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Sanyi A, Byiringiro S, Dabiri S, Jacobson M, Boyd A, Ogunniyi MO, Morris AA, Kohn R, Dickert NW, Lane-Fall MB, Lewis EF, Halpern SD, Fanaroff AC. Measuring Representativeness in Clinical Trials. Circulation 2025; 151:318-330. [PMID: 39899634 PMCID: PMC11801332 DOI: 10.1161/circulationaha.124.070299] [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: 02/05/2025]
Abstract
Representativeness in randomized clinical trials remains a critical concern, affecting the external validity of trial results, equitable access to the risks and benefits of research participation, and public trust in clinical research. Although representative participation by members of groups traditionally underrepresented in clinical trials is just a surrogate for true diversity, equity, inclusion, and belonging in clinical trials, it can be quantified, allowing stakeholders to add empirical rigor to diversity, equity, inclusion, and belonging efforts. Multiple ways to measure representativeness have been proposed, including the participation-to-prevalence ratio, raw participation proportions or numbers for relevant subgroups, and enrollment fraction for relevant subgroups. These methods have strengths and weaknesses and may be appropriate to report in certain circumstances, depending on why stakeholders seek to assess representativeness. Stakeholders-including regulatory agencies, journal editors, clinical trial investigators, and trial sponsors-may use quantitative measures of representativeness to establish trial enrollment standards, monitor equitable participation in ongoing trials, and condition funding or drug or device approval on achieving specific representativeness targets. However, using quantitative measures of representativeness in this way could have unintended consequences, including researchers "gaming" recruitment strategies to meet target numbers, overlooking nuanced variations within communities, and potentially incentivizing problematic and exploitative recruitment strategies. Although no single method of measuring representativeness offers a comprehensive solution for increasing diversity, equity, inclusion, and belonging in all randomized clinical trials, a carefully designed, multifaceted approach to measuring representativeness may provide stakeholders with useful perspectives for measuring progress in increasing the diversity of clinical trial participation. For stakeholders seeking a single number to assess the representativeness of a trial enrolling patients with a disease state with well-delineated demographics, the participation-to-prevalence ratio is ideal; however, for a more nuanced view of representativeness, the combination of enrollment fraction in subgroups of relevance plus a full report of the demographics of patients approached for enrollment may be more appropriate.
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Affiliation(s)
- Allen Sanyi
- Department of Medicine (A.S.), Emory University School of Medicine, Atlanta, GA
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
| | | | - Sanaz Dabiri
- Leonard D. Schaeffer Center for Health Policy and Economics (S.D., M.J.), University of Southern California, Los Angeles
| | - Mireille Jacobson
- Leonard D. Schaeffer Center for Health Policy and Economics (S.D., M.J.), University of Southern California, Los Angeles
- Leonard Davis School of Gerontology (M.J.), University of Southern California, Los Angeles
| | - Amanda Boyd
- Elson S. Floyd College of Medicine, Washington State University, Spokane (A.B.)
| | - Modele O Ogunniyi
- Division of Cardiology (M.O.O., A.A.M., N.W.D.), Emory University School of Medicine, Atlanta, GA
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Grady Health System, Atlanta, GA (M.O.O.)
| | - Alanna A Morris
- Division of Cardiology (M.O.O., A.A.M., N.W.D.), Emory University School of Medicine, Atlanta, GA
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
| | - Rachel Kohn
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Department of Medicine (R.K., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Palliative and Advanced Illness Research (PAIR) Center (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
| | - Neal W Dickert
- Division of Cardiology (M.O.O., A.A.M., N.W.D.), Emory University School of Medicine, Atlanta, GA
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
| | - Meghan B Lane-Fall
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Palliative and Advanced Illness Research (PAIR) Center (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Department of Anesthesiology and Critical Care (M.B.L.-F.), University of Pennsylvania, Philadelphia
- Perelman School of Medicine, Center for Perioperative Outcomes Research and Transformation (M.B.L.-F.), University of Pennsylvania, Philadelphia
- Center for Healthcare Improvement and Patient Safety (M.B.L.-F.), University of Pennsylvania, Philadelphia
- Robert Wood Johnson Foundation Harold Amos Medical Faculty Development Program, Indianapolis, IN (M.B.L.-F.)
| | - Eldrin F Lewis
- Department of Medicine, Stanford University School of Medicine, CA (E.F.L.)
| | - Scott D Halpern
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Department of Medicine (R.K., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Palliative and Advanced Illness Research (PAIR) Center (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Department of Biostatistics, Epidemiology, and Informatics (S.D.H.), University of Pennsylvania, Philadelphia
- Department of Medical Ethics and Health Policy (S.D.H.), University of Pennsylvania, Philadelphia
| | - Alexander C Fanaroff
- Behavioral Economics to Transform Trial Enrollment Representativeness (BETTER) Center (A.S., M.O.O., A.A.M., R.K., N.W.D., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Department of Medicine (R.K., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Palliative and Advanced Illness Research (PAIR) Center (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Leonard Davis Institute of Health Economics (R.K., M.B.L.-F., S.D.H., A.C.F.), University of Pennsylvania, Philadelphia
- Center for Health Incentives and Behavioral Economics (A.C.F.), University of Pennsylvania, Philadelphia
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Matetic A, Kuchtaruk A, Siudak Z, Ullah W, Elbadawi A, Elgendy IY, Zaman S, Bang V, Rao S, Bagur R, Mamas MA. 30-Day unplanned readmission rates, causes and outcomes of patients hospitalized for acute coronary syndrome based on the trial participation status. CARDIOVASCULAR REVASCULARIZATION MEDICINE 2024:S1553-8389(24)00607-9. [PMID: 39095290 DOI: 10.1016/j.carrev.2024.07.023] [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: 03/22/2024] [Revised: 06/24/2024] [Accepted: 07/25/2024] [Indexed: 08/04/2024]
Abstract
BACKGROUND This study aimed to investigate the association between index trial participation status and 30-day unplanned readmission rates, causes, and outcomes in acute coronary syndrome (ACS) patients. METHODS The National Readmission Database was analysed for all index hospitalizations with a principal diagnosis of ACS between October 2015 to November 2019, stratified by index trial participation status (International Classification of Diseases - 10th edition code: Z00.6). The 30-day unplanned readmission rates, causes and outcomes were analysed, including the assessment of factors associated with readmission. Multivariable regression analyses were reported as adjusted odds ratios (aOR) with 95 % confidence intervals (95 % CI). All analyses were weighted and utilized hierarchical multi-level organization. RESULTS A total of 2,066,328 cases with a principal diagnosis of ACS were included in the study, of which there were 4061 trial participants (0.2 %) and 189,240 (9.2 %) cases experienced unplanned 30-day readmission. Rates of unplanned 30-day readmission were similar between trial participants and non-participants (9.8 % vs. 9.2 %, p = 0.16). Consistently, after multivariable adjustment, there was no significant association between trial participation and unplanned 30-day readmissions (aOR 0.96, 95 % CI 0.86-1.07, p = 0.45). Compared with trial participants, the majority of readmissions in non-participants were related to cardiovascular conditions (55.2 % vs. 46.7 %, p = 0.005, respectively). There was no significant difference in all-cause mortality (5.5 % vs. 4.6 %, p = 0.368, respectively), but trial participants were more likely to develop major bleeding (3.5 % vs. 2.1 %, p = 0.044), ischemic stroke (4.0 % vs. 2.1 %, p = 0.008) and haemorrhagic stroke (2.0 % vs. 0.6 %, p < 0.001) at readmissions. CONCLUSION Overall rates of unplanned 30-day readmissions after ACS are similar between trial participants and non-participants, but non-participation in trials was associated with a higher likelihood of cardiovascular readmission.
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Affiliation(s)
- Andrija Matetic
- Department of Cardiology, University Hospital of Split, Split, Croatia; Keele Cardiovascular Research Group, Keele University, Keele, United Kingdom
| | - Adrian Kuchtaruk
- London Health Sciences Centre, Western University, London, Ontario, Canada
| | - Zbigniew Siudak
- Collegium Medicum, Jan Kochanowski University, Kielce, Poland
| | - Waqas Ullah
- Thomas Jefferson University Hospitals, Philadelphia, United States of America
| | - Ayman Elbadawi
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, United States of America
| | - Islam Y Elgendy
- Division of Cardiovascular Medicine, Gill Heart Institute, University of Kentucky, Lexington, KY, United States of America
| | - Sarah Zaman
- Westmead Applied Research Centre, The University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia
| | - Vijay Bang
- Lilavati Hospital and Research Center, Mumbai, India
| | - Sarita Rao
- Department of Cardiology, Apollo Hospitals, Indore, India
| | - Rodrigo Bagur
- London Health Sciences Centre, Western University, London, Ontario, Canada
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Keele University, Keele, United Kingdom; National Institute for Health and Care Research (NIHR), Birmingham Biomedical Research Centre, United Kingdom.
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Fritz Hansson A, Modica A, Renlund H, Christersson C, Held C, Batra G. Major bleeding in patients with atrial fibrillation treated with apixaban versus warfarin in combination with amiodarone: nationwide cohort study. Open Heart 2024; 11:e002555. [PMID: 38429057 PMCID: PMC10910422 DOI: 10.1136/openhrt-2023-002555] [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: 11/10/2023] [Accepted: 02/15/2024] [Indexed: 03/03/2024] Open
Abstract
BACKGROUND Amiodarone is an established treatment for atrial fibrillation (AF) but might interfere with the metabolism of apixaban or warfarin. Therefore, the aim was to investigate the occurrence of major bleeding among patients with AF treated with amiodarone in combination with apixaban or warfarin. METHODS Retrospective observational study using Swedish health registers. All patients with AF in the National Patient Register and the National Dispensed Drug Register with concomitant use of amiodarone and warfarin or apixaban between 1 June 2013 and 31 December 2018 were included. Propensity score matching was performed, and matched cohorts were compared using Cox proportional HRs. The primary outcome was major bleeding resulting in hospitalisation based on International Classification of Diseases (ICD)-10 codes. Secondary outcomes included intracranial bleeding, gastrointestinal bleeding and other bleeding. Exploratory outcomes included ischaemic stroke/systemic embolism and all-cause/cardiovascular (CV) mortality. RESULTS A total of 12 103 patients met the inclusion criteria and 8686 patients were included after propensity score matching. Rates of major bleeding were similar in the apixaban (4.3/100 patient-years) and warfarin cohort (4.5/100 patient-years) (HR: 1.03; 95% CI: 0.76 to 1.39) during median follow-up of 4.4 months. Similar findings were observed for secondary outcomes including gastrointestinal bleeding and other bleeding, and exploratory outcomes including ischaemic stroke/systemic embolism and all-cause/CV mortality. CONCLUSIONS Among patients treated with amiodarone in combination with apixaban or warfarin, major bleeding and thromboembolic events were rare and with no significant difference between the treatment groups. EUPAS REGISTRY NUMBER EUPAS43681.
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Affiliation(s)
| | | | - Henrik Renlund
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | | | - Claes Held
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
| | - Gorav Batra
- Department of Medical Sciences Cardiology, Uppsala University, Uppsala, Sweden
- Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
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Aglan A, Maraey A, Fath AR, Elsharnoby H, Abdelmottaleb W, Elzanaty AM, Khalil M, Dani SS, Saad M, Elgendy IY. Association Between Clinical Trial Participation Status and Outcomes With Mitral Transcatheter Edge-to-Edge Repair. JACC Cardiovasc Interv 2024; 17:520-530. [PMID: 38418055 DOI: 10.1016/j.jcin.2023.10.063] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 10/27/2023] [Accepted: 10/29/2023] [Indexed: 03/01/2024]
Abstract
BACKGROUND Clinical trials have demonstrated the efficacy and safety of mitral transcatheter edge-to-edge repair (M-TEER) for selected patients with severe mitral regurgitation. However, the generalizability of trial results to real-world patients remains uncertain. OBJECTIVES The authors aimed to compare baseline characteristics and in-hospital outcomes among trial participants with nonparticipants undergoing M-TEER. METHODS Using the National Inpatient Sample database years 2016-2020, M-TEER admissions were identified and categorized into trial participants vs none. We also identified a cohort of trial noneligible patients based on clinical exclusion criteria from pivotal trials. Multivariate regression analysis was performed to compare in-hospital outcomes. The primary outcome was in-hospital mortality, and secondary outcomes included in-hospital complications, length of stay, and hospitalization cost. RESULTS Among 38,770 M-TEER admissions from 2016 to 2020, 11,450 (29.5%) were trial participants, 22,975 (59.3%) were eligible nonparticipants, and 2,960 (7.6%) were noneligible. Baseline characteristics and comorbidity profiles were mostly similar between trial participants vs eligible nonparticipants. In-hospital mortality (adjusted OR [aOR]: 0.98; 95% CI: 0.60-1.62), cardiogenic shock (aOR: 1.06; 95% CI: 0.80-1.42), mechanical circulatory support (aOR: 0.91; 95% CI: 0.58-1.41), mechanical ventilation (aOR: 1.03; 95% CI: 0.74-1.42), and conversion to mitral valve surgery (aOR: 1.08; 95% CI: 0.57-2.03) were not different between both groups. Conversely, M-TEER for noneligible patients was associated with higher rates of mortality (aOR: 6.27; 95% CI: 3.75-10.45) and complications. CONCLUSIONS The majority of real-world M-TEER patients would have been eligible for clinical trial participation and had comparable clinical profiles and in-hospital outcomes to trial participants. However, noneligible patients had worse in-hospital outcomes compared with trial participants.
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Affiliation(s)
- Amro Aglan
- Department of Internal Medicine, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, Massachusetts, USA
| | - Ahmed Maraey
- Department of Internal Medicine, Carle Foundation Hospital, Urbana, Illinois, USA; Department of Cardiovascular Medicine, University of Toledo, Toledo, Ohio, USA
| | - Ayman R Fath
- Division of Cardiology, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Hadeer Elsharnoby
- Department of Internal Medicine, Carle Foundation Hospital, Urbana, Illinois, USA
| | - Wael Abdelmottaleb
- Department of Internal Medicine, New York College of Medicine, Metropolitan Hospital, New York, New York, USA
| | - Ahmed M Elzanaty
- Department of Cardiovascular Medicine, University of Toledo, Toledo, Ohio, USA
| | - Mahmoud Khalil
- Department of Cardiovascular Medicine, University of Connecticut, Farmington, Connecticut, USA
| | - Sourbha S Dani
- Division of Cardiology, Lahey Hospital and Medical Center, Beth Israel Lahey Health, Burlington, Massachusetts, USA
| | - Marwan Saad
- Division of Cardiology, Alpert Medical School of Brown University, Providence, Rhode Island, USA
| | - Islam Y Elgendy
- Division of Cardiovascular Medicine, Gill Heart Institute, University of Kentucky, Lexington, Kentucky, USA.
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