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Bhatta DN, Bommer W. Trends in California Cardiovascular Disease Mortality: Sex-Race/Ethnicity Disparity and Income Inequality. Mayo Clin Proc 2024; 99:1756-1770. [PMID: 38739073 DOI: 10.1016/j.mayocp.2024.02.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 02/10/2024] [Accepted: 02/20/2024] [Indexed: 05/14/2024]
Abstract
OBJECTIVE To examine the cardiovascular disease (CVD)-related death trends and the relationship between CVD deaths and sex, race/ethnicity, and income in California from January 1, 1999, to December 31, 2021. METHODS The age-adjusted death rate (AADR) per 100,000 population attributable to ischemic heart disease (IHD), hypertensive heart disease (HHD) and heart failure (HF), stroke, and CVD combined were calculated using CDC WONDER (Centers for Disease Control and Prevention's Wide-Ranging Online Data for Epidemiologic Research) for California, 1999 to 2021. We used a joinpoint log-linear regression model to determine trends in CVD death. Income disparities were assessed using the slope index of inequality and health concentration index. RESULTS Between 1999 and 2021, overall death rates for CVD decreased significantly (average annual percent change, -2.2% [95% confidence interval: -2.6%, -1.7%]), IHD (-3.7% [-4.3%, -3.1%]), and stroke (-2.0% [-2.8%, -1.2%]) and increased for HHD (2.0% [0.6%, 3.5%]) and HF (2.0% [1.3%, 2.7%]). The AADR of combined CVD first decreased significantly (1999-2014; all P<.001), then increased significantly after COVID-19 (P=.02). The AADR of IHD decreased significantly (1999-2019; all P<.001) and then increased after the COVID-19 pandemic but was not statistically significant (P=.15). The AADR of HHD (2014-2021) and HF (2013-2021) increased significantly (all P<.001), and this increase accelerated after COVID-19. The AADR of stroke decreased (1999-2009), then increased after COVID-19 but was not statistically significant (P=.07). Our results revealed significant disparities with CVD death being disproportionately higher among male, non-Hispanic Black, American Indian or Alaska Native, Native Hawaiian or Pacific Islander, Asian, and poorer populations. CONCLUSION All the death rates that were decreasing, stagnant, or increasing prior to the COVID-19 pandemic increased after the pandemic. We found increasingly adverse outcomes among the poor and racial/ethnic minority populations.
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Affiliation(s)
- Dharma N Bhatta
- Chronic Disease Control Branch, Center for Healthy Communities, California Department of Public Health, Sacramento.
| | - William Bommer
- Department of Medicine, University of California, Davis and Sacramento
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Ruksakulpiwat S, Thongking W, Kannan N, Wright E, Niyomyart A, Benjasirisan C, Chiaranai C, Smothers C, Aldossary HM, Still CH. Understanding the Relationship Between Comorbidities, Medication Nonadherence, Activities of Daily Living, and Heart Condition Status Among Older Adults in the United States: A Regression Analysis and Machine Learning Approach. J Cardiovasc Nurs 2024:00005082-990000000-00224. [PMID: 39330877 DOI: 10.1097/jcn.0000000000001150] [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] [Indexed: 09/28/2024]
Abstract
BACKGROUND Nonadherence to medication among patients with heart disease poses serious risks, including worsened heart failure and increased mortality rates. OBJECTIVE This study aims to explore the complex interplay between comorbidities, medication nonadherence, activities of daily living, and heart condition status in older American adults, using both traditional statistical methods and machine learning. METHODS Data from 326 older adults with heart conditions, drawn from the Health and Retirement Study, were analyzed. Descriptive statistics characterized demographic profiles and comorbidities, whereas logistic regression, multiple regression analyses, and decision tree models were used to address our research inquiries. In addition, a machine learning approach, specifically decision tree models, was integrated to enhance predictive accuracy. RESULTS Our analysis showed that factors like age, gender, hypertension, and stroke history were significantly linked to worsening heart conditions. Notably, depression emerged as a robust predictor of medication nonadherence. Further adjusted analyses underscored significant correlations between stroke and challenges in basic activities such as dressing, bathing, and eating. Depression correlated significantly with difficulties in dressing, bed mobility, and toileting, whereas lung disease was associated with bathing hindrances. Intriguingly, our decision tree model revealed that patients experiencing dressing challenges, but not toileting difficulties, were more prone to report no improvement in heart condition status over the preceding 2 years. CONCLUSIONS Blending traditional statistics with machine learning in this study reveals significant implications for crafting personalized interventions to improve patients' depression, leading to increased activities of daily living, medication adherence, reduced severity of comorbidities, and ultimately better management of heart conditions.
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Lee H, Park CS, Kim B, Rhee TM, Lee H, Kim YJ, Han K, Kim HK. Real-world efficacy of fimasartan vs. other angiotensin receptor blockers in combination with calcium channel blockers: a nationwide cohort study. Clin Hypertens 2024; 30:28. [PMID: 39350304 PMCID: PMC11443630 DOI: 10.1186/s40885-024-00287-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 09/13/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND The antihypertensive efficacy of fimasartan was assessed based on the transition rate from a combination of calcium channel blockers (CCB) and angiotensin receptor blockers (ARB) to three-drug combination therapy, as compared to other ARBs. METHODS This nationwide cohort study used data obtained from the Korean National Health Insurance Service database. Patients who had received national health checkups within 2 years prior to January 1, 2017, and were concurrently prescribed ARBs and CCBs for > 30 days during the 6 months from January 1, 2017, to June 30, 2017 were included in the study. Patients were categorized into the 'fimasartan group' (those prescribed fimasartan) and the 'non-fimasartan group' (those prescribed ARBs other than fimasartan). The index date was set as the last day of a 30-day prescription period for ARBs and CCBs, with a subsequent 2.5-year follow-up to observe the potential addition of a third drug, such as beta-blockers or diuretics. RESULTS The study included 34,422 patients with a mean age of 60.3 years and 58.3% being male. The fimasartan group constituted 2.7% (n = 928) of the total, and the non-fimasartan group, 97.3% (n = 33,494). During the follow-up period, 38 patients in the fimasartan group (14.3 per 1,000 person-years) and 3,557 patients in the non-fimasartan group (42.8 per 1,000 person-years) required additional antihypertensive medications. After multivariate adjustment for age, sex, diabetes mellitus, dyslipidemia, cancer, heart failure, systolic blood pressure, and diastolic blood pressure, the fimasartan group showed a significantly lower rate of adding a third medication (hazard ratio 2.68, 95% confidence interval 1.95-3.69) compared to that of the non-fimasartan group. CONCLUSIONS Fimasartan is associated with a lower need for additional antihypertensive drugs compared to other ARBs. This implies its greater effectiveness in hypertension management, potentially enhancing cardiovascular outcomes, and minimizing polypharmacy.
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Affiliation(s)
- Huijin Lee
- Department of Critical Care Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Chan Soon Park
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Bongseong Kim
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Tae-Min Rhee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, 152, Teheran-ro, Gangnam-gu, Seoul, Republic of Korea
| | - Heesun Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, 152, Teheran-ro, Gangnam-gu, Seoul, Republic of Korea
| | - Yong-Jin Kim
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Kyungdo Han
- Department of Statistics and Actuarial Science, Soongsil University, Seoul, Republic of Korea
| | - Hyung-Kwan Kim
- Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Glasser NJ, Jameson JC, Huang ES, Kronish IM, Lindau ST, Peek ME, Tung EL, Pollack HA. Male Gender Expressivity and Diagnosis and Treatment of Cardiovascular Disease Risks in Men. JAMA Netw Open 2024; 7:e2441281. [PMID: 39453653 PMCID: PMC11512345 DOI: 10.1001/jamanetworkopen.2024.41281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Accepted: 08/30/2024] [Indexed: 10/26/2024] Open
Abstract
Importance Male gender expressivity (MGE), which reflects prevalent sociocultural pressures to convey masculinity, has been associated with health. Yet, little is known about associations of MGE with the diagnosis and treatment of modifiable cardiovascular disease (CVD) risks. Objective To investigate associations of MGE with modifiable CVD risk diagnoses and treatment in men. Design, Setting, and Participants This population-based cohort study included data from waves I (1994-1995), IV (2008-2009), and V (2016-2018) of the US National Longitudinal Study of Adolescent to Adult Health (Add Health). Participants were male adolescents (age 12-18 years) followed up longitudinally through younger adulthood (age 24-32 years) and adulthood (age 32-42 years). Data were analyzed from January 5, 2023, to August 28, 2024. Exposure Male gender expressivity was quantified in adolescence and younger adulthood using an empirically-derived and validated measurement technique that incorporates participants' responses to existing Add Health survey items to capture how similarly participants behave to same-gendered peers. Main Outcomes and Measures Outcomes included self-reported diagnoses of CVD risk conditions (hypertension, diabetes, or hyperlipidemia) in adult men with elevated blood pressure, hemoglobin A1c, or non-high-density lipoprotein cholesterol levels, and self-reported treatment with antihypertensive, hypoglycemic, or lipid-lowering medications in adults reporting hypertension, diabetes, or hyperlipidemia. Multivariable regression was used to examine associations of adolescent and younger adult MGE with adult CVD risk diagnoses and treatment, adjusting for sociodemographic covariates. Results Among 4230 eligible male participants, most were non-Hispanic White (2711 [64%]) and privately insured (3338 [80%]). Their mean (SD) age was 16.14 (1.81) years in adolescence, 29.02 (1.84) years in younger adulthood, and 38.10 (1.95) years in adulthood. Compared with participants whose younger adult MGE was below average, those with higher younger adult MGE were overall less likely to report hypertension (22% vs 26%; P < .001), diabetes (5% vs 8%; P < .001), and hyperlipidemia (19% vs 24%; P < .001) diagnoses and diabetes treatment (3% vs 5%; P = .02) as adults. In multivariable models, every SD increase in adolescent MGE was associated with lower probabilities of adult hypertension treatment (MGE,-0.11; 95% CI, -0.16 to -0.6) and diabetes diagnoses (MGE, -0.15; 95% CI, -0.27 to -0.03). Higher younger adult MGE was associated with lower probabilities of adult hypertension diagnoses (MGE, -0.04; 95% CI, -0.07 to -0.01), hypertension treatment (MGE, -0.07; 95% CI, -0.13 to -0.01), and diabetes treatment (MGE, -0.10; 95% CI, -0.20 to -0.01). Adolescent and younger adult MGE outcomes were not associated with other adult CVD outcomes. Conclusions and Relevance In this cohort study of US males, higher adolescent and younger adult MGE was associated with lower adult hypertension and diabetes diagnoses and treatment. These findings suggest that males with high MGE may bear distinctive risks and correspondingly benefit from tailored public health efforts to prevent downstream CVD.
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Affiliation(s)
| | - Jacob C. Jameson
- Center for Health Decision Science, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Elbert S. Huang
- Section of General Internal Medicine, University of Chicago, Chicago, Illinois
- Center for Chronic Disease Research and Policy, University of Chicago, Chicago, Illinois
| | - Ian M. Kronish
- Center for Behavioral Cardiovascular Health, Columbia University Irving Medical Center, New York, New York
| | - Stacy Tessler Lindau
- Department of Obstetrics & Gynecology, University of Chicago, Chicago, Illinois
- Department of Medicine-Geriatrics and Palliative Medicine, University of Chicago, Chicago, Illinois
| | - Monica E. Peek
- Section of General Internal Medicine, University of Chicago, Chicago, Illinois
- MacLean Center for Medical Ethics, University of Chicago, Chicago, Illinois
- Center for the Study of Race, Politics, and Culture, University of Chicago, Chicago, Illinois
| | - Elizabeth L. Tung
- Section of General Internal Medicine, University of Chicago, Chicago, Illinois
- Center for Center for Diabetes Translation Research, University of Chicago, Chicago, Illinois
| | - Harold A. Pollack
- Center for Chronic Disease Research and Policy, University of Chicago, Chicago, Illinois
- Crown Family School of Social Work, Policy and Practice, University of Chicago, Chicago, Illinois
- University of Chicago Health Lab, University of Chicago, Chicago, Illinois
- Department of Public Health Sciences, Biological Sciences Division, University of Chicago, Chicago, Illinois
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Nuñez-Medina HJ, Monero M, Torres LM, Leal E, Gonzalez-Sepulveda L, Mayor ÁM, Renta JY, González-García ER, González A, Melin K, Scott SA, Ruaño G, Hernandez-Suarez DF, Duconge J. Implementing a pharmacogenomic-driven algorithm to guide antiplatelet therapy among Caribbean Hispanics: a non-randomised clinical trial. BMJ Open 2024; 14:e084119. [PMID: 39242160 PMCID: PMC11381646 DOI: 10.1136/bmjopen-2024-084119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/09/2024] Open
Abstract
OBJECTIVES To assess whether genotype-guided selection of oral antiplatelet drugs using a clinical decision support (CDS) algorithm reduces the rate of major adverse cardiovascular and cerebrovascular events (MACCEs) among Caribbean Hispanic patients, after 6 months. DESIGN An open-label, multicentre, non-randomised clinical trial. SETTING Eight secondary and tertiary care hospitals (public and private) in Puerto Rico. PARTICIPANTS 300 Caribbean Hispanic patients on clopidogrel, both genders, underwent percutaneous coronary intervention (PCI) for acute coronary syndromes, stable ischaemic heart disease and documented extracardiac vascular diseases. INTERVENTIONS Patients were separated into standard-of-care (SoC) and genotype-guided (pharmacogenetic (PGx)-CDS) groups (150 each) and stratified by risk scores. Risk scores were calculated based on a previously developed CDS risk prediction algorithm designed to make actionable treatment recommendations for each patient. Individual platelet function, genotypes, clinical and demographic data were included. Ticagrelor was recommended for patients with a high-risk score ≥2 in the PGx-CDS group only, the rest were kept or de-escalated to clopidogrel. The intervention took place within 3-5 days after PCI. Adherence medication score was also measured. PRIMARY AND SECONDARY OUTCOMES The occurrence rate of MACCEs (primary) and bleeding episodes (secondary). Statistical associations between patient time free of events and predictor variables (ie, treatment groups, risk scores) were tested using Kaplan-Meier survival analyses and Cox proportional-hazards regression models. RESULTS The genotype-guided group had a clinically lower but not significantly different risk of MACCEs compared with the SoC group (8.7% vs 10.7%, p=0.56; HR=0.56). Among high-risk score patients, genotype-driven guidance of antiplatelet therapy showed superiority over SoC in reducing MACCE incidence 6 months postcoronary stenting (adjusted HR=0.104; p< 0.0001). CONCLUSIONS The potential benefit of implementing our PGx-CDS algorithm to significantly reduce the incidence rate of MACCEs in post-PCI Caribbean Hispanic patients on clopidogrel was observed exclusively among high-risk patients, with apparently no evident effect in other patient groups. TRIAL REGISTRATION NUMBER NCT03419325.
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Affiliation(s)
- Hector J Nuñez-Medina
- Division of Cardiovascular Medicine, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Mariangeli Monero
- Department of Pharmacology, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Lorna M Torres
- Division of Cardiovascular Medicine, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Enrique Leal
- Division of Cardiovascular Medicine, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Lorena Gonzalez-Sepulveda
- Biostatistics, Epidemiology, and Research Design Core, Hispanic Alliance for Clinical and Translational Research, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Ángel M Mayor
- Biostatistics, Epidemiology, and Research Design Core, Hispanic Alliance for Clinical and Translational Research, Universidad Central Del Caribe, Bayamon, Puerto Rico, USA
| | - Jessicca Y Renta
- Research Centers in Minority Institutions (RCMI) Program, Center for Collaborative Research in Health Disparities (CCRHD), University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Edgardo R González-García
- Division of Cardiovascular Medicine, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Ariel González
- Division of Cardiovascular Medicine, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Kyle Melin
- Department of Pharmacy Practice, School of Pharmacy, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
| | - Stuart A Scott
- Department of Pathology, Stanford University, Stanford, California, USA
| | - Gualberto Ruaño
- Hartford Hospital Institute of Living, Hartford, Connecticut, USA
| | | | - Jorge Duconge
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Puerto Rico Medical Sciences Campus, San Juan, Puerto Rico, USA
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Kengne AP, Brière JB, Gudiña IA, Jiang X, Kodjamanova P, Bennetts L, Khan ZM. The impact of non-pharmacological interventions on adherence to medication and persistence in dyslipidaemia and hypertension: a systematic review. Expert Rev Pharmacoecon Outcomes Res 2024; 24:807-816. [PMID: 38366854 DOI: 10.1080/14737167.2024.2319598] [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: 07/19/2023] [Accepted: 02/13/2024] [Indexed: 02/18/2024]
Abstract
INTRODUCTION Suboptimal medication adherence is common among patients with cardiovascular diseases. We sought evidence on non-pharmacological interventions used to support adherence for patients with hypertension and/or dyslipidemia. METHODS We searched MEDLINE, EMBASE, MEDLINE In-Process, ClinicalTrials.gov, EUCTR, and conference proceedings from July 2011 to July 2021 to identify trials evaluating effects of health education, phone reminders, or digital interventions on medication adherence or persistence of adult patients with hypertension and/or dyslipidemia. Risk of bias was assessed using the Cochrane Risk of Bias Assessment Tool v2. RESULTS Of 64 studies, 62 used health education approaches (e.g. educational interviews, motivational meetings, advice from physicians, and mobile health content), 16 phone reminders (e.g. text reminders, electronic pill-box linked reminders, bi-directional text messaging), and 10 digital applications as interventions (e.g., various self-management applications). All studies assessed medication adherence; only two persistence. Overall, 30 studies (83%) assessing health education approaches alone and 25 (78%) combined with other strategies, 12 (75%) phone reminders and eight studies (80%) digital applications combined with other strategies reported improved medication adherence. Two studies assessing health education approaches reported improved persistence. CONCLUSIONS Our findings indicate non-pharmacological interventions may positively impact adherence. Therefore, 'beyond the pill' approaches could play a role in preventing cardiovascular diseases.
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Affiliation(s)
| | | | | | - Xiaobin Jiang
- Health Economics and Market Access, Amaris Consulting, Shanghai, China
| | - Petya Kodjamanova
- Health Economics and Market Access, Amaris Consulting, Sofia, Bulgaria
| | - Liga Bennetts
- Health Economics and Market Access, Amaris Consulting, Montréal, Canada
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Albulushi A, Al Balushi A, Shahzad M, Al Bulushi I, Al Lawati H. Navigating the crossroads: cardiometabolic risks in cancer survivorship - a comprehensive review. CARDIO-ONCOLOGY (LONDON, ENGLAND) 2024; 10:51. [PMID: 39138547 PMCID: PMC11321223 DOI: 10.1186/s40959-024-00254-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024]
Abstract
The landscape of cancer survivorship is increasingly populated by individuals facing a spectrum of cardiometabolic risks, attributed to both their oncological history and treatment regimens. This manuscript synthesizes findings from various studies, highlighting the prevalence of traditional risk factors-hypertension, dyslipidemia, diabetes-as well as emergent concerns like obesity and metabolic syndrome among survivors. The impact of demographic variables, specific cancer types, and treatment modalities on cardiometabolic health is explored. Through a lens of multidisciplinary management and future research directives, we advocate for an integrative approach to cardiometabolic health in cancer survivors, aiming to ensure their victory over cancer extends into long-term well-being. Furthermore, we discuss the outcome implications of these cardiometabolic risk factors on cardiovascular disease development, future cardiovascular events, and overall survival, supported by studies showing improved outcomes through exercise and risk factor control.
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Affiliation(s)
- Arif Albulushi
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman.
- Advanced Heart Failure & Transplant Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman.
| | - Aisha Al Balushi
- National Hyperbaric Medicine Centre, The Royal Hospital, Muscat, Oman
| | - Muhhamed Shahzad
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Ismail Al Bulushi
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Hatim Al Lawati
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
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Sathe C, Raghunathan R, Ulene S, McAuley F, Bhatt KA, McGuinness JE, Trivedi MS, Vasan N, Kalinsky KM, Crew KD, Faheem KF, Harden E, Law C, Hershman DL, Accordino MK. Use of a Smartphone Application to Promote Adherence to Oral Medications in Patients With Breast Cancer. JCO Oncol Pract 2024:OP2400187. [PMID: 39058963 DOI: 10.1200/op.24.00187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/24/2024] [Accepted: 06/17/2024] [Indexed: 07/28/2024] Open
Abstract
PURPOSE Medication nonadherence is common among patients with breast cancer (BC) and increases BC mortality and complications from comorbidities. There is growing interest in mobile health interventions such as smartphone applications (apps) to promote adherence. METHODS Use of Medisafe, a medication reminder and tracking app, was tested over 12 weeks among patients on BC treatment and at least one oral medication. Study participants were instructed to generate adherence reports every 4 weeks through Medisafe and were deemed to have completed the intervention if >50% of reports were generated. The primary end point was feasibility of the intervention, defined as a completion rate of ≥75% of consented patients. Secondary end points included changes in self-reported nonadherence from baseline to 12 weeks and patient-reported outcomes including reasons for nonadherence and satisfaction with Medisafe. We conducted univariable and multivariable analyses to evaluate demographic and clinical factors associated with intervention completion. RESULTS Among 100 patients enrolled, 78 (78.0%) completed the intervention. Age, race, ethnicity, clinical stage, and type of medication were not associated with odds of intervention completion. Self-reported nonadherence rates did not improve from baseline to postintervention in the overall study population. However, among patients with self-reported nonadherence at baseline, 26.3% reported adherence postintervention; these patients frequently reported logistical barriers to adherence. Study participants reported high levels of satisfaction with Medisafe, noting that the app was highly functional and provided high-quality information. CONCLUSION Smartphone apps such as Medisafe are feasible and associated with high patient satisfaction. They may improve adherence in nonadherent patients and those who face logistical challenges interfering with medication-taking. Future trials of mobile health interventions should target patients at high risk for medication nonadherence.
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Affiliation(s)
- Claire Sathe
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Rohit Raghunathan
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Sophie Ulene
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Fiona McAuley
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Kishan A Bhatt
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Julia E McGuinness
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Meghna S Trivedi
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Neil Vasan
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | | | - Katherine D Crew
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Khadija F Faheem
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Erik Harden
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Cynthia Law
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Melissa K Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
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Albulushi A, Balushi AA, Shahzad M, Bulushi IA, Lawati HA. Navigating the crossroads: cardiometabolic risks in cancer survivorship - a comprehensive review. CARDIO-ONCOLOGY (LONDON, ENGLAND) 2024; 10:36. [PMID: 38879583 PMCID: PMC11179285 DOI: 10.1186/s40959-024-00240-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 06/10/2024] [Indexed: 06/19/2024]
Abstract
The landscape of cancer survivorship is increasingly populated by individuals facing a spectrum of cardiometabolic risks, attributed to both their oncological history and treatment regimens. This manuscript synthesizes findings from various studies, highlighting the prevalence of traditional risk factors-hypertension, dyslipidemia, diabetes-as well as emergent concerns like obesity and metabolic syndrome among survivors. The impact of demographic variables, specific cancer types, and treatment modalities on cardiometabolic health is explored. Through a lens of multidisciplinary management and future research directives, we advocate for an integrative approach to cardiometabolic health in cancer survivors, aiming to ensure their victory over cancer extends into long-term well-being.
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Affiliation(s)
- Arif Albulushi
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman.
| | - Aisha Al Balushi
- National Hyperbaric Medicine Centre, The Royal Hospital, Muscat, Oman
| | - Muhhamed Shahzad
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Ismail Al Bulushi
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
| | - Hatim Al Lawati
- Department of Adult Cardiology, National Heart Center, The Royal Hospital, Muscat, Oman
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Kerwagen F, Ohlmeier C, Evers T, Herrmann S, Bayh I, Michel A, Kruppert S, Wilfer J, Wachter R, Böhm M, Störk S. Real-world characteristics and use patterns of patients treated with vericiguat: A nationwide longitudinal cohort study in Germany. Eur J Clin Pharmacol 2024; 80:931-940. [PMID: 38472389 PMCID: PMC11098883 DOI: 10.1007/s00228-024-03654-0] [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: 01/17/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024]
Abstract
PURPOSE Vericiguat reduced clinical endpoints in patients experiencing worsening heart failure in clinical trials, but its implementation outside trials is unclear. METHODS This retrospective analysis of longitudinally collected data was based on the IQVIA™ LRx database, which includes ~ 80% of the prescriptions of the 73 million people covered by the German statutory health insurance. RESULTS Between September 2021 and December 2022, vericiguat was initiated in 2916 adult patients. Their mean age was 73 ± 13 years and 28% were women. While approximately 70% were uptitrated beyond 2.5 mg, only 36% reached 10 mg. Median time to up-titration from 2.5 mg to 5 mg was 17 (quartiles: 11-33) days, and from 2.5 to 10 mg 37 (25-64) days, respectively. In 87% of the patients, adherence to vericiguat was high as indicated by a medication possession ratio of ≥ 80%, and 67% of the patients persistently used vericiguat during the first year. Women and older patients reached the maximal dose of 10 mg vericiguat less often and received other substance classes of guideline-recommended therapy (GDMT) less frequently. The proportion of patients receiving four pillars of GDMT increased from 29% before vericiguat initiation to 44% afterwards. CONCLUSION In a real-world setting, despite higher age than in clinical trials, adherence and persistence of vericiguat appeared satisfactory across age categories. Initiation of vericiguat was associated with intensification of concomitant GDMT. Nevertheless, barriers to vericiguat up-titration and implementation of other GDMT, applying in particular to women and elderly patients, need to be investigated further.
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Affiliation(s)
- Fabian Kerwagen
- Department of Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, D-97080, Würzburg, Germany
- Department of Internal Medicine I, University Hospital Würzburg, D-97080, Würzburg, Germany
| | | | | | | | | | | | | | - Joanna Wilfer
- IQVIA Commercial GmbH & Co. OHG, Frankfurt am Main, Germany
| | - Rolf Wachter
- Department of Cardiology, University Hospital Leipzig, Leipzig, Germany
| | - Michael Böhm
- Department of Internal Medicine Clinic III, Saarland University Hospital, Homburg/Saar, Germany
| | - Stefan Störk
- Department of Clinical Research and Epidemiology, Comprehensive Heart Failure Center, University Hospital Würzburg, D-97080, Würzburg, Germany.
- Department of Internal Medicine I, University Hospital Würzburg, D-97080, Würzburg, Germany.
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11
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Sales I, AlRuthia Y. Arabic translation and cultural adaptation of Hill-Bone compliance to high blood pressure therapy scale. Saudi Pharm J 2024; 32:102053. [PMID: 38590609 PMCID: PMC10999866 DOI: 10.1016/j.jsps.2024.102053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 03/26/2024] [Indexed: 04/10/2024] Open
Abstract
Background Adherence to prescription medications is vital to the success of any treatment plan, especially for chronic health conditions, such as hypertension (HTN). Although there are different scales used in assessing adherence to prescription medications, most if not all, of those scales are not available in Arabic. The absence of essential assessment tools makes the appraisal of adherence to prescription medications very difficult for native Arabic speakers. Therefore, this study aimed to translate and validate the Hill-Bone Compliance to High Blood Pressure Therapy (CHBPT) scale, which is commonly used to assess adherence to antihypertensive medications, among a sample of Arabic-speaking patients with HTN. Methods This was a single-center cross-sectional study that took place at a university-affiliated hospital. It interviewed adult (≥18 years) patients with HTN who were visiting the primary care clinics between January and November 2020. Non-Arabic speakers, those under 18 years of age, individuals without a diagnosis of HTN, and patients without any previously filled prescription medications for HTN within the past three months were excluded. The forward-backward translation method was used after receiving permission from the originators of the questionnaire to translate their scale to Arabic. Test-retest and Cronbach alpha methods were used to assess the reliability. Principal component analysis with varimax rotation was used to examine the construct validity. Results One hundred and forty-one patients consented and participated in the study. Most of the patients were ≥ 50 years old (75 %), male (72 %), and had another chronic health condition besides HTN (99 %). The translated scale had good internal consistency (Cronbach alpha = 0.83) and reliability (intraclass correlation coefficient of 0.9). The Kaiser-Meyer-Oklin was 0.82 indicating adequate sampling to conduct factor analysis; hence, three factors (e.g., subscales) were extracted similar to the original scale. The mean scores for appointment keeping, medication taking, and reducing sodium intake subscales, as well as for the overall scale were 5.62 ± 1.39, 33.94 ± 3.87, 9.73 ± 2.1, and 49.29 ± 5.21, respectively. Conclusion The translated version of the Hill-Bone CHBPT scale has both good reliability and validity and will hopefully help healthcare providers assess and monitor HTN patients' adherence to their antihypertensive medication regimens. Multicenter studies should be conducted to verify the validity and reliability of the translated questionnaire among different Arabic-speaking patient populations with HTN.
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Affiliation(s)
- Ibrahim Sales
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
| | - Yazed AlRuthia
- Department of Clinical Pharmacy, College of Pharmacy, Riyadh, Saudi Arabia
- Pharmacoeconomics Research Unit, Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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12
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Zhao B, Wu J, Lu C, Feng XL. Generic substitution of amlodipine is not associated with increased risk of mortality or adverse cardiovascular events: An observational cohort study. Clin Transl Sci 2024; 17:e13779. [PMID: 38545866 PMCID: PMC10974714 DOI: 10.1111/cts.13779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 02/05/2024] [Accepted: 03/12/2024] [Indexed: 04/19/2024] Open
Abstract
This study aims to assess clinical outcomes following switching from originator to generic amlodipine. This population-based, matched, cohort study included users of originator amlodipine using claims data during 2018-2020 from a health system in Tianjin, China, in which usage of generic amlodipine was promoted by a drug procurement policy, the national volume-based procurement. Non-switchers refer to those remained on originator after the policy, while pure-switchers were those who switched to and continued using generic amlodipine, and back-switchers were those switched to generic amlodipine but then back to the originator. Propensity score matching generates comparable non-switchers and pure-switchers pairs, and non-switchers and back-switchers pairs. The primary outcome was major adverse cardiovascular events (MACEs), defined as all-cause mortality, stroke, and myocardial infarction during follow-up (April 1, 2019 to December 30, 2020). Secondary outcomes included heart failure, atrial fibrillation, and adherence to amlodipine. The hazard ratio (HR) for each clinical outcome was assessed through Cox proportional hazard regression. In total, 5943 non-switchers, 2949 pure-switchers, and 3061 back-switchers were included (mean age: 62.9 years; 55.5% men). For the matched pairs, pure-switchers (N = 2180) presented no additional risks of clinical outcomes compared to non-switchers (N = 4360) (e.g., MACEs: 2.86 vs. 2.95 events per 100 person-years; HR = 0.97 [95%CI: 0.70-1.33]). Back-switchers (N = 1998) also presented no additional risk compared to non-switchers (N = 3996) for most outcomes except for stroke (HR = 1.55 [95%CI: 1.03-2.34]). Pure-switchers and back-switchers all had better amlodipine adherence than non-switchers. Generic substitution of amlodipine is not associated with increased risk of cardiovascular events or all-cause mortality, but improves medicine adherence.
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Affiliation(s)
- Boya Zhao
- School of Pharmaceutical Science and TechnologyTianjin UniversityTianjinChina
- School of Public HealthPeking UniversityBeijingChina
- Center for Social Science Survey and DataTianjin UniversityTianjinChina
| | - Jing Wu
- School of Pharmaceutical Science and TechnologyTianjin UniversityTianjinChina
- Center for Social Science Survey and DataTianjin UniversityTianjinChina
| | - Chengzhi Lu
- Department of CardiologyTianjin First Central HospitalTianjinChina
| | - Xing Lin Feng
- School of Public HealthPeking UniversityBeijingChina
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13
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GNAZÉGBO A, KARIDIOULA HA, SYLLA A, BONY KÉ, KOFFI YT, TOURÉ A, KONÉ BAK, KOUAMÉASSOUAN AÉ. [Evaluation of the management of hypertension among stroke patients in a neurology department of Côte d'Ivoire]. MEDECINE TROPICALE ET SANTE INTERNATIONALE 2024; 4:mtsi.v4i1.2024.366. [PMID: 38846129 PMCID: PMC11151912 DOI: 10.48327/mtsi.v4i1.2024.366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 12/12/2023] [Indexed: 06/09/2024]
Abstract
Introduction Reducing blood pressure after stroke is important to prevent recurrent stroke, but we have no data about the control of blood pressure in our context. The purpose of this study was to assess management of hypertension among post-stroke patients in a neurology department. Method It was a retrospective study involving hypertensive stroke patients. They were followed up at 1, 3, 6 and 12 months after discharge. Results 141 patients fulfilled the inclusion criteria. The mean age was 61 years. Almost all patients (94.3%) received a dual antihypertensive therapy combining mainly an ACE inhibitor and a diuretic (70.2%). During follow-up, only 76 patients were assessed at M1, 50 at M3, 44 at M6 and 42 at M12. The average monthly cost of antihypertensive treatment was 13,771 CFA francs (21 euros). Non-adherence to antihypertensive medication were mostly noted in widows, patients without occupation, those with low education and no health insurance. At one year, blood pressure was controlled in 80% of the 42 patients still present. Non-control of blood pressure was related to poor therapeutic compliance (p<0.05). Conclusion This study highlights follow-up issues in hypertensive post-stroke patients with a high number of lost to follow-up. Blood pressure was controlled in patients who were regularly followed and adherent to antihypertensive treatment.
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Affiliation(s)
- Any GNAZÉGBO
- Service de neurologie, Centre hospitalier universitaire de Bouaké, Côte d'Ivoire
| | | | - Assata SYLLA
- Service de neurologie, Centre hospitalier universitaire de Bouaké, Côte d'Ivoire
| | - Kotchi Élysée BONY
- Service de neurologie, Centre hospitalier universitaire de Bouaké, Côte d'Ivoire
| | | | - Aïcha TOURÉ
- Service de neurologie, Centre hospitalier universitaire de Bouaké, Côte d'Ivoire
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14
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Baklouti M, Mejdoub Y, Tombohindy MG, Ketata N, Jdidi J, Triki F, Yaich S, Abid L. Impact of Therapeutic Education on the Management of High Blood Pressure: A Quasi-experimental Survey From Southern Tunisia. Crit Pathw Cardiol 2024; 23:30-35. [PMID: 37831463 DOI: 10.1097/hpc.0000000000000337] [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: 10/14/2023]
Abstract
INTRODUCTION The prevalence of arterial hypertension (HTA) was continuously increased with a low percentage of pressure control blood pressure among treated patients. Therapeutic education (TE) was one of the inventive methods in the management of high blood pressure (HBP) worldwide. The objective was to assess the impact of TE on the control and management of HBP. METHODS This was a quasi-experimental study consisting of an intervention, a pretest, and a post-test evaluation. This study was conducted in the external consultation service of cardiology CHU HEDI CHAKER of Sfax during over a period of 4 months (November 2021-March 2022). RESULTS In total, 35 of the patients (50%) were women with a sex ratio of 1. The mean age was 63.33 ± 8.91 years. We noted a statistically significant decrease on both systolic and diastolic blood pressure blood pressure values after TE among educated patients (135.3 ± 9.77 vs. 141.9 ± 10.9; P = 0.010) and (75 [70-80] vs. 80 [75-80]; P = 0.002), respectively. We found a significantly good knowledge about HBP definition (Odds ratio [OR] = 3.4; P = 0.022), HBP symptoms (OR = 9.1; P < 0.001), and HBP complications (OR = 12.3; P < 0.001) among educated patients. A significant association was noted between educated patients and low daily salt consumption after TE (OR = 2.7; P = 0.048). Powered by Editorial Manager and ProduXion Manager from Aries Systems Corporation Educated patients had significantly more adequate auto-control devise use (OR = 1.01; P = 0.028). Moreover, the respect of therapeutic compliance was statistically more important among educated patients (OR = 3.7; P = 0.028). CONCLUSIONS Our results showed that the TE training session is an operative intervention to improve HBP management. Thus, integrating TE therapy in daily care should be continuous and should be exhaustive to all cardiovascular and all chronic diseases.
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Affiliation(s)
- Mouna Baklouti
- From the Community Health and Epidemiology Department, Hedi Chaker University Hospital, University of Sfax, Tunisia
| | - Yosra Mejdoub
- From the Community Health and Epidemiology Department, Hedi Chaker University Hospital, University of Sfax, Tunisia
| | | | - Nouha Ketata
- From the Community Health and Epidemiology Department, Hedi Chaker University Hospital, University of Sfax, Tunisia
| | - Jihen Jdidi
- From the Community Health and Epidemiology Department, Hedi Chaker University Hospital, University of Sfax, Tunisia
| | - Faten Triki
- Cardiology Department Hedi Chaker University Hospital, University of Sfax, Tunisia
| | - Sourour Yaich
- From the Community Health and Epidemiology Department, Hedi Chaker University Hospital, University of Sfax, Tunisia
| | - Leila Abid
- Cardiology Department Hedi Chaker University Hospital, University of Sfax, Tunisia
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15
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Nuñez-Medina H, Monero M, Torres LM, Leal E, González-Sepúlveda L, Mayor ÁM, Renta JY, González-García ER, González A, Melin K, Scott SA, Ruaño G, Hernandez-Suarez DF, Duconge J. Implementing a Pharmacogenomic-driven Algorithm to Guide Antiplatelet Therapy among Caribbean Hispanics: A non-randomized prospective cohort study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.12.05.23299547. [PMID: 38106133 PMCID: PMC10723501 DOI: 10.1101/2023.12.05.23299547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Background After percutaneous coronary intervention (PCI), clopidogrel resistant patients are at an increased risk of major adverse cardiovascular and cerebrovascular events (MACCEs). We aimed to assess whether genotype-guided selection of oral antiplatelet drugs using a clinical decision support (CDS) algorithm reduces the occurrence of these ischemic events and improves outcomes among Caribbean Hispanic patients from Puerto Rico, who are underrepresented in clinical pharmacogenomic (PGx)-guided implementation studies. Methods Individual platelet function testing (PRU) measures, CYP2C19*2 and PON1 rs662 genotypes, clinical and demographic data from 8 medical facilities were included. Patients were separated into standard of care (SoC) and genotype-guided groups (150 each). Risk scores were calculated based on a previously developed CDS risk prediction algorithm designed to make actionable treatment recommendations for each patient. Alternative therapy with ticagrelor was recommended for patients with a high risk score ≥2. Statistical associations between patient time free of MACCEs and predictor variables (i.e., treatment groups, risk scores) were tested in this population using Kaplan-Meier survival analyses and Cox proportional-hazards regression models. Results Median age of participants is 67 years; BMI: 27.8; 48% women; 14% smokers; 59% with type-2 diabetes mellitus (T2DM). Among patients with high-risk scores who were free from MACCE events 6 months after coronary stenting, genotype-driven guidance of antiplatelet therapy showed superiority over SoC in terms of reducing the incidence rate of atherothrombotic events. Conclusions The clinical utility of our PGx-driven CDS algorithm to reduce the incidence rate of MACCEs among post-PCI Caribbean Hispanic patients on clopidogrel was externally demonstrated. Clinical Trial Registration Unique Identifier NCT03419325.
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Affiliation(s)
- Héctor Nuñez-Medina
- Division of Cardiovascular Medicine, University of Puerto Rico - Medical Sciences Campus, School of Medicine, San Juan, Puerto Rico, United States
| | - Mariangeli Monero
- Department of Pharmacology, School of Medicine, University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Lorna M Torres
- Division of Cardiovascular Medicine, University of Puerto Rico - Medical Sciences Campus, School of Medicine, San Juan, Puerto Rico, United States
| | - Enrique Leal
- Division of Cardiovascular Medicine, University of Puerto Rico - Medical Sciences Campus, School of Medicine, San Juan, Puerto Rico, United States
| | - Lorena González-Sepúlveda
- Biostatistics, Epidemiology, and Research Design Core. Hispanic Alliance for Clinical and Translational Research, University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Ángel M Mayor
- Biostatistics, Epidemiology, and Research Design Core. Hispanic Alliance for Clinical and Translational Research, University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Jessicca Y Renta
- Research Centers in Minority Institutions (RCMI) Program, Center for Collaborative Research in Health Disparities (CCRHD), University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Edgardo R González-García
- Research Centers in Minority Institutions (RCMI) Program, Center for Collaborative Research in Health Disparities (CCRHD), University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Ariel González
- Division of Cardiovascular Medicine, University of Puerto Rico - Medical Sciences Campus, School of Medicine, San Juan, Puerto Rico, United States
| | - Kyle Melin
- Department of Pharmaceutical Sciences and Pharmacy Practice, School of Pharmacy, University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
| | - Stuart A Scott
- Department of Pathology, Stanford University, Palo Alto, CA 94304, United States
| | - Gualberto Ruaño
- Institute of Living at Hartford Hospital; Hartford, CT 06102, USA
| | | | - Jorge Duconge
- Department of Pharmaceutical Sciences and Pharmacy Practice, School of Pharmacy, University of Puerto Rico - Medical Sciences Campus, San Juan, Puerto Rico, 00936, United States
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16
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Lapa ME, Swabe GM, Magnani JW. Association of Depression and Adherence to Oral Anticoagulation in Patients With Atrial Fibrillation. J Am Heart Assoc 2023; 12:e031281. [PMID: 37982265 PMCID: PMC10727299 DOI: 10.1161/jaha.123.031281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 10/25/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Adherence to oral anticoagulation is essential for stroke prevention in atrial fibrillation (AF). Depression has been associated with decreased adherence to medications in multiple disease states and in AF is further associated with increased risk of stroke. We hypothesized that individuals with depression and AF have decreased adherence to anticoagulation than those without depression. METHODS AND RESULTS We used administrative claims data to identify individuals with AF initiating anticoagulation with direct-acting oral anticoagulants (DOACs) or warfarin between 2013 and 2019. We quantified adherence using proportion of days covered, categorized as limited (proportion of days covered, <80%), adequate (proportion of days covered, ≥80% to <90%), or optimal (proportion of days covered, ≥90%). We related depression to 12-month adherence to anticoagulation in logistic regression models, adjusting for demographics, medical and psychiatric comorbidities, household income, educational attainment, and insurance type. As a secondary analysis, we determined the association of depression to adherence for each DOAC agent. We identified 101 041 individuals (aged 74.5±8.9 years; 50.6% women; 29.5% race or ethnicity other than White, including Asian or Black race and Hispanic ethnicity) who initiated either DOACs or warfarin. The odds of adequate adherence to DOACs was 11% (95% CI, 0.85-0.93), and the odds of optimal adherence was 12% (95% CI, 0.83-0.91) less in individuals with depression than those without. Depression was not associated with adherence to warfarin. CONCLUSIONS We identified an association between depression and decreased adherence to DOACs but not warfarin in individuals with AF. Recognizing depression in AF may guide interventions to improve anticoagulation adherence and reduce stroke risk.
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Affiliation(s)
| | | | - Jared W. Magnani
- Department of MedicineUniversity of PittsburghPittsburghPA
- Center for Research on Health Care, Department of MedicineUniversity of PittsburghPittsburghUSA
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17
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Ibrahim S, Nurmohamed NS, Collard D, de Weger A, Hovingh GK, van den Born BH, Reeskamp LF, Stroes ESG, Brouwer TF. Association Between Self-Rated Medication Adherence and Adverse Cardiovascular Outcomes in Patients With Hypertension. J Am Heart Assoc 2023; 12:e031418. [PMID: 37947117 PMCID: PMC10727306 DOI: 10.1161/jaha.123.031418] [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: 06/23/2023] [Accepted: 09/26/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Medication nonadherence contributes to poor health outcomes but remains challenging to identify. This study assessed the association between self-rated adherence and systolic blood pressure, low-density lipoprotein cholesterol levels, cardiovascular events, and all-cause mortality in SPRINT (Systolic Blood Pressure Intervention Trial). METHODS AND RESULTS A total of 9361 patients randomized to 2 systolic blood pressure target groups, <120 mm Hg (intensive) and <140 mm Hg (standard), self-rated their medication adherence at each visit by marking a scale, ranging from 0% to 100%. Lower and high adherence were defined as scores ≤80% and >80%, respectively. Linear mixed effect regression models and Cox proportional hazard models were used to evaluate the association between self-rated adherence and systolic blood pressure and low-density lipoprotein cholesterol and cardiovascular events and all-cause mortality, respectively. A total of 9278 participants (mean age 68±9.4 years, 35.6% female) had repeated self-rated adherence measurements available, with a mean of 15±4 measurements per participant over 3.8 years follow-up. Of these, 2694 participants (29.0%) had ≥1 adherence measurements ≤80%. Compared with high-adherent patients, patients with lower adherence had significantly higher estimated on-treatment systolic blood pressure at 2-year follow-up: 128.7 (95% CI, 127.6-129.9) versus 120.0 (95% CI, 119.7-120.2) mm Hg in the intensive arm; and 139.8 (95% CI 138.4-141.1) versus 135.0 (95% CI 134.7-135.2) in the standard arm. Moreover, lower adherence was associated with an estimated 11 mg/dL higher low-density lipoprotein cholesterol level, more cardiovascular events (hazard ratio [HR], 1.69 [95% CI, 1.20-2.39]), and higher all-cause mortality (HR, 1.63 [95% CI, 1.16-2.31]). CONCLUSIONS Self-rated adherence allows identification of lower medication adherence and correlates with blood pressure control, low-density lipoprotein cholesterol levels, and adverse outcomes.
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Affiliation(s)
- Shirin Ibrahim
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Nick S. Nurmohamed
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
- Department of Cardiology, Amsterdam UMCVrije UniversiteitAmsterdamThe Netherlands
| | - Didier Collard
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Anouk de Weger
- Department of Cardiology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - G. Kees Hovingh
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | | | - Laurens F. Reeskamp
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Erik S. G. Stroes
- Department of Vascular Medicine, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
| | - Tom F. Brouwer
- Department of Cardiology, Amsterdam UMCUniversity of AmsterdamAmsterdamThe Netherlands
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Sozmen K, Ergor G, Sakarya S, Dinc Horasan G, Sahan C, Ekinci B, Arikan A, Sis S, Unal B. Evaluation of Blood Pressure Status and Mortality in Turkey: Findings from Chronic Diseases and Risk Factors Cohort Study. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1366. [PMID: 37629656 PMCID: PMC10456768 DOI: 10.3390/medicina59081366] [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: 05/26/2023] [Revised: 07/11/2023] [Accepted: 07/23/2023] [Indexed: 08/27/2023]
Abstract
Background and objectives: An important Non-Communicable Disease risk factor, hypertension (HT), is highly prevalent and controlled HT rates are not sufficient which increases the risk of developing premature deaths. The purpose of the study is to evaluate differences in all-cause and cardiovascular-related mortality according to HT status by using national data from Chronic Diseases and Risk Factors Survey in Turkey (2011-2017). Materials and Methods: Cox regression models were used to estimate hazard ratios (HR) for predicting the all-cause and cardiovascular system-related mortalities. Median follow-up period was 6.2 years. Results: Among individuals with HT, 41.8% was untreated, 30.1% received treatment and had controlled blood pressure, and 28.1% were under treatment but had uncontrolled BP levels. The hazard for mortality among treated & uncontrolled hypertensive participants was significantly higher for all-cause (HR = 1.32, 95% CI = 1.06-1.65), cardiovascular (HR = 2.11, 95% CI = 1.46-3.06), heart disease (HR = 2.24, 95% CI = 1.46-3.43), and Coronary Heart Disease mortality (HR = 2.66, 95% CI = 1.56-4.53) compared to normotensive participants. Conclusions: Individuals with HT who were treated but do not have controlled blood pressure in Turkey had a significantly increased risk of Cardiovascular Disease and all-cause mortality. Along with studies investigating the causes of uncontrolled blood pressure despite initiation of treatment, support should be provided to patients in cases of non-adherence to antihypertensive medication or life change recommendations.
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Affiliation(s)
- Kaan Sozmen
- Department of Public Health, Faculty of Medicine, Izmir Katip Celebi University, Izmir 35620, Türkiye
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
| | - Gul Ergor
- Department of Public Health, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Türkiye; (G.E.); (C.S.)
| | - Sibel Sakarya
- Department of Public Health, Faculty of Medicine, Koc University, Istanbul 34010, Türkiye
| | - Gonul Dinc Horasan
- Department of Public Health, Faculty of Medicine, Izmir University of Economics, Izmir 35330, Türkiye;
| | - Ceyda Sahan
- Department of Public Health, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Türkiye; (G.E.); (C.S.)
| | - Banu Ekinci
- Department of Chronic Diseases and Elderly Health, General Directorate of Public Health of Turkey, Ankara 06430, Türkiye; (B.E.); (A.A.); (S.S.)
| | - Ahmet Arikan
- Department of Chronic Diseases and Elderly Health, General Directorate of Public Health of Turkey, Ankara 06430, Türkiye; (B.E.); (A.A.); (S.S.)
| | - Secil Sis
- Department of Chronic Diseases and Elderly Health, General Directorate of Public Health of Turkey, Ankara 06430, Türkiye; (B.E.); (A.A.); (S.S.)
| | - Belgin Unal
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA;
- Department of Public Health, Faculty of Medicine, Dokuz Eylul University, Izmir 35340, Türkiye; (G.E.); (C.S.)
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Witting C, Azizi Z, Gomez SE, Zammit A, Sarraju A, Ngo S, Hernandez-Boussard T, Rodriguez F. Natural language processing to identify reasons for sex disparity in statin prescriptions. Am J Prev Cardiol 2023; 14:100496. [PMID: 37128554 PMCID: PMC10147966 DOI: 10.1016/j.ajpc.2023.100496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 03/27/2023] [Accepted: 04/10/2023] [Indexed: 05/03/2023] Open
Abstract
Background Statins are the cornerstone of treatment of patients with atherosclerotic cardiovascular disease (ASCVD). Despite this, multiple studies have shown that women with ASCVD are less likely to be prescribed statins than men. The objective of this study was to use Natural Language Processing (NLP) to elucidate factors contributing to this disparity. Methods Our cohort included adult patients with two or more encounters between 2014 and 2021 with an ASCVD diagnosis within a multisite electronic health record (EHR) in Northern California. After reviewing structured EHR prescription data, we used a benchmark deep learning NLP approach, Clinical Bidirectional Encoder Representations from Transformers (BERT), to identify and interpret discussions of statin prescriptions documented in clinical notes. Clinical BERT was evaluated against expert clinician review in 20% test sets. Results There were 88,913 patients with ASCVD (mean age 67.8±13.1 years) and 35,901 (40.4%) were women. Women with ASCVD were less likely to be prescribed statins compared with men (56.6% vs 67.6%, p <0.001), and, when prescribed, less likely to be prescribed guideline-directed high-intensity dosing (41.4% vs 49.8%, p <0.001). These disparities were more pronounced among younger patients, patients with private insurance, and those for whom English is their preferred language. Among those not prescribed statins, women were less likely than men to have statins mentioned in their clinical notes (16.9% vs 19.1%, p <0.001). Women were less likely than men to have statin use reported in clinical notes despite absence of recorded prescription (32.8% vs 42.6%, p <0.001). Women were slightly more likely than men to have statin intolerance documented in structured data or clinical notes (6.0% vs 5.3%, p=0.003). Conclusions Women with ASCVD were less likely to be prescribed guideline-directed statins compared with men. NLP identified additional sex-based statin disparities and reasons for statin non-prescription in clinical notes of patients with ASCVD.
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Affiliation(s)
- Celeste Witting
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of Medicine, Stanford University, Center for Academic Medicine, Mail Code 5687, 453 Quarry Road, Palo Alto, Stanford, CA, USA
| | - Zahra Azizi
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of Medicine, Stanford University, Center for Academic Medicine, Mail Code 5687, 453 Quarry Road, Palo Alto, Stanford, CA, USA
- Center for Digital Health, Stanford University, Stanford, CA, USA
| | - Sofia Elena Gomez
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of Medicine, Stanford University, Center for Academic Medicine, Mail Code 5687, 453 Quarry Road, Palo Alto, Stanford, CA, USA
| | - Alban Zammit
- Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA, USA
| | - Ashish Sarraju
- Department of Cardiovascular Medicine, Heart, Vascular & Thoracic Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Summer Ngo
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of Medicine, Stanford University, Center for Academic Medicine, Mail Code 5687, 453 Quarry Road, Palo Alto, Stanford, CA, USA
| | - Tina Hernandez-Boussard
- Department of Medicine, Biomedical Informatics, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
- Department of Surgery, Stanford University School of Medicine, Stanford, CA, USA
| | - Fatima Rodriguez
- Stanford University Division of Cardiovascular Medicine and Cardiovascular Institute, Department of Medicine, Stanford University, Center for Academic Medicine, Mail Code 5687, 453 Quarry Road, Palo Alto, Stanford, CA, USA
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20
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Subih MM, Abu Saleh F, Malak MZ. Medication adherence among patients with cardiovascular diseases: a cross-sectional study. J Res Nurs 2023; 28:272-282. [PMID: 37534262 PMCID: PMC10392714 DOI: 10.1177/17449871231175737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023] Open
Abstract
Background Medication adherence has been recognised as one of the greatest areas to improve health outcomes and reduce health expenditure. Poor medication adherence has multifactorial causes that need to be understood. Aim To determine the levels of medication adherence and examine the factors associated with medication adherence among patients with cardiovascular diseases (CVDs) in Jordan. Methods A cross-sectional, descriptive correlational design was used to conduct this study. A convenience sample was used to recruit 250 patients with CVDs from outpatient clinics of Jordanian hospitals. Data were collected using the Multidimensional Scale of Perceived Social Support and Morisky Medication Adherence Scale, in addition to sociodemographic and clinical-related factors during the period from June to September 2019. Results It was found that the total mean score of medication adherence was 2.84 (standard deviation = 1.9), which reflected low adherence. A significant positive correlation was found between medication adherence and marital status and the number of diseases. However, smoking was negatively correlated with medication adherence. Smoking was the predictor of medication adherence. Conclusions Medication adherence among patients with CVDs needs to be improved. Thus, healthcare professionals should develop strategies and interventions based on identifying factors to enhance medication adherence among those patients.
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Affiliation(s)
- Maha M Subih
- Assistant Professor, Adult Health Nursing, Faculty of Nursing, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Fadwa Abu Saleh
- Registered Nurse and Echo Technician, Royal Medical Services, Amman, Jordan
| | - Malakeh Z Malak
- Associate Professor, Community Health Nursing, Faculty of Nursing, Al-Zaytoonah University of Jordan, Amman, Jordan
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21
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Shin J, Konlan KD. Prevalence and determinants of medication adherence among patients taking antihypertensive medications in Africa: A systematic review and meta-analysis 2010-2021. Nurs Open 2023; 10:3506-3518. [PMID: 36693022 PMCID: PMC10170912 DOI: 10.1002/nop2.1613] [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] [Received: 08/26/2021] [Revised: 06/02/2022] [Accepted: 12/16/2022] [Indexed: 01/25/2023] Open
Abstract
AIM This study synthesized the prevalence and determinants of hypertension medication adherence. DESIGN Systematic review and meta-analysis through systematic search in PUBMED, EMBASE, CINAHL, Cochrane library and Google Scholar, from 2010 to 2021. METHODS Screening was conducted and reported according to PRISMA criteria, and ten studies identified according to predetermined criteria. The studies were evaluated using the Mixed Method Appraisal Tool. Analysis was done using the narrative synthesis method. Prevalence data were examined using random effects meta-analysis in Comprehensive Meta-Analysis version 3. RESULTS The overall prevalence of medication adherence was 34.1%, and determinants of medication adherence were the ability to attain hypertension control; hypertension knowledge; and treatment-related factors including belief of the drug efficacy, having commodities, sociocultural and financial-related factors. It is imperative to develop, test and use a comprehensive hypertension medication adherence tool that is culturally congruent to Africa.
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Affiliation(s)
- Jinhee Shin
- College of NursingWoosuk UniversityWanju‐gunKorea
| | - Kennedy Diema Konlan
- Mo‐Im Kim Nursing Research InstituteYonsei University College of NursingSeoulSouth Korea
- Department of Public Health Nursing, School of Nursing and MidwiferyUniversity of Health and Allied SciencesHoGhana
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22
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Kalantzi V, Kalafati IP, Belitsi V, Tsiampalis T, Koutsonasios I, Androutsos O, Bonoti F, Panagiotakos DB, Kosti RI. Cardiometabolic Patient-Related Factors Influencing the Adherence to Lifestyle Changes and Overall Treatment: A Review of the Recent Literature. Life (Basel) 2023; 13:life13051153. [PMID: 37240798 DOI: 10.3390/life13051153] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/02/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023] Open
Abstract
It is well acknowledged that most of the modifiable risk factors for Cardiovascular Diseases (CVDs) can be averted through lifestyle modifications beyond medication adherence. This review aims to critically evaluate the cardiometabolic (CM) patient-related factors that influence the adherence to lifestyle changes studied alone and/or in combination with medication. A comprehensive literature search of PubMed articles from 2000 to 2023 retrieved 379 articles. After removing the articles which were not relevant, a total of 28 cross-sectional studies was chosen (12 qualitative, and 16 quantitative). The findings confirmed that five groups of factors influence patients' adherence to overall treatment: (1) health beliefs, knowledge, and perceptions regarding the risks and challenges of disease and medication intake along with adherence process perceptions; (2) self-concept; (3) emotions; (4) patient-healthcare providers relationship/communication and (5) social and cultural interactions. It is worth mentioning that cultural issues, such as culinary particularities, ethnic identity, social life as well as patients' skills and abilities, play a profound role in the effectiveness of the recommended lifestyle modifications beyond the aforementioned common factors. The need for clear-cut culturally adapted guidelines along with personalized advice from physicians is imperative as it could improve patients' self-efficacy. These socio-psychological factors should be seriously considered as a means to increase the effectiveness of future community prevention programs.
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Affiliation(s)
- Vasiliki Kalantzi
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
| | - Ioanna Panagiota Kalafati
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece
| | - Vasiliki Belitsi
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
| | - Thomas Tsiampalis
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece
| | | | - Odysseas Androutsos
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
| | - Fotini Bonoti
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
| | - Demosthenes B Panagiotakos
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece
- Faculty of Health, University of Canberra, Canberra, ACT 2617, Australia
| | - Rena I Kosti
- Department of Nutrition and Dietetics, School of Physical Education, Sports and Dietetics, University of Thessaly, 42132 Trikala, Greece
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23
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Green MD, Dalmage MR, Lusk JB, Kadhim EF, Skalla LA, O'Brien EC. Public reporting of black participation in anti-hypertensive drug clinical trials. Am Heart J 2023; 258:129-139. [PMID: 36640861 DOI: 10.1016/j.ahj.2023.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 12/05/2022] [Accepted: 01/04/2023] [Indexed: 05/11/2023]
Abstract
BACKGROUND Non-Hispanic Black people in the United States have the highest prevalence of essential hypertension. Unfortunately, clinical trials often underrepresent Black patients. We aim to understand whether trial sponsorship type is associated with representation of Black participants in anti-hypertensive drug clinical trials. Then, we contextualize our findings amongst current efforts to improve diversity in clinical research populations. METHODS We searched ClinicalTrials.gov in May 2022 for antihypertensive drug trials. Of n = 408 trials in our initial search, n = 97 (23.77%) met inclusion criteria and were stratified by sponsorship type (industry vs non-industry). Standardized tests of difference were employed to compare characteristics of these trials, and linear regression was used to model change over time. RESULTS Of 97 trials reporting results from 2010 to 2020, there were minimal differences in the percent of Black patients enrolled in anti-hypertensive clinical trials by sponsorship type. Both industry and non-industry sponsored studies had high rates of non-reporting, with slightly more non-reporting for industry (73.2%) vs non-industry (66.67%) studies. Industry funded studies reported results to ClinicalTrials.gov within 23.3 ± 15.0 months from completing studies, while non-industry funded trials reported within 18.9 ± 10.8 months. CONCLUSIONS Despite Black Americans carrying the highest burden of disease for essential hypertension, they are underrepresented in anti-hypertension clinical trials and their overall participation has decreased between 2010 and 2020. In addition, there is major underreporting of trial participant race. We implore researchers and funders to establish clear, meaningful targets for anti-hypertensive drug trial diversity, and improve transparency in reporting of study characteristics.
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Affiliation(s)
- Michael D Green
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, United States of America; Duke University Medical Center Library & Archives, Duke University School of Medicine, Durham, NC, United States of America.
| | - Mahalia R Dalmage
- Division of Biological Sciences, Pritzker School of Medicine, University of Chicago, Chicago, IL, United States of America
| | - Jay B Lusk
- Department of Neurology, Duke University School of Medicine, Durham, NC, United States of America; Fuqua School of Business, Duke University, Durham, NC, United States of America
| | - Emilie F Kadhim
- Social & Behavioural Health Sciences Division, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Lesley A Skalla
- Duke University Medical Center Library & Archives, Duke University School of Medicine, Durham, NC, United States of America
| | - Emily C O'Brien
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, United States of America
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24
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Z Malak M, J Al-Thbetat A, M Al-Amer R. Psychosocial factors correlate with adherence to medications among cardiovascular outpatient clinics in Jordan. J Public Health (Oxf) 2023; 45:206-213. [PMID: 34693450 DOI: 10.1093/pubmed/fdab356] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 04/25/2021] [Accepted: 08/19/2021] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Adherence to medications is a significant element of self-care behaviors for patients with cardiovascular diseases (CVDs). Non-adherence to cardiovascular medications is the major risk for poor outcomes following any cardiac event. However, there is a lack of studies that addressed medication adherence among patients with CVDs attending outpatient clinics in Arabic countries, including Jordan. Thus, this study purposed to assess the psychosocial factors (e.g. depression, anxiety, stress, social support and self-esteem) and their correlation with adherence to medications among patients with CVDs attending outpatient clinics in Jordan. METHODS A total of 395 Jordanian patients attending CVDs outpatient clinics at government, military and private healthcare facilities were recruited. RESULTS Our study findings showed that 31.4% of the patients reported complete adherence to their medications. The proportion of psychological reactions reported by the participants was 72.1% for depressive symptoms, 62.6% for anxiety and 50.1% for stress; 79.7% had moderate and normal social support, and 44% had low self-esteem. Depression, anxiety and stress had a significant negative correlation with adherence to medications; however, self-esteem had a significant positive relationship with adherence to medications. In addition, depression, anxiety and stress were the main predictors of adherence to medications. CONCLUSION Our findings might aid in paving the road for designing and developing strategies and interventions to increase adherence to medications and minimize these psychosocial problems among CVD patients in outpatient clinics.
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Affiliation(s)
- Malakeh Z Malak
- Community Health Nursing, Faculty of Nursing, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Ahlam J Al-Thbetat
- Adult Health Nursing, Ministry of Health, Amman, Jordan.,Adult Health Nursing, Faculty of Nursing, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Rasmieh M Al-Amer
- Mental Health Nursing, Faculty of Nursing, Isra University, Amman, Jordan.,School of Nursing and Midwifery, Western Sydney University, Penrith, NSW, Australia
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25
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Ferdinand DP, Reddy TK, Wegener MR, Guduri PS, Lefante JJ, Nedunchezhian S, Ferdinand KC. TEXT MY BP MEDS NOLA: A pilot study of text-messaging and social support to increase hypertension medication adherence. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2023; 26:100253. [PMID: 37712088 PMCID: PMC10500631 DOI: 10.1016/j.ahjo.2023.100253] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 01/05/2023] [Accepted: 01/09/2023] [Indexed: 09/16/2023]
Abstract
Study objective Non-Hispanic Black (NHB) adults have high hypertension (HTN) and cardiovascular disease (CVD) burden. Medication nonadherence limits control and self-measured blood pressure (SMBP) improves diagnosis and adherence. This predominantly NHB cohort pilot, via community-clinical linkages, with uncontrolled HTN and low adherence, utilized bidirectional electronic messaging (BEM) with team-care, to assess medication adherence, quality of life, and BP. Setting Academic clinic and community sources. Design Recruitment included: uncontrolled HTN (BP ≥130/80 mm Hg), low adherence (Krousel-Wood Medication Adherence Scale (K-Wood-MAS-4) ≥1 score), and smartphone access. Participants and interventions Participants (N = 36) received validated Bluetooth-enabled BP devices, synced to smartphones, via a secured cloud-based application. Main outcome measures Demographics, adherence scores, Centers for Disease Control and Prevention (CDC) health-related quality of life (HRQOL-14), BP, body mass index (BMI), 8 weeks daily BEM, SMBP and text responses were obtained. Results Age was 58.7 ± 12.8 years; BMI 34.8 ± 7.9; 63.9 % female; 88.9 % self-identified NHB adults; 72.2 % with obesity; 74.3 % with diabetes. K-Wood-MAS-4 adherence composite score improved: 2.19 to 1.58 (median -0.5, p = 0.0001). Systolic BP decreased by 10.5 ± 20.0 mm Hg (median -11.0, p = 0.0027). QOL did not significantly change. Mean 7-day average SBP/DBP differences were -4.94 ± 16.82 (median -3.5, p = 0.0285) and -0.17 ± 7.42 (median 0, p = 0.7001), respectively. Social support with taking BP medication was: "yes" (n = 19); 143.8 mm Hg to 131.5 mm Hg (median -12.5, p = 0.0198) and "no" (n = 14); 142.32 mm Hg to 130.25 mm Hg (median -4.0, p = 0.0771). Conclusions Community-clinical linkages and SMBP with BEM significantly improved medication adherence and SBP without modifying pharmacotherapy.
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Affiliation(s)
- Daphne P. Ferdinand
- Healthy Heart Community Prevention Project (HHCPP), New Orleans, LA, United States of America
| | - Tina K. Reddy
- Tulane University School of Medicine, New Orleans, LA, United States of America
| | - Madeline R. Wegener
- Tulane University School of Medicine, New Orleans, LA, United States of America
| | - Pavan S. Guduri
- Tulane University School of Medicine, New Orleans, LA, United States of America
| | - John J. Lefante
- Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States of America
| | | | - Keith C. Ferdinand
- Tulane University School of Medicine, New Orleans, LA, United States of America
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26
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Brown KK, Kindratt TB, Brannon GE, Sankuratri BYV, Boateng GO. Patient Experience with Their Health Care Provider Among Non-Pregnant Women of Childbearing Age with Diabetes Mellitus by Race and Ethnicity in the United States. WOMEN'S HEALTH REPORTS (NEW ROCHELLE, N.Y.) 2023; 4:20-30. [PMID: 36727093 PMCID: PMC9883667 DOI: 10.1089/whr.2022.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/20/2022] [Indexed: 01/26/2023]
Abstract
Objectives The study objective was to investigate differences in patient experiences with health care providers among non-pregnant women of childbearing age with diabetes mellitus (DM) by race/ethnicity. Design This study used cross-sectional data from the 2012-2018 Medical Expenditure Panel Survey. The sample was limited to women of childbearing age (18-45 years) who have ever been told they had diabetes (n = 763; weighted n = 903,670). The key independent variable was race/ethnicity. The variables of interest included patient experiences with health care in the past 12 months: patient-provider communication (PPC); patient-provider racial/ethnic concordance; patient-provider gender concordance; and satisfaction. Results After adjusting for age, marital status, education, poverty level, health insurance, and perceived health status, non-Hispanic (NH) Black women had lower odds (adjusted odds ratio [aOR] = 0.04; 95% confidence interval [CI] = 0.01-0.11) of receiving care from a health care provider of the same race compared with NH white women. Similar results were found among Hispanic and NH women of other or multiple races. Hispanic women had lower odds (aOR = 0.18; 95% CI = 0.06-0.50) of seeing a health care provider of the same race/ethnicity compared with NH white women in adjusted models. There were no statistically significant differences in PPC, patient-provider gender concordance, and satisfaction with their health care provider among Hispanic, NH Black, or NH women of other or multiple races in comparison to NH White women. Conclusion There is a need to improve PPC quality and satisfaction in this patient population. Patient-provider racial/ethnic discordance among women of color with DM is concerning given the existing diabetes-related disparities. More research on women with DM is needed to inform and improve patient experience and health outcomes.
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Affiliation(s)
- Kyrah K. Brown
- Department of Kinesiology, University of Texas at Arlington, Arlington, Texas, USA.,Address correspondence to: Kyrah K. Brown, PhD, Department of Kinesiology, University of Texas at Arlington, 500 W. Nedderman Drive, Arlington, TX 76019, USA,
| | - Tiffany B. Kindratt
- Department of Kinesiology, University of Texas at Arlington, Arlington, Texas, USA
| | - Grace Ellen Brannon
- Department of Communication, University of Texas at Arlington, Arlington, Texas, USA
| | | | - Godfred O. Boateng
- Department of Kinesiology, University of Texas at Arlington, Arlington, Texas, USA
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27
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Okoroike H, Patel S, Simone P, Lavelle R, Szwak JA. Impact of Inpatient Initiation of Sodium-Glucose Cotransporter-2 Inhibitors on Prescription Rates in Patients With Heart Failure With Reduced Ejection Fraction. Am J Cardiol 2023; 186:150-155. [PMID: 36283884 DOI: 10.1016/j.amjcard.2022.09.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/31/2022] [Accepted: 09/26/2022] [Indexed: 11/01/2022]
Abstract
Despite large, randomized controlled trials and guideline recommendations, patients with heart failure with reduced ejection fraction (HFrEF) continue to receive suboptimal guideline-directed medical treatment (GDMT). This study aimed to evaluate the potential effect of inpatient initiation of sodium-glucose cotransport-2 (SGLT2) inhibitors on postdischarge prescribing rates and the downstream impact on clinical outcomes. The INitiation of SGlt2i in Hospital for HFrEF (INSIGHT-HF) study was a retrospective analysis of hospitalized patients older than 18 years with a left ventricular ejection fraction (LVEF) ≤40% conducted from July 2020 and July 2021. Our primary outcome was SGLT2i prescription rates at 30 days. Among 2,663 eligible patients with documented HFrEF, 177 (6.6%) had SGLT2i initiated during their index hospitalization. The rate of SGLT2i prescriptions at 30 days was significantly higher in those with inpatient initiation of SGLT2i compared with those who did not start while inpatient (96% vs 14.7%, p <0.0001). The heart failure readmission rate in the first 30 days was significantly lower in those with inpatient initiation of SGLT2i compared with those who did not start during hospitalization. (9.3% vs 22.7%, p = 0.04). Cardiovascular mortality was numerically, but not significantly, different between groups (4% vs 10.7%, p = 0.21). Inpatient initiation of an SGLT2i was associated with a significantly higher postdischarge rate of SGLT2i prescriptions and significantly lower heart failure readmission rates at 30 days. In conclusion, these findings highlight the importance of initiating SGLT2i during inpatient hospitalization to improve the quality of care in patients with HFrEF.
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Affiliation(s)
- Henry Okoroike
- Department of Pharmacy, University of Chicago Medicine, Chicago, Illinois.
| | - Sajni Patel
- Department of Pharmacy, University of Chicago Medicine, Chicago, Illinois
| | - Pamela Simone
- Department of Pharmacy, University of Chicago Medicine, Chicago, Illinois
| | - Rachel Lavelle
- Department of Pharmacy, University of Chicago Medicine, Chicago, Illinois
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28
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Camila de Souza Groia Veloso R, Cruzeiro MGM, Dias BM, Reis AMM. Assessment of adherence to statin therapy in patients with coronary artery disease: comparison of three self-reporting measures. Eur J Hosp Pharm 2023; 30:24-28. [PMID: 34031152 PMCID: PMC9811568 DOI: 10.1136/ejhpharm-2021-002725] [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: 02/05/2021] [Revised: 03/16/2021] [Accepted: 03/30/2021] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVES To investigate adherence to statin therapy using three self-reporting adherence measures in patients with coronary artery disease and to compare the three measures. METHODS A cross-sectional study was carried out at a multidisciplinary outpatient clinic of cardiology at a teaching hospital in south-eastern Brazil in patients with coronary artery disease who were using statins. The sample consisted of 148 patients who were selected from April 2018 to February 2019. Adherence to statin therapy was determined by the Measure of Adherence to Treatment, Visual Analogue Scale of adherence and 7-day recall. A descriptive analysis and determination of the level of agreement between the adherence scales by the Cohen kappa coefficient were performed. RESULTS The study included 148 patients (104 (70.3%) men, median age 62 years) diagnosed with coronary artery disease who were using statins. The adherence to statin therapy was 98.6% using the Measure of Adherence to Treatment, 95.9% with the Visual Analogue Scale and 95.3% with 7-day recall. Agreement between the Measure of Adherence to Treatment and the Visual Analogue Scale (0.277) and the Measure of Adherence to Treatment and 7-day recall (0.241) was low. There was a high level of agreement between the Visual Analogue Scale and 7-day recall (0.759). CONCLUSIONS The adherence Visual Analogue Scale and 7-day recall were shown to be easy to apply, low-cost adherence measures to identify adherence to statins in patients with coronary artery disease. The Measure of Adherence to Treatment may also be used to provide information regarding the specific reasons for non-adherent behaviour.
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Affiliation(s)
- Ronara Camila de Souza Groia Veloso
- Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Bianca Menezes Dias
- Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Adriano Max Moreira Reis
- Departamento de Produtos Farmacêuticos, Faculdade de Farmácia, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Yin J, Ma T, Li J, Zhang G, Cheng X, Bai Y. Association of mood disorder with cardiometabolic multimorbidity trajectory and life expectancy, a prospective cohort study. J Affect Disord 2022; 312:1-8. [PMID: 35690125 DOI: 10.1016/j.jad.2022.06.003] [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] [Received: 02/18/2022] [Revised: 05/25/2022] [Accepted: 06/06/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Cardiometabolic diseases (CMDs) including hypertension, coronary heart disease, diabetes and stroke, are always combined with each other, leading to cardiometabolic multimorbidity (CMM). Mood disorder was associated with onset of CMD. However, the impact of mood disorder on the transition from single CMD to CMM was poorly understood. METHODS A total of 95,351 participants with single CMD, with median age of 59 (range 40 to 71) years from UK Biobank were enrolled at baseline. Competing risk regression models were used to estimated hazard ratios (HRs) and 95 % confidence intervals (CIs) of association between mood disorder categories and progress from single CMD to CMM. Association of mood disorder with mortality, and life expectancy differences were also calculated by flexible parametric proportion-hazard models. RESULTS Relative associations were observed between mood disorder and the progress from first onset of CMD to CMM. Adjusted HRs for progress to CMM from those with comorbid CMD plus depression or bipolar were increased (depression: 1.23 [1.19 1.27]; bipolar: 1.47 [1.31 1.66]), compared with those with the sole CMD. Mood disorder also had impact on all-cause mortality (depression: 1.17 [1.10 1.24]; bipolar: 2.03 [1.74 2.32]) and reduced life expectancy estimates for those with single CMD. LIMITATIONS This cohort primarily comprises White individuals. Covariates only measured at baseline and assumed unchanged during follow-up. CONCLUSIONS Mood disorder conferred greater hazard on the CMM and mortality outcome. This study highlighted the importance of depression and bipolar in disease progression, from single CMD, to multimorbidity or mortality.
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Affiliation(s)
- Jinghua Yin
- Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha, China; Department of Pathophysiology, Xiangya Hospital, Central South University, Changsha, China
| | - Tianqi Ma
- Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Jinchen Li
- Center of Coronary Circulation, Xiangya Hospital, Central South University, Changsha, China; National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Guogang Zhang
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Xunjie Cheng
- Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha, China; Center of Coronary Circulation, Xiangya Hospital, Central South University, Changsha, China.
| | - Yongping Bai
- Department of Geriatric Medicine, Xiangya Hospital, Central South University, Changsha, China; Center of Coronary Circulation, Xiangya Hospital, Central South University, Changsha, China.
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30
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Underberg J, Toth PP, Rodriguez F. LDL-C target attainment in secondary prevention of ASCVD in the United States: barriers, consequences of nonachievement, and strategies to reach goals. Postgrad Med 2022; 134:752-762. [PMID: 36004573 DOI: 10.1080/00325481.2022.2117498] [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] [Indexed: 10/15/2022]
Abstract
Atherosclerotic cardiovascular disease (ASCVD) is the leading cause of death in the United States. Elevated low-density lipoprotein cholesterol (LDL-C) is a major causal risk factor for ASCVD. Current evidence overwhelmingly demonstrates that lowering LDL-C reduces the risk of secondary cardiovascular events in patients with previous myocardial infarction or stroke. There is no lower limit for LDL-C: large, randomized studies and meta-analyses have found continuous benefit and no safety concerns in patients achieving LDL-C levels <25 mg/dL. As 'Time is plaque' in patients with ASCVD, early, sustained reductions in LDL-C are critical to slow or halt disease progression. However, despite use of lipid-lowering medications, <30% of patients with ASCVD achieve guideline-recommended reductions in LDL-C, resulting in a substantial societal burden of preventable cardiovascular events and early mortality. LDL-C goals are not met due to several factors: lipid-lowering therapy is not initiated and intensified as directed by clinical guidelines (clinical inertia); most patients do not adhere to prescribed medications; and high-risk patients are frequently denied access to add-on therapies by their insurance providers. Promoting patient and clinician education, multidisciplinary collaboration, and other interventions may help to overcome these barriers. Ultimately, achieving population-level guideline-recommended reductions in LDL-C will require a collaborative effort from patients, clinicians, relevant professional societies, drug manufacturers, and payers.
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Affiliation(s)
| | - Peter P Toth
- Cicarrone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fatima Rodriguez
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University School of Medicine, Stanford, CA, USA
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Medication Nonadherence: A Challenging Conundrum for Clinical Trials, Patients, and Clinicians. J Am Coll Cardiol 2022; 80:779-782. [PMID: 35981822 DOI: 10.1016/j.jacc.2022.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 06/21/2022] [Accepted: 06/21/2022] [Indexed: 11/24/2022]
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Butler DC, Paige E, Welsh J, Di Law H, Moon L, Banks E, Korda RJ. Factors related to under-treatment of secondary cardiovascular risk, including primary healthcare: Australian National Health Survey linked data analysis. Aust N Z J Public Health 2022; 46:533-539. [PMID: 35678999 DOI: 10.1111/1753-6405.13254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 02/01/2022] [Accepted: 03/01/2022] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To inform national evidence gaps on cardiovascular disease (CVD) preventive medication use and factors relating to under-treatment - including primary healthcare engagement - among CVD survivors in Australia. METHODS Data from 884 participants with self-reported CVD from the 2014-15 National Health Survey were linked to primary care and pharmaceutical dispensing data for 2016 through the Multi-Agency Data Integration Project. Logistic regression quantified the relation of combined blood pressure- and lipid-lowering medication use to participant characteristics. RESULTS Overall, 94.8% had visited a general practitioner (GP) and 40.0% were on both blood pressure- and lipid-lowering medications. Medication use was least likely in: women versus men (OR=0.49[95%CI:0.37-0.65]), younger participants (e.g. 45-64y versus 65-85y: OR=0.58[0.42-0.79])and current versus never-smokers (OR=0.73[0.44-1.20]). Treatment was more likely in those with ≥9 versus ≤4 conditions (OR=2.15[1.39-3.31]), with ≥11 versus 0-2 GP visits/year (OR=2.62[1.53-4.48]) and with individual CVD risk factors (e.g. high blood pressure OR=3.13 [2.34-4.19]) versus without); the latter even accounting for GP service-use frequency. CONCLUSIONS Younger people, smokers, those with infrequent GP visits or without CVD risk factors were the least likely to be on medication. IMPLICATIONS FOR PUBLIC HEALTH Substantial under-treatment, even among those using GP services, indicates opportunities to prevent further CVD events in primary care.
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Affiliation(s)
- Danielle C Butler
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory
| | - Ellie Paige
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory
| | - Jennifer Welsh
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory
| | - Hsei Di Law
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory
| | - Lynelle Moon
- Australian Institute of Health and Welfare, Bruce, Australian Capital Territory
| | - Emily Banks
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory.,Sax Institute, Ultimo, New South Wales
| | - Rosemary J Korda
- National Centre for Epidemiology and Population Health, Australian National University, Canberra, Australian Capital Territory
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33
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Guo YJ, Hu XY, Li JY, Yang L. Effects of a WeChat-based individualized post-discharge rehabilitation program on patients with lumbar fusion surgery. J Back Musculoskelet Rehabil 2022; 35:545-557. [PMID: 34744066 DOI: 10.3233/bmr-200280] [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: 02/04/2023]
Abstract
BACKGROUND Exercise training after lumbar fusion surgery (LFS) is important for regaining the strength in the spinal muscles, pain management, and minimizing dysfunction. It may be prudent to evaluate technologies such as web-based chat and social media apps for increasing the efficacy of post-surgery interventions in LFS patients. OBJECTIVE To explore the effectiveness of a WeChat-based individualized post-discharge rehabilitation program in patients with LFS. METHODS Seventy-two eligible discharged LFS patients were enrolled from October 2018 to February 2019. The experimental group (36 cases) received a 10-week WeChat-based individualized rehabilitation program, while the control group (36 cases) received routine follow-up guidance. The outcomes were measured using the Exercise Compliance Questionnaire, Numerical Rating Scale, Oswestry Disability Index and Chinese version of the self-efficacy for exercise scale. RESULTS The analysis using generalized estimation equations method shows significant differences in the interaction effect of group*time in exercise compliance (Wald c2= 7.459, P< 0.05), group effect in pain (Wald c2= 5.811, P< 0.05) and self-efficacy (Wald c2= 16.383, P< 0.05). However, there was no significant difference between the experimental and control groups in the group effect in dysfunction improvement (Wald c2= 2.289, P> 0.05). CONCLUSIONS The WeChat-based rehabilitation intervention can improve exercise compliance and self-efficacy, and help achieve greater pain relief compared to the routine intervention. However, the WeChat-based intervention did not offer better improvement in the self-dysfunction in the post-discharge LFS patients.
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Affiliation(s)
- Yu-Jie Guo
- School of Medicine (School of Nursing), Nantong University, Nantong, Jiangsu, China
| | - Xiao-Yun Hu
- School of Pharmacy , Nanjing Medical University, Nanjing, Jiangsu, China.,School of Medicine (School of Nursing), Nantong University, Nantong, Jiangsu, China
| | - Jia-Yu Li
- School of Health and Nursing Science, Nantong Institute of Technology, Nantong, Jiangsu, China.,School of Medicine (School of Nursing), Nantong University, Nantong, Jiangsu, China
| | - Lei Yang
- First Affiliated Hospital, Nanjing Medical University, Nanjing, Jiangsu, China
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Hogervorst S, Vervloet M, Adriaanse MC, Zamboni K, Zullig LL, Schoonmade L, Hugtenburg JG, van Dijk L. Scalability of effective adherence interventions for patients using cardiovascular disease medication - a realist synthesis inspired systematic review. Br J Clin Pharmacol 2022. [PMID: 35617955 DOI: 10.1111/bcp.15418] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 04/15/2022] [Accepted: 05/12/2022] [Indexed: 11/28/2022] Open
Abstract
Upscaling of medication adherence interventions to routine care is still challenging. This realist theory inspired review aimed to assess which intervention aspects are potentially important for the scalability of effective cardiovascular disease (CVD) medication adherence interventions and how they are reported in effectiveness studies. A total of 4097 articles from four databases were screened of which ultimately 31 studies were included. Relevant information on scalability was extracted using a theoretic framework based on the scalability assessment tool used in the QUALIDEC study for the following domains; (i) innovation, (ii) implementers and patients, (iii) adopting organizations and health system and (iv) socio-political context. Extracted articles were analysed for themes and chains of inference, which were grouped based on commonality and source of evidence to form new hypotheses. Six different domains relevant for scalability of adherence interventions were identified: 1) Complexity of the intervention 2) training; 3) customization of the intervention; 4) drivers of the intervention; 5) technical interventions 6) stakeholder involvement. These six domains might be useful for the development of more scalable interventions by bridging the gap between research and practice. Data relevant for scalability is not well reported on in effectiveness trials for CVD medication adherence interventions and only limited data on scalability has been published in additional papers. We believe the adoption and reach of effective CVD medication adherence interventions will improve with increased awareness for the necessity of scalability in all phases of intervention development.
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Affiliation(s)
- Stijn Hogervorst
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands
| | - Marcia Vervloet
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands
| | - Marcel C Adriaanse
- Department of Health Sciences, Faculty of Science, Vrije Universiteit, Amsterdam, The Netherlands.,Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands
| | - Karen Zamboni
- Department of Disease Control, London School of Hygiene and Tropical Medicine, London, UK
| | - Leah L Zullig
- Center for Health Services Research in Primary Care, Durham Veterans Affairs Medical Center, Durham, North Carolina, USA.,Department of Population Health Sciences, Duke University, Durham, North Carolina, USA
| | - Linda Schoonmade
- University Library, Vrije Universiteit, Amsterdam, The Netherlands
| | - Jacqueline G Hugtenburg
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands.,Department of Clinical Pharmacology and Pharmacy, Amsterdam UMC, Amsterdam, The Netherlands
| | - Liset van Dijk
- Nivel, Netherlands Institute for Health Services Research, Utrecht, The Netherlands.,Department of PharmacoTherapy, Epidemiology & Economics (PTEE), Faculty of Mathematics and Natural Sciences, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
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35
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Targeting precipitants to prevent heart failure hospitalization. Does season matter? Int J Cardiol 2022; 358:74-75. [DOI: 10.1016/j.ijcard.2022.04.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 04/13/2022] [Indexed: 11/18/2022]
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36
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Krishnamoorthy Y, Rajaa S, Rehman T, Thulasingam M. Patient and provider's perspective on barriers and facilitators for medication adherence among adult patients with cardiovascular diseases and diabetes mellitus in India: a qualitative evidence synthesis. BMJ Open 2022; 12:e055226. [PMID: 35332041 PMCID: PMC8948385 DOI: 10.1136/bmjopen-2021-055226] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE To explore the various stakeholders' perspectives on barriers and facilitators for medication adherence among patients with cardiovascular diseases (CVDs) and diabetes mellitus (DM)in India. DESIGN Systematic review of qualitative studies. DATA SOURCES A comprehensive systematic search was conducted in Medline, Cochrane Library, Science Direct and Google Scholar from January 2010 to July 2020. We included all qualitative peer-reviewed studies, reporting barriers and facilitators of medication adherence, from India, for our current review. DATA EXTRACTION AND SYNTHESIS Data extraction was performed by two independent authors who also assessed the quality of included studies using the Critical Appraisal Skills Programme criteria. This qualitative evidence synthesis adhered to the enhancing transparency in reporting the synthesis of qualitative research checklist RESULTS: In total, 18 studies were included. Major barriers reported were lack of understanding about the disease, complications related to non-adherence, followed by forgetfulness, lack of family support and risk communication. Health system-related barriers such as accessibility, affordability and acceptability were also reported by majority of the studies. Creation of peer support groups, digital reminder systems, integration of native Indian systems of India, physiotherapy and geriatric clinics at the primary healthcare level and innovations in patient care were suggested to counter these barriers in medication adherence. CONCLUSION Such patient-specific targeted interventions need to be developed to achieve better control among patients with CVD and DM.PROSPERO registration numberCRD42020199529.
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Affiliation(s)
| | - Sathish Rajaa
- Department of Preventive and Social Medicine, Jawaharlal Institute of Postgraduate Medical Education, Puducherry, India
| | - Tanveer Rehman
- Department of Preventive and Social Medicine, PGIMER, Chandigarh, Chandigarh, India
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Orozco‐Beltrán D, Cinza‐Sanjurjo S, Escribano‐Serrano J, López‐Simarro F, Fernández G, Gómez García A, Ferreira de Campos K, Cedenilla Horcajuelo M. Adherence, control of cardiometabolic factors and therapeutic inertia in patients with type 2 diabetes in the primary care setting. Endocrinol Diabetes Metab 2022; 5:e00320. [PMID: 34964310 PMCID: PMC8917867 DOI: 10.1002/edm2.320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 12/03/2021] [Accepted: 12/11/2021] [Indexed: 11/11/2022] Open
Abstract
Introduction Studies on treatment adherence to glucose‐lowering drugs among patients with type 2 diabetes (T2D) including concomitant treatment for other cardiovascular risk factors are scarce. We aimed to estimate the prevalence of good adherence to all medications used to control diabetes, hypertension and dyslipidemia and to analyse cardiometabolic control and its associated factors in T2D patients in the primary care (PC) setting. Methods Observational, retrospective study conducted in adult patients with T2D who were followed in the PC setting in Spain. Patients were classified as adherent in a particular category if the summary of the proportion of days covered (PDC) for a particular medication category was ≥80% and were considered globally adherent if the PDC was ≥80% for each of the 3 medication categories. Results A total of 457 evaluable patients were recruited, among which 321 patients (70.3%, 95% CI 65.8 to 74.4) were adherent to the three drug categories. The proportion of patients controlled for the 3 cardiometabolic risk factors was 31% according to the contemporary clinical practice guideline criteria, 58% according to investigator judgment and 36% when the objective for HbA1c was individualized. In a multivariate analysis, presenting comorbidities was associated with a lower likelihood of showing adequate control of dyslipidemia (odds ratio [OR] 0.25, 95% CI, 0.16–0.40) and the three cardiometabolic factors as a whole (OR 0.43, 95% CI 0.26–0.70). In a post hoc analysis, therapeutic inertia was found to be greater for dyslipidemia and hypertension than for T2D. Conclusions Despite a relatively high adherence to all medications for treating diabetes, hypertension and dyslipidemia in patients with T2D in the PC setting in Spain, the control of cardiometabolic risk factors as a whole is far from optimal. This could be related, at least in part, to the high frequency of comorbidity of these patients.
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Affiliation(s)
- Domingo Orozco‐Beltrán
- Medicina de Familia Departamento de Medicina Clínica Universidad Miguel Hernandez San Juan de Alicante Spain
| | | | | | - Flora López‐Simarro
- Medicina de Familia ABS Martorell Urbano. Institut Català de la Salut Martorell Spain
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38
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Ueki Y, Zanchin T, Losdat S, Karagiannis A, Otsuka T, Siontis GCM, Häner J, Stortecky S, Pilgrim T, Valgimigli M, Windecker S, Räber L. Self-reported non-adherence to P2Y12 inhibitors in patients undergoing percutaneous coronary intervention: Application of the medication non-adherence academic research consortium classification. PLoS One 2022; 17:e0263180. [PMID: 35171913 PMCID: PMC8849552 DOI: 10.1371/journal.pone.0263180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 01/04/2022] [Indexed: 11/17/2022] Open
Abstract
Aims The Non-adherence Academic Research Consortium (NARC) has recently developed a consensus-based standardized classification for medication non-adherence in cardiovascular clinical trials. We aimed to assess the prevalence of NARC-defined self-reported non-adherence to P2Y12 inhibitors and its impact on clinical outcomes in patients undergoing percutaneous coronary intervention (PCI). Methods and results Using a standardized questionnaire administered at 1 year after PCI, we assessed the 4 NARC-defined non-adherence levels including type, decision-maker, reasons, and timing within the Bern PCI registry. The primary endpoint was the patient-oriented composite endpoint (POCE) defined as a composite of death, myocardial infarction, stroke, and any revascularization at 1 year. The recommended P2Y12 inhibitor duration was 12 months. Among 3,896 patients, P2Y12 inhibitor non-adherence was observed in 647 (17%) patients. Discontinuation was permanent in the majority of patients (84%). The decision was mainly driven by a physician (94%), and rarely by patients (6%). The most frequent reason was risk profile change (43%), followed by unlisted reasons (25%), surgery (17%), and adverse events (14%). Non-adherence occurred early (<30 days) in 21%, late (30–180 days) in 45%, and very late (>180 days) in 33%. The majority of POCE events (n = 421/502, 84%) occurred during adherence to the prescribed P2Y12 inhibitor. Permanent discontinuation, doctor-driven non-adherence, and risk profile change emerged as independent predictors for POCE. Conclusions In real-world PCI population treated with 1-year DAPT, non-adherence was observed in nearly one-fifth of patients. Non-adherence to P2Y12 inhibitors was associated with worse clinical outcomes, while the risk was related to underlying contexts. ClinicalTrials.gov identifier NCT02241291.
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Affiliation(s)
- Yasushi Ueki
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | - Thomas Zanchin
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | | | | | - Tatsuhiko Otsuka
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | | | - Jonas Häner
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | - Stefan Stortecky
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | - Thomas Pilgrim
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | | | - Stephan Windecker
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
| | - Lorenz Räber
- Department of Cardiology, Bern University Hospital, Bern, Switzerland
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Pietrzykowski Ł, Kasprzak M, Michalski P, Kosobucka A, Fabiszak T, Kubica A. The influence of patient expectations on adherence to treatment regimen after myocardial infarction. PATIENT EDUCATION AND COUNSELING 2022; 105:426-431. [PMID: 34059362 DOI: 10.1016/j.pec.2021.05.030] [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: 07/22/2020] [Revised: 04/21/2021] [Accepted: 05/19/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVE In-hospital patient education is one of the elements affecting patient adherence to treatment regimen after myocardial infarction (MI). Its effectiveness is determined by educator and patient-dependent factors. Previous studies did not identify patient expectations as an independent determinant of successful education. The aim of this study was to assess whether patient knowledge and expectations affect adherence to treatment regimen in a 1-year follow-up. METHODS This was a single-center, cohort study with a 1-year follow-up. Patient knowledge and expectations were evaluated using the Readiness for Hospital Discharge after Myocardial Infarction Scale (RHD-MIS scale). Medication adherence (including angiotensin converting enzyme inhibitors (ACEI), P2Y12 receptor inhibitors and statins) was verified based on prescription refill data extracted from The National Health Fund database. RESULTS The study included 225 patients aged 30-91 years (mean age 62.9 ± 11.9 years). In the 4th quarter of follow-up, patients with the highest expectations had lower adherence regarding ACEI (p = 0.01), P2Y12 receptor inhibitors (p = 0.03) and the combination of all three analysed medications (p = 0.003). CONCLUSIONS The initial results suggest presence of a relationship between patient expectations and long-term adherence to treatment. PRACTICE IMPLICATIONS Post-MI patient education directed at fulfilling or modification of patient expectations could possibly improve execution of treatment regimen.
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Affiliation(s)
- Łukasz Pietrzykowski
- Department of Health Promotion, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
| | - Michał Kasprzak
- Department of Cardiology and Internal Diseases, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
| | - Piotr Michalski
- Department of Health Promotion, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
| | - Agata Kosobucka
- Department of Health Promotion, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
| | - Tomasz Fabiszak
- Department of Cardiology and Internal Diseases, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
| | - Aldona Kubica
- Department of Health Promotion, Collegium Medicum, Nicolaus Copernicus University, M. Curie Skłodowskiej 9 St., 85-094 Bydgoszcz, Poland.
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40
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Chai PR, Vaz C, Goodman GR, Albrechta H, Huang H, Rosen RK, Boyer EW, Mayer KH, O'Cleirigh C. Ingestible electronic sensors to measure instantaneous medication adherence: A narrative review. Digit Health 2022; 8:20552076221083119. [PMID: 35251683 PMCID: PMC8891880 DOI: 10.1177/20552076221083119] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 01/30/2022] [Indexed: 12/03/2022] Open
Abstract
Objective Medication nonadherence contributes to significant morbidity and mortality worldwide. While many techniques to measure adherence exist, digital pill systems represent a novel, direct method of measuring adherence and a means of providing instantaneous adherence supports. In this narrative review, we discuss digital pill system research based on clinical trials and qualitative investigations conducted to date and potential future applications of digital pill system in medication adherence measurement. Methods We conducted a literature search in PubMed of English language peer-reviewed articles describing the use of digital pill system for medication adherence measurement between 2000 and 2021. We included all articles that described the deployment of ingestible sensors and those involving qualitative investigations of digital pill system with human subjects. Results A total of 95 articles were found on initial search; 75 were removed based on exclusion criteria. Included articles were categorized as investigations that deployed an ingestible sensor in human populations (n = 18), or those that conducted qualitative work (n = 3). For pilot studies, the mean accuracy of the sensor to successfully detect a medication ingestion event ranged from 68% to 100%. When digital pill systems were deployed in real-world clinical settings, accuracy ranged from 68% to 90% with lower accuracy due to nonadherence to digital pill system technology. Qualitative studies demonstrated that providers and patients perceive the digital pill system as a facilitator for improving adherence and as a potential platform for delivering adherence interventions. Additionally, ingestion data from digital pill system was viewed as useful in facilitating adherence discussions between clinicians and patients. Conclusions This narrative review demonstrates that the use of digital pill system is broadly feasible across multiple disease states including human immunodeficiency virus, hepatitis C infection, solid organ transplants, tuberculosis, schizophrenia, cardiovascular disease, and acute fractures, where adherence is closely linked to significant morbidity and mortality. It also highlights key areas of research that are still needed prior to broad-scale clinical deployment of such systems.
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Affiliation(s)
- Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.,The Fenway Institute, Fenway Health, Boston, MA, USA.,Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA.,The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Clint Vaz
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.,Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA
| | - Georgia R Goodman
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.,The Fenway Institute, Fenway Health, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | | | - Henwei Huang
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Rochelle K Rosen
- The Centers for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI, USA.,Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Edward W Boyer
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, USA.,The Fenway Institute, Fenway Health, Boston, MA, USA
| | - Kenneth H Mayer
- The Fenway Institute, Fenway Health, Boston, MA, USA.,Division of Infectious Diseases, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Conall O'Cleirigh
- The Fenway Institute, Fenway Health, Boston, MA, USA.,Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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Choudhry NK, Kronish IM, Vongpatanasin W, Ferdinand KC, Pavlik VN, Egan BM, Schoenthaler A, Houston Miller N, Hyman DJ. Medication Adherence and Blood Pressure Control: A Scientific Statement From the American Heart Association. Hypertension 2022; 79:e1-e14. [PMID: 34615363 PMCID: PMC11485247 DOI: 10.1161/hyp.0000000000000203] [Citation(s) in RCA: 99] [Impact Index Per Article: 49.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 04/17/2020] [Indexed: 01/09/2023]
Abstract
The widespread treatment of hypertension and resultant improvement in blood pressure have been major contributors to the dramatic age-specific decline in heart disease and stroke. Despite this progress, a persistent gap remains between stated public health targets and achieved blood pressure control rates. Many factors may be important contributors to the gap between population hypertension control goals and currently observed control levels. Among them is the extent to which patients adhere to prescribed treatment. The goal of this scientific statement is to summarize the current state of knowledge of the contribution of medication nonadherence to the national prevalence of poor blood pressure control, methods for measuring medication adherence and their associated challenges, risk factors for antihypertensive medication nonadherence, and strategies for improving adherence to antihypertensive medications at both the individual and health system levels.
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Pharmacists and community health workers improve medication-related process outcomes among Cambodian Americans with depression and risk for diabetes. J Am Pharm Assoc (2003) 2022; 62:496-504.e1. [PMID: 34838475 PMCID: PMC8934259 DOI: 10.1016/j.japh.2021.10.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 10/14/2021] [Accepted: 10/27/2021] [Indexed: 11/21/2022]
Abstract
BACKGROUND Cambodian Americans have high rates of cardiometabolic and psychiatric disorders and disadvantaged social determinants of health (SDOH). These factors can make it challenging to resolve drug therapy problems (DTPs) and improve medication-related outcomes. This manuscript reports planned analyses from a randomized controlled trial in which participants were randomized to one of 3 treatment arms: (1) community health worker (CHW)-delivered lifestyle intervention called Eat, Walk, sleep (EWS), (2) EWS plus pharmacist/CHW-delivered medication therapy management (EWS + MTM), or (3) social services (SS: control). OBJECTIVES We compared the 3 arms on changes in self-reported medication adherence, barriers, and beliefs. Within the EWS + MTM arm only, we assessed the impact of EWS + MTM on DTP resolution and examined predictors of DTP resolution. METHODS Cambodian Americans at the age of 35-75 years at high risk of developing diabetes and meeting the criteria for likely depression (N = 188) were randomized (EWS, n = 67; EWS + MTM, n = 63; SS, n = 50; control). For all participants, self-reported surveys were collected at baseline, 12 months, and 15 months. DTPs were assessed on the same schedule but only for participants in the EWS + MTM. RESULTS All 3 groups reported a significant decrease in barriers to taking medications. Compared with the other arms, the EWS + MTM arm reported a decrease in forgetting to take medications at 15 months. In the EWS + MTM arm, mean DTPs per patient was 6.57 and 84% of DTPs were resolved. SDOH predictors of DTP resolution included years of education (odds ratio [OR] 0.94, P = 0.016), ability to write English (OR 0.73, P = 0.015), difficulty communicating with provider (OR 1.39, P < 0.001), private insurance (OR 1.99, P = 0.030), disability (OR 0.51, P = 0.008), and years living under Pol Pot (OR 0.66, P = 0.045). Medication barriers at baseline predicted DTP resolution (OR 0.79, P = 0.019) such that each additional barrier was associated with a 21% reduction (1-0.79) in the odds of having a resolution. CONCLUSION CHWs can reduce medications barriers and help pharmacists reduce DTPs in disadvantaged populations.
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Effectiveness and Tolerability of Trimetazidine 80 Mg Once Daily in Patients with Stable Angina Uncontrolled with Bisoprolol-Based Therapy: The Modus Vivendi Observational Study. Cardiol Ther 2021; 11:93-111. [PMID: 34958427 PMCID: PMC8933606 DOI: 10.1007/s40119-021-00249-z] [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: 10/26/2021] [Accepted: 11/26/2021] [Indexed: 11/16/2022] Open
Abstract
Introduction Modus Vivendi was conducted in routine clinical practice to evaluate the effect of adding trimetazidine 80 mg once daily (TMZ 80 OD) to treat patients with persistent symptoms despite treatment with background antianginal therapies including maximally tolerated bisoprolol. Methods This multicenter, prospective, observational, open-label, uncontrolled study recruited adult outpatients with a confirmed diagnosis of stable angina to whom physicians had decided to prescribe TMZ 80 OD. All patients were symptomatic despite treatment, including maximally tolerated doses of bisoprolol. Data on number of angina attacks, use of short-acting nitrates, and quality of life (QoL) were collected at baseline (V1) and at 1-month (V2) and 3-month (V2) follow-up visits. Two sub-analyses assessed efficacy in patients who remained on a stable bisoprolol dose throughout the study, and in patients in whom background antianginal therapy was known. Results A total of 1939 patients were recruited (57.2% women). The mean age was 65.6 ± 8.8 years; 73.8% had class II and 26.2% class III angina. At V1, the mean number of angina attacks per week was 6.2 ± 6.5 despite antianginal therapy including maximally tolerated bisoprolol dosage. Following the addition of TMZ 80 OD, this decreased to 3.4 ± 4.2 attacks per week at V2, and 1.6 ± 2.6 at V3 (P < 0.05 at V2 and V3), with concomitant reductions in short-acting nitrate use (P < 0.05). Significant improvements in QoL were observed throughout the study. Subgroup analyses showed that the addition of TMZ 80 OD to guideline-recommended antianginal therapy was associated with significant reductions in the mean number of weekly angina attacks and consumption of short-acting nitrates and improvements in QoL whether patients were treated with maximally tolerated bisoprolol and TMZ 80 OD alone, or maximally tolerated bisoprolol and TMZ 80 OD on top of other antianginal therapies. Treatment was well tolerated. Conclusion The study findings support the addition of TMZ 80 OD to bisoprolol with or without other antianginal therapies for patients with persistent angina. Trial Registration This study was retrospectively registered under the number ISRCTN29992579.
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Xia S, Wang C, Du X, Guo L, Du J, Zheng Y, Wu S, Guang X, Zhou X, Lin H, Cheng X, Anderson CS, Huffman MD, Dong J, Yuan Y, Ma C. Disparities in Secondary Prevention between Stroke and Coronary Heart Disease in China: Cross-Sectional Community-Based Study, 2014-2016. Cerebrovasc Dis 2021; 51:384-393. [PMID: 34879381 DOI: 10.1159/000519309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 08/27/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Health care quality and insurance coverage have improved with economic development in China, but the burden of cardiovascular diseases (CVDs) continues to increase with ongoing gaps in prevention. We aimed to compare the uptake of secondary CVD prevention between stroke and coronary heart disease (CHD) patients in China. METHODS In a cross-sectional community-based survey of 47,841 adults (age ≥45 years) in 7 regions of China between 2014 and 2016, we identified those with a history of stroke or CHD to quantify disparities in conventional secondary CVD prevention strategies in multivariable logistic regression models. RESULTS There were 4,105 and 1,022 participants with a history of stroke and CHD, respectively. Compared to participants with CHD, those with a history of stroke were significantly less likely to be taking blood-pressure-lowering (39.7% vs. 53%), lipid-lowering (13.7% vs. 36.8%), and antiplatelet (20.8% vs. 50.6%) agents, at least one (48.9% vs. 70.8%) or all 3 recommended medicines (6.1% vs. 24.0%), and were less likely to achieve a lipid-cholesterol target (30.3% vs. 44.0%). Participants with a history of stroke achieved less optimal secondary prevention goals for medication use, either from any (adjusted odds ratio [aOR] 0.54, 95% confidence interval [CI] 0.44-0.66) or all 3 medications (aOR 0.27, 95% CI 0.20-0.36), as well as better blood pressure (aOR 0.81, 95% CI 0.66-0.98) and low-density lipoprotein cholesterol (aOR 0.34, 95% CI 0.27-0.43) levels of control. There were no significant differences in weight, smoking, or physical activity between the groups. CONCLUSION Stroke patients had lower use of secondary CVD-preventive medication and achieved lower levels of risk factor control than those of CHD patients in China. Nationwide disease-specific strategies, and better education of participants and health care providers, may narrow these gaps.
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Affiliation(s)
- Shijun Xia
- Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Chi Wang
- Heart Health Research Centre, Beijing, China
| | - Xin Du
- Beijing Anzhen Hospital, Capital Medical University, Beijing, China.,Heart Health Research Centre, Beijing, China.,The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Lizhu Guo
- Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jing Du
- Beijing Centre for Disease Prevention and Control, Beijing, China
| | - Yang Zheng
- Department of Cardiology, The First Hospital of Jilin University, Changchun, China
| | - Shulin Wu
- Department of Cardiology, Guangdong Cardiovascular Institute, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xuefeng Guang
- Department of Cardiology, Yanan Hospital of Kunming, Kunming, China
| | - Xianhui Zhou
- Department of Cardiology, First Affiliated Hospital of Xinjiang Medical University, Urumchi, China
| | - Hongbo Lin
- Yinzhou District Centre for Disease Control and Prevention, Ningbo, China
| | - Xiaoshu Cheng
- Cardiovascular Department, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Craig S Anderson
- Heart Health Research Centre, Beijing, China.,The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia.,Neurology Department, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia.,The George Institute China at Peking University Health Science Centre, Beijing, China
| | - Mark D Huffman
- The George Institute for Global Health, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia.,Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jianzeng Dong
- Beijing Anzhen Hospital, Capital Medical University, Beijing, China.,The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yiqiang Yuan
- The Henan Provincial Chest Hospital, Zhengzhou, China
| | - Changsheng Ma
- Beijing Anzhen Hospital, Capital Medical University, Beijing, China
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Montgomery RM, Boucher EM, Honomichl RD, Powell TA, Guyton SL, Bernecker SL, Stoeckl SE, Parks AC. The Effects of a Digital Mental Health Intervention in Adults With Cardiovascular Disease Risk Factors: Analysis of Real-World User Data. JMIR Cardio 2021; 5:e32351. [PMID: 34806986 PMCID: PMC8663463 DOI: 10.2196/32351] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 10/05/2021] [Accepted: 10/06/2021] [Indexed: 12/12/2022] Open
Abstract
Background The American Heart Association has identified poor mental health as a key barrier to healthy behavior change for those with cardiovascular disease (CVD) risk factors such as high blood pressure, high cholesterol, and diabetes. Digital mental health interventions, like those delivered via the internet to computers or smartphones, may provide a scalable solution to improving the mental and physical health of this population. Happify is one such intervention and has demonstrated evidence of efficacy for improving aspects of mental health in both the general population and in users with chronic conditions. Objective The objectives of this analysis of real-world data from Happify users with self-reported CVD risk factors, including high blood pressure and cholesterol, diabetes, and heart disease, were to examine whether these users would report improvements in subjective well-being and anxiety over time (H1) and use of Happify as recommended would be associated with significantly greater improvement in subjective well-being and anxiety over time compared to less-than-recommended usage (H2). Methods Data were obtained from existing Happify users who reported the aforementioned CVD risk factors. The sample included 1803 users receiving at least 6 weeks’ exposure to Happify (ranging from 42 days to 182 days) who completed at least one activity and two assessments within the app during that time. Subjective well-being was assessed with the Happify Scale, a 9-item measure of positive emotionality and life satisfaction, and anxiety was assessed with the Generalized Anxiety Disorder 2 (GAD-2). To evaluate H1, changes over time in both outcomes were assessed using mixed effects linear regression models, controlling for demographics and usage. For H2, an interaction term was added to the models to assess whether usage as recommended was associated with greater improvement over time. Results Both hypotheses were supported. For both the Happify scale and GAD-2, the initial multivariable model without an interaction demonstrated an effect for time from baseline, and the addition of the interaction term between time and recommended use was significant as well. Conclusions This analysis of real-world data provides preliminary evidence that Happify users with self-reported CVD risk factors including high blood pressure or cholesterol, diabetes, and heart disease experienced improved well-being and anxiety over time and that those who used Happify as recommended experienced greater improvements in these aspects of mental health than those who completed fewer activities. These findings extend previous research, which demonstrated that engagement with Happify as recommended was associated with improved well-being among physically healthy users and in those with chronic conditions, to a new population for whom mental health is especially critical: those at risk of developing CVD.
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Sanaie N, Darvishpoor-Kakhki A, Ahmadi F. Patient Commitment to Cardiac Rehabilitation: A Qualitative Study. IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH 2021; 26:479-486. [PMID: 34900645 PMCID: PMC8607896 DOI: 10.4103/ijnmr.ijnmr_200_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 12/13/2020] [Accepted: 07/07/2021] [Indexed: 12/03/2022]
Abstract
BACKGROUND Commitment to Cardiac Rehabilitation (CR) is one of the essential strategies to reduce the long-term complications of cardiovascular disease. The attributes of patients' commitment have not been defined distinctly. Thus, the present study aimed to describe the attributes of commitment to CR from the participants' perspective. MATERIALS AND METHODS This qualitative study was carried out in Tehran from 2018 to 2019. Data were collected using semi-structured interviews with 30 participants, including 13 CR specialists, 13 patients, and four caregivers, through purposeful sampling. The analysis was performed through the conventional content analysis using the Elo and Kyngäs approach. RESULTS Commitment to CR has one theme titled the attitudinal-motivational aspect that consists of four categories including attitudinal-cognitive, attitudinal-behavioral, attitudinal-emotional, and motivational as the core features. The commitment to CR is devotion, internal desire, and voluntary obligation to initiate and continue CR cooperatively, all of which are accompanied by the purposeful initiation of the treatment plan. CONCLUSIONS The patient's commitment to CR is an intrinsic interest in achieving health that stems from the acceptance of the disease and the need for treatment. Besides, the rehabilitation team facilitates purposeful interpersonal relationships between the patient and the treatment group. It provides the basis for the patient's active efforts to meet the challenges of the treatment process.
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Affiliation(s)
- Neda Sanaie
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Ali Darvishpoor-Kakhki
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Shahid Beheshti University of Medical Sciences, Tehran, Iran,Address for correspondence: Dr. Ali Darvishpoor-Kakhki, Vali-Asr Avenue, Cross of Vali-Asr and Hashemi Rafsanjani Highway, Opposite to Rajaee Heart Hospital, Tehran, Iran. E-mail: ;
| | - Fazlollah Ahmadi
- Department of Nursing, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
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Krousel-Wood M, Craig LS, Peacock E, Zlotnick E, O’Connell S, Bradford D, Shi L, Petty R. Medication Adherence: Expanding the Conceptual Framework. Am J Hypertens 2021; 34:895-909. [PMID: 33693474 DOI: 10.1093/ajh/hpab046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 02/22/2021] [Accepted: 03/05/2021] [Indexed: 12/21/2022] Open
Abstract
Interventions targeting traditional barriers to antihypertensive medication adherence have been developed and evaluated, with evidence of modest improvements in adherence. Translation of these interventions into population-level improvements in adherence and clinical outcomes among older adults remains suboptimal. From the Cohort Study of Medication Adherence among Older adults (CoSMO), we evaluated traditional barriers to antihypertensive medication adherence among older adults with established hypertension (N = 1,544; mean age = 76.2 years, 59.5% women, 27.9% Black, 24.1% and 38.9% low adherence by proportion of days covered (i.e., PDC <0.80) and the 4-item Krousel-Wood Medication Adherence Scale (i.e., K-Wood-MAS-4 ≥1), respectively), finding that they explained 6.4% and 14.8% of variance in pharmacy refill and self-reported adherence, respectively. Persistent low adherence rates, coupled with low explanatory power of traditional barriers, suggest that other factors warrant attention. Prior research has investigated explicit attitudes toward medications as a driver of adherence; the roles of implicit attitudes and time preferences (e.g., immediate vs. delayed gratification) as mechanisms underlying adherence behavior are emerging. Similarly, while associations of individual-level social determinants of health (SDOH) and medication adherence are well reported, there is growing evidence about structural SDOH and specific pathways of effect. Building on published conceptual models and recent evidence, we propose an expanded conceptual framework that incorporates implicit attitudes, time preferences, and structural SDOH, as emerging determinants that may explain additional variation in objectively and subjectively measured adherence. This model provides guidance for design, implementation, and assessment of interventions targeting sustained improvement in implementation medication adherence and clinical outcomes among older women and men with hypertension.
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Affiliation(s)
- Marie Krousel-Wood
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Leslie S Craig
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Erin Peacock
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Emily Zlotnick
- Department of Medicine, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Samantha O’Connell
- Office of Academic Affairs, Tulane University, New Orleans, Louisiana, USA
| | - David Bradford
- Department of Public Administration and Policy, University of Georgia, Athens, Georgia, USA
| | - Lizheng Shi
- Department of Health Policy and Management, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Richard Petty
- Department of Psychology, The Ohio State University, Columbus, Ohio, USA
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Carnicelli AP, Li Z, Greiner MA, Lippmann SJ, Greene SJ, Mentz RJ, Hardy NC, Blumer V, Shen X, Yancy CW, Peterson PN, Allen LA, Fonarow GC, O'Brien EC. Sacubitril/Valsartan Adherence and Postdischarge Outcomes Among Patients Hospitalized for Heart Failure With Reduced Ejection Fraction. JACC-HEART FAILURE 2021; 9:876-886. [PMID: 34509408 DOI: 10.1016/j.jchf.2021.06.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 06/24/2021] [Accepted: 06/28/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The authors sought to investigate associations between sacubitril/valsartan adherence and clinical outcomes after hospitalization for heart failure with reduced ejection fraction (HFrEF). BACKGROUND Sacubitril/valsartan improves outcomes in HFrEF, though the extent to which medication adherence is associated with outcomes in routine care is less well characterized. METHODS The authors analyzed patients aged ≥65 years hospitalized for HFrEF within the Get With the Guidelines-Heart Failure registry linked with Medicare claims between October 2015 and September 2018 who were discharged with sacubitril/valsartan. Sacubitril/valsartan adherence was assessed using medication fills to calculate proportion of days covered (PDC) through 90 days postdischarge. Associations between postdischarge adherence (PDC < or ≥80%) and risk of readmission and death within 1 year were examined by comparing cumulative incidences and adjusted event rates. RESULTS Among 897 patients prescribed sacubitril/valsartan at discharge, 295 (32.9%) had PDC ≥80% and 602 (67.1%) had PDC <80%. Baseline characteristics were balanced between groups. Compared with patients with PDC <80%, patients with PDC ≥80% had a significantly lower adjusted hazard of all-cause re-hospitalization (HR: 0.66; [95% CI: 0.48-0.89]) and death (HR: 0.42; [0.22-0.79]) at 90 days and at 1 year (HR: 0.69; [0.56-0.86] and HR: 0.53; [0.38-0.74], respectively). For every 5 percentage point increase in PDC, patients experienced a significant reduction in rehospitalization (HR: 0.98; [0.97-0.99]) and death (HR: 0.96; [0.94-0.97]) at 1 year. CONCLUSIONS In patients hospitalized for HFrEF and discharged on sacubitril/valsartan, high adherence to sacubitril/valsartan within 90 days after discharge was associated with substantially lower rates of readmission and death. Additional efforts to improve adherence with sacubitril/valsartan and other guideline-directed medical therapies in HFrEF are warranted.
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Affiliation(s)
- Anthony P Carnicelli
- Duke Clinical Research Institute, Durham, North Carolina, USA; Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Zhen Li
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Melissa A Greiner
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Steven J Lippmann
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Stephen J Greene
- Duke Clinical Research Institute, Durham, North Carolina, USA; Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Robert J Mentz
- Duke Clinical Research Institute, Durham, North Carolina, USA; Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - N Chantelle Hardy
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA
| | - Vanessa Blumer
- Duke Clinical Research Institute, Durham, North Carolina, USA; Division of Cardiology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Xian Shen
- Health Economics and Outcomes Research, Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
| | - Clyde W Yancy
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Pamela N Peterson
- University of Colorado Anschutz Medical Center, Aurora, Colorado, USA; Division of Cardiology, Department of Medicine, Denver Health Medical Center, Denver, Colorado, USA
| | - Larry A Allen
- University of Colorado Anschutz Medical Center, Aurora, Colorado, USA
| | - Gregg C Fonarow
- Division of Cardiology, Department of Medicine, University of California at Los Angeles, Los Angeles, California, USA
| | - Emily C O'Brien
- Duke Clinical Research Institute, Durham, North Carolina, USA; Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, USA.
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Daliri S, Kooij MJ, Scholte Op Reimer WJM, Ter Riet G, Jepma P, Verweij L, Peters RJG, Buurman BM, Karapinar-Çarkit F. Effects of a transitional care programme on medication adherence in an older cardiac population: A randomized clinical trial. Br J Clin Pharmacol 2021; 88:965-982. [PMID: 34410011 DOI: 10.1111/bcp.15044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 07/21/2021] [Accepted: 07/31/2021] [Indexed: 11/30/2022] Open
Abstract
AIMS Medication non-adherence post-discharge is common among patients, especially those suffering from chronic medical conditions, and contributes to hospital admissions and mortality. This study aimed to evaluate the effect of the Cardiac Care Bridge (CCB) intervention on medication adherence post-discharge. METHODS We performed a secondary analysis of the CCB randomized single-blind trial, a study in patients ≥70 years, at high risk of functional loss and admitted to cardiology departments in six hospitals. In this multi-component intervention study, community nurses performed medication reconciliation and observed medication-related problems (MRPs) during post-discharge home visits, and pharmacists provided recommendations to resolve MRPs. Adherence to high-risk medications was measured using the proportion of days covered (PDC), using pharmacy refill data. Furthermore, MRPs were assessed in the intervention group. RESULTS For 198 (64.7%) of 306 CCB patients, data were available on adherence (mean age: 82 years; 58.9% of patients used a multidose drug dispensing [MDD] system). The mean PDC before admission was 92.3% in the intervention group (n = 99) and 88.5% in the control group (n = 99), decreasing to 85.2% and 84.1% post-discharge, respectively (unadjusted difference: -2.6% (95% CI -9.8 to 4.6, P = .473); adjusted difference -3.3 (95% CI -10.3 to 3.7, P = .353)). Post-hoc analysis indicated that a modest beneficial intervention effect may be restricted to MDD non-users (Pinteraction = .085). In total, 77.0% of the patients had at least one MRP post-discharge. CONCLUSIONS Our findings indicate that a multi-component intervention, including several components targeting medication adherence in older cardiac patients discharged from hospital back home, did not benefit their medication adherence levels. A modest positive effect on adherence may potentially exist in those patients not using an MDD system. This finding needs replication.
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Affiliation(s)
- Sara Daliri
- Department of Clinical Pharmacy, OLVG Hospital, Amsterdam, The Netherlands.,Department of Internal Medicine, section of Geriatric Medicine, Amsterdam UMC, Amsterdam, The Netherlands
| | - Marcel J Kooij
- Community pharmacy, Service Apotheek Koning, Amsterdam, The Netherlands
| | - Wilma J M Scholte Op Reimer
- Department of Cardiology, Amsterdam UMC, Academic Medical Center, Amsterdam, The Netherlands.,University of Applied Sciences Utrecht, Research Group Chronic Diseases, Utrecht, The Netherlands
| | - Gerben Ter Riet
- Department of Cardiology, Amsterdam UMC, Academic Medical Center, Amsterdam, The Netherlands.,Centre of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
| | - Patricia Jepma
- Department of Cardiology, Amsterdam UMC, Academic Medical Center, Amsterdam, The Netherlands.,Centre of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
| | - Lotte Verweij
- Department of Cardiology, Amsterdam UMC, Academic Medical Center, Amsterdam, The Netherlands.,Centre of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
| | - Ron J G Peters
- Department of Cardiology, Amsterdam UMC, Academic Medical Center, Amsterdam, The Netherlands
| | - Bianca M Buurman
- Department of Internal Medicine, section of Geriatric Medicine, Amsterdam UMC, Amsterdam, The Netherlands.,Centre of Expertise Urban Vitality, Faculty of Health, Amsterdam University of Applied Sciences, Amsterdam, The Netherlands
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Fontanet CP, Choudhry NK, Isaac T, Sequist TD, Gopalakrishnan C, Gagne JJ, Jackevicius CA, Fischer MA, Solomon DH, Lauffenburger JC. Comparison of measures of medication adherence from pharmacy dispensing and insurer claims data. Health Serv Res 2021; 57:524-536. [PMID: 34387355 DOI: 10.1111/1475-6773.13714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 07/08/2021] [Accepted: 07/12/2021] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE Medication nonadherence is linked to worsened clinical outcomes and increased costs. Existing system-level adherence interventions rely on insurer claims for patient identification and outcome measurement, yet suffer from incomplete capture and lags in data acquisition. Data from pharmacies regarding prescription filling, captured in retail dispensing, may be more efficient. DATA SOURCES Pharmacy fill and insurer claims data. STUDY DESIGN We compared adherence measured using pharmacy fill data to adherence using insurer claims data, expressed as proportion of days covered (PDC) over 12 months. Agreement was evaluated using correlation/validation metrics. We also explored the relationship between adherence in both sources and disease control using prediction modeling. DATA EXTRACTION METHODS Large pragmatic trial of cardiometabolic disease in an integrated delivery network. PRINCIPAL FINDINGS Among 1113 patients, adherence was higher in pharmacy fill (mean = 50.0%) versus claims data (mean = 47.4%), although they had moderately high correlation (R = 0.57, 95% CI: 0.53-0.61) with most patients (86.9%) being similarly classified as adherent or nonadherent. Sensitivity and specificity of pharmacy fill versus claims data were high (0.89, 95% CI: 0.86-0.91 and 0.80, 95% CI: 0.75-0.85). Pharmacy fill-based PDC predicted better disease control slightly more than claims-based PDC, although the difference was nonsignificant. CONCLUSIONS Pharmacy fill data may be an alternative to insurer claims for adherence measurement.
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Affiliation(s)
- Constance P Fontanet
- Center for Healthcare Delivery Sciences (C4HDS), Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.,Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Niteesh K Choudhry
- Center for Healthcare Delivery Sciences (C4HDS), Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.,Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas Isaac
- Department of Internal Medicine, Atrius Health, Newton, Massachusetts, USA
| | - Thomas D Sequist
- Division of General Internal Medicine and Department of Health Care Policy, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Chandrasekar Gopalakrishnan
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Joshua J Gagne
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Cynthia A Jackevicius
- Pharmacy Practice and Administration Department, Western University of Health Sciences, Pomona, California, USA.,Department of Cardiology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.,Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,ICES, University Health Network, Toronto, Ontario, Canada
| | - Michael A Fischer
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel H Solomon
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.,Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Julie C Lauffenburger
- Center for Healthcare Delivery Sciences (C4HDS), Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.,Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
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