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Deaver JE, Uchuya GM, Cohen WR, Foote JA. A retrospective cohort study of a community-based primary care program's effects on pharmacotherapy quality in low-income Peruvians with type 2 diabetes and hypertension. PLOS GLOBAL PUBLIC HEALTH 2024; 4:e0003512. [PMID: 39173046 PMCID: PMC11341050 DOI: 10.1371/journal.pgph.0003512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Accepted: 06/30/2024] [Indexed: 08/24/2024]
Abstract
Little is known about the effects of the Chronic Care Model (CCM) and community health workers (CHWs) on pharmacotherapy of type 2 diabetes and hypertension in resource-poor settings. This retrospective cohort implementation study evaluated the effects of a community-based program consisting of CCM, CHWs, guidelines-based treatment protocols, and inexpensive freely accessible medications on type 2 diabetes and hypertension pharmacotherapy quality. A door-to-door household survey identified 856 adults 35 years of age and older living in a low-income Peruvian community, of whom 83% participated in screening for diabetes and hypertension. Patients with confirmed type 2 diabetes and/or hypertension participated in the program's weekly to monthly visits for < = 27 months. The program was implemented as two care periods employed sequentially. During home care, CHWs made weekly home visits and a physician made treatment decisions remotely. During subsequent clinic care, a physician attended patients in a centralized clinic. The study compared the effects of program (pre- versus post-) (N = 262 observations), and home versus clinic care periods (N = 211 observations) on standards of treatment with hypoglycemic and antihypertensive agents, angiotensin converting enzyme inhibitors, and low-dose aspirin. During the program, 80% and 50% achieved hypoglycemic and antihypertensive standards, respectively, compared to 35% and 8% prior to the program, RRs 2.29 (1.72-3.04, p <0.001) and 6.64 (3.17-13.9, p<0.001). Achievement of treatment standards was not improved by clinic compared to home care (RRs 1.0 +/- 0.08). In both care periods, longer retention in care (>50% of allowable time) was associated with achievement of all treatment standards. 85% compared to 56% achieved the hypoglycemic treatment standard with longer and shorter retention, respectively, RR 1.52 (1.13-2.06, p<0.001); 56% compared to 27% achieved the antihypertensive standard, RR 2.11 (1.29-3.45, p<0.001). In a dose-dependent manner, the community-based program was associated with improved guidelines-based pharmacotherapy of type 2 diabetes and hypertension.
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Affiliation(s)
| | | | - Wayne R. Cohen
- College of Medicine, University of Arizona, Tucson, Arizona, United States of America
| | - Janet A. Foote
- College of Public Health, University of Arizona, Tucson, Arizona, United States of America
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Hayavi-haghighi MH, Gharibzade A, Choobin N, Ansarifard H. Applications and outcomes of implementing telemedicine for hypertension management in COVID-19 pandemic: A systematic review. PLoS One 2024; 19:e0306347. [PMID: 39088489 PMCID: PMC11293715 DOI: 10.1371/journal.pone.0306347] [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: 03/28/2024] [Accepted: 06/13/2024] [Indexed: 08/03/2024] Open
Abstract
INTRODUCTION COVID-19 presented a significant challenge for patients with hypertension in terms of access to care. However, telemedicine offered the healthcare system opportunities that had previously been underutilized. Therefore, this study aims to systematically review the applications and outcomes of telemedicine for hypertension management during the COVID-19 pandemic. METHOD A structured search was conducted in accordance with PRISMA guidelines across multiple databases, including PubMed, Cochrane, Web of Science, and Scopus. The search was limited to studies published from December 2019 until May 2023, resulting in a total of 3727 studies. After quality appraisal using the CASP checklists version 2018, 29 articles were included in the final review. Data analysis was performed using thematic analysis. RESULTS Most of the studies reviewed had used the proprietary platforms (N = 14) and 11 studies had used public platforms such as social messengers or email. Also 9 studies relied on phone calls (N = 9) to record and transmit the clinical data. Some studies had applied two different approaches (proprietary/public platforms and phone). six articles (20.7%) focused only on hypertension control, while 23 articles (79.3%) examined hypertension as a comorbidity with other diseases. Also, the study identified 88 unique concepts, 15 initial themes, and six final themes for outcomes of using telemedicine for hypertension management during the COVID-19 pandemic. These themes include BP control, BP measurement and recording, medication management, mental health, care continuity and use and acceptance. CONCLUSION Telemedicine provides patients with hypertension with the opportunity to engage in medical consultations in a more convenient and comfortable manner, with the same validity as in-person visits. Telemedicine facilitates the creation of a connected network to support patients with high BP at any time and in any location. Limitations and issues may arise due to patients and healthcare staff's unfamiliarity with telemedicine. These issues can be resolved through the ongoing use and continuous feedback.
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Affiliation(s)
- Mohammad Hosein Hayavi-haghighi
- Department of Health Information Technology, School of Allied Medical Sciences, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Abdullah Gharibzade
- Department of cardiology, School of medicine, Tobacco and Health Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Niloofar Choobin
- Faculty of Para-medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Haniyeh Ansarifard
- Faculty of Para-medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
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Zawada SJ, Ganjizadeh A, Conte GM, Demaerschalk BM, Erickson BJ. Accelerometer-Measured Behavior Patterns in Incident Cerebrovascular Disease: Insights for Preventative Monitoring From the UK Biobank. J Am Heart Assoc 2024; 13:e032965. [PMID: 38818948 PMCID: PMC11255632 DOI: 10.1161/jaha.123.032965] [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: 10/03/2023] [Accepted: 04/03/2024] [Indexed: 06/01/2024]
Abstract
BACKGROUND The goal was to compare patterns of physical activity (PA) behaviors (sedentary behavior [SB], light PA, moderate-to-vigorous PA [MVPA], and sleep) measured via accelerometers for 7 days between patients with incident cerebrovascular disease (CeVD) (n=2141) and controls (n=73 938). METHODS AND RESULTS In multivariate models, cases spent 3.7% less time in MVPA (incidence rate ratio [IRR], 0.963 [95% CI, 0.929-0.998]) and 1.0% more time in SB (IRR, 1.010 [95% CI, 1.001-1.018]). Between 12 and 24 months before diagnosis, cases spent more time in SB (IRR, 1.028 [95% CI, 1.001-1.057]). Within the year before diagnosis, cases spent less time in MVPA (IRR, 0.861 [95% CI, 0.771-0.964]). Although SB time was not associated with CeVD risk, MVPA time, both total min/d (hazard ratio [HR], 0.998 [95% CI, 0.997-0.999]) and guideline threshold adherence (≥150 min/wk) (HR, 0.909 [95% CI, 0.827-0.998]), was associated with decreased CeVD risk. Comorbid burden had a significant partial mediation effect on the relationship between MVPA and CeVD. Cases slept more during 12:00 to 17:59 hours (IRR, 1.091 [95% CI, 1.002-1.191]) but less during 0:00 to 5:59 hours (IRR, 0.984 [95% CI, 0.977-0.992]). No between-group differences were significant at subgroup analysis. CONCLUSIONS Daily behavior patterns were significantly different in patients before CeVD. Although SB was not associated with CeVD risk, the association between MVPA and CeVD risk is partially mediated by comorbid burden. This study has implications for understanding observable behavior patterns in cerebrovascular dysfunction and may help in developing remote monitoring strategies to prevent or reduce cerebrovascular decline.
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Affiliation(s)
| | - Ali Ganjizadeh
- Mayo Clinic Artificial Intelligence LaboratoryRochesterMN
| | | | - Bart M. Demaerschalk
- Mayo Clinic College of Medicine and SciencePhoenixAZ
- Mayo Clinic Division of Stroke and Cerebrovascular DiseasesDepartment of NeurologyPhoenixAZ
- Mayo Clinic Center for Digital HealthPhoenixAZ
| | - Bradley J. Erickson
- Mayo Clinic College of Medicine and SciencePhoenixAZ
- Mayo Clinic Artificial Intelligence LaboratoryRochesterMN
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Azami P, Vafa RG, Heydarzadeh R, Sadeghi M, Amiri F, Azadian A, Khademolhosseini A, Yousefi M, Montaseri M, Hosseini N, Hosseini SA, Kojuri J. Evaluation of blood pressure variation in recovered COVID-19 patients at one-year follow-up: a retrospective cohort study. BMC Cardiovasc Disord 2024; 24:240. [PMID: 38714940 PMCID: PMC11075195 DOI: 10.1186/s12872-024-03916-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 05/02/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Coronavirus disease 2019 (COVID-19) has various sequelae, one of which might be hypertension. We aimed to evaluate COVID-19's impact on blood pressure (BP) in non-hospitalized patients at one-year follow-up. METHOD A total of 7,950 consecutive COVID-19 patients regularly visiting our cardiology clinic were retrospectively screened. Patients' electronic medical records including demographics, comorbidities, vital signs, treatments, and outcomes, were reviewed by two physicians. Individuals with at least one BP measurement in the three months preceding COVID-19 and one measurement in 12 months or more following recovery were included. BP levels before and after COVID-19 were compared using the paired t-test. RESULTS 5,355 confirmed COVID-19 patients (mean age 55.51 ± 15.38 years) were included. Hypertension (56.9%) and diabetes mellitus (34%) were the predominant comorbidities, and 44.3% had prior major adverse cardiovascular events. Both systolic (126.90 ± 20.91 vs. 139.99 ± 23.94 mmHg, P < 0.001) and diastolic BP (80.54 ± 13.94 vs. 86.49 ± 14.40 mmHg, P < 0.001) were significantly higher post-COVID-19 vs. pre-COVID-19. Notably, 456 (14%) hypertensive patients experienced exacerbated hypertension, while 408 (17%) patients developed new-onset hypertension, overall 864 (16%) of patients had exacerbation or new hypertension. Linear regression analysis revealed that advanced age, smoking, previous cardiovascular events, hypertension, and diabetes mellitus predict increased BP following COVID-19 (P < 0.001). CONCLUSION COVID-19 raised systolic and diastolic BP in the long term in non-hospitalized patients, with over one-sixth developing new-onset or exacerbated hypertension. All patients should be evaluated regarding BP, following COVID-19 recovery, particularly those with the mentioned predictive factors. (clinicaltrial.gov: NCT05798208).
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Affiliation(s)
- Pouria Azami
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
- Cardiology Department, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Reza Golchin Vafa
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Reza Heydarzadeh
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Mehrdad Sadeghi
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Farhang Amiri
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Alireza Azadian
- Shiraz University of Medical Sciences, Shiraz, Iran
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Amin Khademolhosseini
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Mina Yousefi
- Shahid sadoughi University of Medical sciences, Yazd, Iran
| | - Mohammad Montaseri
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Nazanin Hosseini
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Seyed Ali Hosseini
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran
| | - Javad Kojuri
- Shiraz University of Medical Sciences, Shiraz, Iran.
- Professor Kojuri Cardiology Clinic, Niayesh St. Niayesh Medical Complex, Shiraz, Iran.
- Cardiology Department, Shiraz University of Medical Sciences, Shiraz, Iran.
- Clinical Education Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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Hailu R, Sousa J, Tang M, Mehrotra A, Uscher-Pines L. Challenges and Facilitators in Implementing Remote Patient Monitoring Programs in Primary Care. J Gen Intern Med 2024:10.1007/s11606-023-08557-x. [PMID: 38653884 DOI: 10.1007/s11606-023-08557-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 12/01/2023] [Indexed: 04/25/2024]
Abstract
BACKGROUND The COVID-19 pandemic resulted in greater use of remote patient monitoring (RPM). However, the use of RPM has been modest compared to other forms of telehealth. OBJECTIVE To identify and describe barriers to the implementation of RPM among primary care physicians (PCPs) that may be constraining its growth. DESIGN We conducted 20 semi-structured interviews with PCPs across the USA who adopted RPM. Interview questions focused on implementation facilitators and barriers and RPM's impact on quality. We conducted thematic analysis of semi-structured interviews using both inductive and deductive approaches. The analysis was informed by the NASSS (non-adoption and abandonment and challenges to scale-up, spread, and sustainability) framework. PARTICIPANTS PCPs who practiced at least 10 h per week in an outpatient setting, served adults, and monitored blood pressure and/or blood glucose levels with automatic transmission of data with at least 3 patients. KEY RESULTS While PCPs generally agreed that RPM improved quality of care for their patients, many identified barriers to adoption and maintenance of RPM programs. Challenges included difficulties handling the influx of data and establishing a manageable workflow, along with digital and health literacy barriers. In addition to these barriers, many PCPs did not believe RPM was profitable. CONCLUSIONS To encourage ongoing growth of RPM, it will be necessary to address implementation barriers through changes in payment policy, training and education in digital and health literacy, improvements in staff roles and workflows, and new strategies to ensure equitable access.
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Affiliation(s)
- Ruth Hailu
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | | | - Mitchell Tang
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
| | - Ateev Mehrotra
- Department of Health Care Policy, Harvard Medical School, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
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Giacona JM, Bates BM, Sundaram V, Brinker S, Moss E, Paspula R, Kassa S, Zhang R, Ahn C, Zhang S, Basit M, Burkhalter L, Cullum CM, Carlew A, Kelley BJ, Plassman BL, Vazquez M, Vongpatanasin W. Preventing cognitive decline by reducing BP target (PCOT): A randomized, pragmatic, multi-health systems clinical trial. Contemp Clin Trials 2024; 138:107443. [PMID: 38219797 DOI: 10.1016/j.cct.2024.107443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 01/08/2024] [Accepted: 01/11/2024] [Indexed: 01/16/2024]
Abstract
BACKGROUND Growing evidence suggests that intensive lowering of systolic blood pressure (BP) may prevent mild cognitive impairment (MCI) and dementia. However, current guidelines provide inconsistent recommendations regarding optimal BP targets, citing safety concerns of excessive BP lowering in the diverse population of older adults. We are conducting a pragmatic trial to determine if an implementation strategy to reduce systolic BP to <130 and diastolic BP to <80 mmHg will safely slow cognitive decline in older adults with hypertension when compared to patients receiving usual care. METHODS The Preventing Cognitive Decline by Reducing BP Target Trial (PCOT) is an embedded randomized pragmatic clinical trial in 4000 patients from two diverse health-systems who are age ≥ 70 years with BP >130/80 mmHg. Participants are randomized to the intervention arm or usual care using a permuted block randomization within each health system. The intervention is a combination of team-based care with clinical decision support to lower home BP to <130/80 mmHg. The primary outcome is cognitive decline as determined by the change in the modified Telephone Interview for Cognitive Status (TICS-m) scores from baseline. As a secondary outcome, patients who decline ≥3 points on the TICS-m will complete additional cognitive assessments and this information will be reviewed by an expert panel to determine if they meet criteria for MCI or dementia. CONCLUSION The PCOT trial will address the effectiveness and safety of hypertension treatment in two large health systems to lower BP targets to reduce risk of cognitive decline in real-world settings.
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Affiliation(s)
- John M Giacona
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA; Department of Applied Clinical Research, School of Health Professions, University of Texas Southwestern Medical Center, USA
| | - Brooke M Bates
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA; Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA
| | | | - Stephanie Brinker
- Division of General Internal Medicine, University of Texas Southwestern Medical Center, USA
| | - Elizabeth Moss
- Ambulatory Clinical Pharmacy Services, Parkland Health & Hospital System, USA
| | - Raja Paspula
- Geriatrics and Senior Care Center, Parkland Health & Hospital System, USA
| | - Sentayehu Kassa
- Vickery Health Center, Parkland Health & Hospital System, USA
| | - Rong Zhang
- Institute for Exercise and Environmental Medicine, Texas Health Presbyterian Hospital Dallas, USA; Department of Neurology, UT Southwestern Medical Center, USA
| | - Chul Ahn
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, USA
| | - Song Zhang
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, USA
| | - Mujeeb Basit
- Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA
| | - Lorrie Burkhalter
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, USA
| | - C Munro Cullum
- Department of Neurology, UT Southwestern Medical Center, USA; Psychology Division, Department of Psychiatry, University of Texas Southwestern Medical Center, USA
| | - Anne Carlew
- Psychology Division, Department of Psychiatry, University of Texas Southwestern Medical Center, USA
| | | | - Brenda L Plassman
- Behavioral Medicine & Neurosciences Division, Department of Psychiatry, Duke University School of Medicine, USA
| | - Miguel Vazquez
- Nephrology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA.
| | - Wanpen Vongpatanasin
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA; Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, USA.
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Cho J, Noonan SH, Fay R, Apovian CM, McCarthy AC, Blood AJ, Samal L, Fisher N, Orav JE, Plutzky J, Block JP, Bates DW, Rozenblum R, Tucci M, McPartlin M, Gordon WJ, McManus KD, Morrison-Deutsch C, Scirica BM, Baer HJ. Implementation of a Scalable Online Weight Management Programme in Clinical Settings: Protocol for the PROPS 2.0 Programme (Partnerships for Reducing Overweight and Obesity with Patient-Centered Strategies 2.0). BMJ Open 2023; 13:e077520. [PMID: 38135330 DOI: 10.1136/bmjopen-2023-077520] [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] [Indexed: 12/24/2023] Open
Abstract
INTRODUCTION There is an urgent need for scalable strategies for treating overweight and obesity in clinical settings. PROPS 2.0 (Partnerships for Reducing Overweight and Obesity with Patient-Centered Strategies 2.0) aims to adapt and implement the combined intervention from the PROPS Study at scale, in a diverse cross-section of patients and providers. METHODS AND ANALYSIS We are implementing PROPS 2.0 across a variety of clinics at Brigham and Women's Hospital, targeting enrolment of 5000 patients. Providers can refer patients or patients can self-refer. Eligible patients must be ≥20 years old and have a body mass index (BMI) of ≥30 kg/m2 or a BMI of 25-29.9 kg/m2 plus another cardiovascular risk factor or obesity-related condition. After enrolment, patients register for the RestoreHealth online programme/app (HealthFleet Inc.) and participate for 12 months. Patients can engage with the programme and receive personalized feedback from a coach. Patient navigators help to enrol patients, enter updates in the electronic health record, and refer patients to additional resources. The RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework is guiding the evaluation. ETHICS AND DISSEMINATION The Mass General Brigham Human Research Committee approved this protocol. An implementation guide will be created and disseminated, to help other sites adopt the intervention in the future. TRIAL REGISTRATION NUMBER NCT0555925.
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Affiliation(s)
- JoAnn Cho
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Sarah H Noonan
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Richard Fay
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Caroline M Apovian
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
| | - Ashley C McCarthy
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Alexander J Blood
- Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Lipika Samal
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
| | - Naomi Fisher
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
| | - John E Orav
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
- Harvard T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Jorge Plutzky
- Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Jason P Block
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
- Department of Population Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - David Westfall Bates
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
- Harvard T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Ronen Rozenblum
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
| | - Michela Tucci
- Accelerator for Clinical Transformation, Mass General Brigham, Boston, Massachusetts, USA
| | - Marian McPartlin
- Accelerator for Clinical Transformation, Mass General Brigham, Boston, Massachusetts, USA
| | - Willam J Gordon
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
| | - Katherine D McManus
- Department of Nutrition, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Benjamin M Scirica
- Harvard Medical School, Boston, MA, USA
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Heather J Baer
- Division of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, MA, USA
- Harvard T H Chan School of Public Health, Boston, Massachusetts, USA
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Quezada-Pinedo HG, Ahanchi NS, Cajachagua-Torres KN, Obeso-Manrique JA, Huicho L, Gräni C, Muka T. A comprehensive analysis of cardiovascular mortality trends in Peru from 2017 to 2022: Insights from 183,386 deaths of the national death registry. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2023; 35:100335. [PMID: 38511183 PMCID: PMC10946053 DOI: 10.1016/j.ahjo.2023.100335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 10/06/2023] [Accepted: 10/16/2023] [Indexed: 03/22/2024]
Abstract
Background/objectives Cardiovascular diseases are the leading cause of global mortality. Systematic studies on cardiovascular-related mortality at national and subnational levels in Peru are lacking. We aimed to describe the trends in cardiovascular-related mortality between 2017 and 2022 in Peru at national and subnational levels and by socioeconomic indicators. Subjects/methods We used data from the Peruvian death registry 2017-2022. Using ICD-10 codes, mortality was categorized into: hypertensive-, coronary-, and cerebrovascular- related deaths. We estimated age-standardized cardiovascular-related mortality rates by sex at national and regional levels, and by natural regions (Coast, Highlands, Amazon). We estimated the change in mortality rates between 2017-2019 and 2020-2022 and explored factors that contributed to such a change. We explored ecological relationships between mortality rates and socioeconomic indicators. Findings Overall 183,386 cardiovascular-related deaths were identified. Coronary-related deaths (37.2 %) were followed by hypertensive-related (25.1 %) and cerebrovascular-related deaths (22.6 %). Peru showed a marked increasing trend in cardiovascular-related mortality in 2020-2022 (77.8 %). The increase clustered in the Coast and Highlands, with the highest change observed in Lima (132.1 %). Mortality was highest in subjects with lower education and subjects with public health insurance. Gini coefficient was associated with lower mortality rates while unemployment was associated with higher mortality rates. Interpretation There was a notable rise in cardiovascular-related mortality in Peru, particularly during the Covid-19 pandemic with a slight decrease in 2022. Gaining a comprehensive understanding of the factors that contribute to the increase in cardiovascular deaths in Peru will facilitate the development of precise interventions at both the national and regional levels.
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Affiliation(s)
- Hugo G. Quezada-Pinedo
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Department of Cardiology, Bern University Hospital, University of Bern, Bern, Switzerland
- Centro de Investigación en Salud Materna e Infantil and Centro de Investigación para el Desarrollo Integral y Sostenible, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Noushin Sadat Ahanchi
- Institute of Social and Preventive Medicine (ISPM), Graduate School of Health Sciences, University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
- Department of Internal Medicine, Internal Medicine, Lausanne University Hospital, Lausanne, Switzerland
| | - Kim N. Cajachagua-Torres
- The Generation R Study Group, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Centro de Investigación en Salud Materna e Infantil and Centro de Investigación para el Desarrollo Integral y Sostenible, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Pediatrics, New York University Grossman of Medicine, New York, USA
| | - Jordan A. Obeso-Manrique
- Centro de Investigación en Salud Materna e Infantil and Centro de Investigación para el Desarrollo Integral y Sostenible, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Luis Huicho
- Centro de Investigación en Salud Materna e Infantil and Centro de Investigación para el Desarrollo Integral y Sostenible, Universidad Peruana Cayetano Heredia, Lima, Peru
- Facultad de Medicina “Alberto Hurtado”, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Christoph Gräni
- Institute of Social and Preventive Medicine (ISPM), Graduate School of Health Sciences, University of Bern, Bern, Switzerland
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Sheu RK, Lin YC, Pardeshi MS, Huang CY, Pai KC, Chen LC, Huang CC. Adaptive Autonomous Protocol for Secured Remote Healthcare Using Fully Homomorphic Encryption (AutoPro-RHC). SENSORS (BASEL, SWITZERLAND) 2023; 23:8504. [PMID: 37896596 PMCID: PMC10611298 DOI: 10.3390/s23208504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/11/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023]
Abstract
The outreach of healthcare services is a challenge to remote areas with affected populations. Fortunately, remote health monitoring (RHM) has improved the hospital service quality and has proved its sustainable growth. However, the absence of security may breach the health insurance portability and accountability act (HIPAA), which has an exclusive set of rules for the privacy of medical data. Therefore, the goal of this work is to design and implement the adaptive Autonomous Protocol (AutoPro) on the patient's remote healthcare (RHC) monitoring data for the hospital using fully homomorphic encryption (FHE). The aim is to perform adaptive autonomous FHE computations on recent RHM data for providing health status reporting and maintaining the confidentiality of every patient. The autonomous protocol works independently within the group of prime hospital servers without the dependency on the third-party system. The adaptiveness of the protocol modes is based on the patient's affected level of slight, medium, and severe cases. Related applications are given as glucose monitoring for diabetes, digital blood pressure for stroke, pulse oximeter for COVID-19, electrocardiogram (ECG) for cardiac arrest, etc. The design for this work consists of an autonomous protocol, hospital servers combining multiple prime/local hospitals, and an algorithm based on fast fully homomorphic encryption over the torus (TFHE) library with a ring-variant by the Gentry, Sahai, and Waters (GSW) scheme. The concrete-ML model used within this work is trained using an open heart disease dataset from the UCI machine learning repository. Preprocessing is performed to recover the lost and incomplete data in the dataset. The concrete-ML model is evaluated both on the workstation and cloud server. Also, the FHE protocol is implemented on the AWS cloud network with performance details. The advantages entail providing confidentiality to the patient's data/report while saving the travel and waiting time for the hospital services. The patient's data will be completely confidential and can receive emergency services immediately. The FHE results show that the highest accuracy is achieved by support vector classification (SVC) of 88% and linear regression (LR) of 86% with the area under curve (AUC) of 91% and 90%, respectively. Ultimately, the FHE-based protocol presents a novel system that is successfully demonstrated on the cloud network.
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Affiliation(s)
- Ruey-Kai Sheu
- Department of Computer Science, Tunghai University, Taichung 407224, Taiwan; (R.-K.S.)
| | - Yuan-Cheng Lin
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 407224, Taiwan; (Y.-C.L.); (C.-Y.H.)
| | | | - Chin-Yin Huang
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 407224, Taiwan; (Y.-C.L.); (C.-Y.H.)
| | - Kai-Chih Pai
- College of Engineering, Tunghai University, Taichung 407224, Taiwan;
| | - Lun-Chi Chen
- College of Engineering, Tunghai University, Taichung 407224, Taiwan;
| | - Chien-Chung Huang
- Department of Computer Science, Tunghai University, Taichung 407224, Taiwan; (R.-K.S.)
- Computer & Communication Center, Taichung Veterans General Hospital, Taichung 407224, Taiwan
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10
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Juraschek SP, Turkson-Ocran RAN, Cluett JL. Peak home blood pressure: new heights for SMBP. Hypertens Res 2023; 46:2124-2125. [PMID: 37296311 PMCID: PMC10250172 DOI: 10.1038/s41440-023-01345-4] [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: 05/11/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023]
Affiliation(s)
- Stephen P Juraschek
- General Medicine-Research, Beth Israel Deaconess Medical Center, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Ruth-Alma N Turkson-Ocran
- General Medicine-Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jennifer L Cluett
- General Medicine-Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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11
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Abstract
We stand at a critical juncture in the delivery of health care for hypertension. Blood pressure control rates have stagnated, and traditional health care is failing. Fortunately, hypertension is exceptionally well-suited to remote management, and innovative digital solutions are proliferating. Early strategies arose with the spread of digital medicine, long before the COVID-19 pandemic forced lasting changes to the way medicine is practiced. Highlighting one contemporary example, this review explores salient features of remote management hypertensive programs, including: an automated algorithm to guide clinical decisions, home (as opposed to office) blood pressure measurements, an interdisciplinary care team, and robust information technology and analytics. Dozens of emerging hypertension management solutions are contributing to a highly fragmented and competitive landscape. Beyond viability, profit and scalability are critical. We explore the challenges impeding large-scale acceptance of these programs and conclude with a hopeful look to the future when remote hypertension care will have dramatic impact on global cardiovascular health.
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Affiliation(s)
- Simin Gharib Lee
- Division of Cardiology, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
| | - Naomi D.L. Fisher
- Division of Endocrinology, Diabetes and Hypertension, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA
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