background Cardiovascular disease related mortality is the leading cause of death in the United States, with hypertension being the most prevalent and potent risk factor. For decades hypertension has disproportionately affected African Americans, who also have a higher burden of associated comorbidities including diabetes and heart failure. Methods Current literature including guideline reports and newer studies on hypertension in African Americans in PubMed were reviewed. We also reviewed newer publications on the relationship between COVID-19 and cardiovascular disease. Findings While APOL1 has been theorized in the epidemiology of hypertension, the increased prevalence and associated risks are primarily due to environmental and lifestyle factors. These factors include poor diet, adverse lifestyle, and social determinants. Hypertension control can be achieved by lifestyle modifications such as low sodium diet, weight loss, and adequate physical activity. When lifestyle modifications alone do not adequately control hypertension, a common occurrence among African Americans who suffer with greater prevalence of resistant hypertension, pharmacological intervention is indicated. The efficacy of renal denervation, and the use of sodium-glucose cotransporter 2 and aminopeptidase A inhibitors, have been studied for treatment of resistant hypertension. Furthermore, the recent COVID-19 crisis has been particularly devastating among African Americans who demonstrate increased incidence and poorer health outcomes related to the disease. Conclusion The disparities in outcomes, which are largely attributable to a greater prevalence of comorbidities such as hypertension and obesity, in addition to adverse environmental and socioeconomic factors, highlight the necessity of specialized clinical approaches and programs for African Americans to address longstanding barriers to equitable care.
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Affiliation(s)
- Keith Ferdinand
- Gerald S. Berenson Endowed Chair in Preventive Cardiology, Tulane University School of Medicine, New Orleans, LA, USA.
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Ferdinand KC, Vo TN, Echols MR. State-of-the-Art review: Hypertension practice guidelines in the era of COVID-19. Am J Prev Cardiol 2020; 2:100038. [PMID: 32835351 PMCID: PMC7361040 DOI: 10.1016/j.ajpc.2020.100038] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/05/2020] [Accepted: 07/05/2020] [Indexed: 02/06/2023] Open
Abstract
The global burden of hypertension (HTN) is immense and increasing. In fact, HTN is the leading risk factor for adverse cardiovascular disease outcomes. Due to the critical significance and increasing prevalence of the disease, several national and international societies have recently updated their guidelines for the diagnosis and treatment of HTN. In consideration of the COVID-19 pandemic, this report provides clinicians with the best strategies to prevent HTN, manage the acute and long-term cardiac complications of HTN, and provide the best evidence-based care to patients in an ever-changing healthcare environment. The overarching goal of the various HTN guidelines is to provide easily accessible information to healthcare providers and public health officials, which is key for optimal clinical practice. However, the COVID-19 pandemic has challenged the ability to provide safe care to the most vulnerable hypertensive populations throughout the world. Therefore, this review compares the most recent guidelines of the 2017 American College of Cardiology/American Heart Association and multiple U.S. societies, the 2018 European Society of Cardiology/European Society of Hypertension, the 2019 National Institute for Care and Health Excellence, and the 2020 International Society of Hypertension. While a partial emphasis is placed on the management of HTN in the midst of COVID-19, this review will summarize current concepts and emerging data from the listed HTN guidelines on the diagnosis, monitoring, management, and evidence-based treatments in adults.
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Affiliation(s)
- Keith C. Ferdinand
- Tulane Heart and Vascular Institute, John W. Deming Department of Medicine (KCF), USA
| | - Thanh N. Vo
- Tulane University School of Medicine (TNV), Tulane University, New Orleans, LA, 70112, USA
| | - Melvin R. Echols
- Cardiology Division (MRE), Department of Medicine, Morehouse School of Medicine, Atlanta, GA, 30310, USA
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Bradley SM. Use of Mobile Health and Patient-Generated Data-Making Health Care Better by Making Health Care Different. JAMA Netw Open 2020; 3:e202971. [PMID: 32297943 DOI: 10.1001/jamanetworkopen.2020.2971] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Affiliation(s)
- Steven M Bradley
- Healthcare Delivery Innovation Center, Minneapolis Heart Institute, Minneapolis, Minnesota
- Associate Editor
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