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Roberts NLS, Sufra R, Yan LD, St. Sauveur R, Inddy J, Macius Y, Théard M, Lee MH, Mourra N, Rasul R, Nash D, Deschamps MM, Safford MM, Pape JW, Rouzier V, McNairy ML. Neighborhood Social Vulnerability and Premature Cardiovascular Disease in Haiti. JAMA Cardiol 2024:2819654. [PMID: 38837139 PMCID: PMC11154371 DOI: 10.1001/jamacardio.2024.1286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 03/25/2024] [Indexed: 06/06/2024]
Abstract
Importance Higher social vulnerability is associated with premature cardiovascular disease (CVD) and mortality but is understudied in low-income countries that have both the highest magnitude of social vulnerability and a growing CVD epidemic. Objective To evaluate the association between social vulnerability and hypertension, CVD, and CVD subtypes in Haiti as a model for similar low-income countries. Design, Setting, and Participants This population-based cohort study used enrollment data from adults participating in the Haiti Cardiovascular Disease Cohort Study. Recruitment occurred via multistage random sampling throughout slum and urban neighborhoods in Port-au-Prince, Haiti, from March 2019 to August 2021. Data were analyzed from May 2022 to December 2023. Exposures A modified Haitian Social Vulnerability Index (SVI-H) was created following the US Centers for Disease Control and Prevention Social Vulnerability Index method. Twelve variables across the domains of socioeconomic status, household characteristics, and social and community context were included. The SVI-H was calculated for each study neighborhood block and then stratified into SVI-H quartiles (quartile 1 was the least vulnerable; quartile 4, the most vulnerable). Main Outcomes and Measures Prevalent hypertension and total CVD, defined as heart failure (HF), stroke, transient ischemic attack (TIA), angina, or myocardial infarction (MI). Age-adjusted Poisson regression analysis yielded prevalence ratios (PRs) comparing the prevalence of hypertension, total CVD, and CVD subtypes across SVI-H quartiles. Results Among 2925 adults (1704 [58.3%] female; mean [SD] age, 41.9 [15.9] years), the prevalence of hypertension was 32.8% (95% CI, 31.1%-34.5%) and the prevalence of CVD was 14.7% (95% CI, 13.5%-16.0%). Hypertension prevalence ranged from 26.2% (95% CI, 23.1%-29.3%) to 38.4% (95% CI, 34.8%-42.0%) between quartiles 1 and 4, while CVD prevalence ranged from 11.1% (95% CI, 8.8%-13.3%) to 19.7% (95% CI, 16.8%-22.6%). SVI-H quartile 4 vs 1 was associated with a greater prevalence of hypertension (PR, 1.17; 95% CI, 1.02-1.34) and CVD (PR, 1.48; 95% CI, 1.16-1.89). Among CVD subtypes, SVI-H was significantly associated with HF (PR, 1.64; 95% CI, 1.23-2.18) but not with combined stroke and TIA or combined angina and MI. Conclusions and Relevance In urban Haiti, individuals living in neighborhoods with the highest social vulnerability had greater prevalence of hypertension and HF. Understanding CVD disparities in low-income countries is essential for targeting prevention and treatment interventions toward populations at highest risk globally.
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Affiliation(s)
- Nicholas L. S. Roberts
- Center for Global Health, Department of Medicine, Weill Cornell Medicine, New York, New York
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Rodney Sufra
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Lily D. Yan
- Center for Global Health, Department of Medicine, Weill Cornell Medicine, New York, New York
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Reichling St. Sauveur
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Joseph Inddy
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Youry Macius
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Michel Théard
- Haitian College of Cardiology, Port-au-Prince, Haiti
| | - Myung Hee Lee
- Center for Global Health, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Nour Mourra
- Center for Global Health, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Rehana Rasul
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, New York
- Institute for Implementation Science in Population Health, City University of New York, New York, New York
| | - Denis Nash
- Department of Epidemiology and Biostatistics, Graduate School of Public Health and Health Policy, City University of New York, New York, New York
- Institute for Implementation Science in Population Health, City University of New York, New York, New York
| | - Marie M. Deschamps
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Monika M. Safford
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Jean W. Pape
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Vanessa Rouzier
- Haitian Group for the Study of Kaposi’s Sarcoma and Opportunistic Infections (GHESKIO), Port-au-Prince, Haiti
| | - Margaret L. McNairy
- Center for Global Health, Department of Medicine, Weill Cornell Medicine, New York, New York
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
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Thangaraj PM, Oikonomou EK, Dhingra LS, Aminorroaya A, Jayaram R, Suchard MA, Khera R. Computational Phenomapping of Randomized Clinical Trials to Enable Assessment of their Real-world Representativeness and Personalized Inference. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.05.15.24306285. [PMID: 38798457 PMCID: PMC11118629 DOI: 10.1101/2024.05.15.24306285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Importance Randomized clinical trials (RCTs) are the standard for defining an evidence-based approach to managing disease, but their generalizability to real-world patients remains challenging to quantify. Objective To develop a multidimensional patient variable mapping algorithm to quantify the similarity and representation of electronic health record (EHR) patients corresponding to an RCT and estimate the putative treatment effects in real-world settings based on individual treatment effects observed in an RCT. Design A retrospective analysis of the Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial (TOPCAT; 2006-2012) and a multi-hospital patient cohort from the electronic health record (EHR) in the Yale New Haven Hospital System (YNHHS; 2015-2023). Setting A multicenter international RCT (TOPCAT) and multi-hospital patient cohort (YNHHS). Participants All TOPCAT participants and patients with heart failure with preserved ejection fraction (HFpEF) and ≥1 hospitalization within YNHHS. Exposures 63 pre-randomization characteristics measured across the TOPCAT and YNNHS cohorts. Main Outcomes and Measures Real-world generalizability of the RCT TOPCAT using a multidimensional phenotypic distance metric between TOPCAT and YNHHS cohorts. Estimation of the individualized treatment effect of spironolactone use on all-cause mortality within the YNHHS cohort based on phenotypic distance from the TOPCAT cohort. Results There were 3,445 patients in TOPCAT and 11,712 HFpEF patients across five hospital sites. Across the 63 TOPCAT variables mapped by clinicians to the EHR, there were larger differences between TOPCAT and each of the 5 EHR sites (median SMD 0.200, IQR 0.037-0.410) than between the 5 EHR sites (median SMD 0.062, IQR 0.010-0.130). The synthesis of these differences across covariates using our multidimensional similarity score also suggested substantial phenotypic dissimilarity between the TOPCAT and EHR cohorts. By phenotypic distance, a majority (55%) of TOPCAT participants were closer to each other than any individual EHR patient. Using a TOPCAT-derived model of individualized treatment benefit from spironolactone, those predicted to derive benefit and receiving spironolactone in the EHR cohorts had substantially better outcomes compared with predicted benefit and not receiving the medication (HR 0.74, 95% CI 0.62-0.89). Conclusions and Relevance We propose a novel approach to evaluating the real-world representativeness of RCT participants against corresponding patients in the EHR across the full multidimensional spectrum of the represented phenotypes. This enables the evaluation of the implications of RCTs for real-world patients. KEY POINTS Question: How can we examine the multi-dimensional generalizability of randomized clinical trials (RCT) to real-world patient populations?Findings: We demonstrate a novel phenotypic distance metric comparing an RCT to real-world populations in a large multicenter RCT of heart failure patients and the corresponding patients in multisite electronic health records (EHRs). Across 63 pre-randomization characteristics, pairwise assessments of members of the RCT and EHR cohorts were more discordant from each other than between members of the EHR cohort (median standardized mean difference 0.200 [0.037-0.410] vs 0.062 [0.010-0.130]), with a majority (55%) of RCT participants closer to each other than any individual EHR patient. The approach also enabled the quantification of expected real world outcomes based on effects observed in the RCT.Meaning: A multidimensional phenotypic distance metric quantifies the generalizability of RCTs to a given population while also offering an avenue to examine expected real-world patient outcomes based on treatment effects observed in the RCT.
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Ostrominski JW, DeFilippis EM, Bansal K, Riello RJ, Bozkurt B, Heidenreich PA, Vaduganathan M. Contemporary American and European Guidelines for Heart Failure Management: JACC: Heart Failure Guideline Comparison. JACC. HEART FAILURE 2024; 12:810-825. [PMID: 38583167 DOI: 10.1016/j.jchf.2024.02.020] [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: 12/18/2023] [Revised: 01/31/2024] [Accepted: 02/19/2024] [Indexed: 04/09/2024]
Abstract
This review serves to compare contemporary clinical practice recommendations for the management of heart failure (HF), as codified in the 2021 European Society of Cardiology (ESC) guideline, the 2022 American College of Cardiology (ACC)/American Heart Association (AHA)/Heart Failure Society of America (HFSA) guideline, and the 2023 focused update of the 2021 ESC document. Overall, these guidelines aim to solidify significant advances throughout the HF continuum since the publication of previous full guideline iterations (2013 and 2016 for the ACC/AHA and ESC, respectively). All guidelines provide new recommendations for an increasingly complex landscape of HF care, with focus on primary HF prevention, HF stages, rapid initiation and optimization of evidence-based pharmacotherapies, overlapping cardiac and noncardiac comorbidities, device-based therapies, and management pathways for special groups of patients, including those with cardiac amyloidosis. Importantly, the ACC/AHA/HFSA document features special emphasis on HF risk prediction and screening, cost/value, social determinants of health, and health care disparities. The review discusses major similarities and differences between these recent guidelines and guideline updates, as well as their potential downstream implications for clinical care.
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Affiliation(s)
- John W Ostrominski
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ersilia M DeFilippis
- Division of Cardiology, Center for Advanced Cardiac Care, Columbia University Irving Medical Center, New York, New York, USA
| | - Kannu Bansal
- Department of Internal Medicine, Saint Vincent Hospital, Worcester, Massachusetts, USA
| | - Ralph J Riello
- Clinical and Translational Research Accelerator, Yale School of Medicine, New Haven, Connecticut, USA
| | - Biykem Bozkurt
- Winters Center for Heart Failure, Cardiovascular Research Institute, Baylor College of Medicine and DeBakey VA Medical Center, Houston, Texas, USA
| | - Paul A Heidenreich
- Department of Medicine, VA Palo Alto Healthcare System, Palo Alto, California, USA
| | - Muthiah Vaduganathan
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
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Metlock FE, Addison S, McKoy A, Yang Y, Hope A, Joseph JJ, Zhang J, Williams A, Gray DM, Gregory J, Nolan TS. More than Just a Number: Perspectives from Black Male Participants on Community-Based Interventions and Clinical Trials to Address Cardiovascular Health Disparities. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:449. [PMID: 38673360 PMCID: PMC11050149 DOI: 10.3390/ijerph21040449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 03/18/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Black Americans remain significantly underrepresented and understudied in research. Community-based interventions have been increasingly recognized as an effective model for reckoning with clinical trial participation challenges amongst underrepresented groups, yet a paucity of studies implement this approach. The present study sought to gain insight into Black male participants' perception of clinical trials before and after participating in a community-based team lifestyle intervention in the United States. METHODS Black Impact, a 24-week community-based lifestyle intervention, applied the American Heart Association's Life's Simple 7 (LS7) framework to assess changes in the cardiovascular health of seventy-four Black male participants partaking in weekly team-based physical activities and LS7-themed education and having their social needs addressed. A subset of twenty participants completed an exit survey via one of three semi-structured focus groups aimed at understanding the feasibility of interventions, including their perceptions of participating in clinical trials. Data were transcribed verbatim and analyzed using a content analysis, which involved systematically identifying, coding, categorizing, and interpreting the primary patterns of the data. RESULTS The participants reported a positive change in their perceptions of clinical trials based on their experience with a community-based lifestyle intervention. Three prominent themes regarding their perceptions of clinical trials prior to the intervention were as follows: (1) History of medical abuse; (2) Lack of diversity amongst research teams and participants; and (3) A positive experience with racially concordant research teams. Three themes noted to influence changes in their perception of clinical trials based on their participation in Black Impact were as follows: (1) Building trust with the research team; (2) Increasing awareness about clinical trials; and (3) Motivating participation through community engagement efforts. CONCLUSIONS Improved perceptions of participating in clinical trials were achieved after participation in a community-based intervention. This intervention may provide a framework by which to facilitate clinical trial participation among Black men, which must be made a priority so that Black men are "more than just a number" and no longer "receiving the short end of the stick".
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Affiliation(s)
- Faith E. Metlock
- Johns Hopkins School of Nursing (Formerly The Ohio State University College of Nursing), Baltimore, MD 21205, USA;
| | - Sarah Addison
- Washington University School of Medicine (Formerly The Ohio State University College of Medicine), St. Louis, MO 63110, USA;
| | - Alicia McKoy
- OhioHealth (Formerly The Ohio State University Center for Cancer Health Equity), Columbus, OH 43202, USA;
| | - Yesol Yang
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA; (Y.Y.); (J.Z.)
| | - Aarhea Hope
- Nell Hodgson Woodruff School of Nursing (Formerly The Ohio State University College of Nursing), Atlanta, GA 30322, USA;
| | - Joshua J. Joseph
- The Ohio State University College of Medicine, Columbus, OH 43210, USA; (J.J.J.); (A.W.)
| | - Jing Zhang
- The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, USA; (Y.Y.); (J.Z.)
| | - Amaris Williams
- The Ohio State University College of Medicine, Columbus, OH 43210, USA; (J.J.J.); (A.W.)
| | - Darrell M. Gray
- Gray Area Strategies LLC (Formerly The Ohio State University College of Medicine), Columbus, OH 43210, USA;
| | - John Gregory
- The African American Male Wellness Agency, National Center for Urban Solutions, Columbus, OH 43205, USA;
| | - Timiya S. Nolan
- University of Alabama at Birmingham Heersink School of Medicine (Formerly The Ohio State University College of Nursing and The Ohio State University Comprehensive Cancer Center), Birmingham, AL 35233, USA
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Thangaraj PM, Shankar SV, Huang S, Nadkarni G, Mortazavi B, Oikonomou EK, Khera R. A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.25.24304868. [PMID: 38585929 PMCID: PMC10996766 DOI: 10.1101/2024.03.25.24304868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Randomized clinical trials (RCTs) are essential to guide medical practice; however, their generalizability to a given population is often uncertain. We developed a statistically informed Generative Adversarial Network (GAN) model, RCT-Twin-GAN, that leverages relationships between covariates and outcomes and generates a digital twin of an RCT (RCT-Twin) conditioned on covariate distributions from a second patient population. We used RCT-Twin-GAN to reproduce treatment effect outcomes of the Systolic Blood Pressure Intervention Trial (SPRINT) and the Action to Control Cardiovascular Risk in Diabetes (ACCORD) Blood Pressure Trial, which tested the same intervention but had different treatment effect results. To demonstrate treatment effect estimates of each RCT conditioned on the other RCT patient population, we evaluated the cardiovascular event-free survival of SPRINT digital twins conditioned on the ACCORD cohort and vice versa (SPRINT-conditioned ACCORD twins). The conditioned digital twins were balanced by the intervention arm (mean absolute standardized mean difference (MASMD) of covariates between treatment arms 0.019 (SD 0.018), and the conditioned covariates of the SPRINT-Twin on ACCORD were more similar to ACCORD than a sprint (MASMD 0.0082 SD 0.016 vs. 0.46 SD 0.20). Most importantly, across iterations, SPRINT conditioned ACCORD-Twin datasets reproduced the overall non-significant effect size seen in ACCORD (5-year cardiovascular outcome hazard ratio (95% confidence interval) of 0.88 (0.73-1.06) in ACCORD vs median 0.87 (0.68-1.13) in the SPRINT conditioned ACCORD-Twin), while the ACCORD conditioned SPRINT-Twins reproduced the significant effect size seen in SPRINT (0.75 (0.64-0.89) vs median 0.79 (0.72-0.86)) in ACCORD conditioned SPRINT-Twin). Finally, we describe the translation of this approach to real-world populations by conditioning the trials on an electronic health record population. Therefore, RCT-Twin-GAN simulates the direct translation of RCT-derived treatment effects across various patient populations with varying covariate distributions.
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Affiliation(s)
- Phyllis M. Thangaraj
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Sumukh Vasisht Shankar
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Sicong Huang
- Department of Computer Science and Engineering, Texas A&M University, College Station, TX
| | - Girish Nadkarni
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Division of Data Driven and Digital Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bobak Mortazavi
- Department of Computer Science and Engineering, Texas A&M University, College Station, TX
| | - Evangelos K. Oikonomou
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Rohan Khera
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, CT
- Section of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, CT, USA
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Adamson PB, Echols M, DeFilippis EM, Morris AA, Bennett M, Abraham WT, Lindenfeld J, Teerlink JR, O'Connor CM, Connolly AT, Li H, Fiuzat M, Vaduganathan M, Vardeny O, Batchelor W, McCants KC. Clinical Trial Inclusion and Impact on Early Adoption of Medical Innovation in Diverse Populations. JACC. HEART FAILURE 2024:S2213-1779(24)00179-3. [PMID: 38530702 DOI: 10.1016/j.jchf.2024.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/31/2024] [Accepted: 02/26/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND Inadequate inclusion in clinical trial enrollment may contribute to health inequities by evaluating interventions in cohorts that do not fully represent target populations. OBJECTIVES The aim of this study was to determine if characteristics of patients with heart failure (HF) enrolled in a pivotal trial are associated with who receives an intervention after approval. METHODS Demographics from 2,017,107 Medicare patients hospitalized for HF were compared with those of the first 10,631 Medicare beneficiaries who received implantable pulmonary artery pressure sensors. Characteristics of the population studied in the pivotal CHAMPION (CardioMEMS Heart Sensor Allows Monitoring of Pressure to Improve Outcomes in NYHA Class III Heart Failure Patients) clinical trial (n = 550) were compared with those of both groups. All demographic data were analyzed nationally and in 4 U.S. regions. RESULTS The Medicare HF cohort included 80.9% White, 13.3% African American, 1.9% Hispanic, 1.3% Asian, and 51.5% female patients. Medicare patients <65 years of age were more likely to be African American (33%) and male (58%), whereas older patients were mostly White (84%) and female (53%). Forty-one percent of U.S. HF hospitalizations occurred in the South; demographic characteristics varied significantly across all U.S. regions. The CHAMPION trial adequately represented African Americans (23% overall, 35% <65 years of age), Hispanic Americans (2%), and Asian Americans (1%) but underrepresented women (27%). The trial's population characteristics were similar to those of the first patients who received pulmonary artery sensors (82% White, 13% African American, 1% Asian, 1% Hispanic, and 29% female). CONCLUSIONS Demographics of Centers for Medicare and Medicaid Services beneficiaries hospitalized with HF vary regionally and by age, which should be considered when defining "adequate" representation in clinical studies. Enrollment diversity in clinical trials may affect who receives early application of recently approved innovations.
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Affiliation(s)
- Philip B Adamson
- Heart Failure Division, Abbott Laboratories, Austin, Texas, USA.
| | - Melvin Echols
- Division of Cardiology, Morehouse School of Medicine, Atlanta, Georgia, USA
| | - Ersilia M DeFilippis
- Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
| | | | - Mosi Bennett
- Allina Health Minneapolis Heart Institute, Minneapolis, Minnesota, USA
| | | | | | - John R Teerlink
- Section of Cardiology, San Francisco Veterans Affairs Medical Center and School of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Christopher M O'Connor
- Inova Heart and Vascular Institute, Falls Church, Virginia, USA; Duke University Medical Center and Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Allison T Connolly
- Global Data Science and Analytics, Abbott Laboratories, Santa Clara, California, USA
| | - Huanan Li
- Global Data Science and Analytics, Abbott Laboratories, Santa Clara, California, USA
| | - Mona Fiuzat
- Duke University Medical Center and Duke Clinical Research Institute, Durham, North Carolina, USA
| | - Muthiah Vaduganathan
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Orly Vardeny
- Department of Medicine, University of Minnesota, Minneapolis VA Health Care System, Minneapolis, Minnesota, USA
| | - Wayne Batchelor
- Inova Heart and Vascular Institute, Falls Church, Virginia, USA
| | - Kelly C McCants
- Norton Heart & Vascular Institute, Norton Healthcare, Louisville, Kentucky, USA
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Sheikh H, Walczak N, Rana H, Tseng NW, Syed MK, Collier C, Rezk M, Gong IY, Tan NS, Ali SH, Yan AT, Randhawa VK, Banks L. Temporal Trends of Enrollment by Sex and Race in Major Cardiovascular Randomized Clinical Trials. CJC Open 2024; 6:454-462. [PMID: 38487060 PMCID: PMC10935985 DOI: 10.1016/j.cjco.2023.10.015] [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: 08/08/2023] [Accepted: 10/24/2023] [Indexed: 03/17/2024] Open
Abstract
Background Women and racialized minorities continue to be underrepresented in cardiovascular (CV) trial outcomes data, despite comprising a significant global burden of CV disease. This study evaluated the impact of trial characteristics on the temporal enrollment of women and racialized minorities in prominent CV trials published in the period 1986-2023. Methods MEDLINE was searched for CV trials published in The Lancet, the Journal of the American Medical Association, and the New England Journal of Medicine. Participant and investigator demographics, types of interventions, clinical indications, and funding sources were compared according to the enrollment of women or racialized minorities. Results From 799 studies, including 4,071,921 patients, the enrollment of women and racialized minorities significantly increased from 1986 to 2023 (both P ≤ 0.001). Although the enrollment of women varied by trial indication, comprising 25.0% of coronary artery disease, 35.2% of noncoronary and/or vascular disease, 13.8% of heart failure, 17.0% of arrhythmia, and 28.7% of other CV trials (P ≤ 0.001), it did not differ by peer-reviewed vs industry funding. First authors who were women were more likely than first authors who were men to enroll significantly more women (P = 0.01). Conclusions Active efforts to increase diverse enrollment, along with improved reporting, including of sex and race, in future CV trials may increase the generalizability of their findings and applicability to global populations.
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Affiliation(s)
- Hassan Sheikh
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Nicole Walczak
- Department of Epidemiology and Biostatistics, University of Western Ontario, London, Ontario, Canada
| | - Haaris Rana
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Nicholas W.H. Tseng
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Mohammad K. Syed
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | - Chris Collier
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | - Moemin Rezk
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
| | - Inna Y. Gong
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Nigel S. Tan
- Division of Cardiology, Niagara Health System, Niagara, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Sammy H. Ali
- Department of Medicine, St Mary’s General Hospital, Toronto, Ontario, Canada
| | - Andrew T. Yan
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Terrence Donnelly Heart Centre, St. Michael’s Hospital, Kitchener, Ontario, Canada
| | - Varinder K. Randhawa
- Department of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Laura Banks
- Faculty of Health Sciences, Ontario Tech University, Oshawa, Ontario, Canada
- Knowledge, Innovation, Talent, Everywhere (KITE), Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
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Alkalbani M, Psotka MA. Rethinking heart failure clinical trials: the heart failure collaboratory. Front Cardiovasc Med 2024; 11:1350569. [PMID: 38327488 PMCID: PMC10847294 DOI: 10.3389/fcvm.2024.1350569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 01/09/2024] [Indexed: 02/09/2024] Open
Abstract
The Heart Failure Collaboratory (HFC) is a consortium of stakeholders in the heart failure (HF) community that aims to improve the infrastructure of clinical research to promote development of novel therapies for patients. Since its launch in 2018, HFC has implemented several solutions to tackle obstacles in HF clinical research including training programs to increase the number of clinicians skilled in conducting clinical trials, novel study designs, and advocacy for a diverse and inclusive HF research ecosystem. We highlight some of the HFC successes since its establishment.
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Affiliation(s)
- Mutaz Alkalbani
- Department of Cardiology, Inova Schar Heart and Vascular, Falls Church, VA, United States
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Vijay A, Yancy CW. Health equity in heart failure. Prog Cardiovasc Dis 2024; 82:55-60. [PMID: 38215916 DOI: 10.1016/j.pcad.2024.01.005] [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: 01/08/2024] [Accepted: 01/08/2024] [Indexed: 01/14/2024]
Abstract
The treatment of heart failure (HF) with reduced ejection fraction (HFrEF) has substantially developed over the past decades. More than ever before, the application of appropriate evidence-based medical therapy for HFrEF is associated with remarkable improvements in survival, noteworthy increases in quality of life, and a marked reduction in symptomatic HF sufficient to warrant hospitalization. These enhanced clinical outcomes are driven by the "four pillars" of HF therapy: 1) evidence-based beta blockers, 2) Renin-angiotensin-aldosterone system inhibitors (angiotensin-converting enzyme inhibitors /angiotensin II receptor blockers or angiotensin receptor-neprilysin inhibitors, 3) mineralocorticoid receptor antagonists, and most recently, 4) sodium-glucose cotransporter-2 inhibitors. Despite robust evidence from well-conducted randomized clinical trials, guideline-directed medical therapies with established cardiovascular benefits remain significantly underutilized in clinical practice, particularly among under-represented minority populations. This phenomenon has led to class 1 level recommendations from the 2022 American Heart Association/American College of Cardiology/Heart Failure Society of America Guidelines to address HF disparities among vulnerable populations as follows. In this article, we highlight the difference between health equality and health equity and discuss the need to address equity in the treatment of heart failure, ensuring that the impressive progress made in the treatment of HFrEF is equally beneficial to all individuals. We discuss strategies to reduce and ultimately eliminate disparities in the determinants of health that particularly affect marginalized groups, including the socioeconomic determinants and racism as a threat to public health. Finally, we discuss and propose a combination of the four pillars of ethics with the four pillars of GDMT to optimize and personalize treatment of all patients with HFrEF, to achieve true equity in the treatment of HF.
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Affiliation(s)
- Aishwarya Vijay
- Department of Internal Medicine, Division of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States of America
| | - Clyde W Yancy
- Department of Internal Medicine, Division of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States of America.
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Amin K, Bethel G, Jackson LR, Essien UR, Sloan CE. Eliminating Health Disparities in Atrial Fibrillation, Heart Failure, and Dyslipidemia: A Path Toward Achieving Pharmacoequity. Curr Atheroscler Rep 2023; 25:1113-1127. [PMID: 38108997 PMCID: PMC11044811 DOI: 10.1007/s11883-023-01180-5] [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] [Accepted: 11/25/2023] [Indexed: 12/19/2023]
Abstract
PURPOSE OF REVIEW Pharmacoequity refers to the goal of ensuring that all patients have access to high-quality medications, regardless of their race, ethnicity, gender, or other characteristics. The goal of this article is to review current evidence on disparities in access to cardiovascular drug therapies across sociodemographic subgroups, with a focus on heart failure, atrial fibrillation, and dyslipidemia. RECENT FINDINGS Considerable and consistent disparities to life-prolonging heart failure, atrial fibrillation, and dyslipidemia medications exist in clinical trial representation, access to specialist care, prescription of guideline-based therapy, drug affordability, and pharmacy accessibility across racial, ethnic, gender, and other sociodemographic subgroups. Researchers, health systems, and policy makers can take steps to improve pharmacoequity by diversifying clinical trial enrollment, increasing access to inpatient and outpatient cardiology care, nudging clinicians to increase prescription of guideline-directed medical therapy, and pursuing system-level reforms to improve drug access and affordability.
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Affiliation(s)
- Krunal Amin
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Garrett Bethel
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Larry R Jackson
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
| | - Utibe R Essien
- Department of Medicine, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine at the University of California, Los Angeles, CA, USA
- Center for the Study of Healthcare Innovation, Implementation & Policy, Greater Los Angeles VA Healthcare System, Los Angeles, CA, USA
| | - Caroline E Sloan
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA.
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
- Duke-Margolis Center for Health Policy, Duke University, Durham, NC, USA.
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11
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Papoutsi E, Kremmydas P, Tsolaki V, Kyriakoudi A, Routsi C, Kotanidou A, Siempos II. Racial and ethnic minority participants in clinical trials of acute respiratory distress syndrome. Intensive Care Med 2023; 49:1479-1488. [PMID: 37847403 PMCID: PMC10709247 DOI: 10.1007/s00134-023-07238-x] [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: 05/21/2023] [Accepted: 09/19/2023] [Indexed: 10/18/2023]
Abstract
PURPOSE There is growing interest in improving the inclusiveness of racial and ethnic minority participants in trials of acute respiratory distress syndrome (ARDS). With our study we aimed to examine temporal trends of representation and mortality of racial and ethnic minority participants in randomized controlled trials of ARDS. METHODS We performed a secondary analysis of eight ARDS Network and PETAL Network therapeutic clinical trials, published between 2000 and 2019. We classified race/ethnicity into "White", "Black", "Hispanic", or "Other" (including Asian, American Indian or Alaskan Native, Native Hawaiian, or other Pacific Islander participants). RESULTS Of 5375 participants with ARDS, 1634 (30.4%) were Black, Hispanic, or Other race participants. Representation of racial and ethnic minority participants in trials did not change significantly over time (p = 0.257). However, among participants with moderate to severe ARDS (i.e., partial pressure of arterial oxygen to fraction of inspired oxygen ratio < 150), the difference in mortality between racial and ethnic minority participants and White participants decreased over time. In the five most recent trials, including 2923 participants with ARDS, there were no statistically significant differences in mortality between racial/ethnic groups, even after adjusting for potential confounders. In these five most recent trials, mortality was 31% for White, 31.9% for Black, 30.3% for Hispanic, and 37.1% for Other race participants (p = 0.633). CONCLUSION Representation of racial and ethnic minority participants in ARDS trials from North America, published between 2000 and 2019, did not change over time. Black and Hispanic participants with ARDS may have similar mortality as White participants within trials.
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Affiliation(s)
- Eleni Papoutsi
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Panagiotis Kremmydas
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Vasiliki Tsolaki
- Critical Care Department, University Hospital of Larissa, University of Thessaly Faculty of Medicine, Larissa, Greece
| | - Anna Kyriakoudi
- First Department of Respiratory Medicine, Thoracic Diseases General Hospital Sotiria, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Christina Routsi
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Anastasia Kotanidou
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece
| | - Ilias I Siempos
- First Department of Critical Care Medicine and Pulmonary Services, Evangelismos Hospital, National and Kapodistrian University of Athens Medical School, 45-47 Ipsilantou Street, 10676, Athens, Greece.
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Weill Cornell Medicine, New York, NY, USA.
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Struble LM, Potempa K, Lichtenberg PA, Croff RL, Ellis A, Dodge HH. Including Socially Isolated Black, Older Old Adults (Aged 80 and Above) with and without Mild Cognitive Impairment in a Clinical Trial: Recruitment Strategies and Perspectives. J Multidiscip Healthc 2023; 16:3663-3673. [PMID: 38046050 PMCID: PMC10693244 DOI: 10.2147/jmdh.s427946] [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: 07/22/2023] [Accepted: 11/10/2023] [Indexed: 12/05/2023] Open
Abstract
Objective This study describes strategies for the recruitment of socially isolated older old Black individuals to participate in the "Internet-based conversational engagement clinical trial (I-CONECT)" (Clinical Trial.gov: NCT02871921) and lessons learned in this critical population segment. Methods Best practice strategies to recruit the target population included mass mailings, advertisements, and direct community outreach, including the collaboration with a community group created to reach Black individuals interested in research participation. We also made protocol changes to measure recruitment criteria for older old Black adults more accurately and to increase their participation. Results Descriptive data related to the challenges and successes in recruiting Black participants compared to the White participants is presented. The primary site contacted 17,523 primarily White potential participants and enrolled/randomized 145 White and 2 Asian/mixed race participants (0.8%). The Midwest site contacted 12,141 Black potential participants and enrolled/randomized 39 (0.3%) participants. Discussion While best practices were employed, several factors complicated recruitment, including the need to adjust recruitment criteria, navigate regional regulations, and respect diverse community preferences. Conclusion Older old African Americans are reachable and willing to participate in research when considering their beliefs and practices, influenced by their community and experience.
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Affiliation(s)
- Laura M Struble
- Department of Health Behavior and Biological Sciences, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | - Kathleen Potempa
- Department of Systems, Populations and Leadership, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | - Peter A Lichtenberg
- Institute of Gerontology and Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Raina L Croff
- Oregon Center for Aging and Technology (ORCATECH), Oregon Health & Science University, Portland, Oregon, USA
- Layton Aging and Alzheimer’s Disease Center, Department of Neurology, Oregon Health & Science University, Portland, Oregon, USA
| | - Alexis Ellis
- Department of Health Behavior and Biological Sciences, University of Michigan School of Nursing, Ann Arbor, Michigan, USA
| | - Hiroko H Dodge
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Hulten EA. A cardiovascular risk model validated in Japan applied to an Italian cohort: Procedere con prudenza. J Nucl Cardiol 2023; 30:1454-1457. [PMID: 36949179 DOI: 10.1007/s12350-023-03242-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 03/24/2023]
Affiliation(s)
- Edward A Hulten
- Department of Medicine, Cardiology Service, Walter Reed National Military Medical Center and Uniformed Services University of Health Sciences, 8901 Rockville Pike, Bethesda, MD, 20889, USA.
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DeFilippis EM, Salazar RA. "Delivering" Equitable Care for Patients With Heart Failure: From Clinical Trials to Implementation. JACC. HEART FAILURE 2023; 11:389-391. [PMID: 36892487 DOI: 10.1016/j.jchf.2023.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Accepted: 01/06/2023] [Indexed: 03/05/2023]
Affiliation(s)
- Ersilia M DeFilippis
- Center for Advanced Cardiac Care, Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA. https://twitter.com/ersied727
| | - Ruben A Salazar
- Center for Advanced Cardiac Care, Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA
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Race-Based Analyses in Heart Failure Clinical Trials: What Makes Them Informative? JACC. HEART FAILURE 2023; 11:580-582. [PMID: 36868918 DOI: 10.1016/j.jchf.2023.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 01/17/2023] [Indexed: 03/05/2023]
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Kapral MK. Kenton Award Lecture-Stroke Disparities Research: Learning From the Past, Planning for the Future. Stroke 2023; 54:379-385. [PMID: 36689593 DOI: 10.1161/strokeaha.122.039562] [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: 09/07/2022] [Accepted: 10/15/2022] [Indexed: 01/24/2023]
Abstract
Inequities in stroke care and outcomes have been documented both within and among countries based on factors, such as race, geography, and socioeconomic status. Research can help us to identify, understand, and address inequities, and this article offers considerations for scientists working in this area. These include designing research aimed at identifying the underlying causes of inequities, recognizing the importance of the social determinants of health, considering interventions that go beyond the individual patient and provider to include policies and systems, acknowledging the role of structural racism, performing community-engaged participatory research, considering intersecting social identities, learning from cross-national comparisons, maintaining the data sources needed for inequities research, using terminology that advances health equity, and improving diversity across the research enterprise.
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Affiliation(s)
- Moira K Kapral
- Division of General Internal Medicine, Department of Medicine, University of Toronto, Canada (M.K.K.)
- ICES, Toronto, Canada (M.K.K.)
- Toronto General Hospital Research Institute, Canada (M.K.K.)
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Avgerinos I, Karagiannis T, Liakos A, Tsapas A, Bekiari E. Racial, ethnic and sex disparities among participants in cardiovascular outcomes trials in type 2 diabetes: A systematic review and descriptive analysis. Diabetes Obes Metab 2023; 25:618-622. [PMID: 36260699 DOI: 10.1111/dom.14900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/06/2022] [Accepted: 10/17/2022] [Indexed: 02/02/2023]
Affiliation(s)
- Ioannis Avgerinos
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Thomas Karagiannis
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Aris Liakos
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Apostolos Tsapas
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
| | - Eleni Bekiari
- Clinical Research and Evidence-Based Medicine Unit, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Diabetes Centre, Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
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Cunningham-Erves J, Joosten Y, Kusnoor SV, Mayers SA, Ichimura J, Dunkel L, Israel TL, Ray D, Stroud M, Harris PA, Wilkins CH. A community-informed recruitment plan template to increase recruitment of racial and ethnic groups historically excluded and underrepresented in clinical research. Contemp Clin Trials 2023; 125:107064. [PMID: 36572240 PMCID: PMC9926351 DOI: 10.1016/j.cct.2022.107064] [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: 09/26/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Engaging communities in research planning and implementation can enhance recruitment and retention (R&R) of racial and ethnic groups historically excluded and underrepresented in clinical research; however, most studies do not use community-informed approaches. This paper describes the formative research process used to design a Community-Informed Recruitment Plan Template for racial and ethnic groups historically excluded and underrepresented in clinical research. METHODS Using an existing R&R template as a starting point, we iteratively developed and refined the community-informed template through a 3-phase process to achieve cultural-appropriateness. Phase 1 included a literature review, 34 community engagement (CE) studios to review recommendations, community advisory board (CAB) review, and survey data from minority recruitment experts. Phase 2 involved integration of content into existing R&R template. Phase 3 was a final review and revision using input of the CAB and researchers' panel. Survey data collected in Phase 1 were analyzed using descriptives (i.e., frequencies and percentages). Open-ended survey responses were analyzed using inductive, qualitative thematic analysis. RESULTS The final 8-section template can help develop effective grant or proposal language where study R&R plans are requested. They include: 1) Recruitment Strategy; 2) A Stakeholder Communication Plan; 3) Evidence of Recruitment Feasibility; 4) Recruitment and Retention Team; 5) Recruitment and Retention Methods; 6) Recruitment and Retention Timeline; 7) Evaluation; and 8) Budget. CONCLUSIONS Incorporating multiple perspectives into this formative research process enhances the cultural appropriateness of this community-informed R&R template to help research teams achieve R&R goals for individuals historically excluded and underrepresented in clinical research.
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Affiliation(s)
| | - Yvonne Joosten
- Vanderbilt Institute for Medicine and Public Health, Nashville, TN, USA
| | - Sheila V Kusnoor
- Center for Knowledge Management, Strategy and Innovation, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Stephanie A Mayers
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jabari Ichimura
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leah Dunkel
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tiffany L Israel
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Devan Ray
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mary Stroud
- Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Paul A Harris
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA; Vanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Consuelo H Wilkins
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Office of Health Equity, Vanderbilt University Medical Center, Nashville, TN, USA
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Lanfear DE, Njoroge JN, Adams KF, Anand I, Fang JC, Ramires F, Sliwa-Hahnle K, Badat A, Burgess L, Gorodeski EZ, Williams C, Diaz R, Felker GM, McMurray JJV, Metra M, Solomon S, Miao ZM, Claggett BL, Heitner SB, Kupfer S, Malik FI, Teerlink JR. Omecamtiv Mecarbil in Black Patients With Heart Failure and Reduced Ejection Fraction: Insights From GALACTIC-HF. JACC. HEART FAILURE 2023; 11:569-579. [PMID: 36881396 DOI: 10.1016/j.jchf.2022.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/21/2022] [Accepted: 11/23/2022] [Indexed: 02/05/2023]
Abstract
BACKGROUND Omecamtiv mecarbil improves cardiovascular outcomes in patients with heart failure (HF) with reduced ejection fraction (EF). Consistency of drug benefit across race is a key public health topic. OBJECTIVES The purpose of this study was to evaluate the effect of omecamtiv mecarbil among self-identified Black patients. METHODS In GALACTIC-HF (Global Approach to Lowering Adverse Cardiac Outcomes Through Improving Contractility in Heart Failure) patients with symptomatic HF, elevated natriuretic peptides, and left ventricular ejection fraction (LVEF) ≤35% were randomized to omecamtiv mecarbil or placebo. The primary outcome was a composite of time to first event of HF or cardiovascular death. The authors analyzed treatment effects in Black vs White patients in countries contributing at least 10 Black participants. RESULTS Black patients accounted for 6.8% (n = 562) of overall enrollment and 29% of U.S. enrollment. Most Black patients enrolled in the United States, South Africa, and Brazil (n = 535, 95%). Compared with White patients enrolled from these countries (n = 1,129), Black patients differed in demographics, comorbid conditions, received higher rates of medical therapy and lower rates of device therapies, and experienced higher overall event rates. The effect of omecamtiv mecarbil was consistent in Black vs White patients, with no difference in the primary endpoint (HR = 0.83 vs 0.88, P-interaction = 0.66), similar improvements in heart rate and N-terminal pro-B-type natriuretic peptide, and no significant safety signals. Among endpoints, the only nominally significant treatment-by-race interaction was the placebo-corrected change in blood pressure from baseline in Black vs White patients (+3.4 vs -0.7 mm Hg, P-interaction = 0.02). CONCLUSIONS GALACTIC-HF enrolled more Black patients than other recent HF trials. Black patients treated with omecamtiv mecarbil had similar benefit and safety compared with White counterparts.
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Affiliation(s)
| | - Joyce N Njoroge
- University of California San Francisco, San Francisco, California, USA
| | | | - Inder Anand
- University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | | | - Felix Ramires
- Instituto do Coração, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | | | - Aysha Badat
- Wits Clinical Research, Johannesburg, South Africa
| | - Lesley Burgess
- TREAD Research, Cardiology Unit, Department of Internal Medicine, Tygerberg Hospital and Stellenbosch University, Parow, South Africa
| | - Eiran Z Gorodeski
- University Hospitals and Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Rafael Diaz
- Estudios Clínicos Latino América, Rosario, Argentina
| | - Gary M Felker
- Duke University School of Medicine and Duke Clinical Research Institute, Durham, North Carolina, USA
| | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, Glasgow, United Kingdom
| | | | - Scott Solomon
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | | | - Brian L Claggett
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | | | - Stuart Kupfer
- Cytokinetics Inc, South San Francisco, California, USA
| | - Fady I Malik
- Cytokinetics Inc, South San Francisco, California, USA
| | - John R Teerlink
- San Francisco Veterans Affairs Medical Center and School of Medicine, University of California San Francisco, San Francisco, California, USA
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20
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Butt JH, Docherty KF, Claggett BL, Desai AS, Fang JC, Petersson M, Langkilde AM, de Boer RA, Cabrera Honorio JW, Hernandez AF, Inzucchi SE, Kosiborod MN, Køber L, Lam CSP, Martinez FA, Ponikowski P, Sabatine MS, Vardeny O, O'Meara E, Saraiva JFK, Shah SJ, Vaduganathan M, Jhund PS, Solomon SD, McMurray JJV. Dapagliflozin in Black and White Patients With Heart Failure Across the Ejection Fraction Spectrum. JACC. HEART FAILURE 2022; 11:375-388. [PMID: 36881399 DOI: 10.1016/j.jchf.2022.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 11/21/2022] [Accepted: 11/22/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Black people have a higher incidence and prevalence of heart failure (HF) than White people, and once HF has developed, they may have worse outcomes. There is also evidence that the response to several pharmacologic therapies may differ between Black and White patients. OBJECTIVES The authors sought to examine the outcomes and response to treatment with dapagliflozin according to Black or White race in a pooled analysis of 2 trials comparing dapagliflozin to placebo in patients with heart failure with reduced ejection fraction (DAPA-HF [Dapagliflozin and Prevention of Adverse Outcomes in Heart Failure]) and heart failure with Mildly reduced ejection fraction/heart failure with preserved ejection fraction (DELIVER [Dapagliflozin Evaluation to Improve the Lives of Patients With Preserved Ejection Fraction Heart Failure]). METHODS Because most self-identified Black patients were enrolled in the Americas, the comparator group was White patients randomized in the same regions. The primary outcome was the composite of worsening HF or cardiovascular death. RESULTS Of the 3,526 patients randomized in the Americas, 2,626 (74.5%) identified as White and 381 (10.8%) as Black. The primary outcome occurred at a rate of 16.8 (95% CI: 13.8-20.4) in Black patients compared with 11.6 (95% CI: 10.6-12.7) per 100 person-years in White patients (adjusted HR: 1.27; 95% CI: 1.01-1.59). Compared with placebo, dapagliflozin decreased the risk of the primary endpoint to the same extent in Black (HR: 0.69; 95% CI: 0.47-1.02) and White patients (HR: 0.73 [95% CI: 0.61-0.88]; Pinteraction = 0.73). The number of patients needed to treat with dapagliflozin to prevent one event over the median follow-up was 17 in White and 12 in Black patients. The beneficial effects and favorable safety profile of dapagliflozin were consistent across the range of left ventricular ejection fractions in both Black and White patients. CONCLUSIONS The relative benefits of dapagliflozin were consistent in Black and White patients across the range of left ventricular ejection fraction, with greater absolute benefits in Black patients. (Dapagliflozin and Prevention of Adverse Outcomes in Heart Failure [DAPA-HF]; NCT03036124) (Dapagliflozin Evaluation to Improve the Lives of Patients With Preserved Ejection Fraction Heart Failure [DELIVER]; NCT03619213).
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Affiliation(s)
- Jawad H Butt
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom; Department of Cardiology, Rigshospitalet Copenhagen University Hospital, Copenhagen, Denmark
| | - Kieran F Docherty
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Brian L Claggett
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Akshay S Desai
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - James C Fang
- University of Utah Medical Center, Salt Lake City, Utah, USA
| | - Magnus Petersson
- Late-Stage Development, Cardiovascular, Renal, and Metabolism, BioPharmaceuticals R and D, AstraZeneca, Gothenburg, Sweden
| | - Anna Maria Langkilde
- Late-Stage Development, Cardiovascular, Renal, and Metabolism, BioPharmaceuticals R and D, AstraZeneca, Gothenburg, Sweden
| | | | | | | | | | - Mikhail N Kosiborod
- Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | - Lars Køber
- Department of Cardiology, Rigshospitalet Copenhagen University Hospital, Copenhagen, Denmark
| | - Carolyn S P Lam
- National Heart Centre Singapore and Duke-National University of Singapore, Singapore
| | | | - Piotr Ponikowski
- Center for Heart Diseases, University Hospital, Wroclaw Medical University, Wroclaw, Poland
| | - Marc S Sabatine
- TIMI Study Group, Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Orly Vardeny
- The Minneapolis Veterans Affairs Center for Care Delivery and Outcomes Research, University of Minnesota, Minneapolis, USA
| | - Eileen O'Meara
- Institut de Cardiologie de Montréal, Université de Montréal, Québec, Canada
| | - Jose F K Saraiva
- Cardiovascular Division, Instituto de Pesquisa Clínica de Campinas, Campinas, Brazil
| | - Sanjiv J Shah
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Muthiah Vaduganathan
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Pardeep S Jhund
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom
| | - Scott D Solomon
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - John J V McMurray
- British Heart Foundation Cardiovascular Research Centre, University of Glasgow, Glasgow, United Kingdom.
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21
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Reza N, Nayak A, Lewsey SC, DeFilippis EM. Representation matters: a call for inclusivity and equity in heart failure clinical trials. Eur Heart J Suppl 2022; 24:L45-L48. [PMID: 36545232 PMCID: PMC9762878 DOI: 10.1093/eurheartjsupp/suac115] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The burden of heart failure remains substantial worldwide, and heart failure with reduced ejection fraction (HFrEF) affects approximately half of this population. Despite this global prevalence of HFrEF, the majority of contemporary clinical trials in HFrEF have underenrolled individuals from minoritized sex, gender, race, ethnicity, and socioeconomic groups. Moreover, significant disparities in access to HFrEF treatment and outcomes exist across these same strata. We provide a call to action for the inclusion of diverse populations in HFrEF clinical trials; catalogue several barriers to adequate representation in HFrEF clinical trials; and propose strategies to broaden inclusivity in future HFrEF trials.
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Affiliation(s)
| | - Aditi Nayak
- Division of Cardiology, Emory University, Atlanta, GA 30322, USA
| | - Sabra C Lewsey
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21211, USA
| | - Ersilia M DeFilippis
- Division of Cardiology, Department of Medicine, Columbia University College of Physicians and Surgeons New York, New York 10027, USA
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22
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Nguyen AB, Cavallari LH, Rossi JS, Stouffer GA, Lee CR. Evaluation of race and ethnicity disparities in outcome studies of CYP2C19 genotype-guided antiplatelet therapy. Front Cardiovasc Med 2022; 9:991646. [PMID: 36082121 PMCID: PMC9445150 DOI: 10.3389/fcvm.2022.991646] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 08/05/2022] [Indexed: 11/15/2022] Open
Abstract
Dual antiplatelet therapy with a P2Y12 inhibitor (clopidogrel, prasugrel, or ticagrelor) and aspirin remains the standard of care for all patients undergoing percutaneous coronary intervention (PCI). It is well-established that patients carrying CYP2C19 no function alleles have impaired capacity to convert clopidogrel into its active metabolite and thus, are at higher risk of major adverse cardiovascular events (MACE). The metabolism and clinical effectiveness of prasugrel and ticagrelor are not affected by CYP2C19 genotype, and accumulating evidence from multiple randomized and observational studies demonstrates that CYP2C19 genotype-guided antiplatelet therapy following PCI improves clinical outcomes. However, most antiplatelet pharmacogenomic outcome studies to date have lacked racial and ethnic diversity. In this review, we will (1) summarize current guideline recommendations and clinical outcome evidence related to CYP2C19 genotype-guided antiplatelet therapy, (2) evaluate the presence of potential racial and ethnic disparities in the major outcome studies supporting current genotype-guided antiplatelet therapy recommendations, and (3) identify remaining knowledge gaps and future research directions necessary to advance implementation of this precision medicine strategy for dual antiplatelet therapy in diverse, real-world clinical settings.
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Affiliation(s)
- Anh B. Nguyen
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Larisa H. Cavallari
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida, Gainesville, FL, United States
| | - Joseph S. Rossi
- Division of Cardiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - George A. Stouffer
- Division of Cardiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Craig R. Lee
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- Division of Cardiology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
- *Correspondence: Craig R. Lee,
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23
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Goyal A, Ambinder D, Farr M. Collab, Virtualize, Democratize: A Conversation With the Founders of CardioNerds. Circulation 2022; 146:269-275. [PMID: 35877836 DOI: 10.1161/circulationaha.122.061404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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24
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Sinha A, Yancy CW, Patel RB. Tipping the Scale Toward a More Accurate and Equitable Assessment of HFrEF Pharmacotherapy Eligibility: A Call to Incorporate Cystatin C in Estimating Glomerular Filtration Rate. Eur J Heart Fail 2022; 24:867-870. [PMID: 35415943 PMCID: PMC9133180 DOI: 10.1002/ejhf.2505] [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: 03/30/2022] [Accepted: 04/10/2022] [Indexed: 11/10/2022] Open
Affiliation(s)
- Arjun Sinha
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
| | - Clyde W Yancy
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
| | - Ravi B Patel
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
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