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Marquis‐Gravel G, Stebbins A, Wruck LM, Roe MT, Effron MB, Hammill BG, Whittle J, VanWormer JJ, Robertson HR, Alikhaani JD, Kripalani S, Farrehi PM, Girotra S, Benziger CP, Polonsky TS, Merritt JG, Gupta K, McCormick TE, Knowlton KU, Jain SK, Kochar A, Rothman RL, Harrington RA, Hernandez AF, Jones WS. Age and Aspirin Dosing in Secondary Prevention of Atherosclerotic Cardiovascular Disease. J Am Heart Assoc 2024; 13:e026921. [PMID: 38348779 PMCID: PMC11010083 DOI: 10.1161/jaha.122.026921] [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: 01/13/2023] [Accepted: 01/04/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND In patients with atherosclerotic cardiovascular disease, increasing age is concurrently associated with higher risks of ischemic and bleeding events. The objectives are to determine the impact of aspirin dose on clinical outcomes according to age in atherosclerotic cardiovascular disease. METHODS AND RESULTS In the ADAPTABLE (Aspirin Dosing: A Patient-Centric Trial Assessing Benefits and Long-Term Effectiveness) trial, patients with atherosclerotic cardiovascular disease were randomized to daily aspirin doses of 81 mg or 325 mg. The primary effectiveness end point was death from any cause, hospitalization for myocardial infarction, or hospitalization for stroke. The primary safety end point was hospitalization for bleeding requiring transfusion. A total of 15 076 participants were randomized to aspirin 81 mg (n=7540) or 325 mg (n=7536) daily (median follow-up: 26.2 months; interquartile range: 19.0-34.9 months). Median age was 67.6 years (interquartile range: 60.7-73.6 years). Among participants aged <65 years (n=5841 [38.7%]), a primary end point occurred in 226 (7.54%) in the 81 mg group, and in 191 (6.80%) in the 325 mg group (adjusted hazard ratio [HR], 1.23 [95% CI, 1.01-1.49]). Among participants aged ≥65 years (n=9235 [61.3%]), a primary end point occurred in 364 (7.12%) in the 81 mg group, and in 378 (7.96%) in the 325 mg group (adjusted HR, 0.95 [95% CI, 0.82-1.10]). The age-dose interaction was not significant (P=0.559). There was no significant interaction between age and the randomized aspirin dose for the secondary effectiveness and the primary safety bleeding end points (P>0.05 for all). CONCLUSIONS Age does not modify the impact of aspirin dosing (81 mg or 325 mg daily) on clinical end points in secondary prevention of atherosclerotic cardiovascular disease.
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Affiliation(s)
- Guillaume Marquis‐Gravel
- Duke Clinical Research InstituteDurhamNC
- Montreal Heart Institute, Université de MontréalQCCanada
| | | | | | - Matthew T. Roe
- Duke Clinical Research InstituteDurhamNC
- Duke University Medical CenterDurhamNC
| | - Mark B. Effron
- Ochsner Clinical School, John Ochsner Heart and Vascular Institute, University of Queensland School of MedicineNew OrleansLA
| | - Bradley G. Hammill
- Duke Clinical Research InstituteDurhamNC
- Department of Population Health SciencesDuke School of MedicineDurhamNC
| | - Jeff Whittle
- Department of Medicine, Division of General Internal MedicineMedical College of WisconsinMilwaukeeWI
- Center for Advancing Population Science, Medical College of WisconsinMilwaukeeWI
| | | | | | | | - Sunil Kripalani
- Vanderbilt Institute for Medicine and Public HealthVanderbilt University Medical CenterNashvilleTN
| | - Peter M. Farrehi
- Division of Cardiovascular MedicineUniversity of MichiganAnn ArborMI
| | - Saket Girotra
- University of Iowa Carver College of Medicine and Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical CenterIowa CityIA
| | | | | | - J. Greg Merritt
- Patient‐Centered Network of Learning Health Systems (LHSNet)Ann ArborMI
| | - Kamal Gupta
- University of Kansas Medical Center and HospitalKS
| | | | | | - Sandeep K. Jain
- University of Pittsburgh School of Medicine, UPMC Heart and Vascular InstitutePittsburghPA
| | | | - Russell L. Rothman
- Vanderbilt Institute for Medicine and Public HealthVanderbilt University Medical CenterNashvilleTN
| | | | - Adrian F. Hernandez
- Duke Clinical Research InstituteDurhamNC
- Duke University Medical CenterDurhamNC
| | - W. Schuyler Jones
- Duke Clinical Research InstituteDurhamNC
- Duke University Medical CenterDurhamNC
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Aguilar D, Davis BR. Aspirin Dosing in Cardiovascular Disease and Diabetes: Insights From ADAPTABLE. Diabetes Care 2024; 47:52-53. [PMID: 38117997 DOI: 10.2337/dci23-0078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Affiliation(s)
- David Aguilar
- Division of Cardiovascular Medicine, LSU Health New Orleans School of Medicine, New Orleans, LA
| | - Barry R Davis
- Department of Biostatistics and Data Science, UTHealth Houston School of Public Health, Houston, TX
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Narcisse DI, Kim H, Wruck LM, Stebbins AL, Muñoz D, Kripalani S, Effron MB, Gupta K, Anderson RD, Jain SK, Girotra S, Whittle J, Benziger CP, Farrehi P, Zhou L, Polonsky TS, Ahmad FS, Roe MT, Rothman RL, Harrington RA, Hernandez AF, Jones WS. Comparative Effectiveness of Aspirin Dosing in Cardiovascular Disease and Diabetes Mellitus: A Subgroup Analysis of the ADAPTABLE Trial. Diabetes Care 2024; 47:81-88. [PMID: 37713477 PMCID: PMC10733644 DOI: 10.2337/dc23-0749] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/28/2023] [Indexed: 09/17/2023]
Abstract
OBJECTIVE Patients with diabetes mellitus (DM) and concomitant atherosclerotic cardiovascular disease (ASCVD) must be on the most effective dose of aspirin to mitigate risk of future adverse cardiovascular events. RESEARCH DESIGN AND METHODS ADAPTABLE, an open-label, pragmatic study, randomized patients with stable, chronic ASCVD to 81 mg or 325 mg of daily aspirin. The effects of aspirin dosing was assessed on the primary effectiveness outcome, a composite of all-cause death, hospitalization for myocardial infarction, or hospitalization for stroke, and the primary safety outcome of hospitalization for major bleeding. In this prespecified analysis, we used Cox proportional hazards models to compare aspirin dosing in patients with and without DM for the primary effectiveness and safety outcome. RESULTS Of 15,076 patients, 5,676 (39%) had DM of whom 2,820 (49.7%) were assigned to 81 mg aspirin and 2,856 (50.3%) to 325 mg aspirin. Patients with versus without DM had higher rates of the composite cardiovascular outcome (9.6% vs. 5.9%; P < 0.001) and bleeding events (0.78% vs. 0.50%; P < 0.001). When comparing 81 mg vs. 325 mg of aspirin, patients with DM had no difference in the primary effectiveness outcome (9.3% vs. 10.0%; hazard ratio [HR] 0.98 [95% CI 0.83-1.16]; P = 0.265) or safety outcome (0.87% vs. 0.69%; subdistribution HR 1.25 [95% CI 0.72-2.16]; P = 0.772). CONCLUSIONS This study confirms the inherently higher risk of patients with DM irrespective of aspirin dosing. Our findings suggest that a higher dose of aspirin yields no added clinical benefit, even in a more vulnerable population.
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Affiliation(s)
| | - Hwasoon Kim
- Duke Clinical Research Institute, Duke University, Durham, NC
| | - Lisa M. Wruck
- Duke Clinical Research Institute, Duke University, Durham, NC
| | | | - Daniel Muñoz
- Vanderbilt University Medical Center, Nashville, TN
| | | | - Mark B. Effron
- University of Queensland-Ochsner Clinical School, New Orleans, LA
| | - Kamal Gupta
- University of Kansas Medical Center, Kansas City, KS
| | | | | | - Saket Girotra
- University of Texas Southwestern Medical Center, Dallas, TX
| | | | | | | | - Li Zhou
- Wake Forest University School of Medicine, Winston-Salem, NC
| | | | - Faraz S. Ahmad
- Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Matthew T. Roe
- Duke Clinical Research Institute, Duke University, Durham, NC
| | | | | | - Adrian F. Hernandez
- Duke University Medical Center, Durham, NC
- Duke Clinical Research Institute, Duke University, Durham, NC
| | - W. Schuyler Jones
- Duke University Medical Center, Durham, NC
- Duke Clinical Research Institute, Duke University, Durham, NC
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Pajewski NM, Donohue MC, Raman R, Espeland MA. Ascertainment and Statistical Issues for Randomized Trials of Cardiovascular Interventions for Cognitive Impairment and Dementia. Hypertension 2024; 81:45-53. [PMID: 37732473 PMCID: PMC10840823 DOI: 10.1161/hypertensionaha.123.19941] [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] [Indexed: 09/22/2023]
Abstract
There has been considerable progress in the prevention and treatment of cardiovascular disease, reducing the population burden of cardiovascular morbidity and mortality. Recently, some randomized trials, including the SPRINT (Systolic Blood Pressure Intervention Trial), have suggested that improvements in cardiovascular risk factors may also slow cognitive decline and reduce the eventual development of dementia. Unfortunately, the randomized trial template that has been used repeatedly to successfully demonstrate reductions in major adverse cardiac events faces several design and analytic obstacles when applied in the context of cognitive decline and dementia. Here, we review these obstacles, motivated by SPRINT and the context of selecting an appropriate cognitive end point for future preventive randomized trials. A few options are available, spanning neuropsychological test scores or composites reflecting specific domains of cognitive function, adjudicated cognitive impairment, or potentially physiological biomarkers. This choice entails considerations around statistical power, modes of ascertainment, the clinical relevance of treatment effects, a myriad of statistical issues (interval censoring, missing data, the competing risk of death, practice effects, etc), as well as ethical considerations around equipoise. Collectively, these considerations indicate that trials aiming to mitigate the cardiovascular contribution to cognitive decline and dementia will generally need to be large, inclusive of a wide age range of older adults, and with multiple years of follow-up.
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Affiliation(s)
- Nicholas M. Pajewski
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Michael C. Donohue
- Alzheimer’s Therapeutic Research Institute, Keck School of Medicine of the University of Southern California, San Diego, CA
| | - Rema Raman
- Alzheimer’s Therapeutic Research Institute, Keck School of Medicine of the University of Southern California, San Diego, CA
| | - Mark A. Espeland
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC
- Section of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, NC
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Sleem A, Effron MB, Stebbins A, Wruck LM, Marquis-Gravel G, Muñoz D, Re RN, Gupta K, Pepine CJ, Jain SK, Girotra S, Whittle J, Benziger CP, Farrehi PM, Knowlton KU, Polonsky TS, Roe MT, Rothman RL, Harrington RA, Jones WS, Hernandez AF. Effectiveness and Safety of Enteric-Coated vs Uncoated Aspirin in Patients With Cardiovascular Disease: A Secondary Analysis of the ADAPTABLE Randomized Clinical Trial. JAMA Cardiol 2023; 8:1061-1069. [PMID: 37792369 PMCID: PMC10551818 DOI: 10.1001/jamacardio.2023.3364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 08/06/2023] [Indexed: 10/05/2023]
Abstract
Importance Clinicians recommend enteric-coated aspirin to decrease gastrointestinal bleeding in secondary prevention of coronary artery disease even though studies suggest platelet inhibition is decreased with enteric-coated vs uncoated aspirin formulations. Objective To assess whether receipt of enteric-coated vs uncoated aspirin is associated with effectiveness or safety outcomes. Design, Setting, and Participants This is a post hoc secondary analysis of ADAPTABLE (Aspirin Dosing: A Patient-Centric Trial Assessing Benefits and Long-term Effectiveness), a pragmatic study of 15 076 patients with atherosclerotic cardiovascular disease having data in the National Patient-Centered Clinical Research Network. Patients were enrolled from April 19, 2016, through June 30, 2020, and randomly assigned to receive high (325 mg) vs low (81 mg) doses of daily aspirin. The present analysis assessed the effectiveness and safety of enteric-coated vs uncoated aspirin among those participants who reported aspirin formulation at baseline. Data were analyzed from November 11, 2019, to July 3, 2023. Intervention ADAPTABLE participants were regrouped according to aspirin formulation self-reported at baseline, with a median (IQR) follow-up of 26.2 (19.8-35.4) months. Main Outcomes and Measures The primary effectiveness end point was the cumulative incidence of the composite of myocardial infarction, stroke, or death from any cause, and the primary safety end point was major bleeding events (hospitalization for a bleeding event with use of a blood product or intracranial hemorrhage). Cumulative incidence at median follow-up for primary effectiveness and primary safety end points was compared between participants taking enteric-coated or uncoated aspirin using unadjusted and multivariable Cox proportional hazards models. All analyses were conducted for the intention-to-treat population. Results Baseline aspirin formulation used in ADAPTABLE was self-reported for 10 678 participants (median [IQR] age, 68.0 [61.3-73.7] years; 7285 men [68.2%]), of whom 7366 (69.0%) took enteric-coated aspirin and 3312 (31.0%) took uncoated aspirin. No significant difference in effectiveness (adjusted hazard ratio [AHR], 0.94; 95% CI, 0.80-1.09; P = .40) or safety (AHR, 0.82; 95% CI, 0.49-1.37; P = .46) outcomes between the enteric-coated aspirin and uncoated aspirin cohorts was found. Within enteric-coated aspirin and uncoated aspirin, aspirin dose had no association with effectiveness (enteric-coated aspirin AHR, 1.13; 95% CI, 0.88-1.45 and uncoated aspirin AHR, 0.99; 95% CI, 0.83-1.18; interaction P = .41) or safety (enteric-coated aspirin AHR, 2.37; 95% CI, 1.02-5.50 and uncoated aspirin AHR, 0.89; 95% CI, 0.49-1.64; interaction P = .07). Conclusions and Relevance In this post hoc secondary analysis of the ADAPTABLE randomized clinical trial, enteric-coated aspirin was not associated with significantly higher risk of myocardial infarction, stroke, or death or with lower bleeding risk compared with uncoated aspirin, regardless of dose, although a reduction in bleeding with enteric-coated aspirin cannot be excluded. More research is needed to confirm whether enteric-coated aspirin formulations or newer formulations will improve outcomes in this population. Trial Registration ClinicalTrials.gov Identifier: NCT02697916.
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Affiliation(s)
- Amber Sleem
- Department of Medicine, Ochsner Medical Center, New Orleans, Louisiana
| | - Mark B. Effron
- John Ochsner Heart and Vascular Institute, University of Queensland-Ochsner Clinical School, New Orleans, Louisiana
| | - Amanda Stebbins
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Lisa M. Wruck
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina
| | - Guillaume Marquis-Gravel
- Montreal Heart Institute, Montreal, Canada
- Department of Medicine, Duke University Health System, Durham, North Carolina
| | - Daniel Muñoz
- Vanderbilt University Medical Center, Nashville, Tennessee
| | - Richard N. Re
- Research Division, Ochsner Medical Center, New Orleans, Louisiana
| | - Kamal Gupta
- University of Kansas Medical Center, Kansas City
| | - Carl J. Pepine
- Department of Medicine, University of Florida, Gainesville
| | - Sandeep K. Jain
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Saket Girotra
- Division of Cardiology, Department of Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Jeffrey Whittle
- Department of Medicine, Medical College of Wisconsin, Milwaukee
| | | | | | - Kirk U. Knowlton
- Intermountain Medical Center Heart Institute, Salt Lake City, Utah
| | - Tamar S. Polonsky
- University of Chicago Medicine, Department of Medicine, Chicago, Illinois
| | - Matthew T. Roe
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | | | - Robert A. Harrington
- Department of Medicine, Stanford University School of Medicine, Stanford, California
| | - W. Schuyler Jones
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
- Department of Medicine, Duke University Health System, Durham, North Carolina
| | - Adrian F. Hernandez
- Duke Clinical Research Institute, Duke University, Durham, North Carolina
- Department of Medicine, Duke University Health System, Durham, North Carolina
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Girotra S, Stebbins A, Wruck L, Marquis‐Gravel G, Gupta K, Farrehi P, Benziger CP, Effron MB, Whittle J, Muñoz D, Kripalani S, Anderson RD, Jain SK, Polonsky TS, Ahmad FS, Roe MT, Rothman RL, Harrington RA, Hernandez AF, Jones WS. Aspirin Dosing for Secondary Prevention of Atherosclerotic Cardiovascular Disease in Patients Treated With P2Y12 Inhibitors. J Am Heart Assoc 2023; 12:e030385. [PMID: 37830344 PMCID: PMC10757508 DOI: 10.1161/jaha.123.030385] [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: 03/30/2023] [Accepted: 09/06/2023] [Indexed: 10/14/2023]
Abstract
Background The ADAPTABLE (Aspirin Dosing: A Patient-Centric Trial Assessing Benefits and Long-Term Effectiveness) was a large, pragmatic, randomized controlled trial that found no difference between high- versus low-dose aspirin for secondary prevention of atherosclerotic cardiovascular disease. Whether concomitant P2Y12 inhibitor therapy modifies the effect of aspirin dose on clinical events remains unclear. Methods and Results Participants in ADAPTABLE were stratified according to baseline use of clopidogrel or prasugrel (P2Y12 group). The primary effectiveness end point was a composite of death, myocardial infarction, or stroke; and the primary safety end point was major bleeding requiring blood transfusions. We used multivariable Cox regression to compare the relative effectiveness and safety of aspirin dose within P2Y12 and non-P2Y12 groups. Of 13 815 (91.6%) participants with available data, 3051 (22.1%) were receiving clopidogrel (2849 [93.4%]) or prasugrel (203 [6.7%]) at baseline. P2Y12 inhibitor use was associated with higher risk of the primary effectiveness end point (10.86% versus 6.31%; adjusted hazard ratio [HR], 1.40 [95% CI, 1.22-1.62]) but was not associated with bleeding (0.95% versus 0.53%; adjusted HR, 1.42 [95% CI, 0.91-2.22]). We found no interaction in the relative effectiveness and safety of high- versus low-dose aspirin by P2Y12 inhibitor use. Overall, dose switching or discontinuation was more common in the high-dose compared with low-dose aspirin group, but the pattern was not modified by P2Y12 inhibitor use. Conclusions In this prespecified analysis of ADAPTABLE, we found that the relative effectiveness and safety of high- versus low-dose aspirin was not modified by baseline P2Y12 inhibitor use. Registration https://www.clinical.trials.gov. Unique identifier: NCT02697916.
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Affiliation(s)
- Saket Girotra
- University of Texas Southwestern Medical CenterDallasTX
| | - Amanda Stebbins
- Duke University Medical Center and Duke Clinical Research InstituteDurhamNC
| | - Lisa Wruck
- Duke University Medical Center and Duke Clinical Research InstituteDurhamNC
| | | | - Kamal Gupta
- University of Kansas Medical CenterKansas CityKS
| | | | | | | | | | | | | | | | | | | | - Faraz S. Ahmad
- Northwestern University Feinberg School of MedicineChicagoIL
| | - Matthew T. Roe
- Duke University Medical Center and Duke Clinical Research InstituteDurhamNC
| | | | | | | | - W. Schuyler Jones
- Duke University Medical Center and Duke Clinical Research InstituteDurhamNC
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7
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Harper C, Mafham M, Herrington W, Staplin N, Stevens W, Wallendszus K, Haynes R, Landray MJ, Parish S, Bowman L, Armitage J. Reliability of major bleeding events in UK routine data versus clinical trial adjudicated follow-up data. Heart 2023; 109:1467-1472. [PMID: 37270201 PMCID: PMC10511984 DOI: 10.1136/heartjnl-2023-322616] [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: 03/03/2023] [Accepted: 05/16/2023] [Indexed: 06/05/2023] Open
Abstract
OBJECTIVE To assess how reliable UK routine data are for ascertaining major bleeding events compared with adjudicated follow-up. METHODS The ASCEND (A Study of Cardiovascular Events iN Diabetes) primary prevention trial randomised 15 480 UK people with diabetes to aspirin versus matching placebo. The primary safety outcome was major bleeding (including intracranial haemorrhage, sight-threatening eye bleeding, serious gastrointestinal bleeding and other major bleeding (epistaxis, haemoptysis, haematuria, vaginal and other bleeding)) ascertained by direct-participant mail-based follow-up, with >90% of outcomes undergoing adjudication. Nearly all participants were linked to routinely collected hospitalisation and death data (ie, routine data). An algorithm categorised bleeding events from routine data as major/minor. Kappa statistics were used to assess agreement between data sources, and randomised comparisons were re-run using routine data. RESULTS When adjudicated follow-up and routine data were compared, there was agreement for 318 major bleeding events, with routine data identifying 281 additional-potential events, and not identifying 241 participant-reported events (kappa 0.53, 95% CI 0.49 to 0.57). Repeating ASCEND's randomised comparisons using routine data only found estimated relative and absolute effects of allocation to aspirin versus placebo on major bleeding similar to adjudicated follow-up (adjudicated follow-up: aspirin 314 (4.1%) vs placebo 245 (3.2%); rate ratio (RR) 1.29, 95% CI 1.09 to 1.52; absolute excess +6.3/5000 person-years (mean SE±2.1); vs routine data: 327 (4.2%) vs 272 (3.5%); RR 1.21, 95% CI 1.03 to 1.41; absolute excess +5.0/5000 (±2.2)). CONCLUSIONS Analyses of the ASCEND randomised trial found that major bleeding events ascertained via UK routine data sources provided relative and absolute treatment effects similar to adjudicated follow-up. TRIAL REGISTRATION NUMBER ISRCTN60635500; NCT00135226.
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Affiliation(s)
- Charlie Harper
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Marion Mafham
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - William Herrington
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Natalie Staplin
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - William Stevens
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Karl Wallendszus
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Richard Haynes
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Martin J Landray
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
- Big Data Institute, Li Ka Shing Centre for Health Information & Discovery, NDPH, University of Oxford, Oxford, UK
| | - Sarah Parish
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Louise Bowman
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
| | - Jane Armitage
- Medical Research Council Population Health Research Unit at the University of Oxford, Nuffield Department of Population Health (NDPH), University of Oxford, Oxford, UK
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), NDPH, University of Oxford, Oxford, UK
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8
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Chu CD, Lenoir KM, Rai NK, Soman S, Dwyer JP, Rocco MV, Agarwal AK, Beddhu S, Powell JR, Suarez MM, Lash JP, McWilliams A, Whelton PK, Drawz PE, Pajewski NM, Ishani A, Tuot DS. Concordance between clinical outcomes in the Systolic Blood Pressure Intervention Trial and in the electronic health record. Contemp Clin Trials 2023; 128:107172. [PMID: 37004812 PMCID: PMC10547257 DOI: 10.1016/j.cct.2023.107172] [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: 02/10/2023] [Revised: 03/27/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023]
Abstract
BACKGROUND Randomized trials are the gold standard for generating clinical practice evidence, but follow-up and outcome ascertainment are resource-intensive. Electronic health record (EHR) data from routine care can be a cost-effective means of follow-up, but concordance with trial-ascertained outcomes is less well-studied. METHODS We linked EHR and trial data for participants of the Systolic Blood Pressure Intervention Trial (SPRINT), a randomized trial comparing intensive and standard blood pressure targets. Among participants with available EHR data concurrent to trial-ascertained outcomes, we calculated sensitivity, specificity, positive predictive value, and negative predictive value for EHR-recorded cardiovascular disease (CVD) events, using the gold standard of SPRINT-adjudicated outcomes (myocardial infarction (MI)/acute coronary syndrome (ACS), heart failure, stroke, and composite CVD events). We additionally compared the incidence of non-CVD adverse events (hyponatremia, hypernatremia, hypokalemia, hyperkalemia, bradycardia, and hypotension) in trial versus EHR data. RESULTS 2468 SPRINT participants were included (mean age 68 (SD 9) years; 26% female). EHR data demonstrated ≥80% sensitivity and specificity, and ≥ 99% negative predictive value for MI/ACS, heart failure, stroke, and composite CVD events. Positive predictive value ranged from 26% (95% CI; 16%, 38%) for heart failure to 52% (95% CI; 37%, 67%) for MI/ACS. EHR data uniformly identified more non-CVD adverse events and higher incidence rates compared with trial ascertainment. CONCLUSIONS These results support a role for EHR data collection in clinical trials, particularly for capturing laboratory-based adverse events. EHR data may be an efficient source for CVD outcome ascertainment, though there is clear benefit from adjudication to avoid false positives.
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Affiliation(s)
- Chi D Chu
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America.
| | - Kristin M Lenoir
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, United States of America
| | - Nayanjot Kaur Rai
- Division of Renal Diseases and Hypertension, University of Minnesota, Minneapolis, United States of America
| | - Sandeep Soman
- Division of Nephrology and Hypertension, Henry Ford Hospital, Detroit, MI, United States of America
| | - Jamie P Dwyer
- Division of Nephrology & Hypertension, University of Utah Health, Salt Lake City, UT, United States of America
| | - Michael V Rocco
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, United States of America
| | - Anil K Agarwal
- Department of Medicine, Veterans Affairs Central California Health Care System, Fresno, CA, United States of America
| | - Srinivasan Beddhu
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, United States of America
| | - James R Powell
- Division of General Internal Medicine, Brody School of Medicine, East Carolina University, Greenville, NC, United States of America
| | - Maritza M Suarez
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, United States of America
| | - James P Lash
- Division of Nephrology, University of Illinois at Chicago, Chicago, IL, United States of America
| | - Andrew McWilliams
- Department of Internal Medicine, Center for Outcomes Research and Evaluation, Atrium Health, Charlotte, NC, United States of America
| | - Paul K Whelton
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, United States of America
| | - Paul E Drawz
- Division of Renal Diseases and Hypertension, University of Minnesota, Minneapolis, United States of America
| | - Nicholas M Pajewski
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, United States of America
| | - Areef Ishani
- Division of Renal Diseases and Hypertension, University of Minnesota, Minneapolis, United States of America
| | - Delphine S Tuot
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America
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Sundbøll J, Adelborg K. Pragmatic Trial End Point Capture: Making Sure Makes the Difference. Circ Cardiovasc Qual Outcomes 2021; 14:e008615. [PMID: 34886681 DOI: 10.1161/circoutcomes.121.008615] [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] [Indexed: 11/16/2022]
Affiliation(s)
- Jens Sundbøll
- Department of Cardiology (J.S.), Aarhus University Hospital, Denmark.,Department of Clinical Epidemiology (J.S., K.A.), Aarhus University Hospital, Denmark
| | - Kasper Adelborg
- Department of Clinical Epidemiology (J.S., K.A.), Aarhus University Hospital, Denmark.,Department of Clinical Biochemistry (K.A.), Aarhus University Hospital, Denmark
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